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agu_2022_abstracts_scrap.ipynb
{
"nbformat": 4,
"nbformat_minor": 0,
"metadata": {
"accelerator": "GPU",
"colab": {
"name": "agu_2022_abstracts_scrap.ipynb",
"provenance": [],
"collapsed_sections": [],
"toc_visible": true
},
"kernelspec": {
"display_name": "Python 3",
"name": "python3"
}
},
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "XVhK72Pu1cJL"
},
"source": [
"## Setup"
]
},
{
"cell_type": "code",
"metadata": {
"id": "7rZnJaGTWQw0"
},
"source": [
"import requests\n",
"import json\n",
"import pprint\n",
"import tabulate\n",
"import collections"
],
"execution_count": 1,
"outputs": []
},
{
"cell_type": "markdown",
"metadata": {
"id": "TokBlnUhWFw9"
},
"source": [
"## Get the session information"
]
},
{
"cell_type": "code",
"source": [
"sessions = []\n",
"\n",
"for i in range(1, 95):\n",
" url = f'https://agu.confex.com/agu/fm22/meetingapi.cgi/Search/0?date=2022-08-10T15%3A56%3A36&configtype=meetingapp_prelim&sort=Relevance&size=10&page={i}&ModelType=Session'\n",
" response = requests.get(url)\n",
" data = json.loads(response.text)\n",
" lists = data['ChildList_Hits']\n",
" for _list in lists:\n",
" session_data = {\n",
" 'id': _list['id'],\n",
" 'title': _list['Title']\n",
" }\n",
" sessions.append(session_data)\n",
" if i % 10 == 0:\n",
" print(f'Retrieved {i*10} of 938 sessions.')"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "qBLmTokAb1AB",
"outputId": "bd6a8420-21c7-4f90-b9ed-0019440fb0a1"
},
"execution_count": 2,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Retrieved 100 of 938 sessions.\n",
"Retrieved 200 of 938 sessions.\n",
"Retrieved 300 of 938 sessions.\n",
"Retrieved 400 of 938 sessions.\n",
"Retrieved 500 of 938 sessions.\n",
"Retrieved 600 of 938 sessions.\n",
"Retrieved 700 of 938 sessions.\n",
"Retrieved 800 of 938 sessions.\n",
"Retrieved 900 of 938 sessions.\n"
]
}
]
},
{
"cell_type": "markdown",
"source": [
"## Get abstract inside sessions"
],
"metadata": {
"id": "VsFVvdIKgDOo"
}
},
{
"cell_type": "code",
"metadata": {
"id": "xyv_i85IWInT",
"colab": {
"base_uri": "https://localhost:8080/"
},
"outputId": "56c009b7-8c0f-4cfb-a4d4-79884316b41b"
},
"source": [
"len(sessions)"
],
"execution_count": 3,
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"940"
]
},
"metadata": {},
"execution_count": 3
}
]
},
{
"cell_type": "code",
"source": [
"abstracts = []\n",
"for i, session in enumerate(sessions):\n",
" url = f\"https://agu.confex.com/agu/fm22/meetingapi.cgi/Session/{session['id']}/ChildList_Paper\"\n",
" response = requests.get(url)\n",
" abstract = json.loads(response.text)\n",
" abstract_data = {\n",
" 'session_id': session['id'],\n",
" 'session_title': session['title'],\n",
" 'num_abstract': len(abstract)\n",
" }\n",
" abstracts.append(abstract_data)\n",
" i += 1\n",
" if i % 50 == 0:\n",
" print(f'Retrieved {i} of {len(sessions)} sessions')\n"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "2RYPTjD8KARu",
"outputId": "a6ce7f2f-3be8-404e-aebb-38168c518065"
},
"execution_count": 4,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Retrieved 50 of 940 sessions\n",
"Retrieved 100 of 940 sessions\n",
"Retrieved 150 of 940 sessions\n",
"Retrieved 200 of 940 sessions\n",
"Retrieved 250 of 940 sessions\n",
"Retrieved 300 of 940 sessions\n",
"Retrieved 350 of 940 sessions\n",
"Retrieved 400 of 940 sessions\n",
"Retrieved 450 of 940 sessions\n",
"Retrieved 500 of 940 sessions\n",
"Retrieved 550 of 940 sessions\n",
"Retrieved 600 of 940 sessions\n",
"Retrieved 650 of 940 sessions\n",
"Retrieved 700 of 940 sessions\n",
"Retrieved 750 of 940 sessions\n",
"Retrieved 800 of 940 sessions\n",
"Retrieved 850 of 940 sessions\n",
"Retrieved 900 of 940 sessions\n"
]
}
]
},
{
"cell_type": "markdown",
"source": [
"### Sort abstracts"
],
"metadata": {
"id": "KnFkfGZKhYum"
}
},
{
"cell_type": "code",
"source": [
"sorted_abstract = sorted(abstracts, key=lambda d: d['num_abstract'], reverse=True)\n",
"\n",
"seen = set()\n",
"sorted_unique_abstract = []\n",
"rank = 1\n",
"last_count = 0\n",
"for i, d in enumerate(sorted_abstract):\n",
" t = tuple(d.items())\n",
" if t not in seen:\n",
" num_abstract = d['num_abstract']\n",
" if i == 0:\n",
" last_count = num_abstract\n",
"\n",
" if num_abstract != last_count:\n",
" last_count = num_abstract\n",
" rank += 1\n",
"\n",
" seen.add(t)\n",
" _d = collections.OrderedDict()\n",
" _d['session_id'] = d['session_id']\n",
" _d['num_abstract'] = d['num_abstract']\n",
" _d['rank'] = rank\n",
" _d['session_title'] = d['session_title']\n",
" sorted_unique_abstract.append(_d)"
],
"metadata": {
"id": "YbnYUe62lKDh"
},
"execution_count": 5,
"outputs": []
},
{
"cell_type": "code",
"source": [
"header = sorted_unique_abstract[0].keys()\n",
"rows = [x.values() for x in sorted_unique_abstract]\n",
"print(tabulate.tabulate(rows, header, tablefmt='grid'))"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "E4ihhop9mOxL",
"outputId": "739d3c9c-3803-4b5c-b093-1e00ec3a6e2b"
},
"execution_count": 6,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| session_id | num_abstract | rank | session_title |\n",
"+==============+================+========+========================================================================================================================================================================================================================================================+\n",
"| 156637 | 135 | 1 | Bright STaRS: Bright Students Training as Research Scientists Poster Session |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156598 | 117 | 2 | Advancements in the Occurrence, Fate, Transport, Transformation, and Remediation of Contaminants in the Environment |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159844 | 98 | 3 | Advances in remote sensing for monitoring biodiversity change: Integrating data and models across scales and technologies |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156682 | 91 | 4 | Hydrometeorologic extremes: prediction, simulation, and change |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159288 | 84 | 5 | Air Quality Trends and Challenges in Urban Area |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158215 | 84 | 5 | The Resilience and Vulnerability of Arctic and Boreal Ecosystems to Climate Change |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159027 | 82 | 6 | Machine Learning in Space Weather VI Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159915 | 80 | 7 | Advances in Machine Learning for Earth Science: Observation, Modeling, and Applications |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156763 | 78 | 8 | Advancements in Watershed Modeling to Support Water Management |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157900 | 76 | 9 | Nearshore Processes VIII Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161667 | 72 | 10 | Undergraduate Earth, Atmospheric, Ocean, and Space Science Research and Outreach Posters |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157820 | 71 | 11 | Tropical Cyclones: Observations, Modeling, and Predictability - Today and into the Future |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161485 | 70 | 12 | Subseasonal to Seasonal Climate Prediction, Processes, and Applications |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159112 | 69 | 13 | Boundary Layer Processes and Turbulence |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156855 | 69 | 13 | The Landslide Life Cycle: From Hazard Analysis to Risk Assessments |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158691 | 68 | 14 | Sustainable Agriculture and Climate Change: Monitoring and Modeling Soil Organic Carbon Dynamics and Greenhouse Gas Emissions of Agroecosystems IV Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156956 | 67 | 15 | Carbon Monitoring Systems Research and Applications |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158485 | 67 | 15 | Groundwater-Surface Water Interactions: Integrating Physical, Biological, and Chemical Patterns and Processes Across Systems and Scales |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158553 | 66 | 16 | Earth and Planetary Surface Processes General Contributions II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160052 | 63 | 17 | Advances in River Morphology Science, Tools and Datasets: Improving Our Understanding of Rivers V Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156869 | 63 | 17 | Remote Sensing of Rivers, Lakes, Reservoirs and Wetlands |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157242 | 63 | 17 | Water and Society: Water resources management and policy in a changing world |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157036 | 62 | 18 | Data and Information Services for Interdisciplinary Research and Applications in Earth Science |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157886 | 62 | 18 | Physical Properties of Earth Materials (PPEM): From Micro to Macro, and Back Again |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159014 | 61 | 19 | Advances in Characterizing and Monitoring Land Cover/Use and Associated Ecosystem Changes Using Remote Sensing Data |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157942 | 59 | 20 | Atmospheric Aerosols and Their Interactions with Clouds, Radiation, and Climate |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158104 | 59 | 20 | Advancing Global Imaging Spectroscopy and Thermal Infrared Measurements IV Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159302 | 58 | 21 | Advances in Earth Observation and Modeling for Agriculture, Forestry, and Urban Applications IV Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157349 | 57 | 22 | General Session: Atmospheric Chemistry & Composition |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159368 | 57 | 22 | Interdisciplinary Tsunami Science |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159788 | 56 | 23 | Dust in a Changing Climate: from Small‐Scale Insights to Large‐Scale Understanding |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162290 | 56 | 23 | The Dynamics of the Large Scale Atmospheric Circulation in Present and Future Climates: Jet Streams, Storm Tracks, Stationary Waves, and Monsoons |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159699 | 56 | 23 | Advancing flood characterization, modeling and communication |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158617 | 56 | 23 | Processes in the present-day Atmosphere of Mars |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156823 | 53 | 24 | Drought: Mechanisms and Impacts in the Past, Present and Future IV Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157474 | 53 | 24 | Urban Areas and Global Change IV Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156921 | 52 | 25 | Advances in Data Assimilation, Predictability, and Uncertainty Quantification IV Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158453 | 51 | 26 | General Session: Atmospheric Dynamics & Climate |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159615 | 51 | 26 | General Session: Atmospheric Physics, Radiation, Clouds, and Aerosols |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157738 | 51 | 26 | Advancing the State-of-the-Science of Water Resources Modeling - Community Development at the Intersection of Domain, Data, and Computer Sciences |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160441 | 51 | 26 | Coastal Hydrology |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156984 | 50 | 27 | Lakes and Inland Water Bodies |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156732 | 49 | 28 | Atmospheric Convection: Processes, Dynamics, and Links to Weather and Climate |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157024 | 49 | 28 | Advancing Land Surface Models for Hydrological and Environmental Applications |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162994 | 49 | 28 | From Apollo to Artemis: A perspective on the 50th anniversary of Apollo 17 and what is to come regarding our Moon |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157132 | 48 | 29 | Pore-Scale Physics: Recent Advances in Experimental and Computational Methods |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159270 | 47 | 30 | Advances in the Integrated Global Observing System for Air Quality: Science and Societal Benefit |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158844 | 47 | 30 | Processes of (Sub) Cloud Scales: Modeling, Observations and Parameterizations |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158842 | 47 | 30 | Remote Sensing of CH4 and CO2 from Space: The Expanding Observing System |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157623 | 47 | 30 | Coastal Geomorphology and Morphodynamics V Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160879 | 47 | 30 | Plastics in the Hydrosphere: From Source to Sink |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156459 | 46 | 31 | Plate Motion, Continental Deformation, and Interseismic Strain Accumulation |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161333 | 46 | 31 | Advancing the Use of Geophysical and Geodetic Methods for Groundwater Science and Management |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159929 | 45 | 32 | Advances in Methods and Technologies for Emission Monitoring and Exposure Assessment to Hazardous Air Pollutants |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158513 | 45 | 32 | Stratospheric composition changes: observations and modeling of special events, feedback mechanisms, and long-term trends |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156766 | 45 | 32 | Advances in Land Carbon Cycle Modeling |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157890 | 45 | 32 | A Data-driven Cryosphere: Insights from Machine Learning and Other Statistical Methods |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156678 | 45 | 32 | Recent Advances in SAR and InSAR Processing, Big Data Analysis and Earth Science Applications |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158376 | 45 | 32 | Implications of climate change, extreme events, and adaptation potentials for global agriculture III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158690 | 45 | 32 | Global Floods: Forecasting, Monitoring, Risk Assessment, and Socioeconomic Response |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160822 | 45 | 32 | Space-Based Precipitation Observations: Innovations for Science and Applications |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159327 | 45 | 32 | Commercial Earth Observation Data: Research and Applications |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160178 | 45 | 32 | Compound, Consecutive, and Cascading Events: Challenges for Risk Assessment and Management of Multi-hazards |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157544 | 44 | 33 | Aerosols and Air Quality over South and Southeast Asia: Observations, Modeling and Impacts |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161350 | 44 | 33 | Modeling of the Cryosphere: Glaciers and Ice Sheets |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157536 | 44 | 33 | <i>Heterogeneity in the Earth’s Mantle: Perspectives from Imaging, Modeling, Geochemistry, and Experiments</i> |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160716 | 44 | 33 | Advancing Hydrological Modeling and Prediction Using Large-domain Meteorological and Hydrological Datasets and Models |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156581 | 44 | 33 | Coupled Flow Processes in Fractured Media Across Scales: Recent Advances in Experimental and Modeling Efforts |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160142 | 44 | 33 | Advances in Exploration Geophysics |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159180 | 43 | 34 | Bridging the Gap from Climate to Extreme Weather: Observations, Theory, and Modeling |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162023 | 43 | 34 | Coastal wetland carbon and nitrogen cycles: Recent advances in measurements, modeling, and syntheses |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161284 | 43 | 34 | Addressing environmental challenges and sustainable development through Earth science applications utilizing Machine Learning III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162828 | 43 | 34 | Advances in Understanding Global Meridional Overturning Circulation from Past to Future: Insights from Multiple Approaches VII Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158638 | 43 | 34 | Atmospheres, Climate, and Potential Habitability of Rocky Exoplanets |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157186 | 43 | 34 | First Results from the DART Kinetic Impact onto Dimorphos and LICIACube Observations |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156695 | 42 | 35 | Extreme Weather and Climate in Urban Areas, Their Social Impacts, and Mitigation |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156864 | 42 | 35 | Observations and Models of Glacier Change |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160637 | 42 | 35 | Quantifying the drivers of landscape evolution across spatial and temporal scales IV Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165506 | 42 | 35 | Advancements in Observing and Modeling Processes and Coupled Feedbacks of the High-Latitude Earth Systems III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159972 | 42 | 35 | Dynamic Coastlines: Advancements in Understanding of Coastal Hazards and Climate Change Impacts III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158358 | 42 | 35 | Advances in quantifying impacts and extents of land-use/land-cover change on hydrology and climate change |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156935 | 42 | 35 | Why are Wildfires Becoming More Severe – Where is the Next One? |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156735 | 41 | 36 | Climate and Weather Downscaling: Development, Evaluation, and Applications |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157159 | 41 | 36 | Constraining Greenhouse Gas Exchange Processes Using Remote Sensing and in Situ Observations |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159636 | 41 | 36 | Extreme Events: Observations and Modeling |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161664 | 41 | 36 | Advances in Understanding Water-Energy-Carbon Interactions |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160026 | 41 | 36 | Science-based Carbon Removal Strategies, Monitoring, Measurements, Reporting and Verification across Terrestrial, Atmospheric, Oceanic and Societal Dimensions |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162834 | 41 | 36 | The Morphodynamic Trinity: Linkages among fluid flow, sediment transport, and morphology in fluvial systems across scales IV Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159976 | 41 | 36 | Perseverance at Jezero Delta |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156600 | 40 | 37 | Advances of Atmospheric Remote Sensing Inversion |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157102 | 40 | 37 | Climate Sensitivity and Feedbacks: Advances and New Paradigms |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160307 | 40 | 37 | <i>The Role of Fire in the Earth System: Understanding Drivers, Feedbacks, and Interactions with the Land, Atmosphere, and Society</i> |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159258 | 40 | 37 | Seismic Anisotropy and Mantle Dynamics: Observations, Models, and Experiments |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157974 | 40 | 37 | Earth Surface Processes and the Global Carbon Cycle IV Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159415 | 40 | 37 | Advances in Solar Radiation Modification (SRM) Research III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 166443 | 40 | 37 | Integrating and Advancing Understanding of the Impacts of Climate Change and Disturbance on Coastal Ecosystem Structure, Function, and Dynamics II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160151 | 40 | 37 | Climate of the Common Era |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165485 | 39 | 38 | Quantifying Spatial and Temporal Variability of Snow and Snow Processes |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159004 | 39 | 38 | Explaining and Predicting Earth System Change: A World Climate Research Programme Call to Action. <em>Coupling of Observations and Models; Integrated Attribution, Prediction and Projection; Assessment of Current and Future Hazards</em> III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157580 | 39 | 38 | Ice and Ocean Worlds: Geology, Oceanography, Chemistry, Habitability |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157949 | 38 | 39 | Carbon Cycling in Global Peatlands |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160657 | 38 | 39 | Coupled-system Processes of the Central Arctic Atmosphere-Sea Ice-Ocean System: Harnessing Field Observations and Advancing Models |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161877 | 38 | 39 | Fire Impacts on Watershed Hydrology, Biogeochemistry, and Biodiversity III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160953 | 38 | 39 | Frontiers in Paleogeography |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158319 | 38 | 39 | ADVANCES in MANAGED AQUIFER RECHARGE for GROUNDWATER SUSTAINABILITY |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162002 | 38 | 39 | Advancing Multiscale Integrated Modeling for Prediction and Assessment of Water Availability |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162782 | 38 | 39 | General Topics in Biological and Chemical Oceanography in Poster Format I Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162997 | 38 | 39 | The Inner Solar System |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158832 | 37 | 40 | Air pollution, greenhouse gases and emissions in Asia and its interactions with the world |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157951 | 37 | 40 | Extratropical and High-latitude Storms, Teleconnections, Extreme Events, and the Rapidly Changing Polar Climate |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159115 | 37 | 40 | Interdisciplinary Insights into Earth and Planetary Cores |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157611 | 37 | 40 | Agricultural Sustainability – Balancing Land Management for Food Security and Climate Change Adaptation and Mitigation III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161787 | 37 | 40 | Advances in modeling hydrological extremes and engineering practices |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161949 | 37 | 40 | Advancing Soil Moisture Science via Monitoring, Modeling, and Remote Sensing |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162775 | 37 | 40 | General Topics in Physical and Geological Oceanography in Poster Format I Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159957 | 37 | 40 | Advancements in Paleoceanographic Proxies: Insights from Biomineralizers |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160561 | 37 | 40 | Advancing Paleoclimatology by Combining Data, Models, and Theory |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159120 | 37 | 40 | Carbonate Sediments Through Time: Proxies for Process and Planets |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156612 | 36 | 41 | Atmospheric Gravity Waves, from the Surface to the Edge of Space |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158209 | 36 | 41 | Connecting Atmospheric Chemistry of Indoor and Outdoor Environments |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157774 | 36 | 41 | Models, In situ, and Remote sensing of Aerosols (MIRA) |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158999 | 36 | 41 | Unusual Subduction Processes |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159136 | 36 | 41 | Space environments of unmagnetized or weakly magnetized solar system bodies and the effects of space weather on these systems |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156463 | 35 | 42 | Forest Ecophysiology: Forest Physiological and Ecological Processes from Molecules to Ecosystems |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160279 | 35 | 42 | Advancing Our Understanding of Ice-Shelf Processes |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156843 | 35 | 42 | Deciphering the Stratigraphic Record of Surface Processes: New Insights into Ancient Landscape Dynamics on Earth and other Planetary Bodies IV Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158612 | 35 | 42 | Landslides, Rockfalls, and Debris Flows: The Influence of Mass Wasting on Large-Scale Sediment Dynamics IV Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158911 | 35 | 42 | Geodetic Measurements of the Earth's Elastic Response to Surface Mass Variability |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161227 | 35 | 42 | Linkages Across Climate, Hydrologic, and Agricultural Systems III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160615 | 35 | 42 | MultiSector Dynamics: Environmental Change, Resilience, and Society in Urban Areas Under a Changing Climate. III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156794 | 35 | 42 | Evapotranspiration (ET): Advances in <em>In Situ</em> ET Measurements and Remote Sensing-Based ET Estimation, Mapping, and Evaluation. |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159885 | 35 | 42 | Data-Driven Subgrid-Scale Parameterizations for Earth System Modeling |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156870 | 35 | 42 | Hydrate-bearing and Ice-bearing Sediments: Observations, Experiments and Theory across Multiple Scales. V Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161913 | 34 | 43 | Soils in the Anthropocene: Mechanisms of Stabilization and Change |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160302 | 34 | 43 | Monitoring, Modeling, and Forecasting Fire Emissions, Smoke, and Their Health Impacts III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158020 | 34 | 43 | Hydroclimatic Modeling, Analyses, and Projections in the South and Southeast Asia: Challenges and Opportunities |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160601 | 34 | 43 | Physics-Informed Machine Learning in Hydrology and Land Surface Processes |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160282 | 34 | 43 | Geophysical Fluid Dynamics |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161398 | 34 | 43 | Mesoscale and submesoscale ocean-atmosphere interactionsand influence on Earth’s climate IV Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157712 | 33 | 44 | Constellation of Satellites for Atmospheric Composition and Air Quality |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160072 | 33 | 44 | Responses of biogeochemical cycles to climate change |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162113 | 33 | 44 | The Role of Microbes in Biogeochemical Cycles: Linking Responses to Ecosystem Processes and Environmental Change |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161173 | 33 | 44 | Geodesy for Climate Research |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161299 | 33 | 44 | Advances in Modeling the Effects on Land Surface Characteristics due to Land Use/Land Cover Changes III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162127 | 33 | 44 | Land Biogeochemical Cycling Under Global Environmental Change: Patterns, Drivers, and Mechanisms III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158823 | 33 | 44 | Remote Sensing, Modeling and Data Assimilation of the Terrestrial Water Cycle |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157378 | 33 | 44 | Physics of Fluids in Unconventional Reservoir Rocks |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158243 | 33 | 44 | Climate-Informed Risk Assessment for Extreme Events |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161605 | 33 | 44 | The Surface Water and Ocean Topography (SWOT) Mission: A New Satellite for Earth’s Water Cycle IV Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159095 | 32 | 45 | Atmosphere, Ocean, and Land Processes in the Maritime Continent and Indo-Pacific |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156878 | 32 | 45 | Cloud Observations and Measurements from Remote-Sensing Instruments |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157843 | 32 | 45 | Regional Climate: Modeling, Analysis, and Impacts |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158571 | 32 | 45 | Ice Core Records of Environmental Change |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159175 | 32 | 45 | Reactive transport and chemo-mechanical processes in porous media |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157160 | 32 | 45 | Water Quality and Watersheds: From Scientific Innovations to Actions |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160855 | 32 | 45 | Applications of AI/ML using Remote Sensing, Social Sensing and Model Data to Study Hazard |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159356 | 32 | 45 | (Exo)Planetary Atmospheres and Evolution |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159840 | 32 | 45 | Venus Beyond the Veil |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159683 | 31 | 46 | Atmospheric chemistry in the wildfire plume |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161071 | 31 | 46 | Laboratory Studies in Atmospheric Sciences |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158348 | 31 | 46 | Large Ensemble Climate Model Simulations as Tools for Exploring Natural Variability, Change Signals, and Impacts |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159772 | 31 | 46 | Advancing Our Understanding of Global Vegetation Stress and Its Feedbacks With Our Climate System |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157597 | 31 | 46 | Forest structural diversity: metrics, methods, and links to ecosystem functions |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159750 | 31 | 46 | Surface-Atmosphere Interactions: From Single Flux Measurements to Integrated Syntheses |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157589 | 31 | 46 | Predicting the fate of river deltas and coastal wetlands: remote sensing, numerical modeling and field advances IV Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162831 | 31 | 46 | Surface Processes on Rocky and Icy Bodies across the Solar System IV Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157448 | 31 | 46 | Advances in Interactions of Air Quality and Public Health Using Integrated Modeling Frameworks III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162091 | 31 | 46 | Performance, Progress, and Promotion of Earthquake Early Warning Worldwide |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160900 | 30 | 47 | Remote Sensing of Fire Processes and Biomass Burning (BB)Emissions |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158853 | 30 | 47 | The Madden-Julian Oscillation and Convectively Coupled Waves in the Tropics: Observations, Theory, Modeling, and Prediction |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161476 | 30 | 47 | Remote sensing of tropical forest and savanna responses to land use and climate change |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159424 | 30 | 47 | Education Research in the Earth and Space Sciences: Theoretical Foundations, Methods, and Results III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165474 | 30 | 47 | Renewable Energy: Wind, Solar, Marine, Hydrokinetic and Integration II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161731 | 30 | 47 | Using Remote Sensing to Improve Water Management |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156627 | 30 | 47 | Utilizing Precipitation Datasets and Quantifying Associated Uncertainties in Hydrometeorological and Climate Impact Applications |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156889 | 29 | 48 | Air Quality in Africa: observations, emissions and modeling |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161508 | 29 | 48 | Physics of Streamers, Leaders, and the Lightning Discharge: High-Resolution Observations and Modeling |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158235 | 29 | 48 | Understanding Phenological Responses and Feedbacks in Terrestrial Vegetation: Patterns, Mechanisms, and Consequences |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157464 | 29 | 48 | Advances in Glacier and Ice Sheet Hydrology |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156883 | 29 | 48 | Cryospheric Changes and Their Impact on the High-Mountain Water Cycle |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161803 | 29 | 48 | Remote Sensing of the Cryosphere: Sea Ice |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162047 | 29 | 48 | Advances in CO<sub>2</sub> capture, transport, utilization and storage technologies II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157912 | 29 | 48 | Deep Learning for Climate Science and Weather Prediction II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159897 | 29 | 48 | Impacts of a Changing Climate on Alaska’s Permafrost Landscapes and Infrastructure II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160512 | 29 | 48 | Advances in Water Quality Prediction |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161068 | 29 | 48 | Undergraduate Research Projects on Water Quality and Resources |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159606 | 29 | 48 | Climate and Natural Disaster Risk Management for Human-Natural Systems |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160952 | 29 | 48 | Use of satellite remote sensing data for disaster management:  perspectives from disaster management practitioners and case studies |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158053 | 28 | 49 | Light-Absorbing Carbon Aerosol from Observations and Models |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157463 | 28 | 49 | Satellite Land Surface Products: Algorithms, Validation and Applications. |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161246 | 28 | 49 | Vegetation canopies: physiology, structure, function |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161282 | 28 | 49 | Breaking Points: Rifting, Calving, and Icebergs |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160811 | 28 | 49 | Accretion and differentiation of rocky planets from interdisciplinary perspectives |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167641 | 28 | 49 | From the Surface to the Deep Interior of the Early Earth |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157525 | 28 | 49 | Making Climate Data Actionable: Tailored Products and Tools based on User Needs II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159729 | 28 | 49 | The global water cycle: coupling and exchanges between the ocean, land, and atmosphere II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160503 | 28 | 49 | Catchment and Critical Zone Science – Understanding Ecosystems through Monitoring, Analysis, and Experimentation |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160860 | 28 | 49 | Observationally Integrated Earth System Modeling for Coastal Environments III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159839 | 27 | 50 | Extreme Weather Events: Forecast skill, Uncertainty Quantification and Impact Modeling |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160333 | 27 | 50 | Quantifying Anthropogenic Methane Emissions: Finding Targets for Methane Mitigation Around the World through Atmospheric Methane Measurements |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162133 | 27 | 50 | Science and Applications Enabled by Remote Sensing Data Fusion and Advanced Analytics |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157369 | 27 | 50 | Tropical Forests Under a Changing Environment |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158057 | 27 | 50 | Geospatial Data Applications for Environmental Justice III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160373 | 27 | 50 | Scientific Machine Learning for Flow, Transport, and Coupled Processes |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161467 | 27 | 50 | Multi-Hazard Flood Modeling: From Inland to Coast |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157775 | 26 | 51 | Advances in Radar Remote Sensing of Clouds and Precipitation: Observations, Data Processing, Weather and Water Model Applications |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161384 | 26 | 51 | Advancing Understanding of the Hydrological Cycle and its Extremes Through Objective Tracking of Weather Phenomena |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158533 | 26 | 51 | Atmospheric Rivers: Processes, Impacts, and Uncertainties |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157645 | 26 | 51 | Biosphere-Atmosphere Exchange of Reactive Carbon, Oxidants, and Aerosols |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156817 | 26 | 51 | Convection Processes and Their Environmental and Aerosol Interactions: Theory, Observation, and Modeling |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161237 | 26 | 51 | Extratropical Large-Scale Atmospheric Circulation Variability |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158669 | 26 | 51 | Modeling Across Scales From Global to Convection-permitting: Weather, Climate, and Air Quality |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157034 | 26 | 51 | Sun-induced chlorophyll fluorescence as a proxy of photosynthesis: measurements, modeling, and applications from field, airborne, and satellite platforms |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157502 | 26 | 51 | Detection and Attribution of Anthropogenic Climate Change and Extreme Weather and Climate Events II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159334 | 26 | 51 | Advances in Tracer Methods and Modeling of Hydrochronology, Hydrologic Processes and Residence Times |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159142 | 26 | 51 | Frontiers in Ecohydrology |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161769 | 26 | 51 | Nutrient Transport, Aquatic Metabolism, and Water Quality in a Changing World |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158314 | 26 | 51 | Salinization of Freshwater  Environments: Solutions, Fate, Transport, Trends, and Impacts on Biota |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159680 | 26 | 51 | Advances in Earth and Space Science Informatics |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158262 | 26 | 51 | Advanced Experimental, Computational and Analytical Approaches in Exploring Deep Planetary Interiors. |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161661 | 26 | 51 | From Earthquakes to SSEs, From Nucleation to Arrest, From the Lab to the Field, and In Between |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159746 | 26 | 51 | Near-surface geophysics for characterizing and monitoring natural hazards |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159461 | 26 | 51 | Machine Learning and Data Science in Planetary Science |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158517 | 26 | 51 | Limnology, Paleolimnology, and Limnogeology - Lakes as Archives of Climate and Environment Variability and Geohazards |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160970 | 25 | 52 | Advancing Research on the Hydro-Climate of South America and the Caribbean |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161161 | 25 | 52 | Evaluating model representations of aerosol, cloud, and chemical processes |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158415 | 25 | 52 | Polar amplification and its connection to lower-latitude weather and climate |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158403 | 25 | 52 | Polar and Wintertime Atmospheric Chemistry |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161742 | 25 | 52 | Aeolian Processes on Earth and Other Planetary Bodies IV Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158495 | 25 | 52 | Ecohydraulics and Ecomorphodynamics: Biophysical Interactions Across Scales in Natural and Engineered Aquatic Systems IV Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160691 | 25 | 52 | GRACE-FO and Beyond - Current Status and Future Missions and Methods |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160791 | 25 | 52 | Applications of Earth Observations for Addressing Environmental and Development Challenges in Africa II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162867 | 25 | 52 | Earth Observations from Geostationary Satellites: Applied Research and Applications II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165527 | 25 | 52 | Toward Sustainable Development in Challenging Landscapes: Exploring Impacts of Global and Climate Change on Social-Ecological Systems Using Earth Observations and Measurements II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160620 | 25 | 52 | Integrating Earth Observations and Socioeconomic Data for a Sustainable Human Planet: Challenges, Opportunities and Priorities II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161922 | 25 | 52 | Science and Technology towards Achieving Surface Topography and Vegetation Structure Measurements II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156617 | 25 | 52 | Applications in Snow Hydrology: Linking Snow to Natural Processes and Society |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158567 | 25 | 52 | Basin to Global Scale River Processes in the Anthropocene |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159833 | 25 | 52 | From Wetlands to Wetlandscapes: Nature-Based Solutions to Society's Grand Challenges |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159961 | 25 | 52 | Runoff Generation Processes: Exploring Thresholds, Sources and Pathways from Plot to Continental Scales |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159757 | 25 | 52 | The MacGyver Session: Novel, Exciting, Self-Made, Hacked, and/or Improvised Sensors, Data Acquisition, and Data Transmission Solutions to Understand the Geosphere |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157831 | 25 | 52 | The Ice Giants:  Exploring the Planetary Systems of Uranus and Neptune |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159128 | 24 | 53 | Adapting To Climate Change: Innovative Solutions For Building Water Resilience To Long-term Meteorological &amp; Hydrological Change |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160196 | 24 | 53 | Aerosol Chemistry and Effects in the Anthropocene |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157120 | 24 | 53 | Climatic, environmental and societal impacts of volcanic eruptions |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160596 | 24 | 53 | Exploring Planetary Interiors: Observations, Models, and Experiments |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165457 | 24 | 53 | High-resolution Regional Earth System Modeling - Hydroclimate Variability, Extremes, and Policy Implications II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156711 | 24 | 53 | MultiSector Dynamics: Science &amp; Modeling for Societal Transformation II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159531 | 24 | 53 | Net-Zero Emissions Energy Systems: Geophysical Constraints, Consequences, and Opportunities II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156491 | 24 | 53 | Advancements in Watershed Modeling: Hydrologic/WQ Processes and Management Implementations on Regulatory Science |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161261 | 24 | 53 | Forest Evapotranspiration and Ecohydrology Under a Changing Environment: Processes and Quantifications |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161632 | 24 | 53 | Innovations in operational flood forecasting, real time response, and risk mitigation |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159507 | 24 | 53 | Irrigation and Climate Change: Monitoring and Modeling Plant Water Stress for Sustainable Irrigation Management |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158727 | 24 | 53 | Reactive Transport Across Scales: Recent Advances in Experiment, Simulation and Theory |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160367 | 24 | 53 | Next-generation data systems for Earth Science: Combining interactive visualization, exploratory analysis, geographic information systems, and high-performance data processing in the commercial cloud |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159395 | 24 | 53 | Computational Simulation and Data Analytics in Planetary Materials Research |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159054 | 24 | 53 | Geohazards and Society: Striving Towards Improved Natural Hazard Resilience for All |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157604 | 24 | 53 | Planetary rings, meteoroid and dust populations and effects |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157915 | 24 | 53 | Advanced Understanding of Tropical-Subtropical Hydroclimate Changes During the Pleistocene, Holocene, and Anthropocene |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162851 | 24 | 53 | Climate Reconstruction from the Pacific Region: Insights into Past Oceanic and Atmospheric Conditions |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159902 | 23 | 54 | Ground-Based Atmospheric Monitoring Networks |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157040 | 23 | 54 | Sources and Fate of Volatile Organic Compounds (VOCs) and NOx in Human-Made Environments |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161339 | 23 | 54 | Dryland carbon, water, and energy cycling in a changing world |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161448 | 23 | 54 | Emerging Machine Learning Approaches for Process Understanding in Ecosystem Sciences |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158518 | 23 | 54 | Observing and Modeling of Earth Surface Cryogenic Processes and the State of Permafrost |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158088 | 23 | 54 | The effects of climate on land, water, and vegetation in the food system: next season to next century II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159925 | 23 | 54 | Advancing understanding of mountainous critical zones through observations and experiments |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158494 | 23 | 54 | Earth System Science and Applications Based on NASA Soil Moisture Active Passive (SMAP) Satellite Mission Measurements |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157678 | 23 | 54 | Adopting Trustworthy Data Repository Stewardship to Enable Reuse of Data Across Disciplines |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161001 | 23 | 54 | AI/ML Assurance: Applications in Geospatial Sciences |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161930 | 23 | 54 | Recent Advances in Hydrothermal Vent Ecosystem Studies Gained Through The Application of Interdisciplinary Research III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156541 | 22 | 55 | Advances in wildland fire - atmosphere interactions |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157334 | 22 | 55 | Observation and model studies of cloud properties and associated processes |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159810 | 22 | 55 | Understanding and Modeling of Mesoscale and Severe Local Convective Storm Processes |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159028 | 22 | 55 | Advances in Instrumentation and Signal and Data Processing Methods for Atmospheric Electricity Applications |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 166596 | 22 | 55 | Thunderstorm Effects in the Near-Earth Space Environment and Topics in Atmospheric Electricity |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160067 | 22 | 55 | New Mechanisms, Feedbacks, and Approaches for Predicting Global Biogeochemical Cycles under Climate Change and Intervention |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157655 | 22 | 55 | The Bioatmospheric N Cycle: N Emissions, Transformations, Deposition, and Terrestrial and Aquatic Ecosystem Impacts |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160224 | 22 | 55 | The Global Methane Cycle |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162849 | 22 | 55 | Bridging Boundaries in the Lithosphere-Asthenosphere System: Models and Observations |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159764 | 22 | 55 | 2023 and 2024 Solar Eclipses: Prepare to Engage Your Communities III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161388 | 22 | 55 | Changing Permafrost Landscapes III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160316 | 22 | 55 | Coastal Biophysical Interactions: Hydrodynamics, Sedimentary Processes, Morphodynamics, and Coastal Resiliency IV Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159920 | 22 | 55 | Landscape Evolution Beneath and Beyond the Ice III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160554 | 22 | 55 | Advances in urban climate and biogeochemistry II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159159 | 22 | 55 | Cross-disciplinary systems modeling advances for sustainability science II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160453 | 22 | 55 | MultiSector Dynamics: Adapting Energy Systems to a Changing Climate by Overcoming Disconnects between Energy System and Climate Modeling II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158627 | 22 | 55 | Advances in Data Assimilation and Uncertainty Quantification of Water Resources Management |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162095 | 22 | 55 | Advances in Machine Learning Methods for Modeling Complex Subsurface Processes |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158920 | 22 | 55 | Frontiers in Water Quality: Insights from large-scale, long-term, and high-resolution datasets |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158580 | 22 | 55 | Global Impact of Non-perennial Waterways: Integrating Hydrological, Geochemical, Microbiological, and Social Perspectives |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162403 | 22 | 55 | The Food-Water Link and Nonpoint Source Flux Impact on Groundwater, Vadose Zone, and Surface Water Quality |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158121 | 22 | 55 | Water and Society: Adaptive management of coupled human-natural systems confronting change |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156707 | 22 | 55 | Fractures &amp; Fracturing: Validation data sets and computational challenges |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162361 | 22 | 55 | AI for Ocean and Climate Change III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159706 | 22 | 55 | Extraordinary Enceladus |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162209 | 22 | 55 | Tangerine Dream: Titan’s Diverse Environments |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160404 | 22 | 55 | Emerging Proxy and Modeling Evidence for Indian and Southern Ocean Circulation and Climate Variability through the Neogene |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159193 | 21 | 56 | Lagrangian and Climatological Transitions of Boundary Layer Clouds |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156739 | 21 | 56 | Microphysical and Macrophysical Properties and Processes of Ice and Mixed-Phase Clouds: Linking in Situ, Remote Sensing Observations and Multiscale Models |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159978 | 21 | 56 | The Spectral Dimension of Shortwave and Longwave Radiation in the Earth System |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157731 | 21 | 56 | Energetic Radiation From Lightning and Thunderstorms |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162122 | 21 | 56 | Biogeochemical Cycling in the Critical Zone: From Genomes to Ecosystems |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162152 | 21 | 56 | Radiation-vegetation Interactions: Observations, Modelling, Applications, and Impacts |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159184 | 21 | 56 | Vulnerability of Permafrost Carbon to Climate Change |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 163119 | 21 | 56 | Altimetry of the Polar Regions: CryoSat-2, Operation IceBridge, ICESat-2, and Beyond |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161058 | 21 | 56 | Arctic Coastal Dynamics: Rates, Impacts, Hazards and Implications for the Future |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162333 | 21 | 56 | Remote Sensing of the Cryosphere: Seasonal Snow |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158109 | 21 | 56 | Granular and Fluid Physics in Geomorphology III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160078 | 21 | 56 | Climate Intervention, Mitigation, Adaptation, and Restoration Solutions: Interdisciplinary Development and Evaluation of Safety and Efficacy II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160269 | 21 | 56 | Ecosystem Services in the Era of Climate Change: Carbon Neutrality, Resilient Pathways, and Future Policy II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161099 | 21 | 56 | Role of Hydropower in Sustainable Clean Energy Transitions II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160517 | 21 | 56 | The Role of Flexible Geoenergy Systems in the Energy Transition II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161410 | 21 | 56 | Utilizing Earth Observations to Address Complex Environmental Challenges in South and Southeast Asia II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161645 | 21 | 56 | Linking Humans to the Environment: Towards Better Measurement of Exposure in Human-Environment Research II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159099 | 21 | 56 | Atmosphere-through-Bedrock Observations, Modeling, and Science in the Upper Colorado River Basin |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158387 | 21 | 56 | Floodplains in the Anthropocene |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160162 | 21 | 56 | Forecast Informed Reservoir Operations (FIRO) - Science and Decision Support Needs |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161241 | 21 | 56 | Subsurface Hydrogen Storage: Opportunities and Challenges for Enabling a Low Carbon Future |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161809 | 21 | 56 | Ultra-high resolution near surface soil moisture products for hydrology, agriculture, and hazard applications |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159287 | 21 | 56 | Water and Society: Interdisciplinary Perspectives on Hydroclimatic Forecasting for Water Resources Decision-Making |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157064 | 21 | 56 | Knowledge graph, machine learning, and artificial intelligence in geosciences |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161288 | 21 | 56 | Implementing Natural- and Nature-based Features: The Nexus of Flood Protection &amp; Biodiversity |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157262 | 21 | 56 | Geology and Geophysics of Active Satellites and Small Bodies |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159438 | 21 | 56 | Juno Results: Ganymede, Europa, Io, and Jupiter’s Rings |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159712 | 21 | 56 | Planetary Atmospheres, Space Weather, and Magnetic Fields: A Joint AGU-AAS Session |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158058 | 21 | 56 | Advancing Speleothem Paleoclimate Research: Geochemical Toolkits, Proxy-Climate Quantification and Isotope-Enabled Climate Models |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160112 | 21 | 56 | Cyclostratigraphy and Astronomical Forcing of Earth’s Paleoclimate System |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156802 | 20 | 57 | Aerosol, Cloud, Precipitation and Radiation Studies over High Latitude Oceans |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158297 | 20 | 57 | Aquatic Aerosols: From Microscale Processes to Impacts on Climate |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156505 | 20 | 57 | Atmospheric Research Supported by Uncrewed Systems |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156917 | 20 | 57 | Deep Space Earth Observations |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161856 | 20 | 57 | Climate and Human-driven impacts on Amazonian Forests |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158858 | 20 | 57 | Illuminating Unique and Understudied Microbial Drivers of Biogeochemical Cycling and Environmental Change |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162088 | 20 | 57 | Remote Sensing of Wetlands Dynamics |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158634 | 20 | 57 | Wetlands and Peatlands in a Changing Climate: Science and Management |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161502 | 20 | 57 | Observations and Models of Ice Sheet-Solid Earth-Sea Level Interactions toward Constraining Modern and Future Sea-level Changes |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159862 | 20 | 57 | Remote Sensing of the Earth’s Northern Landscapes |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161679 | 20 | 57 | Advances in mantle convection and planetary evolution |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160010 | 20 | 57 | Toward an Interdisciplinary Understanding on the Structure, Composition, and Dynamic Evolution of the Lower Mantle |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162716 | 20 | 57 | Education Section General Contributions Poster Session I |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161155 | 20 | 57 | Open Science Practices and Success Stories Across the Earth, Space and Environmental  Sciences III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160915 | 20 | 57 | Interactions of Flow, Sediment, and Wood in River Ecosystems: Observations and Modeling III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158825 | 20 | 57 | River Deltas: Hydrology, Geomorphology, and Sedimentology III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165478 | 20 | 57 | Global-Local-Global Analysis of Sustainability and the Telecoupling of Land and Water Systems II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161813 | 20 | 57 | Costs, potential and performance of CO<sub>2</sub> capture, utilization and storage (CCUS) technologies II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156714 | 20 | 57 | Environmental changes and human migration: Advances in modeling and analysis II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157179 | 20 | 57 | Decision Support Applications for Public Health Surveillance using NASA Earth Observations II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159373 | 20 | 57 | Frontiers in Water-Quality Science: Origins, Patterns, and Detection of Spatial and Temporal Variation |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156517 | 20 | 57 | Precipitation Through the Eyes of Machine Learning and Advanced Statistics - Remote Sensing, Uncertainties and Variability |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160383 | 20 | 57 | Streams as Windows to Understanding Catchment Response to Perturbations |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158529 | 20 | 57 | Growing Opportunities for Multiparty Collaborations in Artificial Intelligence and Machine Learning for Science Research and Applications |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156894 | 20 | 57 | Near Real-Time/ Low Latency Data and Tools for Earth Science Applications |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161214 | 20 | 57 | Cold seep methane dynamics - geological drivers and biogeochemical impacts. III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159857 | 20 | 57 | Observational Gaps in Coastal Zone Monitoring in Terms of Natural and Human-Induced Forcing Factors, Response, and Evolution III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160030 | 20 | 57 | Atmospheric structure and composition of Jupiter: Results from Juno, supporting observations and modeling |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157785 | 20 | 57 | Radar Investigations of Planetary Surfaces and Subsurfaces |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159042 | 20 | 57 | Hydroclimate Lessons from Cenozoic Paleoclimates |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161621 | 19 | 58 | Compounding Hazards and Cascading Impacts: Spurring Multidisciplinary Exchanges on Critical Risks |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156622 | 19 | 58 | Atmospheric Oxidation Capacity Constraints: Laboratory Investigations, Field and Remote Sensing Observations, and Modeling Studies |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159933 | 19 | 58 | Marine Cloud Brightening: exploring inadvertent and deliberate perturbations to understand aerosol-cloud interactions. |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156689 | 19 | 58 | Mercury Biogeochemistry and Environmental Change |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161438 | 19 | 58 | Toward an understanding of methane fluxes on response to environmental change. |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161179 | 19 | 58 | Community Tools and Products for Cryosphere Discovery and Application |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161460 | 19 | 58 | Increasing Diversity in the Earth and Space Science Workforce II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158175 | 19 | 58 | Scientific Applications Enabled by the International GNSS Service (IGS) and Associated Improvements to GNSS Products |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159189 | 19 | 58 | Changes and impacts of climate variability in South America II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157386 | 19 | 58 | MultiSector Dynamics: Energy-Water-Land Interactions at Multiple Scales II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165451 | 19 | 58 | MultiSector Dynamics: Extreme Weather, Society and Uncertainty Characterization II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161642 | 19 | 58 | Fundamental Rock Magnetism |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161065 | 19 | 58 | Geomagnetic Field Behavior Across All Timescales |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160673 | 19 | 58 | Advancing the Estimation of Hydrometeorologic Extremes for Flood Preparedness in a Changing Climate |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161579 | 19 | 58 | Data Driven Approaches for Flood Observation, Model Validation, and Uncertainty Quantification |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160436 | 19 | 58 | Soil Moisture Mediation of Land-Atmosphere Interactions |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156932 | 19 | 58 | Stable Isotopes in the Critical Zone: Methods, Applications, and Process Interpretations |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160118 | 19 | 58 | Urban Heat, Vegetation, and Water Dynamics: New Insights and Implications for Management and Equity in Heterogeneous Landscapes |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160864 | 19 | 58 | Harnessing the Geospatial Data Revolution to Advance Sustainability Science |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157803 | 19 | 58 | When We Don't Know Everything: Stochastic Approaches to Predicting and Understanding the Earth System III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161291 | 19 | 58 | Big Earth Data for Disaster Risk Reduction |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158332 | 19 | 58 | Recent Advances in Flood and Shallow Water Modeling |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157515 | 19 | 58 | Seismo-acoustics: a planet’s dialog from the ground to the edge of space |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161232 | 19 | 58 | Ice-sheet variability and behavior through the lens of geologic data and numerical modeling |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159156 | 18 | 59 | Decision-Relevant Understanding of Dry and Wet Precipitation Extremes and Their Impacts |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160126 | 18 | 59 | High resolution Earth system modeling on large supercomputers |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162104 | 18 | 59 | Advances in ecohydrology of arid environments |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160427 | 18 | 59 | Advances in upscaling networked observations to regions and the globe using machine learning and modeling |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161266 | 18 | 59 | Relationships Between Microbial Communities and Ecosystem Processes in High Latitude Ecosystems:  Interactions that Influence Soil, Sediment, and Aquatic Processes in a Changing Cryosphere. |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160919 | 18 | 59 | Processes Controlling Near-Term Trends of Antarctic Mass Balance |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158117 | 18 | 59 | Cohesive sedimentary systems: dynamics and deposits II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158189 | 18 | 59 | Reference Frames: Determination, Usage, and Application |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159318 | 18 | 59 | Advances in monitoring and mitigation assessments of greenhouse gas (GHG) emissions and sinks for the land sector II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165437 | 18 | 59 | Connecting Cause and Effect in Analyses of Coupled Human and Geophysical Systems: the Early to Modern Anthropocene II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159116 | 18 | 59 | Quantifying Nutrient Budgets for sustainable nutrient management and national action plans II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158384 | 18 | 59 | The Flows of Energy Through the Climate System II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158548 | 18 | 59 | Frontiers in Electromagnetic (EM) Geophysics |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160981 | 18 | 59 | Advances in petrophysics for hydrogeophysics and critical zone science |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157055 | 18 | 59 | Diagnostics, Sensitivity, and Uncertainty Analysis of Earth and Environmental Models |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157267 | 18 | 59 | Frozen Ground Hydrology: Moving Towards a Process-Based Understanding |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157609 | 18 | 59 | Recent Advances in Large-Scale High-Resolution Hydrologic and Flood Modeling and Hydroclimatic Extremes Assessment |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161276 | 18 | 59 | Variability and controls of ocean climate revealed by long-term multidisciplinary eulerian observatories III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158412 | 18 | 59 | Concepts for Future Planetary Science Missions |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158799 | 18 | 59 | The Future of Planetary Atmospheric, Surface, and Interior Science Using Radio and Laser Links |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159228 | 17 | 60 | Early Career-Led DEI Initiatives: Actionable Insights Towards a More Just, Equitable, and Inclusive Scientific Environment |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156939 | 17 | 60 | Chemical Physics Insights into Atmospheric and Planetary Chemistry |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158951 | 17 | 60 | Emissions of atmospheric pollutants from oil, gas, and coal operations |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161494 | 17 | 60 | Jetstream Dynamics, Atmospheric Rossby waves and Associated Extreme Weather and Climate Events |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157745 | 17 | 60 | Ecological Forecasting in the Earth System |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158555 | 17 | 60 | Emerging Topics in River Corridor Hydro-bio-geochemistry |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160320 | 17 | 60 | Advances in Observation and Modeling of Ecohydrological Processes in Snow-Covered Forests |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157488 | 17 | 60 | Air Pollution and its Impacts over the Cryosphere |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 163124 | 17 | 60 | ICESat-2 On-orbit Performance, Data discoveries and Science Results |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161799 | 17 | 60 | Earth Science for Advancing National Implementation of the Sustainable Development Goals II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162136 | 17 | 60 | Innovative Applications of Earth Observations to Mitigate Environmental Challenges in the Americas II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161607 | 17 | 60 | MultiSector Dynamics: MultiSector Impacts of Energy Transitions II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158994 | 17 | 60 | Global Hotspots related to Environmental Change and Health Impacts II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159329 | 17 | 60 | Statistical Methods, Machine Learning, and Big Data in GeoHealth II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158967 | 17 | 60 | The influence of environmental/climatic, social, economic, and policy factors on the incidence, propagation, and impact of SARS-CoV-2/COVID-19. II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162206 | 17 | 60 | Advances in Data Assimilation, Data Mining, and Data Fusion in Earth System Modeling and Applications |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158785 | 17 | 60 | Biogeochemical and Hydrodynamical Processes in Biofilms and Porous Media |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161888 | 17 | 60 | Biogeochemical, Hydrological, and Anthropogenic Perturbations Driving Urban Critical Zone Processes |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160884 | 17 | 60 | Remote Sensing of Soil Processes |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168284 | 17 | 60 | 40 Years of Atmospheric Scaling: From Clouds to Climate Variability Across Scales |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157760 | 17 | 60 | Research, Exploration, and Challenges in the Hadal Zone and Deep Ocean Trenches III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161394 | 17 | 60 | Transport, Evolution, Mixing and Decay of Coherent Oceanic Eddies. II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156725 | 17 | 60 | Historical and Paleo Perspectives on Fire in the Earth System |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160216 | 16 | 61 | Air Pollution Mitigation and Carbon Neutrality in Megacities and Gigacities |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160938 | 16 | 61 | Atmospheric Chemical Mechanisms: Connecting Experiments, Theory, and Modeling |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158626 | 16 | 61 | Boundary Layer Clouds and Climate Change |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165670 | 16 | 61 | Using Lightning Data to Investigate Thunderstorm Processes, Atmospheric Chemistry, Air Quality, and Climate |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161827 | 16 | 61 | Soils in the Anthropocene: New Insights Across Space and Time |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161963 | 16 | 61 | The effect of plant communities and their microbial associations on soil biogeochemistry |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158505 | 16 | 61 | Advances in Understanding Ice Sheet and Ice Shelf Surface Mass Balance: Past, Present, and Future |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165676 | 16 | 61 | How stable is the Greenland Ice Sheet? Past, Present and Future |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161644 | 16 | 61 | NSF’s Geoscience Education and Diversity Portfolio: Highlighting Successful Methods for Necessary Change. II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 163068 | 16 | 61 | Advancing Atmospheric Science Research through Interdisciplinary Applications with Geodesy: Global Navigation Satellite Systems |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165492 | 16 | 61 | Confirming, Evaluating, and Quantifying Uncertainty in Climate models and making Climate Models &amp; Data Actionable II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161840 | 16 | 61 | Dynamics of Flooding, Pollution and Urbanization in Watersheds II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165463 | 16 | 61 | Global Changing Environment and Human Wellbeing: Impact, policy, and scientific challenges II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157790 | 16 | 61 | New Technologies and Platforms to Detect and Quantify Emissions From Oil and Gas Supply Chain: Methods, Data, and Insights II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158389 | 16 | 61 | Early Warning Systems for Infectious Disease Based on Climate and Environmental Variability II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157622 | 16 | 61 | Environmental Vadose Zone Hydrology: Physical and Biogeochemical Processes Across Scales |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157520 | 16 | 61 | Advances in Instrumentation for Earth and Space Science |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157641 | 16 | 61 | Lab-Scale Seismology: Ultrasonic Characterization in Rock Mechanics |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157196 | 16 | 61 | The History of Volatiles in Rocky Planetary Interiors and Their Surface Expression |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161874 | 16 | 61 | Convergent Research in the Arctic: Addressing Complex Societal Challenges through Action-Oriented Coastal and Ocean Science III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160173 | 16 | 61 | Interpretable Machine Learning for Marine Sciences: From Data Mapping to Gaining Trustworthy New Knowledge III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158934 | 16 | 61 | The New Mars Underground: Nexus of Decadal Planetary Science Objectives |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158694 | 15 | 62 | Cirrus in the Tropical Upper Troposphere and Lower Stratosphere |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157637 | 15 | 62 | Climate Impacts of Black Carbon Containing Particles: The Role of Mixing State |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158011 | 15 | 62 | The NASA Atmosphere Observing System: Exploring Aerosol, Cloud, Convection, and Precipitation Processes |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161478 | 15 | 62 | A new look at an old problem: microbial methane cycling across systems and scales |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157628 | 15 | 62 | Glacier-Lake Interactions in a Changing Climate: an Interdisciplinary Perspective on Rates, Processes, and Impacts |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158221 | 15 | 62 | The Changing Arctic Seas: Weather System Amplifiers? |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162184 | 15 | 62 | Using NASA SnowEx Data for Algorithm Development and Modeling to Estimate Seasonal Snow and Snow Water Equivalent |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158289 | 15 | 62 | Arctic Education &amp; Outreach - Effective ways of engaging  diverse learners in Arctic science II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158054 | 15 | 62 | Indigenous Science to Action: Authentic Contexts for Supporting Indigenous Priorities II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159244 | 15 | 62 | Supporting Diversity in Earth and Space Science Education and Public Engagement II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158759 | 15 | 62 | Tectonic and climatic controls on the evolution of mountain belts III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156805 | 15 | 62 | Gravity Field Determination: Acquisition, Analysis, and Geodetic Applications of Terrestrial, Marine, and Airborne Gravity Data |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159002 | 15 | 62 | Dynamic Disturbance Processes in Permafrost Regions I Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157687 | 15 | 62 | The Effect Extreme Heat, Heat Waves and Urban Heat Islands on Public Health: Vulnerability, Impacts, Adaption, and Mitigation II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157534 | 15 | 62 | Environmental Magnetism |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160032 | 15 | 62 | General Contributions in Geomagnetism, Paleomagnetism, and Electromagnetism |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160107 | 15 | 62 | Advances in the Fate of PFAS and other Emerging Contaminants as well as Microorganisms and Colloids in the Environment |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161717 | 15 | 62 | Lakes: their Dynamics, Hydroclimate Impacts, and Human-hydro-ecosystem Interactions |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160841 | 15 | 62 | Panta Rhei: Hydrology, Society, and Environmental Change |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161625 | 15 | 62 | Global community efforts to make Samples, Specimens, and Sampling Features (as well digital information about them) comply with the FAIR and CARE principles |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161866 | 15 | 62 | Human-induced Factors and Effects on Natural Hazards |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158593 | 15 | 62 | Advances in Active Remote Sensing for Hydrology and Terrestrial Ecosystems |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157263 | 15 | 62 | Mercury at the dawn of Bepi-Colombo’s era: Interdisciplinary exploration inside and out |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161794 | 14 | 63 | Novel Paradigms in Terrestrial Ecosystem Modeling |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162310 | 14 | 63 | Soils in the Anthropocene: Linking Soil Health Indicators to Functions |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158305 | 14 | 63 | Origin and Transport of Volatiles in Planetary Interiors |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159698 | 14 | 63 | Climate Empowerment: Effective strategies to advance climate and resilience education in K-12 and informal learning contexts II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159093 | 14 | 63 | New and Innovative Methods for Educating the Public on Earth and Space Science Topics II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 166455 | 14 | 63 | Sharing Best Practices for Earth and Space Science Outreach and Engagement II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161046 | 14 | 63 | Linking nearshore and onshore sediment transport processes and geomorphic responses: Insights from field, laboratory, and modeling studies III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162008 | 14 | 63 | Advances in Estimates of Economic Damages from Climate Change to Support Updated Social Cost of Greenhouse Gas Calculations and Improved Policy Analysis I Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160738 | 14 | 63 | Conservation Ecohydrology |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158446 | 14 | 63 | Introducing the paradigm of Critical Zone science to agrohydrology |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157083 | 14 | 63 | Integrated Studies of Geospheres Interaction Associated with Pre-earthquake processes, Geohazards, and Space Weather by Ground and Space-Borne Multi-Instrument Observations |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160958 | 14 | 63 | Transferring Risk: Bridging science, practice and policy to in(en)sure sustainable natural peril risk transfer/financing applications |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158227 | 14 | 63 | Cryogeophysics: Innovations and Discoveries Through Geophysical Observations of Cold Region Environments |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162998 | 14 | 63 | Outer Planets and Beyond |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161714 | 13 | 64 | Effective Earth and Space Science Informatics: Building the Future of Science |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157685 | 13 | 64 | Unraveling atmospheric aerosol processes across scales |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162189 | 13 | 64 | Arctic to Tropics: Converging on a Shared Understanding of the Consequential Processes Governing Ecosystem Methane Emissions at the Forefront of Global Change |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161602 | 13 | 64 | Intersections between AmeriFlux and Remote Sensing: Toward an Integrated Understanding of Ecosystems |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158848 | 13 | 64 | Redox Biogeochemistry in the Thawing Arctic: Impacts on Carbon Cycling Across Physical and Chemical Gradients |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160802 | 13 | 64 | Spatial and temporal interrogation of biogeochemical interactions in the heterogeneous soil or soil-like systems |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156652 | 13 | 64 | Modeling of the Cryosphere: Seasonal Snow |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157004 | 13 | 64 | Amazing Technologies and Capabilities That Contribute to STEAM II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159737 | 13 | 64 | Climate Empowerment: Climate Education Initiatives II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156642 | 13 | 64 | Creating Authentic STEM Experiences in Schools to Meet the Challenges Facing Our Planet |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157904 | 13 | 64 | The Global Geodetic Observing System: Geodesy for Sustainable Earth Observation |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159243 | 13 | 64 | Healthy Cities Under Climate Change II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157235 | 13 | 64 | Planetary Magnetism and Protoplanetary Disk Magnetism |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159767 | 13 | 64 | Physics-Based and Hybrid (Physics ML) Modeling for Watershed Function |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156874 | 13 | 64 | Uncertainty and Error in Hydrological Citizen Science Observations |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161515 | 13 | 64 | Water and Society: Big Data Analytics to Transform Governance of Water, Energy, and Human Networks in the Anthropocene |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160481 | 13 | 64 | Extreme Variability and Complexity: from Theory to Modeling and Big Data, from Urban Systems to Climate and Pandemics |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157878 | 13 | 64 | The future of Multi-hazards: Physical and Social interactions in a Changing Climate |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160158 | 13 | 64 | Near-surface geophysics for vadose zone and soil processes |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159107 | 13 | 64 | Near surface geophysics in a changing climate |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159281 | 13 | 64 | Near-surface Geophysics in the Critical Zone |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159067 | 12 | 65 | Advances in understanding and modeling of the QBO and its impacts |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159211 | 12 | 65 | Observed and simulated mid-latitude air-sea interaction and inter-basin teleconnections |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158251 | 12 | 65 | Advances in Driver Attribution Studies to Support Water Quality Improvement |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161721 | 12 | 65 | Advances in Field Measurements across AmeriFlux: To Improve Our Understanding of the Relationship between Plant and Ecosystem Function |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159254 | 12 | 65 | Atmospheric Exchange with Marine and Terrestrial Ecosystems |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161682 | 12 | 65 | Biogeochemical Cycling Mediated by Nanoscale Colloids and Particulate Matter: Developments in Measurements, Modeling, and Experiments |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156903 | 12 | 65 | Observations and Modeling of Polar Firn |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161917 | 12 | 65 | Open Source, Open Access, Open Science: Transforming Earth and Space Science Education Through Decentralized Design II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161687 | 12 | 65 | Understanding and Enhancing Science Identity As a Strategy to Broaden Participation In STEM II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160390 | 12 | 65 | Up-Goer Five Challenge: Making big ideas more simple by talking about them in words we use a lot II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157650 | 12 | 65 | Understanding bedforms across a range of scales and environments II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156607 | 12 | 65 | Human-environmental Interactions Along the Ancient Silk Roads I Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157858 | 12 | 65 | Implications of Ongoing Mountain Hydrologic Changes on Water Resources I Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162037 | 12 | 65 | Soil, Water Conservation, and Climate Smart Sustainable Agriculture Technologies for Food Security I Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159031 | 12 | 65 | Sustainable Energy Transitions in the Developing World I Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160329 | 12 | 65 | Water and health in a volatile climate: science-based strategies for equitable well-being in a water secure future I Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 163110 | 12 | 65 | Magnetic Chronostratigraphy |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157250 | 12 | 65 | Causal Inference in Hydrology: Inter-comparisons, Applications and Future Avenues |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161374 | 12 | 65 | Characterizing and Managing Hydrobiogeochemical Processes at Critical Interfaces in Critical Zones |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160085 | 12 | 65 | Hydromechanical Processes in Energy Geotechnics |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160446 | 12 | 65 | The legacy of Prof. Vijay K. Gupta on scaling research in watershed hydrology |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159166 | 12 | 65 | Environmental Data User Support with Cloud-Based User Services |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157191 | 12 | 65 | A Journey Into Planetary Interiors: Implications of Phase Transitions and Physical Properties of Planet-Forming Materials at Extreme Conditions |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159802 | 12 | 65 | Experimental and Theoretical Developments on Large-Volume Samples Under Extreme Conditions and Their Implications for Planetary Scale Processes |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159456 | 12 | 65 | Advances in Hurricane Intensity Forecasting and Research Through the Use of Innovative Ocean Observing Technologies |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158939 | 12 | 65 | Characterization, Mitigation, Mission Designs, and Consequences of Asteroid Impacts on Earth |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161367 | 12 | 65 | Towards a Holistic Approach to Estimating Carbon Export and Attenuation in the Oceans II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161075 | 12 | 65 | Giant Planet Interiors |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162336 | 12 | 65 | Modeling Approaches for the Current Climate of Mars |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162989 | 12 | 65 | NASA’s Psyche Mission: Exploration of a Metal World |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158857 | 12 | 65 | High-Resolution Analytical Techniques: Improving our Understanding of Past Climates |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157061 | 11 | 66 | <em>Novel Data- and Machine Learning-Driven Approaches to Seismogenesis and Engineering Seismology</em> |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162312 | 11 | 66 | Convection in the Coming Decade of Earth Observations from Space |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159577 | 11 | 66 | Monitoring and Modelling of F-Gases and Ozone Depleting Substances |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160535 | 11 | 66 | Progress in Reanalysis: Development, Evaluation, and Application |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157444 | 11 | 66 | Investigating Microbial Metabolism in the Archean Eon |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161036 | 11 | 66 | Understanding Variation in Tree Hydraulic Processes and Associated Climate Feedbacks |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160759 | 11 | 66 | Holocene to Historical Context of Recent Ice Loss in the Amundsen Sea Embayment and along the West Antarctic Coast |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161004 | 11 | 66 | Recent Advances in Understanding Glacier Surges and other Flow Instabilities |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161271 | 11 | 66 | Bridging the observational gap: Integrating laboratory, field, and geophysical datasets to quantify mantle properties and processes |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162201 | 11 | 66 | Immersing the Public in Polar Research Via Education and Outreach Programs II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161648 | 11 | 66 | Reorganization of River Basins II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160265 | 11 | 66 | ALOS-2 Research Synergies I Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160853 | 11 | 66 | Developments in reduced complexity modeling and Earth system model emulation I Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161584 | 11 | 66 | Exploring Ocean Alkalinity Enhancement: Theory, practice, models, and measurements at a new frontier in marine carbon dioxide removal I Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158870 | 11 | 66 | Bringing Health to the Room Where it Happens: Incorporating Health and Equity into Climate Policies and Planning. I Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159992 | 11 | 66 | Advancing hydrologic modeling and prediction in the U.S. through new observations and scalable observing networks |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158788 | 11 | 66 | Applied Terrestrial Gravimetry: Monitoring and Modelling Environmental Processes |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159150 | 11 | 66 | Hydroinformatics and Data Science: Pathways to Support Reproducible Watershed Modeling |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160736 | 11 | 66 | Ingenuity in a Warming World: Droughts, Floods, and Disturbance |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161895 | 11 | 66 | Water and Society: Water Scarcity Impacts on Local Communities and Economies |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161432 | 11 | 66 | Thermal, Chemical and Elastic Properties of Minerals and Metal Alloys with Applications to the Dynamo of Terrestrial-Type Bodies |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160922 | 11 | 66 | Earthquake Scenario Development, Deployment, and Uses |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 163151 | 11 | 66 | Miscellaneous Topics in Natural Hazards |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157117 | 11 | 66 | Understanding and Modeling Complex Risks in Coupled Human-Environment Systems |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159709 | 11 | 66 | Arctic coastal and continental shelf dynamics I Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157796 | 11 | 66 | Balloons in Earth and Planetary Sciences: Research, Applications, and Emerging Concepts |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159141 | 10 | 67 | Archives and Observations From Sub-Ice Environments |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160021 | 10 | 67 | Nonlinearities, Instabilities, and Abrupt Change in High Latitudes |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158541 | 10 | 67 | The Cryosphere Is for All: Overcoming Barriers to Participation in the Cryospheric Sciences |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160750 | 10 | 67 | Future of NASA Science Activation: Call for Ideas for the Next Ten Years II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159344 | 10 | 67 | Modeling Earth Surface Processes Using Community Surface-Dynamics Software II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160272 | 10 | 67 | Pathways to Provision of more Robust Regional Information for Society I Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162240 | 10 | 67 | Impacts of Biomass and Crop residue burning on Clean Air, Public Health, and Climate I Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161336 | 10 | 67 | Understanding the Interactions between Climate Change, Air Quality and Health Disparities I Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161421 | 10 | 67 | Hydrobiogeochemistry in River Corridors across various scales |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157905 | 10 | 67 | Rapid unsaturated zone flow in porous and fractured media |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160604 | 10 | 67 | Valuing tree-ring-based streamflow reconstructions in water resources management |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160576 | 10 | 67 | Challenges and Best Practices for Using UAV in Field Research |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159022 | 10 | 67 | Engaging Low Earth-Orbiting  (LEO) Users to Build on Past Successes and to Set the Path for a Sustainable Future |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157651 | 10 | 67 | Enhancing the Interoperability and Reusability of Airborne and Field Data |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161204 | 10 | 67 | Leveraging Unsupervised Learning Techniques in Earth Science Observations |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161709 | 10 | 67 | The Microphysics Of Mantle Flow and Plate Boundary Formation |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161994 | 10 | 67 | Process Studies, Educational Activities and Technological Advancements Using Data and Infrastructure from the Ocean Observatories Initiative (OOI) II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162387 | 10 | 67 | Carbon Across the Solar System |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162386 | 10 | 67 | Ultraviolet Observing of Solar System Targets |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162218 | 10 | 67 | Exploring the Nexus of Past Climate, Environment, and Humans: Combining Molecular Tools and Other Novel Proxies, Techniques, and Methods |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158085 | 9 | 68 | Numerical Coupling of Atmospheric Processes in Current and Future Models: Challenges and Paths Forward |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161846 | 9 | 68 | Trend analysis of atmospheric pollutants monitored worldwide |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162134 | 9 | 68 | What are the Challenges in Monitoring, Forecasting, and Managing Air Quality in the Global South ? |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160249 | 9 | 68 | Drained Lake Basins in Permafrost Regions |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161313 | 9 | 68 | Understanding the Impact of Extreme Weather Events on Ice Sheets and Ice Shelves |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161471 | 9 | 68 | Exploring multi-scale mantle dynamics with computational methods |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162784 | 9 | 68 | Theoretical and experimental constraints on the mineralogy, structure, and dynamics of exoplanetary interiors: An exploration of planetary materials under extreme conditions |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160098 | 9 | 68 | Mental Health and Conflict Consequences of Extreme Weather and Climate Events: Identifying Pathways, Challenges, and Interventions I Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161136 | 9 | 68 | <em>Accounting for Heterogeneity and Uncertainty in Reactive Transport Processes</em> |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161016 | 9 | 68 | Water Quality and Anthropogenic Disturbance: Upscaling Insights for Watershed Management and Policy |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161039 | 9 | 68 | Towards a Digital Twin of Sustainable Earth and Infrastructure |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161009 | 9 | 68 | Advancing Near Surface Geophysics in Anthropogenic Environments |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159059 | 9 | 68 | Show us how open-source tools in near-surface geophysics were used to address your scientific problems? |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157727 | 9 | 68 | Earth System Reanalysis II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162099 | 8 | 69 | Emergent Behavior in Terrestrial Ecosystems |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162143 | 8 | 69 | Surface-Atmosphere Interactions: Direct Carbon Measurements for Effective Climate Solutions |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160260 | 8 | 69 | Advances in Arctic Observing and Data Systems |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162176 | 8 | 69 | Constraining the Thermal Structure in the Upper Mantle with Interdisciplinary Perspectives and Multiple Datasets |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157384 | 8 | 69 | Advancing Community, Equity, and Inclusion in the Polar and Alpine Sciences |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161951 | 8 | 69 | Using the Polar Literacy Principles to Guide Development of Impactful BI Activities II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161325 | 8 | 69 | Submarine Fans: Turbidity Current Morphodynamics, their Deposits, and Impacts on Global Climate Change II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160626 | 8 | 69 | Advances in subgrid parameterization of physical processes in Earth System Models |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160903 | 8 | 69 | Advancing Empirical Catchment Hydrology Through New Theories and Observations. |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160784 | 8 | 69 | Human Footprint from Space: Using Remote Sensing to Monitor Anthropogenic Impacts on the Hydrologic Cycle |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157122 | 8 | 69 | Preparedness and Planning for Healthy Shared Water Systems Under Climate Change |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161521 | 8 | 69 | The Bottom of the Hydrologic Cycle |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161102 | 8 | 69 | The Hydrologic and Hydrogeologic Role of the Cryosphere in Watershed Function |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160566 | 8 | 69 | Leveraging Spatial Data Infrastructures to Empower Open Science Collaboration |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161798 | 8 | 69 | Open Science for Life in Space: Data Sharing and Tools for Knowledge Discovery |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161912 | 8 | 69 | Observing Air-Sea Interactions Strategy (OASIS) “Big Asks” and “Grand Ideas” for 2030 II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159480 | 7 | 70 | Education and Workforce Development for Convergence and Data Sciences in the Era of Artificial Intelligence and Machine Learning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161612 | 7 | 70 | Community Experimentation - Building an Open, Accessible Future in Hydraulics, Geomorphology, Ecohydraulics, and Sedimentology II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161035 | 7 | 70 | Applications of Low-cost, Mass-market and Consumer-grade GNSS in Geosciences |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161364 | 7 | 70 | Advances in Continuous Development and Continuous Deployment of Earth System Models I Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159082 | 7 | 70 | Monitoring, Modeling and Mapping of GeoHealth Indicators for Harmful Algal Blooms and Environmental Pathogens I Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162241 | 7 | 70 | Advancements in Information Entropy-Based Hydrological Processes. |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159486 | 7 | 70 | Characterizing, Analyzing, and Dealing with Uncertainty in Human-water Systems for Better Decisions |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161961 | 7 | 70 | Tropical Mountains and Islands: Connections Across Scales, Gradients, and Boundaries |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161524 | 7 | 70 | Bridging physical, analytical, information-theoretic and machine learning approaches to complex system dynamics and predictability across the Earth System Sciences |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160787 | 7 | 70 | Innovative Technologies to Monitor and Model Sediment Entrainment and Transport in Geomorphic and Hydrogeological Hazardous Flows |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162320 | 7 | 70 | Harmful Sargassum Blooms in the Tropical Atlantic : in situ observation, remote sensing, forecast and management III Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158882 | 7 | 70 | Perspectives for the Evolution of the InterRidge initiative and Marine Research Communities through the prism of interdisciplinary scientific results II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160935 | 7 | 70 | Resolving the Mysteries of Venus's Water, Climate, and Habitability History |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157368 | 7 | 70 | Monsoons in warm climates: new insights from palaeoclimate reconstructions and simulations |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158916 | 6 | 71 | Technologies &amp; Approaches for Decentralized Water Quality Monitoring through Citizen Engagement. |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158830 | 6 | 71 | Biogeochemistry of colloidal particles in the critical zone |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162148 | 6 | 71 | Climate Empowerment: Exploring Professional Development Innovations to Engage Educators and the Future Workforce in Climate Solutions |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158370 | 6 | 71 | Creating and Sustaining Safety and Community at Scientific Field Stations, Field Camps, Marine Laboratories, and Research Vessels |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162350 | 6 | 71 | Advances in the acquisition and application of high-resolution bathymetry in shallow freshwater environments. II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162398 | 6 | 71 | Artificial Intelligence and Machine Learning for Water Quality Monitoring Using Remote Sensing |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161050 | 6 | 71 | Bridging Flood Inundation Mapping Scales between Local and Continental |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160479 | 6 | 71 | Surface Water Quality Risk Assessment under Climate Change Uncertainty |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158261 | 6 | 71 | Unsupervised learning in Hydrology: Harnessing Big Data to advance process understanding |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161475 | 6 | 71 | Open Source Science to Facilitate the Use of Airborne Earth Observations |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162745 | 6 | 71 | Properties of Fracture Networks and the Flow of Fluids through Discrete Fracture Networks |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158764 | 6 | 71 | Cool Stars and Their Influence on (Exo)Planetary Habitability |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161121 | 5 | 72 | Convection-Permitting Climate Modeling and Climate Risk Assessments |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160037 | 5 | 72 | Coupling meso- to micro-scale simulations to improve understanding of atmospheric processes in the boundary layer |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159249 | 5 | 72 | Tethered AeroSystems |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161054 | 5 | 72 | Gearing Up for a Snow Satellite Mission: Advances in Radar Remote Sensing of Snow |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161565 | 5 | 72 | Beyond Accommodation: Best Practices for Universal Design in Lab-, Field-, and Computational-Based STEMM Research and Education |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159129 | 5 | 72 | Low-Tech and High-Impact Hands-on Activities: Minimizing Barriers to Facilitating STEM Content to Diverse Audiences |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158511 | 5 | 72 | Performance Art for the Sciences: Poetry, Dance and Other Creative Media |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161752 | 5 | 72 | Challenges and opportunities to improve impact assessments of climate change on human health: Considering current and future population characteristics. I Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160013 | 5 | 72 | Physics-based and data-driven methods to quantify and mitigate human health risk from outdoor air pollution I Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160229 | 5 | 72 | Advances in Low-Cost and Participatory Approaches for Hydroclimatic Monitoring |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160590 | 5 | 72 | Prediction of Precipitation and Water Availability in the US West |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161699 | 5 | 72 | Open Artificial Intelligence Utilizing Earth Observations for Advancement on Sustainable Development Goals |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160907 | 5 | 72 | Geospatial Approaches and Crowdsourced Geo-Information for the Study of Natural Hazards |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158192 | 5 | 72 | Seismological Monitoring of Landslides in the Himalayas |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162056 | 4 | 73 | Integrated Drought Science and Technology: A Convergence Research Approach in the Colorado River Basin |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160548 | 4 | 73 | Environmental sensor networks |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161456 | 4 | 73 | Applications of high-carbon materials in a de-carbonizing world |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162855 | 4 | 73 | International Perspectives on Earth and Environmental Education |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159836 | 4 | 73 | Science Communication for the Next Generation |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162214 | 4 | 73 | Undergraduate Students Sharing in the Geosciences: Promoting Scientific Research Collaborations Across Disciplines |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159826 | 4 | 73 | Tropical Coasts: Land-Ocean Environments at Low-Latitudes II Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162442 | 4 | 73 | Going beyond mapping: From Earth Observation datasets to information system for planning of sustainable landscapes I Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162058 | 4 | 73 | Local and Long-range transport of Dust on Coastal Ecology, Human Health, Snow/Glaciers, and Associated Hazards I Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162811 | 4 | 73 | Recent Advances in GeoHealth I Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157085 | 4 | 73 | Atmospheric Water Resources: Physical Mechanisms and Key Technologies |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157224 | 4 | 73 | Groundwater Flow for Water Purification |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162043 | 4 | 73 | Integrative Approaches to Modeling and Monitoring of Bedrock Aquifers: Risk, Depletion, and Moving towards Sustainability |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161207 | 3 | 74 | Improving Subseasonal to Seasonal Predictions Through ESMF-NUOPC Coupled Modeling |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161900 | 3 | 74 | Novel Methods and Models to Develop and Constrain Nitrogen Budgets from Hillslope to Watershed Scales |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158365 | 3 | 74 | Climate Change as Related to Waste Site Risks, Remediation and Resilience I Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157279 | 3 | 74 | PFAS Multi-media Measurements, Methods, and Systems-level Fate and Transport I Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160632 | 3 | 74 | Wrangling the World’s Air Quality Data |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157895 | 3 | 74 | Exoplanetary Mineralogy: Ultra-High Pressure Experiments and Calculations |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158723 | 3 | 74 | ML-Physics Couplings for Downscaling in Natural Hazards and Climate |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159938 | 3 | 74 | Access2Space: NASA Science Mission Directorate SmallSat Science missions, Policies and Rideshare Updates and Lessons Learned for Enabling SmallSat Missions, Instruments, and Technology |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160409 | 3 | 74 | Returning to Venus: Science for exploration with DAVINCI |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161872 | 2 | 75 | Microbial sources and sinks of volatile organic compounds (VOCs) |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156628 | 2 | 75 | Soil Trace Gas Pulses: Measurements, Patterns, Mechanisms, and Impacts of Soil Responses to Drying and Re-wetting |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160927 | 2 | 75 | Understanding Mineral – Organic Carbon Interactions in Permafrost Environments |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162440 | 2 | 75 | Climate change impact on water pollution and air pollution I Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160974 | 2 | 75 | Inclusion as Resilience: Gender and Intersectionality in Climate Service Design I Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161696 | 2 | 75 | Near-Surface Geophysics: A Cross-Cutting Section That Facilitates Diverse Scientific and Societal Studies in Support of Earth Sciences |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160653 | 2 | 75 | JWST: A New Eye for Planetary Science |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162131 | 1 | 76 | The Impact of Commercialization to Achieve Science Missions with SmallSats |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159181 | 1 | 76 | Advances in Weather Prediction for Unmanned Aircraft Systems |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158783 | 1 | 76 | Investigating Optical Signatures following the 2022 Tonga Eruption from Remote Sensing Ocean Color Observations |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159462 | 1 | 76 | Global change and climate impacts in Alaska's mountains: what happens in the mountains doesn't stay in the mountains I Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159149 | 1 | 76 | Preparing next generation researchers to meet the transdisciplinary challenges of climate change (MultiSector Dynamics) I Poster |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158732 | 1 | 76 | Bullard Lecture of the GPE Section |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161876 | 1 | 76 | Automating Molecular Analysis of Environmental Systems Towards Increasing Throughput, Confidence, and Detection of Challenging Analytes |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165660 | 0 | 77 | The Dorothy LaLonde Stout Education Lecture I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 156979 | 0 | 77 | Atmospheric Chemistry over the Tibetan Plateau: Measurement, Processing and the Impacts on Climate and Air Quality |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 160369 | 0 | 77 | Atmospheric Sciences 2022 Ascent and Holton Award Winners |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 157530 | 0 | 77 | Atmospheric Sciences 2022 Fellows |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162437 | 0 | 77 | Sustainable Carbon for a Better Environment |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165524 | 0 | 77 | Advances in mantle convection and planetary evolution |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167394 | 0 | 77 | From the Surface to the Deep Interior of the Early Earth |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167643 | 0 | 77 | From the Surface to the Deep Interior of the Early Earth |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165556 | 0 | 77 | 2023 and 2024 Solar Eclipses: Prepare to Engage Your Communities I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165563 | 0 | 77 | 2023 and 2024 Solar Eclipses: Prepare to Engage Your Communities II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165537 | 0 | 77 | Amazing Technologies and Capabilities That Contribute to STEAM I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165544 | 0 | 77 | Arctic Education &amp; Outreach - Effective ways of engaging  diverse learners in Arctic science I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165545 | 0 | 77 | Climate Empowerment: Climate Education Initiatives I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165552 | 0 | 77 | Climate Empowerment: Effective strategies to advance climate and resilience education in K-12 and informal learning contexts I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165568 | 0 | 77 | Education Research in the Earth and Space Sciences: Theoretical Foundations, Methods, and Results I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165575 | 0 | 77 | Education Research in the Earth and Space Sciences: Theoretical Foundations, Methods, and Results II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165578 | 0 | 77 | Future of NASA Science Activation: Call for Ideas for the Next Ten Years I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165585 | 0 | 77 | Immersing the Public in Polar Research Via Education and Outreach Programs I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165592 | 0 | 77 | Increasing Diversity in the Earth and Space Science Workforce I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165663 | 0 | 77 | Indigenous Science to Action: Authentic Contexts for Supporting Indigenous Priorities I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165595 | 0 | 77 | New and Innovative Methods for Educating the Public on Earth and Space Science Topics I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165602 | 0 | 77 | NSF’s Geoscience Education and Diversity Portfolio: Highlighting Successful Methods for Necessary Change. I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165609 | 0 | 77 | Open Science Practices and Success Stories Across the Earth, Space and Environmental  Sciences I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165616 | 0 | 77 | Open Science Practices and Success Stories Across the Earth, Space and Environmental  Sciences II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165625 | 0 | 77 | Open Source, Open Access, Open Science: Transforming Earth and Space Science Education Through Decentralized Design I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165631 | 0 | 77 | Sharing Best Practices for Earth and Space Science Outreach and Engagement I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165638 | 0 | 77 | Supporting Diversity in Earth and Space Science Education and Public Engagement I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 158280 | 0 | 77 | Teaching and Learning about the Fluid Earth: Research and Practice |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165645 | 0 | 77 | Understanding and Enhancing Science Identity As a Strategy to Broaden Participation In STEM I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165652 | 0 | 77 | Up-Goer Five Challenge: Making big ideas more simple by talking about them in words we use a lot I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 165659 | 0 | 77 | Using the Polar Literacy Principles to Guide Development of Impactful BI Activities I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 166884 | 0 | 77 | Advances in River Morphology Science, Tools and Datasets: Improving Our Understanding of Rivers I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 166891 | 0 | 77 | Advances in River Morphology Science, Tools and Datasets: Improving Our Understanding of Rivers II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 166898 | 0 | 77 | Advances in River Morphology Science, Tools and Datasets: Improving Our Understanding of Rivers III Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 166905 | 0 | 77 | Advances in River Morphology Science, Tools and Datasets: Improving Our Understanding of Rivers IV eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 166912 | 0 | 77 | Advances in the acquisition and application of high-resolution bathymetry in shallow freshwater environments. I eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 166919 | 0 | 77 | Aeolian Processes on Earth and Other Planetary Bodies I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 166926 | 0 | 77 | Aeolian Processes on Earth and Other Planetary Bodies II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 166933 | 0 | 77 | Aeolian Processes on Earth and Other Planetary Bodies III eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 166940 | 0 | 77 | Changing Permafrost Landscapes I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 166947 | 0 | 77 | Changing Permafrost Landscapes II eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 166954 | 0 | 77 | Coastal Biophysical Interactions: Hydrodynamics, Sedimentary Processes, Morphodynamics, and Coastal Resiliency I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 166961 | 0 | 77 | Coastal Biophysical Interactions: Hydrodynamics, Sedimentary Processes, Morphodynamics, and Coastal Resiliency II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 166968 | 0 | 77 | Coastal Biophysical Interactions: Hydrodynamics, Sedimentary Processes, Morphodynamics, and Coastal Resiliency III eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 166973 | 0 | 77 | Coastal Geomorphology and Morphodynamics I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 166980 | 0 | 77 | Coastal Geomorphology and Morphodynamics II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 166987 | 0 | 77 | Coastal Geomorphology and Morphodynamics III Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 166994 | 0 | 77 | Coastal Geomorphology and Morphodynamics IV eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167001 | 0 | 77 | Cohesive sedimentary systems: dynamics and deposits I eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167008 | 0 | 77 | Community Experimentation - Building an Open, Accessible Future in Hydraulics, Geomorphology, Ecohydraulics, and Sedimentology I eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167015 | 0 | 77 | Deciphering the Stratigraphic Record of Surface Processes: New Insights into Ancient Landscape Dynamics on Earth and other Planetary Bodies I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167022 | 0 | 77 | Deciphering the Stratigraphic Record of Surface Processes: New Insights into Ancient Landscape Dynamics on Earth and other Planetary Bodies II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167029 | 0 | 77 | Deciphering the Stratigraphic Record of Surface Processes: New Insights into Ancient Landscape Dynamics on Earth and other Planetary Bodies III eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167036 | 0 | 77 | Earth and Planetary Surface Processes General Contributions I eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167037 | 0 | 77 | Earth Surface Processes and the Global Carbon Cycle I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167044 | 0 | 77 | Earth Surface Processes and the Global Carbon Cycle II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167051 | 0 | 77 | Earth Surface Processes and the Global Carbon Cycle III eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167058 | 0 | 77 | Ecohydraulics and Ecomorphodynamics: Biophysical Interactions Across Scales in Natural and Engineered Aquatic Systems I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167065 | 0 | 77 | Ecohydraulics and Ecomorphodynamics: Biophysical Interactions Across Scales in Natural and Engineered Aquatic Systems II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167072 | 0 | 77 | Ecohydraulics and Ecomorphodynamics: Biophysical Interactions Across Scales in Natural and Engineered Aquatic Systems III eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167079 | 0 | 77 | Granular and Fluid Physics in Geomorphology I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167086 | 0 | 77 | Granular and Fluid Physics in Geomorphology II eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167093 | 0 | 77 | Interactions of Flow, Sediment, and Wood in River Ecosystems: Observations and Modeling I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167100 | 0 | 77 | Interactions of Flow, Sediment, and Wood in River Ecosystems: Observations and Modeling II eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167107 | 0 | 77 | Landscape Evolution Beneath and Beyond the Ice I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167114 | 0 | 77 | Landscape Evolution Beneath and Beyond the Ice II eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167120 | 0 | 77 | Landslides, Rockfalls, and Debris Flows: The Influence of Mass Wasting on Large-Scale Sediment Dynamics I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167127 | 0 | 77 | Landslides, Rockfalls, and Debris Flows: The Influence of Mass Wasting on Large-Scale Sediment Dynamics II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167134 | 0 | 77 | Landslides, Rockfalls, and Debris Flows: The Influence of Mass Wasting on Large-Scale Sediment Dynamics III eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167141 | 0 | 77 | Linking nearshore and onshore sediment transport processes and geomorphic responses: Insights from field, laboratory, and modeling studies I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167148 | 0 | 77 | Linking nearshore and onshore sediment transport processes and geomorphic responses: Insights from field, laboratory, and modeling studies II eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167155 | 0 | 77 | Modeling Earth Surface Processes Using Community Surface-Dynamics Software I eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167162 | 0 | 77 | Predicting the fate of river deltas and coastal wetlands: remote sensing, numerical modeling and field advances I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167169 | 0 | 77 | Predicting the fate of river deltas and coastal wetlands: remote sensing, numerical modeling and field advances II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167176 | 0 | 77 | Predicting the fate of river deltas and coastal wetlands: remote sensing, numerical modeling and field advances III eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167183 | 0 | 77 | Quantifying the drivers of landscape evolution across spatial and temporal scales I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167190 | 0 | 77 | Quantifying the drivers of landscape evolution across spatial and temporal scales II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167197 | 0 | 77 | Quantifying the drivers of landscape evolution across spatial and temporal scales III eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167203 | 0 | 77 | Reorganization of River Basins I eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167210 | 0 | 77 | River Deltas: Hydrology, Geomorphology, and Sedimentology I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167217 | 0 | 77 | River Deltas: Hydrology, Geomorphology, and Sedimentology II eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167224 | 0 | 77 | Submarine Fans: Turbidity Current Morphodynamics, their Deposits, and Impacts on Global Climate Change I eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167231 | 0 | 77 | Surface Processes on Rocky and Icy Bodies across the Solar System I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167238 | 0 | 77 | Surface Processes on Rocky and Icy Bodies across the Solar System II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167245 | 0 | 77 | Surface Processes on Rocky and Icy Bodies across the Solar System III eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167252 | 0 | 77 | Tectonic and climatic controls on the evolution of mountain belts I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167259 | 0 | 77 | Tectonic and climatic controls on the evolution of mountain belts II eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167264 | 0 | 77 | The Morphodynamic Trinity: Linkages among fluid flow, sediment transport, and morphology in fluvial systems across scales I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167271 | 0 | 77 | The Morphodynamic Trinity: Linkages among fluid flow, sediment transport, and morphology in fluvial systems across scales II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167278 | 0 | 77 | The Morphodynamic Trinity: Linkages among fluid flow, sediment transport, and morphology in fluvial systems across scales III eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167285 | 0 | 77 | Tropical Coasts: Land-Ocean Environments at Low-Latitudes I eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167292 | 0 | 77 | Understanding bedforms across a range of scales and environments I eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167650 | 0 | 77 | Confirming, Evaluating, and Quantifying Uncertainty in Climate models and making Climate Models &amp; Data Actionable I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167657 | 0 | 77 | Global-Local-Global Analysis of Sustainability and the Telecoupling of Land and Water Systems I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167664 | 0 | 77 | Addressing environmental challenges and sustainable development through Earth science applications utilizing Machine Learning I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167671 | 0 | 77 | Addressing environmental challenges and sustainable development through Earth science applications utilizing Machine Learning II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167678 | 0 | 77 | Advancements in Observing and Modeling Processes and Coupled Feedbacks of the High-Latitude Earth Systems I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167685 | 0 | 77 | Advancements in Observing and Modeling Processes and Coupled Feedbacks of the High-Latitude Earth Systems II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167692 | 0 | 77 | Advances in CO<sub>2</sub> capture, transport, utilization and storage technologies I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167699 | 0 | 77 | Advances in Earth Observation and Modeling for Agriculture, Forestry, and Urban Applications I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167706 | 0 | 77 | Advances in Earth Observation and Modeling for Agriculture, Forestry, and Urban Applications II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167713 | 0 | 77 | Advances in Earth Observation and Modeling for Agriculture, Forestry, and Urban Applications III Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167720 | 0 | 77 | High-resolution Regional Earth System Modeling - Hydroclimate Variability, Extremes, and Policy Implications I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167727 | 0 | 77 | Advances in Modeling the Effects on Land Surface Characteristics due to Land Use/Land Cover Changes I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167734 | 0 | 77 | Advances in Modeling the Effects on Land Surface Characteristics due to Land Use/Land Cover Changes II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167741 | 0 | 77 | Advances in monitoring and mitigation assessments of greenhouse gas (GHG) emissions and sinks for the land sector I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167748 | 0 | 77 | Advances in Solar Radiation Modification (SRM) Research I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167755 | 0 | 77 | Advances in Solar Radiation Modification (SRM) Research II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167762 | 0 | 77 | Advances in urban climate and biogeochemistry I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167769 | 0 | 77 | Advancing Global Imaging Spectroscopy and Thermal Infrared Measurements I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167776 | 0 | 77 | Advancing Global Imaging Spectroscopy and Thermal Infrared Measurements II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167783 | 0 | 77 | Advancing Global Imaging Spectroscopy and Thermal Infrared Measurements III Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167790 | 0 | 77 | Agricultural Sustainability – Balancing Land Management for Food Security and Climate Change Adaptation and Mitigation I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167797 | 0 | 77 | Agricultural Sustainability – Balancing Land Management for Food Security and Climate Change Adaptation and Mitigation II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167804 | 0 | 77 | Applications of Earth Observations for Addressing Environmental and Development Challenges in Africa I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167811 | 0 | 77 | Changes and impacts of climate variability in South America I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167818 | 0 | 77 | Climate Intervention, Mitigation, Adaptation, and Restoration Solutions: Interdisciplinary Development and Evaluation of Safety and Efficacy I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167825 | 0 | 77 | Connecting Cause and Effect in Analyses of Coupled Human and Geophysical Systems: the Early to Modern Anthropocene I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167832 | 0 | 77 | Costs, potential and performance of CO<sub>2</sub> capture, utilization and storage (CCUS) technologies I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167839 | 0 | 77 | Cross-disciplinary systems modeling advances for sustainability science I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167846 | 0 | 77 | Deep Learning for Climate Science and Weather Prediction I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167853 | 0 | 77 | Detection and Attribution of Anthropogenic Climate Change and Extreme Weather and Climate Events I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167860 | 0 | 77 | Drought: Mechanisms and Impacts in the Past, Present and Future I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167867 | 0 | 77 | Drought: Mechanisms and Impacts in the Past, Present and Future II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167874 | 0 | 77 | Drought: Mechanisms and Impacts in the Past, Present and Future III Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167881 | 0 | 77 | Dynamic Coastlines: Advancements in Understanding of Coastal Hazards and Climate Change Impacts I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167888 | 0 | 77 | Dynamic Coastlines: Advancements in Understanding of Coastal Hazards and Climate Change Impacts II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167895 | 0 | 77 | Dynamics of Flooding, Pollution and Urbanization in Watersheds I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167902 | 0 | 77 | Earth Observations from Geostationary Satellites: Applied Research and Applications I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167909 | 0 | 77 | Earth Science for Advancing National Implementation of the Sustainable Development Goals I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167916 | 0 | 77 | Ecosystem Services in the Era of Climate Change: Carbon Neutrality, Resilient Pathways, and Future Policy I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167923 | 0 | 77 | Environmental changes and human migration: Advances in modeling and analysis I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167930 | 0 | 77 | Explaining and Predicting Earth System Change: A World Climate Research Programme Call to Action. <em>Coupling of Observations and Models; Integrated Attribution, Prediction and Projection; Assessment of Current and Future Hazards</em> I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167937 | 0 | 77 | Explaining and Predicting Earth System Change: A World Climate Research Programme Call to Action. <em>Coupling of Observations and Models; Integrated Attribution, Prediction and Projection; Assessment of Current and Future Hazards</em> II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167944 | 0 | 77 | Fire Impacts on Watershed Hydrology, Biogeochemistry, and Biodiversity I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167951 | 0 | 77 | Fire Impacts on Watershed Hydrology, Biogeochemistry, and Biodiversity II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167958 | 0 | 77 | Global Changing Environment and Human Wellbeing: Impact, policy, and scientific challenges I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167965 | 0 | 77 | Impacts of a Changing Climate on Alaska’s Permafrost Landscapes and Infrastructure I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167972 | 0 | 77 | Toward Sustainable Development in Challenging Landscapes: Exploring Impacts of Global and Climate Change on Social-Ecological Systems Using Earth Observations and Measurements I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167979 | 0 | 77 | Implications of climate change, extreme events, and adaptation potentials for global agriculture I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167986 | 0 | 77 | Implications of climate change, extreme events, and adaptation potentials for global agriculture II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167993 | 0 | 77 | Innovative Applications of Earth Observations to Mitigate Environmental Challenges in the Americas I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168000 | 0 | 77 | Integrating Earth Observations and Socioeconomic Data for a Sustainable Human Planet: Challenges, Opportunities and Priorities I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168007 | 0 | 77 | Land Biogeochemical Cycling Under Global Environmental Change: Patterns, Drivers, and Mechanisms I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168014 | 0 | 77 | Land Biogeochemical Cycling Under Global Environmental Change: Patterns, Drivers, and Mechanisms II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168021 | 0 | 77 | Linkages Across Climate, Hydrologic, and Agricultural Systems I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168028 | 0 | 77 | Linkages Across Climate, Hydrologic, and Agricultural Systems II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168035 | 0 | 77 | Making Climate Data Actionable: Tailored Products and Tools based on User Needs I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168042 | 0 | 77 | MultiSector Dynamics: Adapting Energy Systems to a Changing Climate by Overcoming Disconnects between Energy System and Climate Modeling I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168049 | 0 | 77 | MultiSector Dynamics: Energy-Water-Land Interactions at Multiple Scales I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168056 | 0 | 77 | MultiSector Dynamics: Environmental Change, Resilience, and Society in Urban Areas Under a Changing Climate. I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168063 | 0 | 77 | MultiSector Dynamics: Environmental Change, Resilience, and Society in Urban Areas Under a Changing Climate. II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168070 | 0 | 77 | MultiSector Dynamics: Extreme Weather, Society and Uncertainty Characterization I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168077 | 0 | 77 | MultiSector Dynamics: MultiSector Impacts of Energy Transitions I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168084 | 0 | 77 | MultiSector Dynamics: Science &amp; Modeling for Societal Transformation I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168091 | 0 | 77 | Net-Zero Emissions Energy Systems: Geophysical Constraints, Consequences, and Opportunities I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168098 | 0 | 77 | New Technologies and Platforms to Detect and Quantify Emissions From Oil and Gas Supply Chain: Methods, Data, and Insights I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168105 | 0 | 77 | Quantifying Nutrient Budgets for sustainable nutrient management and national action plans I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168112 | 0 | 77 | Renewable Energy: Wind, Solar, Marine, Hydrokinetic and Integration I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168119 | 0 | 77 | Role of Hydropower in Sustainable Clean Energy Transitions I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168126 | 0 | 77 | Science and Technology towards Achieving Surface Topography and Vegetation Structure Measurements I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168133 | 0 | 77 | Sustainable Agriculture and Climate Change: Monitoring and Modeling Soil Organic Carbon Dynamics and Greenhouse Gas Emissions of Agroecosystems I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168140 | 0 | 77 | Sustainable Agriculture and Climate Change: Monitoring and Modeling Soil Organic Carbon Dynamics and Greenhouse Gas Emissions of Agroecosystems II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168147 | 0 | 77 | Sustainable Agriculture and Climate Change: Monitoring and Modeling Soil Organic Carbon Dynamics and Greenhouse Gas Emissions of Agroecosystems III Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168154 | 0 | 77 | Integrating and Advancing Understanding of the Impacts of Climate Change and Disturbance on Coastal Ecosystem Structure, Function, and Dynamics I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168168 | 0 | 77 | The effects of climate on land, water, and vegetation in the food system: next season to next century I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168175 | 0 | 77 | The Flows of Energy Through the Climate System I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168182 | 0 | 77 | The global water cycle: coupling and exchanges between the ocean, land, and atmosphere I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168189 | 0 | 77 | The Role of Flexible Geoenergy Systems in the Energy Transition I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168196 | 0 | 77 | Urban Areas and Global Change I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168203 | 0 | 77 | Urban Areas and Global Change II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168210 | 0 | 77 | Urban Areas and Global Change III Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168217 | 0 | 77 | Utilizing Earth Observations to Address Complex Environmental Challenges in South and Southeast Asia I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 166457 | 0 | 77 | Advances in Interactions of Air Quality and Public Health Using Integrated Modeling Frameworks I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 166464 | 0 | 77 | Advances in Interactions of Air Quality and Public Health Using Integrated Modeling Frameworks II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 166470 | 0 | 77 | Decision Support Applications for Public Health Surveillance using NASA Earth Observations I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 166477 | 0 | 77 | Early Warning Systems for Infectious Disease Based on Climate and Environmental Variability I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 166484 | 0 | 77 | Geospatial Data Applications for Environmental Justice I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 166491 | 0 | 77 | Geospatial Data Applications for Environmental Justice II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 166498 | 0 | 77 | Global Hotspots related to Environmental Change and Health Impacts I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 166508 | 0 | 77 | Healthy Cities Under Climate Change I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 166522 | 0 | 77 | Linking Humans to the Environment: Towards Better Measurement of Exposure in Human-Environment Research I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 166543 | 0 | 77 | Monitoring, Modeling, and Forecasting Fire Emissions, Smoke, and Their Health Impacts I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 166550 | 0 | 77 | Monitoring, Modeling, and Forecasting Fire Emissions, Smoke, and Their Health Impacts II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 166557 | 0 | 77 | Statistical Methods, Machine Learning, and Big Data in GeoHealth I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 166564 | 0 | 77 | The Effect Extreme Heat, Heat Waves and Urban Heat Islands on Public Health: Vulnerability, Impacts, Adaption, and Mitigation I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 166571 | 0 | 77 | The influence of environmental/climatic, social, economic, and policy factors on the incidence, propagation, and impact of SARS-CoV-2/COVID-19. I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 166603 | 0 | 77 | Advances in Water Quality Prediction |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 159413 | 0 | 77 | Multifunctional Graphene Oxide Wrapped Bacteria: A Sustainable Route For Organic Contaminant Degradation |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161458 | 0 | 77 | Soil Health as Overarching Sustainability Principle in Managed Landscapes |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 161973 | 0 | 77 | Combining randomized field experiments with observational satellite data to assess the benefits of crop rotations on yields |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168220 | 0 | 77 | Advances in Data Assimilation, Predictability, and Uncertainty Quantification I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168227 | 0 | 77 | Advances in Data Assimilation, Predictability, and Uncertainty Quantification II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168234 | 0 | 77 | Advances in Data Assimilation, Predictability, and Uncertainty Quantification III eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168237 | 0 | 77 | Machine Learning in Space Weather I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168244 | 0 | 77 | Machine Learning in Space Weather II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168251 | 0 | 77 | Machine Learning in Space Weather III Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168258 | 0 | 77 | Machine Learning in Space Weather IV Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168265 | 0 | 77 | Machine Learning in Space Weather V eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 162757 | 0 | 77 | Nonlinear Geophysics' General Contributions |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168267 | 0 | 77 | When We Don't Know Everything: Stochastic Approaches to Predicting and Understanding the Earth System I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168274 | 0 | 77 | When We Don't Know Everything: Stochastic Approaches to Predicting and Understanding the Earth System II eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 168282 | 0 | 77 | Geophysical techniques applied in Archaeology: From Prospection to Archaeomagnetism |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167304 | 0 | 77 | Advances in Understanding Global Meridional Overturning Circulation from Past to Future: Insights from Multiple Approaches I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167311 | 0 | 77 | Advances in Understanding Global Meridional Overturning Circulation from Past to Future: Insights from Multiple Approaches II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167318 | 0 | 77 | Advances in Understanding Global Meridional Overturning Circulation from Past to Future: Insights from Multiple Approaches III Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167325 | 0 | 77 | Advances in Understanding Global Meridional Overturning Circulation from Past to Future: Insights from Multiple Approaches IV eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167332 | 0 | 77 | Advances in Understanding Global Meridional Overturning Circulation from Past to Future: Insights from Multiple Approaches V eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167339 | 0 | 77 | Advances in Understanding Global Meridional Overturning Circulation from Past to Future: Insights from Multiple Approaches VI eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167346 | 0 | 77 | AI for Ocean and Climate Change I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167353 | 0 | 77 | AI for Ocean and Climate Change II eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167360 | 0 | 77 | Cold seep methane dynamics - geological drivers and biogeochemical impacts. I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167367 | 0 | 77 | Cold seep methane dynamics - geological drivers and biogeochemical impacts. II eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167374 | 0 | 77 | Convergent Research in the Arctic: Addressing Complex Societal Challenges through Action-Oriented Coastal and Ocean Science I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167381 | 0 | 77 | Convergent Research in the Arctic: Addressing Complex Societal Challenges through Action-Oriented Coastal and Ocean Science II eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167388 | 0 | 77 | Earth System Reanalysis I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167395 | 0 | 77 | Harmful Sargassum Blooms in the Tropical Atlantic : in situ observation, remote sensing, forecast and management I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167402 | 0 | 77 | Harmful Sargassum Blooms in the Tropical Atlantic : in situ observation, remote sensing, forecast and management II eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167409 | 0 | 77 | Hydrate-bearing and Ice-bearing Sediments: Observations, Experiments and Theory across Multiple Scales. I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167416 | 0 | 77 | Hydrate-bearing and Ice-bearing Sediments: Observations, Experiments and Theory across Multiple Scales. II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167423 | 0 | 77 | Hydrate-bearing and Ice-bearing Sediments: Observations, Experiments and Theory across Multiple Scales. III Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167430 | 0 | 77 | Hydrate-bearing and Ice-bearing Sediments: Observations, Experiments and Theory across Multiple Scales. IV eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167437 | 0 | 77 | Interpretable Machine Learning for Marine Sciences: From Data Mapping to Gaining Trustworthy New Knowledge I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167444 | 0 | 77 | Interpretable Machine Learning for Marine Sciences: From Data Mapping to Gaining Trustworthy New Knowledge II eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167447 | 0 | 77 | Mesoscale and submesoscale ocean-atmosphere interactionsand influence on Earth’s climate I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167454 | 0 | 77 | Mesoscale and submesoscale ocean-atmosphere interactionsand influence on Earth’s climate II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167461 | 0 | 77 | Mesoscale and submesoscale ocean-atmosphere interactionsand influence on Earth’s climate III eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167468 | 0 | 77 | Nearshore Processes I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167475 | 0 | 77 | Nearshore Processes II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167482 | 0 | 77 | Nearshore Processes III Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167489 | 0 | 77 | Nearshore Processes IV Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167496 | 0 | 77 | Nearshore Processes V Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167503 | 0 | 77 | Nearshore Processes VI eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167510 | 0 | 77 | Nearshore Processes VII eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167517 | 0 | 77 | Observational Gaps in Coastal Zone Monitoring in Terms of Natural and Human-Induced Forcing Factors, Response, and Evolution I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167524 | 0 | 77 | Observational Gaps in Coastal Zone Monitoring in Terms of Natural and Human-Induced Forcing Factors, Response, and Evolution II eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167531 | 0 | 77 | Observationally Integrated Earth System Modeling for Coastal Environments I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167538 | 0 | 77 | Observationally Integrated Earth System Modeling for Coastal Environments II eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167545 | 0 | 77 | Process Studies, Educational Activities and Technological Advancements Using Data and Infrastructure from the Ocean Observatories Initiative (OOI) I eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167552 | 0 | 77 | Recent Advances in Hydrothermal Vent Ecosystem Studies Gained Through The Application of Interdisciplinary Research I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167559 | 0 | 77 | Recent Advances in Hydrothermal Vent Ecosystem Studies Gained Through The Application of Interdisciplinary Research II eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167566 | 0 | 77 | Research, Exploration, and Challenges in the Hadal Zone and Deep Ocean Trenches I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167573 | 0 | 77 | Research, Exploration, and Challenges in the Hadal Zone and Deep Ocean Trenches II eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167580 | 0 | 77 | The Surface Water and Ocean Topography (SWOT) Mission: A New Satellite for Earth’s Water Cycle I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167587 | 0 | 77 | The Surface Water and Ocean Topography (SWOT) Mission: A New Satellite for Earth’s Water Cycle II Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167594 | 0 | 77 | The Surface Water and Ocean Topography (SWOT) Mission: A New Satellite for Earth’s Water Cycle III eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167601 | 0 | 77 | Towards a Holistic Approach to Estimating Carbon Export and Attenuation in the Oceans I eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167608 | 0 | 77 | Transport, Evolution, Mixing and Decay of Coherent Oceanic Eddies. I eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167615 | 0 | 77 | Variability and controls of ocean climate revealed by long-term multidisciplinary eulerian observatories I Oral |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167622 | 0 | 77 | Variability and controls of ocean climate revealed by long-term multidisciplinary eulerian observatories II eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167629 | 0 | 77 | Observing Air-Sea Interactions Strategy (OASIS) “Big Asks” and “Grand Ideas” for 2030 I eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
"| 167636 | 0 | 77 | Perspectives for the Evolution of the InterRidge initiative and Marine Research Communities through the prism of interdisciplinary scientific results I eLightning |\n",
"+--------------+----------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n"
]
}
]
},
{
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"source": [
""
],
"metadata": {
"id": "9bHwqUzNoNlk"
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"outputs": []
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