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mrayson/aodn_s3_imos_glider_eg.ipynb

Created May 7, 2020 06:42
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Interaction with IMOS glider data on the AODN s3 bucket
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aodn_s3_imos_glider_eg.ipynb
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Interaction with IMOS glider data on the AODN s3 bucket\n",
"\n",
"Tutorial notebook showing how to:\n",
"\n",
" - Inspect the AODN s3 bucket on cloudstor (list directories and folders)\n",
" - Open individual netcdf files using the Python [xarray](http://xarray.pydata.org/en/stable/) module.\n",
" - Plot time-series data\n",
" \n",
"---\n",
"\n",
"Matt Rayson\n",
"\n",
"University of Western Australia\n",
"\n",
"May 2020"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [],
"source": [
"# Install modules here (need to restart the notebook after running this cell)\n",
"#!pip install --user h5netcdf xarray s3fs "
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [],
"source": [
"import xarray as xr\n",
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"import pandas as pd\n",
"\n",
"from s3fs import S3FileSystem, S3Map"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"imos-data/Bureau_of_Meteorology\n",
"imos-data/CSIRO\n",
"imos-data/Deakin_University\n",
"imos-data/Defence_Technology_Agency-New_Zealand\n",
"imos-data/Department_of_Defence\n",
"imos-data/Department_of_Environment_and_Science-Queensland\n",
"imos-data/Department_of_Transport-Western_Australia\n",
"imos-data/Derwent_Estuary_Program\n",
"imos-data/Future_Reef_MAP\n",
"imos-data/IMOS\n",
"imos-data/Macquarie_University\n",
"imos-data/NSW-OEH\n",
"imos-data/TERN\n",
"imos-data/UNSW\n",
"imos-data/UWA\n",
"imos-data/WAMSI\n",
"imos-data/error.html\n",
"imos-data/index.html\n",
"imos-data/robots.txt\n"
]
}
],
"source": [
"# Access the AODN s3 bucket like this\n",
"fs = S3FileSystem(anon=True)\n",
"aodn = fs.ls('imos-data')\n",
"for item in aodn:\n",
" print(item)\n"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"####\n",
"imos-data/IMOS/AATAMS\n",
"imos-data/IMOS/ABOS\n",
"imos-data/IMOS/ACORN\n",
"imos-data/IMOS/ACORN_JCU_historical\n",
"imos-data/IMOS/ANFOG\n",
"imos-data/IMOS/ANMN\n",
"imos-data/IMOS/AUV\n",
"imos-data/IMOS/Argo\n",
"imos-data/IMOS/FAIMMS\n",
"imos-data/IMOS/OceanCurrent\n",
"imos-data/IMOS/SAIMOS\n",
"imos-data/IMOS/SOOP\n",
"imos-data/IMOS/SRS\n",
"imos-data/IMOS/eMII\n",
"####\n",
"imos-data/IMOS/ANMN/AM\n",
"imos-data/IMOS/ANMN/Acoustic\n",
"imos-data/IMOS/ANMN/NRS\n",
"imos-data/IMOS/ANMN/NSW\n",
"imos-data/IMOS/ANMN/PA\n",
"imos-data/IMOS/ANMN/QLD\n",
"imos-data/IMOS/ANMN/SA\n",
"imos-data/IMOS/ANMN/WA\n",
"####\n",
"imos-data/IMOS/ANMN/QLD/CAM050\n",
"imos-data/IMOS/ANMN/QLD/CAM100\n",
"imos-data/IMOS/ANMN/QLD/DARBGF\n",
"imos-data/IMOS/ANMN/QLD/GBRCCH\n",
"imos-data/IMOS/ANMN/QLD/GBRELR\n",
"imos-data/IMOS/ANMN/QLD/GBRHIN\n",
"imos-data/IMOS/ANMN/QLD/GBRHIS\n",
"imos-data/IMOS/ANMN/QLD/GBRLSH\n",
"imos-data/IMOS/ANMN/QLD/GBRLSL\n",
"imos-data/IMOS/ANMN/QLD/GBRMYR\n",
"imos-data/IMOS/ANMN/QLD/GBROTE\n",
"imos-data/IMOS/ANMN/QLD/GBRPPS\n",
"imos-data/IMOS/ANMN/QLD/ITFFTB\n",
"imos-data/IMOS/ANMN/QLD/ITFJBG\n",
"imos-data/IMOS/ANMN/QLD/ITFMHB\n",
"imos-data/IMOS/ANMN/QLD/ITFTIS\n",
"imos-data/IMOS/ANMN/QLD/KIM050\n",
"imos-data/IMOS/ANMN/QLD/KIM100\n",
"imos-data/IMOS/ANMN/QLD/KIM200\n",
"imos-data/IMOS/ANMN/QLD/KIM400\n",
"imos-data/IMOS/ANMN/QLD/NWSBAR\n",
"imos-data/IMOS/ANMN/QLD/NWSBRW\n",
"imos-data/IMOS/ANMN/QLD/NWSLYN\n",
"imos-data/IMOS/ANMN/QLD/NWSROW\n",
"imos-data/IMOS/ANMN/QLD/PIL050\n",
"imos-data/IMOS/ANMN/QLD/PIL100\n",
"imos-data/IMOS/ANMN/QLD/PIL200\n"
]
}
],
"source": [
"print('####')\n",
"aodn = fs.ls('imos-data/IMOS')\n",
"for item in aodn:\n",
" print(item)\n",
" \n",
"print('####')\n",
"aodn = fs.ls('imos-data/IMOS/ANMN')\n",
"for item in aodn:\n",
" print(item)\n",
" \n",
"print('####')\n",
"aodn = fs.ls('imos-data/IMOS/ANMN/QLD')\n",
"for item in aodn:\n",
" print(item)"
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"####\n",
"imos-data/IMOS/ANFOG/slocum_glider/RowleyShoals20190425/IMOS_ANFOG_BCEOPSTUV_20190425T010133Z_SL210_FV01_timeseries_END-20190521T023432Z.nc\n",
"imos-data/IMOS/ANFOG/slocum_glider/RowleyShoals20190425/RowleyShoals20190425.kml\n",
"imos-data/IMOS/ANFOG/slocum_glider/RowleyShoals20190425/RowleyShoals20190425_BBP.jpg\n",
"imos-data/IMOS/ANFOG/slocum_glider/RowleyShoals20190425/RowleyShoals20190425_CDOM.jpg\n",
"imos-data/IMOS/ANFOG/slocum_glider/RowleyShoals20190425/RowleyShoals20190425_CNDC.jpg\n",
"imos-data/IMOS/ANFOG/slocum_glider/RowleyShoals20190425/RowleyShoals20190425_CPHL.jpg\n",
"imos-data/IMOS/ANFOG/slocum_glider/RowleyShoals20190425/RowleyShoals20190425_DOX1.jpg\n",
"imos-data/IMOS/ANFOG/slocum_glider/RowleyShoals20190425/RowleyShoals20190425_DOX2.jpg\n",
"imos-data/IMOS/ANFOG/slocum_glider/RowleyShoals20190425/RowleyShoals20190425_IRRAD443.jpg\n",
"imos-data/IMOS/ANFOG/slocum_glider/RowleyShoals20190425/RowleyShoals20190425_IRRAD490.jpg\n",
"imos-data/IMOS/ANFOG/slocum_glider/RowleyShoals20190425/RowleyShoals20190425_IRRAD555.jpg\n",
"imos-data/IMOS/ANFOG/slocum_glider/RowleyShoals20190425/RowleyShoals20190425_IRRAD670.jpg\n",
"imos-data/IMOS/ANFOG/slocum_glider/RowleyShoals20190425/RowleyShoals20190425_PSAL.jpg\n",
"imos-data/IMOS/ANFOG/slocum_glider/RowleyShoals20190425/RowleyShoals20190425_QC_Report.pdf\n",
"imos-data/IMOS/ANFOG/slocum_glider/RowleyShoals20190425/RowleyShoals20190425_TEMP.jpg\n",
"imos-data/IMOS/ANFOG/slocum_glider/RowleyShoals20190425/RowleyShoals20190425_VBSC.jpg\n",
"imos-data/IMOS/ANFOG/slocum_glider/RowleyShoals20190425/RowleyShoals20190425_traj.jpg\n",
"imos-data/IMOS/ANFOG/slocum_glider/RowleyShoals20190425/lonlat.txt\n"
]
}
],
"source": [
"print('####')\n",
"#aodn = fs.ls('imos-data/IMOS/ANMN/QLD/NWSROW/Velocity')\n",
"aodn = fs.ls('imos-data/IMOS/ANFOG/slocum_glider/RowleyShoals20190425')\n",
"\n",
"for item in aodn:\n",
" print(item)"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"['imos-data/IMOS/ANFOG/slocum_glider/RowleyShoals20190425/IMOS_ANFOG_BCEOPSTUV_20190425T010133Z_SL210_FV01_timeseries_END-20190521T023432Z.nc']\n"
]
}
],
"source": [
"# Let's look at the Rowley Shoals glider data\n",
"aodn = fs.glob('imos-data/IMOS/ANFOG/slocum_glider/RowleyShoals20190425/*.nc')\n",
"print(aodn)\n"
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"imos-data/IMOS/ANFOG/slocum_glider/RowleyShoals20190425/IMOS_ANFOG_BCEOPSTUV_20190425T010133Z_SL210_FV01_timeseries_END-20190521T023432Z.nc\n"
]
},
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"</style><div class='xr-wrap'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-26556f9e-6df5-4ec4-8f2a-3f3b12565ad3' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-26556f9e-6df5-4ec4-8f2a-3f3b12565ad3' class='xr-section-summary' title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>TIME</span>: 1072892</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-c9403db8-47cf-4d4e-b2a6-435c8cfff627' class='xr-section-summary-in' type='checkbox' checked><label for='section-c9403db8-47cf-4d4e-b2a6-435c8cfff627' class='xr-section-summary' >Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>TIME</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2019-04-25T01:01:33.662242560 ... 2019-05-21T02:34:32.778651904</div><input id='attrs-538b84ee-40de-4eb5-8faa-8884dd4a9c64' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-538b84ee-40de-4eb5-8faa-8884dd4a9c64' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-10ae1181-8589-4766-a0ed-889d9d5f24f8' class='xr-var-data-in' type='checkbox'><label for='data-10ae1181-8589-4766-a0ed-889d9d5f24f8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>time</dd><dt><span>long_name :</span></dt><dd>time from the CTD</dd><dt><span>axis :</span></dt><dd>T</dd><dt><span>valid_min :</span></dt><dd>[0.]</dd><dt><span>valid_max :</span></dt><dd>[90000.]</dd><dt><span>ancillary_variables :</span></dt><dd>TIME_quality_control</dd><dt><span>observation_type :</span></dt><dd>measured</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>quality_control_indicator :</span></dt><dd>[1.]</dd></dl></div><pre class='xr-var-data'>array([&#x27;2019-04-25T01:01:33.662242560&#x27;, &#x27;2019-04-25T01:01:35.660099328&#x27;,\n",
" &#x27;2019-04-25T01:01:37.666022912&#x27;, ..., &#x27;2019-05-21T02:34:28.748659712&#x27;,\n",
" &#x27;2019-05-21T02:34:30.759974400&#x27;, &#x27;2019-05-21T02:34:32.778651904&#x27;],\n",
" dtype=&#x27;datetime64[ns]&#x27;)</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>LATITUDE</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9add72b7-9589-407d-b5b7-348e4faf014a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9add72b7-9589-407d-b5b7-348e4faf014a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1067e12c-6681-4543-8e41-6daa09cd900e' class='xr-var-data-in' type='checkbox'><label for='data-1067e12c-6681-4543-8e41-6daa09cd900e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long_name :</span></dt><dd>latitude</dd><dt><span>units :</span></dt><dd>degrees_north</dd><dt><span>axis :</span></dt><dd>Y</dd><dt><span>valid_min :</span></dt><dd>[-90.]</dd><dt><span>valid_max :</span></dt><dd>[90.]</dd><dt><span>comment :</span></dt><dd>obtained from GPS fixes</dd><dt><span>reference_datum :</span></dt><dd>geographical coordinates, WGS84 projection</dd><dt><span>ancillary_variables :</span></dt><dd>LATITUDE_quality_control</dd><dt><span>observation_type :</span></dt><dd>measured</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float64]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>LONGITUDE</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1629e34a-ce2c-455f-8e7f-239501167f6f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1629e34a-ce2c-455f-8e7f-239501167f6f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2a13deec-1bd1-442a-9618-3fa8b7eab8ee' class='xr-var-data-in' type='checkbox'><label for='data-2a13deec-1bd1-442a-9618-3fa8b7eab8ee' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>long_name :</span></dt><dd>longitude</dd><dt><span>units :</span></dt><dd>degrees_east</dd><dt><span>axis :</span></dt><dd>X</dd><dt><span>valid_min :</span></dt><dd>[-180.]</dd><dt><span>valid_max :</span></dt><dd>[180.]</dd><dt><span>comment :</span></dt><dd>obtained from GPS fixes</dd><dt><span>reference_datum :</span></dt><dd>geographical coordinates, WGS84 projection</dd><dt><span>ancillary_variables :</span></dt><dd>LONGITUDE_quality_control</dd><dt><span>observation_type :</span></dt><dd>measured</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float64]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>DEPTH</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-aa167abd-59a1-4538-8d0c-1a797765d92c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-aa167abd-59a1-4538-8d0c-1a797765d92c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4db4d696-2489-4b03-8ec0-62063d0a32e0' class='xr-var-data-in' type='checkbox'><label for='data-4db4d696-2489-4b03-8ec0-62063d0a32e0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>depth</dd><dt><span>long_name :</span></dt><dd>depth</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>valid_min :</span></dt><dd>[-5.]</dd><dt><span>valid_max :</span></dt><dd>[1000.]</dd><dt><span>positive :</span></dt><dd>down</dd><dt><span>axis :</span></dt><dd>Z</dd><dt><span>reference_datum :</span></dt><dd>sea surface</dd><dt><span>ancillary_variables :</span></dt><dd>DEPTH_quality_control</dd><dt><span>observation_type :</span></dt><dd>computed</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>comment :</span></dt><dd>Depth computed using the Gibbs-SeaWater toolbox (TEOS-10) v3.02, from latitude and relative pressure measurements</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float64]</pre></li></ul></div></li><li class='xr-section-item'><input id='section-ac26c341-0b3b-435a-a41a-f32c8e1ae1a4' class='xr-section-summary-in' type='checkbox' ><label for='section-ac26c341-0b3b-435a-a41a-f32c8e1ae1a4' class='xr-section-summary' >Data variables: <span>(52)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>PLATFORM</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>|S1</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b1abcd82-6c7d-4aa5-a271-da1a8a5a8279' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b1abcd82-6c7d-4aa5-a271-da1a8a5a8279' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f7907a16-df75-4d97-afc4-66131ab8195d' class='xr-var-data-in' type='checkbox'><label for='data-f7907a16-df75-4d97-afc4-66131ab8195d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>trans_system_id :</span></dt><dd>Irridium</dd><dt><span>positioning_system :</span></dt><dd>GPS</dd><dt><span>platform_type :</span></dt><dd>Slocum G2</dd><dt><span>long_name :</span></dt><dd>Platform information</dd><dt><span>platform_maker :</span></dt><dd>Teledyne Webb Research</dd><dt><span>firmware_version_navigation :</span></dt><dd>[7.21]</dd><dt><span>firmware_version_science :</span></dt><dd>[7.21]</dd><dt><span>glider_serial_no :</span></dt><dd>210</dd><dt><span>battery_type :</span></dt><dd>Alkaline</dd><dt><span>glider_owner :</span></dt><dd>ANFOG</dd><dt><span>operating_institution :</span></dt><dd>ANFOG</dd></dl></div><pre class='xr-var-data'>array(b&#x27;&#x27;, dtype=&#x27;|S1&#x27;)</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>DEPLOYMENT</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>|S1</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c9e138f6-50b6-406a-9c3b-d5b992cb6b0a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c9e138f6-50b6-406a-9c3b-d5b992cb6b0a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f8effc1a-cd1c-48d3-bf85-0ae818d48faf' class='xr-var-data-in' type='checkbox'><label for='data-f8effc1a-cd1c-48d3-bf85-0ae818d48faf' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>deployment_start_date :</span></dt><dd>2019-04-25-T00:59:19Z</dd><dt><span>deployment_start_latitude :</span></dt><dd>[-18.0592]</dd><dt><span>deployment_start_longitude :</span></dt><dd>[119.1812]</dd><dt><span>long_name :</span></dt><dd>Deployment information</dd><dt><span>deployment_start_technician :</span></dt><dd>Thomson, Paul</dd><dt><span>deployment_end_date :</span></dt><dd>2106-02-05-T06:28:15Z</dd><dt><span>deployment_end_latitude :</span></dt><dd>[-18.2482]</dd><dt><span>deployment_end_longitude :</span></dt><dd>[117.5513]</dd><dt><span>deployment_end_technician :</span></dt><dd>Thomson, Paul</dd><dt><span>deployment_end_status :</span></dt><dd>recovered</dd><dt><span>deployment_pilot :</span></dt><dd>Thomson, Paul</dd><dt><span>deployment_anomaly :</span></dt><dd>Blue whale sound traps fitted for AIMS, had GPS issue, dates incorrect, at least year ie year 2106</dd></dl></div><pre class='xr-var-data'>array(b&#x27;&#x27;, dtype=&#x27;|S1&#x27;)</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>SENSOR1</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>|S1</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a2a179eb-48bb-4d1e-8df6-f534ceed4a66' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a2a179eb-48bb-4d1e-8df6-f534ceed4a66' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-39ea1356-216c-4d5a-a301-521933db4981' class='xr-var-data-in' type='checkbox'><label for='data-39ea1356-216c-4d5a-a301-521933db4981' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>sensor_type :</span></dt><dd>CTD</dd><dt><span>sensor_maker :</span></dt><dd>Seabird</dd><dt><span>sensor_model :</span></dt><dd>GPCTD</dd><dt><span>sensor_serial_no :</span></dt><dd>96</dd><dt><span>long_name :</span></dt><dd>Sensor1 information</dd><dt><span>sensor_calibration_date :</span></dt><dd>2018-05-31</dd><dt><span>sensor_parameters :</span></dt><dd>TEMP, CNDC, PRES, PSAL</dd></dl></div><pre class='xr-var-data'>array(b&#x27;&#x27;, dtype=&#x27;|S1&#x27;)</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>SENSOR2</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>|S1</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2ccd5819-6fb1-4424-8172-7da3efb3bd8a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2ccd5819-6fb1-4424-8172-7da3efb3bd8a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bfdf9435-e029-4164-8fbe-31261d3e7474' class='xr-var-data-in' type='checkbox'><label for='data-bfdf9435-e029-4164-8fbe-31261d3e7474' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>sensor_type :</span></dt><dd>ECO Puck</dd><dt><span>sensor_maker :</span></dt><dd>Wetlabs</dd><dt><span>sensor_model :</span></dt><dd>FLBBCDSLC</dd><dt><span>sensor_serial_no :</span></dt><dd>4643</dd><dt><span>long_name :</span></dt><dd>Sensor2 information</dd><dt><span>sensor_calibration_date :</span></dt><dd>2018-10-23</dd><dt><span>sensor_parameters :</span></dt><dd>CPHL, CDOM, VBSC, BBP</dd></dl></div><pre class='xr-var-data'>array(b&#x27;&#x27;, dtype=&#x27;|S1&#x27;)</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>SENSOR3</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>|S1</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c7bdbc40-e39c-42b6-8293-4f91dc9dc96c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c7bdbc40-e39c-42b6-8293-4f91dc9dc96c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9c6ed139-305a-4447-b178-d2717eeb4bce' class='xr-var-data-in' type='checkbox'><label for='data-9c6ed139-305a-4447-b178-d2717eeb4bce' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>sensor_type :</span></dt><dd>oxygen sensor</dd><dt><span>sensor_maker :</span></dt><dd>Aanderaa</dd><dt><span>sensor_model :</span></dt><dd>OXY3835_WPHASE</dd><dt><span>sensor_serial_no :</span></dt><dd>1327</dd><dt><span>long_name :</span></dt><dd>Sensor3 information</dd><dt><span>sensor_calibration_date :</span></dt><dd>2014-09-04</dd><dt><span>sensor_parameters :</span></dt><dd>DOX1, DOX2</dd></dl></div><pre class='xr-var-data'>array(b&#x27;&#x27;, dtype=&#x27;|S1&#x27;)</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>SENSOR4</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>|S1</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2983d83d-f1a9-4ac2-8824-998f696a1e01' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2983d83d-f1a9-4ac2-8824-998f696a1e01' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6ef6a810-0337-43a9-ade2-a6a59f1ac8b0' class='xr-var-data-in' type='checkbox'><label for='data-6ef6a810-0337-43a9-ade2-a6a59f1ac8b0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>sensor_type :</span></dt><dd>multispectral radiometer</dd><dt><span>sensor_maker :</span></dt><dd>Satlantic</dd><dt><span>sensor_model :</span></dt><dd>OCR504_ISCW</dd><dt><span>sensor_serial_no :</span></dt><dd>172</dd><dt><span>long_name :</span></dt><dd>Sensor4 information</dd><dt><span>sensor_calibration_date :</span></dt><dd>2014-04-01</dd><dt><span>sensor_parameters :</span></dt><dd>IRRAD443, IRRAD490, IRRAD555, IRRAD670</dd></dl></div><pre class='xr-var-data'>array(b&#x27;&#x27;, dtype=&#x27;|S1&#x27;)</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>TIME_quality_control</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-338906a3-575a-4460-af5b-7cd9dd033b18' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-338906a3-575a-4460-af5b-7cd9dd033b18' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2832c752-62c0-4a59-9d4f-4b17b1002d3a' class='xr-var-data-in' type='checkbox'><label for='data-2832c752-62c0-4a59-9d4f-4b17b1002d3a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>time status_flag</dd><dt><span>long_name :</span></dt><dd>quality control flag for time from the CTD</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>quality_control_conventions :</span></dt><dd>IMOS standard flags</dd><dt><span>valid_min :</span></dt><dd>[0]</dd><dt><span>valid_max :</span></dt><dd>[9]</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_values missing_values</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float32]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>LATITUDE_quality_control</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-96cc2fde-ed7c-4945-8dbb-2b1ea48d8f2f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-96cc2fde-ed7c-4945-8dbb-2b1ea48d8f2f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d668d2fc-7dc5-4644-b165-aed160402c37' class='xr-var-data-in' type='checkbox'><label for='data-d668d2fc-7dc5-4644-b165-aed160402c37' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude status_flag</dd><dt><span>long_name :</span></dt><dd>quality control flag for latitude</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>quality_control_conventions :</span></dt><dd>IMOS standard flags</dd><dt><span>valid_min :</span></dt><dd>[0]</dd><dt><span>valid_max :</span></dt><dd>[9]</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_values missing_values</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float32]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>LONGITUDE_quality_control</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e5272c94-e69f-4dc3-8d30-f9a070b3bea1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e5272c94-e69f-4dc3-8d30-f9a070b3bea1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-54088478-655e-4dc7-9425-59151a59a01b' class='xr-var-data-in' type='checkbox'><label for='data-54088478-655e-4dc7-9425-59151a59a01b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>longitude status_flag</dd><dt><span>long_name :</span></dt><dd>quality control flag for longitude</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>quality_control_conventions :</span></dt><dd>IMOS standard flags</dd><dt><span>valid_min :</span></dt><dd>[0]</dd><dt><span>valid_max :</span></dt><dd>[9]</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_values missing_values</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float32]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>HEAD</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0891324a-c572-41da-8974-dc4778fecc81' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0891324a-c572-41da-8974-dc4778fecc81' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b6531797-a1be-4365-bffc-bba50d6501ba' class='xr-var-data-in' type='checkbox'><label for='data-b6531797-a1be-4365-bffc-bba50d6501ba' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>vehicle_heading</dd><dt><span>units :</span></dt><dd>Degrees</dd><dt><span>valid_min :</span></dt><dd>[0.]</dd><dt><span>valid_max :</span></dt><dd>[360.]</dd><dt><span>comment :</span></dt><dd>Vehicle heading in degrees, clockwise from magnetic north.</dd><dt><span>ancillary_variables :</span></dt><dd>HEAD_quality_control</dd><dt><span>observation_type :</span></dt><dd>measured</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>quality_control_indicator :</span></dt><dd>[0.]</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float64]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>HEAD_quality_control</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-5c3ec93f-e039-454c-baf5-0e79df595a9e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5c3ec93f-e039-454c-baf5-0e79df595a9e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-299cc165-75f6-43e8-b571-bfb87200659c' class='xr-var-data-in' type='checkbox'><label for='data-299cc165-75f6-43e8-b571-bfb87200659c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>quality control flag for vehicle_heading</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>quality_control_conventions :</span></dt><dd>IMOS standard flags</dd><dt><span>valid_min :</span></dt><dd>[0]</dd><dt><span>valid_max :</span></dt><dd>[9]</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_values missing_values</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float32]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>UCUR</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-90ff7cc6-43ab-4eb2-9ee7-c11903e1c403' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-90ff7cc6-43ab-4eb2-9ee7-c11903e1c403' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1d892915-d38a-4be4-b814-a64d53f7adb8' class='xr-var-data-in' type='checkbox'><label for='data-1d892915-d38a-4be4-b814-a64d53f7adb8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>eastward_sea_water_velocity</dd><dt><span>long_name :</span></dt><dd>eastward_sea_water_velocity</dd><dt><span>units :</span></dt><dd>m s-1</dd><dt><span>valid_min :</span></dt><dd>[-10.]</dd><dt><span>valid_max :</span></dt><dd>[10.]</dd><dt><span>comment :</span></dt><dd>Average eastward velocity of the seawater over all the water that the glider travels through between surfacing. The values are rough estimates derived from engineering parameters.</dd><dt><span>ancillary_variables :</span></dt><dd>UCUR_quality_control</dd><dt><span>observation_type :</span></dt><dd>computed</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>quality_control_indicator :</span></dt><dd>[0.]</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float64]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>UCUR_quality_control</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7857f3de-9cdd-4371-b313-0cd32f38b529' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7857f3de-9cdd-4371-b313-0cd32f38b529' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e19d62c6-4a06-48d2-8e10-2c4394234bdb' class='xr-var-data-in' type='checkbox'><label for='data-e19d62c6-4a06-48d2-8e10-2c4394234bdb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>eastward_sea_water_velocity status_flag</dd><dt><span>long_name :</span></dt><dd>quality control flag for eastward_sea_water_velocity</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>quality_control_conventions :</span></dt><dd>IMOS standard flags</dd><dt><span>valid_min :</span></dt><dd>[0]</dd><dt><span>valid_max :</span></dt><dd>[9]</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_values missing_values</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float32]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>VCUR</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-35089813-a885-48c0-8ac2-54e208165924' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-35089813-a885-48c0-8ac2-54e208165924' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-113cff7e-3a97-4d1b-80a2-f17fd0747723' class='xr-var-data-in' type='checkbox'><label for='data-113cff7e-3a97-4d1b-80a2-f17fd0747723' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>northward_sea_water_velocity</dd><dt><span>long_name :</span></dt><dd>northward_sea_water_velocity</dd><dt><span>units :</span></dt><dd>m s-1</dd><dt><span>valid_min :</span></dt><dd>[-10.]</dd><dt><span>valid_max :</span></dt><dd>[10.]</dd><dt><span>comment :</span></dt><dd>Average northward velocity of the seawater over all the water that the glider travels through between surfacing. The values are rough estimates derived from engineering parameters.</dd><dt><span>ancillary_variables :</span></dt><dd>VCUR_quality_control</dd><dt><span>observation_type :</span></dt><dd>computed</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>quality_control_indicator :</span></dt><dd>[0.]</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float64]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>VCUR_quality_control</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d3f1f5c2-1fdf-405a-8ecf-ef92835c1547' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d3f1f5c2-1fdf-405a-8ecf-ef92835c1547' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2e099247-37e7-4fff-b599-8aae3d581e68' class='xr-var-data-in' type='checkbox'><label for='data-2e099247-37e7-4fff-b599-8aae3d581e68' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>northward_sea_water_velocity status_flag</dd><dt><span>long_name :</span></dt><dd>quality control flag for northward_sea_water_velocity</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>quality_control_conventions :</span></dt><dd>IMOS standard flags</dd><dt><span>valid_min :</span></dt><dd>[0]</dd><dt><span>valid_max :</span></dt><dd>[9]</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_values missing_values</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float32]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>UCUR_GPS</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8ecd6d83-6c89-41b9-9a1c-476e37c48cd0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8ecd6d83-6c89-41b9-9a1c-476e37c48cd0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0e14c5eb-e502-48ac-b31e-0f90d962af01' class='xr-var-data-in' type='checkbox'><label for='data-0e14c5eb-e502-48ac-b31e-0f90d962af01' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>eastward_surface_sea_water_velocity</dd><dt><span>units :</span></dt><dd>m s-1</dd><dt><span>valid_min :</span></dt><dd>[-10.]</dd><dt><span>valid_max :</span></dt><dd>[10.]</dd><dt><span>comment :</span></dt><dd>Eastward surface sea-water velocity, calculated from parked glider drift between GPS fixes.</dd><dt><span>ancillary_variables :</span></dt><dd>UCUR_GPS_quality_control</dd><dt><span>observation_type :</span></dt><dd>computed</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>quality_control_indicator :</span></dt><dd>[0.]</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float64]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>UCUR_GPS_quality_control</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-80f95fb5-69f9-4561-a400-9ca4199ebdb8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-80f95fb5-69f9-4561-a400-9ca4199ebdb8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c4751f14-1357-4ae5-a5f7-5fbccb4f766e' class='xr-var-data-in' type='checkbox'><label for='data-c4751f14-1357-4ae5-a5f7-5fbccb4f766e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>quality control flag for eastward_surface_sea_water_velocity</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>quality_control_conventions :</span></dt><dd>IMOS standard flags</dd><dt><span>valid_min :</span></dt><dd>[0]</dd><dt><span>valid_max :</span></dt><dd>[9]</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_values missing_values</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float32]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>VCUR_GPS</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3d1e2339-eb79-4452-938c-36a64684cd68' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3d1e2339-eb79-4452-938c-36a64684cd68' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-eff3358e-cf6b-4a42-a278-2fb3658597ef' class='xr-var-data-in' type='checkbox'><label for='data-eff3358e-cf6b-4a42-a278-2fb3658597ef' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>northward_surface_sea_water_velocity</dd><dt><span>units :</span></dt><dd>m s-1</dd><dt><span>valid_min :</span></dt><dd>[-10.]</dd><dt><span>valid_max :</span></dt><dd>[10.]</dd><dt><span>comment :</span></dt><dd>Northward surface sea-water velocity, calculated from parked glider drift between GPS fixes.</dd><dt><span>ancillary_variables :</span></dt><dd>VCUR_GPS_quality_control</dd><dt><span>observation_type :</span></dt><dd>computed</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>quality_control_indicator :</span></dt><dd>[0.]</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float64]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>VCUR_GPS_quality_control</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-67c14e28-3588-4a5a-b16b-5b26d26f561b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-67c14e28-3588-4a5a-b16b-5b26d26f561b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-832110ce-cd36-4801-8851-139a3e321cb1' class='xr-var-data-in' type='checkbox'><label for='data-832110ce-cd36-4801-8851-139a3e321cb1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>quality control flag for northward_surface_sea_water_velocity</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>quality_control_conventions :</span></dt><dd>IMOS standard flags</dd><dt><span>valid_min :</span></dt><dd>[0]</dd><dt><span>valid_max :</span></dt><dd>[9]</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_values missing_values</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float32]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>PHASE</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e4b4bcea-9a49-4ba7-8470-4036854f8fc6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e4b4bcea-9a49-4ba7-8470-4036854f8fc6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3de81515-99e8-48f5-8950-ff84c18fe5e9' class='xr-var-data-in' type='checkbox'><label for='data-3de81515-99e8-48f5-8950-ff84c18fe5e9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>glider_trajectory_phase_code</dd><dt><span>units :</span></dt><dd>1</dd><dt><span>valid_min :</span></dt><dd>[0]</dd><dt><span>valid_max :</span></dt><dd>[6]</dd><dt><span>comment :</span></dt><dd>Phase of the trajectory at that time, defined following EGO (see table 9 in the EGO user manual v1.1). Values used: 0 for surface drifting, 1 for descending profile, 4 for ascending profile, 3 for inflexion. Computed using a script based on depth rate</dd><dt><span>ancillary_variables :</span></dt><dd>PHASE_quality_control PROFILE</dd><dt><span>observation_type :</span></dt><dd>computed</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>quality_control_indicator :</span></dt><dd>[0.]</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float32]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>PHASE_quality_control</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-55f2df93-5045-4eca-8763-3d8037a1fdda' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-55f2df93-5045-4eca-8763-3d8037a1fdda' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4f20b54d-7b70-44a4-a16c-6eaf05b39831' class='xr-var-data-in' type='checkbox'><label for='data-4f20b54d-7b70-44a4-a16c-6eaf05b39831' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>quality control flag for glider_trajectory_phase_code</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>quality_control_conventions :</span></dt><dd>IMOS standard flags</dd><dt><span>valid_min :</span></dt><dd>[0]</dd><dt><span>valid_max :</span></dt><dd>[9]</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_values missing_values</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float32]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>PROFILE</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3ceb580d-7e95-4dc4-8598-93f981a1445e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3ceb580d-7e95-4dc4-8598-93f981a1445e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-121395a4-e890-4fc5-95b3-237b205a5a5d' class='xr-var-data-in' type='checkbox'><label for='data-121395a4-e890-4fc5-95b3-237b205a5a5d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>glider_trajectory_profile_number</dd><dt><span>units :</span></dt><dd>1</dd><dt><span>valid_min :</span></dt><dd>[0]</dd><dt><span>valid_max :</span></dt><dd>[900000]</dd><dt><span>comment :</span></dt><dd>The profile number is 1, and is increased at each phase change. It is set to 0 when the glider is at surface (PHASE=0) or during inflexion (PHASE=3) or if the profile is too short (less than 10 pressure measurements). Computed using a script based on depth rate</dd><dt><span>ancillary_variables :</span></dt><dd>PROFILE_quality_control PHASE</dd><dt><span>observation_type :</span></dt><dd>computed</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>quality_control_indicator :</span></dt><dd>[0.]</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float64]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>PROFILE_quality_control</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-47a7f761-3ea3-457e-942c-6a5f9ad25cc7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-47a7f761-3ea3-457e-942c-6a5f9ad25cc7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-99ec5674-1bb0-4415-a212-e2175c82cfac' class='xr-var-data-in' type='checkbox'><label for='data-99ec5674-1bb0-4415-a212-e2175c82cfac' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>quality control flag for glider_trajectory_profile_number</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>quality_control_conventions :</span></dt><dd>IMOS standard flags</dd><dt><span>valid_min :</span></dt><dd>[0]</dd><dt><span>valid_max :</span></dt><dd>[9]</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_values missing_values</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float32]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>PRES</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-991c4f63-6f2f-47a7-adef-927d4a38b4f6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-991c4f63-6f2f-47a7-adef-927d4a38b4f6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ab4e0814-386b-4ffa-93b6-9cf094a6bcbf' class='xr-var-data-in' type='checkbox'><label for='data-ab4e0814-386b-4ffa-93b6-9cf094a6bcbf' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>sea_water_pressure</dd><dt><span>long_name :</span></dt><dd>sea_water_pressure</dd><dt><span>units :</span></dt><dd>dbar</dd><dt><span>valid_min :</span></dt><dd>[-5.]</dd><dt><span>valid_max :</span></dt><dd>[1100.]</dd><dt><span>comment :</span></dt><dd>pressure measured by the CTD</dd><dt><span>ancillary_variables :</span></dt><dd>PRES_quality_control</dd><dt><span>observation_type :</span></dt><dd>measured</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>quality_control_indicator :</span></dt><dd>[1.]</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float64]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>PRES_quality_control</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-22c12dda-625a-4c7c-bd70-61da2e7e7411' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-22c12dda-625a-4c7c-bd70-61da2e7e7411' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-08db8ee9-46be-4aa1-90d6-12cb781bf954' class='xr-var-data-in' type='checkbox'><label for='data-08db8ee9-46be-4aa1-90d6-12cb781bf954' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>sea_water_pressure status_flag</dd><dt><span>long_name :</span></dt><dd>quality control flag for sea_water_pressure</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>quality_control_conventions :</span></dt><dd>IMOS standard flags</dd><dt><span>valid_min :</span></dt><dd>[0]</dd><dt><span>valid_max :</span></dt><dd>[9]</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_values missing_values</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float32]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>DEPTH_quality_control</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-96329545-9510-46f3-8364-96196fd2f4c2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-96329545-9510-46f3-8364-96196fd2f4c2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1a3fb9d1-46fe-4d7b-896b-8c516d8afe58' class='xr-var-data-in' type='checkbox'><label for='data-1a3fb9d1-46fe-4d7b-896b-8c516d8afe58' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>depth status_flag</dd><dt><span>long_name :</span></dt><dd>quality control flag for depth</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>quality_control_conventions :</span></dt><dd>IMOS standard flags</dd><dt><span>valid_min :</span></dt><dd>[0]</dd><dt><span>valid_max :</span></dt><dd>[9]</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_values missing_values</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float32]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>TEMP</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ecd03024-ac54-47bc-868b-8b12c9ff0273' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ecd03024-ac54-47bc-868b-8b12c9ff0273' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a8514226-b805-47ea-8bc4-803ee133f346' class='xr-var-data-in' type='checkbox'><label for='data-a8514226-b805-47ea-8bc4-803ee133f346' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>sea_water_temperature</dd><dt><span>long_name :</span></dt><dd>sea_water_temperature</dd><dt><span>units :</span></dt><dd>Celsius</dd><dt><span>valid_min :</span></dt><dd>[-2.5]</dd><dt><span>valid_max :</span></dt><dd>[40.]</dd><dt><span>ancillary_variables :</span></dt><dd>TEMP_quality_control</dd><dt><span>observation_type :</span></dt><dd>measured</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>comment :</span></dt><dd>Data have been corrected for sensor time response. Uncorrected data are available in the FV00 file associated with this mission. </dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float64]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>TEMP_quality_control</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d75bfc81-85bd-49ac-858a-80fb0bcf408a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d75bfc81-85bd-49ac-858a-80fb0bcf408a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-235d6a7b-6d27-4f98-9fac-93d3ceb80601' class='xr-var-data-in' type='checkbox'><label for='data-235d6a7b-6d27-4f98-9fac-93d3ceb80601' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>sea_water_temperature status_flag</dd><dt><span>long_name :</span></dt><dd>quality control flag for sea_water_temperature</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>quality_control_conventions :</span></dt><dd>IMOS standard flags</dd><dt><span>valid_min :</span></dt><dd>[0]</dd><dt><span>valid_max :</span></dt><dd>[9]</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_values missing_values</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float32]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>CNDC</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9ad6c0c1-c1fc-4bb9-86b4-18f6aedec94e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9ad6c0c1-c1fc-4bb9-86b4-18f6aedec94e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b876a17a-4698-4b91-aaa6-4be1b1a44e14' class='xr-var-data-in' type='checkbox'><label for='data-b876a17a-4698-4b91-aaa6-4be1b1a44e14' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>sea_water_electrical_conductivity</dd><dt><span>long_name :</span></dt><dd>sea_water_electrical_conductivity</dd><dt><span>units :</span></dt><dd>S m-1</dd><dt><span>valid_min :</span></dt><dd>[0.]</dd><dt><span>valid_max :</span></dt><dd>[60.]</dd><dt><span>observation_type :</span></dt><dd>measured</dd><dt><span>ancillary_variables :</span></dt><dd>CNDC_quality_control</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>comment :</span></dt><dd>Data have been corrected for sensor time response. Uncorrected data are available in the FV00 file associated with this mission. </dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float64]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>CNDC_quality_control</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6da894a2-1b40-45f0-9217-a9de1368e34c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6da894a2-1b40-45f0-9217-a9de1368e34c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c4c79280-8231-446c-a34a-5776f207a90d' class='xr-var-data-in' type='checkbox'><label for='data-c4c79280-8231-446c-a34a-5776f207a90d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>sea_water_electrical_conductivity status_flag</dd><dt><span>long_name :</span></dt><dd>quality control flag for sea_water_electrical_conductivity</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>quality_control_conventions :</span></dt><dd>IMOS standard flags</dd><dt><span>valid_min :</span></dt><dd>[0]</dd><dt><span>valid_max :</span></dt><dd>[9]</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_values missing_values</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float32]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>PSAL</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-873ad8a4-22b4-472b-a8eb-4e47313009ab' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-873ad8a4-22b4-472b-a8eb-4e47313009ab' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-987c4aac-44a4-489b-a665-f2d1cd38ad27' class='xr-var-data-in' type='checkbox'><label for='data-987c4aac-44a4-489b-a665-f2d1cd38ad27' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>sea_water_salinity</dd><dt><span>long_name :</span></dt><dd>sea_water_salinity</dd><dt><span>units :</span></dt><dd>1e-3</dd><dt><span>valid_min :</span></dt><dd>[2.]</dd><dt><span>valid_max :</span></dt><dd>[41.]</dd><dt><span>ancillary_variables :</span></dt><dd>PSAL_quality_control</dd><dt><span>observation_type :</span></dt><dd>computed</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>comment :</span></dt><dd>practical salinity computed using the Gibbs-SeaWater toolbox (TEOS-10) v3.02 from temperature, conductivity and relative pressure measurements. Users are cautioned that spikes predominantly occuring at the base of the mixed layer result from thermal inertia issues and may remain although correction have been applied.Temperature data have been corrected for sensor time response. A thermal lag correction has been applied. Conductivity data have been corrected for sensor time response. </dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float64]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>PSAL_quality_control</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-82d3ba40-6f28-4570-a770-6d9efa15ef87' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-82d3ba40-6f28-4570-a770-6d9efa15ef87' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d7dfe2da-d91a-4928-8f4e-f72cc2f74e5d' class='xr-var-data-in' type='checkbox'><label for='data-d7dfe2da-d91a-4928-8f4e-f72cc2f74e5d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>sea_water_salinity status_flag</dd><dt><span>long_name :</span></dt><dd>quality control flag for sea_water_salinity</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>quality_control_conventions :</span></dt><dd>IMOS standard flags</dd><dt><span>valid_min :</span></dt><dd>[0]</dd><dt><span>valid_max :</span></dt><dd>[9]</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_values missing_values</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float32]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>DOX2</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-8f0083b3-3c71-4b99-82ad-2acabe83c06d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8f0083b3-3c71-4b99-82ad-2acabe83c06d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5a161af9-ff5d-44e7-abbd-b98009a6e351' class='xr-var-data-in' type='checkbox'><label for='data-5a161af9-ff5d-44e7-abbd-b98009a6e351' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>moles_of_oxygen_per_unit_mass_in_sea_water</dd><dt><span>long_name :</span></dt><dd>moles_of_oxygen_per_unit_mass_in_sea_water</dd><dt><span>units :</span></dt><dd>umol kg-1</dd><dt><span>valid_min :</span></dt><dd>[0.]</dd><dt><span>valid_max :</span></dt><dd>[650.]</dd><dt><span>ancillary_variables :</span></dt><dd>DOX2_quality_control</dd><dt><span>observation_type :</span></dt><dd>computed</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>comment :</span></dt><dd>mole concentration per unit mass computed as the mole concentration per litre divided by the potential density. Data computed from BPHASE measurements (corrected from both sensor geometric alignment with pressure and sensor time-lag), temperature measured by the CTD and calibration coefficients. Uncorrected data are available in the FV00 file associated with this mission.</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float64]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>DOX2_quality_control</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c3747071-86e0-4bd1-ac75-d193c2aff884' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c3747071-86e0-4bd1-ac75-d193c2aff884' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-29885621-1fb7-454d-ae52-a304a5fdd0f0' class='xr-var-data-in' type='checkbox'><label for='data-29885621-1fb7-454d-ae52-a304a5fdd0f0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>moles_of_oxygen_per_unit_mass_in_sea_water status_flag</dd><dt><span>long_name :</span></dt><dd>quality control flag for moles_of_oxygen_per_unit_mass_in_sea_water</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>quality_control_conventions :</span></dt><dd>IMOS standard flags</dd><dt><span>valid_min :</span></dt><dd>[0]</dd><dt><span>valid_max :</span></dt><dd>[9]</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_values missing_values</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float32]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>DOX1</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-451c40ad-30f6-471b-b309-e66008c732ce' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-451c40ad-30f6-471b-b309-e66008c732ce' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6bb2fd17-92de-4b6f-9145-663b1bc5b4fa' class='xr-var-data-in' type='checkbox'><label for='data-6bb2fd17-92de-4b6f-9145-663b1bc5b4fa' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>mole_concentration_of_dissolved_molecular_oxygen_in_sea_water</dd><dt><span>long_name :</span></dt><dd>mole_concentration_of_dissolved_molecular_oxygen_in_sea_water</dd><dt><span>units :</span></dt><dd>umol l-1</dd><dt><span>valid_min :</span></dt><dd>[0.]</dd><dt><span>valid_max :</span></dt><dd>[650.]</dd><dt><span>ancillary_variables :</span></dt><dd>DOX1_quality_control</dd><dt><span>observation_type :</span></dt><dd>computed</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>comment :</span></dt><dd>Data computed from BPHASE measurements (corrected from both sensor geometric alignment with pressure and sensor time-lag), temperature measured by the CTD and calibration coefficients. Uncorrected data are available in the FV00 file associated with this mission. (Need to multiply by 0.0223916 to get values in ml/L). </dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float64]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>DOX1_quality_control</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7c43eedc-b752-4c2a-a9b7-c2ed548eaa4a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7c43eedc-b752-4c2a-a9b7-c2ed548eaa4a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-70c2e0cc-b046-4588-930a-7359d562bae4' class='xr-var-data-in' type='checkbox'><label for='data-70c2e0cc-b046-4588-930a-7359d562bae4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>mole_concentration_of_dissolved_molecular_oxygen_in_sea_water status_flag</dd><dt><span>long_name :</span></dt><dd>quality control flag for mole_concentration_of_dissolved_molecular_oxygen_in_sea_water</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>quality_control_conventions :</span></dt><dd>IMOS standard flags</dd><dt><span>valid_min :</span></dt><dd>[0]</dd><dt><span>valid_max :</span></dt><dd>[9]</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_values missing_values</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float32]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>CPHL</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0192c146-5b00-4045-a48d-25e1639d9de7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0192c146-5b00-4045-a48d-25e1639d9de7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-eeb00403-6159-43bd-b1d2-e3d717b52432' class='xr-var-data-in' type='checkbox'><label for='data-eeb00403-6159-43bd-b1d2-e3d717b52432' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>mass_concentration_of_chlorophyll_in_sea_water</dd><dt><span>long_name :</span></dt><dd>mass_concentration_of_chlorophyll_in_sea_water</dd><dt><span>units :</span></dt><dd>mg m-3</dd><dt><span>valid_min :</span></dt><dd>[0.]</dd><dt><span>valid_max :</span></dt><dd>[100.]</dd><dt><span>ancillary_variables :</span></dt><dd>CPHL_quality_control</dd><dt><span>observation_type :</span></dt><dd>computed</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>comment :</span></dt><dd>Data have been corrected to account for a suspected shift in Dark Count value since the calibration that lead to many negative values. Uncorrected data are available in the FV00 file associated with this mission. </dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float64]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>CPHL_quality_control</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-56eb685a-76b5-434f-8abc-515ea6001913' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-56eb685a-76b5-434f-8abc-515ea6001913' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ee60201b-c4f4-4cf5-8d69-79037684df9e' class='xr-var-data-in' type='checkbox'><label for='data-ee60201b-c4f4-4cf5-8d69-79037684df9e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>mass_concentration_of_chlorophyll_in_sea_water status_flag</dd><dt><span>long_name :</span></dt><dd>quality control flag for mass_concentration_of_chlorophyll_in_sea_water</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>quality_control_conventions :</span></dt><dd>IMOS standard flags</dd><dt><span>valid_min :</span></dt><dd>[0]</dd><dt><span>valid_max :</span></dt><dd>[9]</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_values missing_values</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float32]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>CDOM</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e2db63fd-8995-4137-addb-592b54b0522d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e2db63fd-8995-4137-addb-592b54b0522d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f44ada3e-3e4a-4f45-98b7-296ea8cab985' class='xr-var-data-in' type='checkbox'><label for='data-f44ada3e-3e4a-4f45-98b7-296ea8cab985' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>concentration_of_coloured_dissolved_organic_matter</dd><dt><span>units :</span></dt><dd>1e-9</dd><dt><span>valid_min :</span></dt><dd>[0.]</dd><dt><span>valid_max :</span></dt><dd>[400.]</dd><dt><span>ancillary_variables :</span></dt><dd>CDOM_quality_control</dd><dt><span>observation_type :</span></dt><dd>computed</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>comment :</span></dt><dd>Data have been corrected to account for a suspected shift in Dark Count value since the calibration that lead to many negative values. Uncorrected data are available in the FV00 file associated with this mission. </dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float64]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>CDOM_quality_control</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f9173197-abd1-4c80-bb1b-a67b99c354e9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f9173197-abd1-4c80-bb1b-a67b99c354e9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-483289f7-253d-4e79-ac0a-0ade6e8a981b' class='xr-var-data-in' type='checkbox'><label for='data-483289f7-253d-4e79-ac0a-0ade6e8a981b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>quality control flag for concentration_of_coloured_dissolved_organic_matter</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>quality_control_conventions :</span></dt><dd>IMOS standard flags</dd><dt><span>valid_min :</span></dt><dd>[0]</dd><dt><span>valid_max :</span></dt><dd>[9]</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_values missing_values</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float32]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>VBSC</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-07a27921-fb7d-4b7b-a4c0-f22d03ee6cc0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-07a27921-fb7d-4b7b-a4c0-f22d03ee6cc0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6a61f39c-01ec-41bb-9803-93b824a17813' class='xr-var-data-in' type='checkbox'><label for='data-6a61f39c-01ec-41bb-9803-93b824a17813' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>volume_scattering_function</dd><dt><span>units :</span></dt><dd>m-1 sr-1</dd><dt><span>valid_min :</span></dt><dd>[0.]</dd><dt><span>valid_max :</span></dt><dd>[0.1]</dd><dt><span>ancillary_variables :</span></dt><dd>VBSC_quality_control</dd><dt><span>observation_type :</span></dt><dd>computed</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>comment :</span></dt><dd>concentration computed from the measured raw values in counts and the calibration coefficients stored in the associate FV00 NetCDF file</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float64]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>VBSC_quality_control</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-52d30988-4c1e-4c26-b95a-e1485bb21371' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-52d30988-4c1e-4c26-b95a-e1485bb21371' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-286a0128-1a2d-4e0a-a982-18d0f69ecaf5' class='xr-var-data-in' type='checkbox'><label for='data-286a0128-1a2d-4e0a-a982-18d0f69ecaf5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>quality control flag for volume_scattering_function</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>quality_control_conventions :</span></dt><dd>IMOS standard flags</dd><dt><span>valid_min :</span></dt><dd>[0]</dd><dt><span>valid_max :</span></dt><dd>[9]</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_values missing_values</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float32]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>BBP</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-fc7f69e4-eff8-4413-8254-777f6dd51b0a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fc7f69e4-eff8-4413-8254-777f6dd51b0a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8d6b361a-f3fe-4488-ab44-6211cad2d51c' class='xr-var-data-in' type='checkbox'><label for='data-8d6b361a-f3fe-4488-ab44-6211cad2d51c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>particle_backscattering_coefficient</dd><dt><span>units :</span></dt><dd>m-1</dd><dt><span>valid_min :</span></dt><dd>[0.]</dd><dt><span>valid_max :</span></dt><dd>[1.]</dd><dt><span>ancillary_variables :</span></dt><dd>BBP_quality_control</dd><dt><span>observation_type :</span></dt><dd>computed</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>comment :</span></dt><dd>Computed using a Xp factor = 1.1 and backscatter from seawater from Zhang (2009) code</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float64]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>BBP_quality_control</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0a450c71-9ddb-4e7f-855b-947400f26d93' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0a450c71-9ddb-4e7f-855b-947400f26d93' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-477b6a4e-5639-4a7e-bfba-5f3ccf260b34' class='xr-var-data-in' type='checkbox'><label for='data-477b6a4e-5639-4a7e-bfba-5f3ccf260b34' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>quality control flag for particle_backscattering_coefficient</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>quality_control_conventions :</span></dt><dd>IMOS standard flags</dd><dt><span>valid_min :</span></dt><dd>[0]</dd><dt><span>valid_max :</span></dt><dd>[9]</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_values missing_values</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float32]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>IRRAD443</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4ae97b14-b54d-4281-a330-2e475d390cf5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4ae97b14-b54d-4281-a330-2e475d390cf5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e72af0d6-369e-480f-959b-24adad9e21a6' class='xr-var-data-in' type='checkbox'><label for='data-e72af0d6-369e-480f-959b-24adad9e21a6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>downwelling_spectral_irradiance_in_sea_water_beam1</dd><dt><span>units :</span></dt><dd>uW cm-2 nm-1</dd><dt><span>valid_min :</span></dt><dd>[0.]</dd><dt><span>valid_max :</span></dt><dd>[1000.]</dd><dt><span>ancillary_variables :</span></dt><dd>IRRAD443_quality_control</dd><dt><span>observation_type :</span></dt><dd>computed</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>comment :</span></dt><dd>The real wavelength for this beam is 443.9 nm. Irradiance data have been corrected to account for suspected shift in Dark Count values since the calibration, that lead to many negative values. Uncorrected data are available in the FV00 file associated with this mission. </dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float64]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>IRRAD443_quality_control</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-60c0a479-e006-402a-9bc9-5fc86ab97a98' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-60c0a479-e006-402a-9bc9-5fc86ab97a98' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-807c1ee8-6cbf-422a-91b2-1b3c2a90fc03' class='xr-var-data-in' type='checkbox'><label for='data-807c1ee8-6cbf-422a-91b2-1b3c2a90fc03' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>quality control flag for downwelling_spectral_irradiance_in_sea_water_beam1</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>quality_control_conventions :</span></dt><dd>IMOS standard flags</dd><dt><span>valid_min :</span></dt><dd>[0]</dd><dt><span>valid_max :</span></dt><dd>[9]</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_values missing_values</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float32]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>IRRAD490</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-26c874dd-3784-47f3-8ef5-e27cd5348217' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-26c874dd-3784-47f3-8ef5-e27cd5348217' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-66e3683e-48ef-40d5-ad35-5f8eadd90c57' class='xr-var-data-in' type='checkbox'><label for='data-66e3683e-48ef-40d5-ad35-5f8eadd90c57' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>downwelling_spectral_irradiance_in_sea_water_beam2</dd><dt><span>units :</span></dt><dd>uW cm-2 nm-1</dd><dt><span>valid_min :</span></dt><dd>[0.]</dd><dt><span>valid_max :</span></dt><dd>[1000.]</dd><dt><span>ancillary_variables :</span></dt><dd>IRRAD490_quality_control</dd><dt><span>observation_type :</span></dt><dd>computed</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>comment :</span></dt><dd>The real wavelength for this beam is 489.7 nm. Irradiance data have been corrected to account for suspected shift in Dark Count values since the calibration, that lead to many negative values. Uncorrected data are available in the FV00 file associated with this mission. </dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float64]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>IRRAD490_quality_control</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-806ca5ee-5395-48ce-9d1b-fa7c7ef223cb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-806ca5ee-5395-48ce-9d1b-fa7c7ef223cb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0c43fbf7-1199-4cb4-a70d-01ddf30bc1af' class='xr-var-data-in' type='checkbox'><label for='data-0c43fbf7-1199-4cb4-a70d-01ddf30bc1af' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>quality control flag for downwelling_spectral_irradiance_in_sea_water_beam2</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>quality_control_conventions :</span></dt><dd>IMOS standard flags</dd><dt><span>valid_min :</span></dt><dd>[0]</dd><dt><span>valid_max :</span></dt><dd>[9]</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_values missing_values</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float32]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>IRRAD555</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f4d77d71-c21b-4741-8175-c74c4ee7d499' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f4d77d71-c21b-4741-8175-c74c4ee7d499' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1796cc7b-99a6-4248-b541-5ba6d0d4ce87' class='xr-var-data-in' type='checkbox'><label for='data-1796cc7b-99a6-4248-b541-5ba6d0d4ce87' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>downwelling_spectral_irradiance_in_sea_water_beam3</dd><dt><span>units :</span></dt><dd>uW cm-2 nm-1</dd><dt><span>valid_min :</span></dt><dd>[0.]</dd><dt><span>valid_max :</span></dt><dd>[1000.]</dd><dt><span>ancillary_variables :</span></dt><dd>IRRAD555_quality_control</dd><dt><span>observation_type :</span></dt><dd>computed</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>comment :</span></dt><dd>The real wavelength for this beam is 554.2 nm. Irradiance data have been corrected to account for suspected shift in Dark Count values since the calibration, that lead to many negative values. Uncorrected data are available in the FV00 file associated with this mission. </dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float64]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>IRRAD555_quality_control</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6068a66e-03c6-43f5-b8fb-eeb21c670309' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6068a66e-03c6-43f5-b8fb-eeb21c670309' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d74df663-ad79-49e6-85b2-71a316837234' class='xr-var-data-in' type='checkbox'><label for='data-d74df663-ad79-49e6-85b2-71a316837234' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>quality control flag for downwelling_spectral_irradiance_in_sea_water_beam3</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>quality_control_conventions :</span></dt><dd>IMOS standard flags</dd><dt><span>valid_min :</span></dt><dd>[0]</dd><dt><span>valid_max :</span></dt><dd>[9]</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_values missing_values</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float32]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>IRRAD670</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-7b4434f0-cff4-4586-899c-8813ac12cc8c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7b4434f0-cff4-4586-899c-8813ac12cc8c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7c418476-b9e7-402d-a973-e9b5af55ff66' class='xr-var-data-in' type='checkbox'><label for='data-7c418476-b9e7-402d-a973-e9b5af55ff66' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>downwelling_spectral_irradiance_in_sea_water_beam4</dd><dt><span>units :</span></dt><dd>uW cm-2 nm-1</dd><dt><span>valid_min :</span></dt><dd>[0.]</dd><dt><span>valid_max :</span></dt><dd>[1000.]</dd><dt><span>ancillary_variables :</span></dt><dd>IRRAD670_quality_control</dd><dt><span>observation_type :</span></dt><dd>computed</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>comment :</span></dt><dd>The real wavelength for this beam is 670.2 nm. Irradiance data have been corrected to account for suspected shift in Dark Count values since the calibration, that lead to many negative values. Uncorrected data are available in the FV00 file associated with this mission. </dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float64]</pre></li><li class='xr-var-item'><div class='xr-var-name'><span>IRRAD670_quality_control</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-03ade19e-43d5-4add-b576-731ae93d7460' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-03ade19e-43d5-4add-b576-731ae93d7460' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8f06bba5-ae07-4a40-8e6e-5769025008b7' class='xr-var-data-in' type='checkbox'><label for='data-8f06bba5-ae07-4a40-8e6e-5769025008b7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>quality control flag for downwelling_spectral_irradiance_in_sea_water_beam4</dd><dt><span>quality_control_set :</span></dt><dd>[1]</dd><dt><span>quality_control_conventions :</span></dt><dd>IMOS standard flags</dd><dt><span>valid_min :</span></dt><dd>[0]</dd><dt><span>valid_max :</span></dt><dd>[9]</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed not_used not_used interpolated_values missing_values</dd></dl></div><pre class='xr-var-data'>[1072892 values with dtype=float32]</pre></li></ul></div></li><li class='xr-section-item'><input id='section-a3fd7f6d-2baa-450a-ae99-7c425562992f' class='xr-section-summary-in' type='checkbox' ><label for='section-a3fd7f6d-2baa-450a-ae99-7c425562992f' class='xr-section-summary' >Attributes: <span>(43)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>project :</span></dt><dd>Integrated Marine Observing System (IMOS)</dd><dt><span>institution :</span></dt><dd>ANFOG (Australian National Facility for Ocean Gliders)</dd><dt><span>references :</span></dt><dd>http://www.imos.org.au; &quot;ANFOG Data Management Users Manual v5.1 August 2018&quot;</dd><dt><span>naming_authority :</span></dt><dd>IMOS</dd><dt><span>cdm_data_type :</span></dt><dd>Trajectory</dd><dt><span>data_centre :</span></dt><dd>Australian Ocean Data Network (AODN)</dd><dt><span>data_centre_email :</span></dt><dd>info@aodn.org.au</dd><dt><span>principal_investigator :</span></dt><dd>Pattiaratchi, Charitha</dd><dt><span>principal_investigator_email :</span></dt><dd>chari.pattiaratchi@uwa.edu.au</dd><dt><span>institution_references :</span></dt><dd>http://imos.org.au/emii.html; http://imos.org.au/anfog.html</dd><dt><span>citation :</span></dt><dd>Citation to be used in publications should follow the format: &quot;IMOS.[year-of-data-download],[Title],[Data access URL],accessed [date-of access]&quot;.</dd><dt><span>acknowledgement :</span></dt><dd>Any users of IMOS data are required to clearly acknowledge the source of the material in the format: &quot;Data was sourced from the Integrated Marine Observing System (IMOS) - IMOS is supported by the Australian Government through the National Collaborative Research Infrastructure Strategy (NCRIS) and the Super Science Initiative (SSI).&quot;</dd><dt><span>disclaimer :</span></dt><dd>Data, products and services from IMOS are provided &quot;as is&quot; without any warranty as to fitness for a particular purpose.</dd><dt><span>license :</span></dt><dd>http://creativecommons.org/licenses/by/4.0/</dd><dt><span>standard_name_vocabulary :</span></dt><dd>NetCDF Climate and Forecast (CF) Metadata Convention Standard Name Table Version 29</dd><dt><span>source :</span></dt><dd>Glider observation</dd><dt><span>geospatial_lat_units :</span></dt><dd>degrees_north</dd><dt><span>geospatial_lon_units :</span></dt><dd>degrees_east</dd><dt><span>geospatial_vertical_units :</span></dt><dd>meter</dd><dt><span>geospatial_vertical_positive :</span></dt><dd>down</dd><dt><span>Conventions :</span></dt><dd>CF-1.6,IMOS-1.4</dd><dt><span>title :</span></dt><dd>Slocum G2 glider data from the mission RowleyShoals20190425</dd><dt><span>date_created :</span></dt><dd>2019-07-16T04:48:33Z</dd><dt><span>history :</span></dt><dd>2019-07-16T04:48:33Z</dd><dt><span>abstract :</span></dt><dd>This NetCDF file contains data from the RowleyShoals20190425 glider deployment. The platform deployed was UNIT210 (Slocum G2) with the following instruments on board: SBE CTD GPCTD (Conductivity, Temperature, Depth), Aanderaa oxygen optode (measuring concentration of dissolved oxygen in seawater), Wetlabs FLBBCDSLC 3 parameters optical sensor (measuring Chlorophyll-a, CDOM and 700nm Backscatter), Satlantic OCR sensor (measuring downwelling spectral irradiance)</dd><dt><span>comment :</span></dt><dd>This file contains data from the following specific instruments: SBE CTD GPCTD, SN 96, cal 31/05/2018; Aanderaa oxygen optode OXY3835_WPHASE (wphase configuration), SN 1327, cal 4/09/2014; Wetlabs bio-optical sensor FLBBCDSLC, SN 4643, cal 23/10/2018; Satlantic OCR sensor OCR504_ISCW, SN 172, cal 1/04/2014; </dd><dt><span>keywords :</span></dt><dd>Water Temperature, Conductivity, Salinity, Oxygen, Turbidity, Chlorophyll, Organic Matter, Fluorescence, Scattering, Downwelling spectral irradiance</dd><dt><span>geospatial_vertical_min :</span></dt><dd>[-0.52025]</dd><dt><span>geospatial_vertical_max :</span></dt><dd>[153.998]</dd><dt><span>author :</span></dt><dd>Woo, Mun</dd><dt><span>processing :</span></dt><dd>Written by MATLAB processing code version 5.00 - processing_ID=2283</dd><dt><span>deployment_code :</span></dt><dd>RowleyShoals20190425</dd><dt><span>netcdf_version :</span></dt><dd>4.0</dd><dt><span>platform_code :</span></dt><dd>SL210</dd><dt><span>local_time_zone :</span></dt><dd>[8.]</dd><dt><span>author_email :</span></dt><dd>anfog-ecm@uwa.edu.au</dd><dt><span>data_mode :</span></dt><dd>Delayed Mode</dd><dt><span>geospatial_lat_min :</span></dt><dd>[-18.25392167]</dd><dt><span>geospatial_lat_max :</span></dt><dd>[-17.1906]</dd><dt><span>geospatial_lon_min :</span></dt><dd>[116.86245333]</dd><dt><span>geospatial_lon_max :</span></dt><dd>[119.20660667]</dd><dt><span>time_coverage_start :</span></dt><dd>2019-04-25T01:01:33Z</dd><dt><span>time_coverage_end :</span></dt><dd>2019-05-21T02:34:32Z</dd></dl></div></li></ul></div></div>"
],
"text/plain": [
"<xarray.Dataset>\n",
"Dimensions: (TIME: 1072892)\n",
"Coordinates:\n",
" * TIME (TIME) datetime64[ns] 2019-04-25T01:01:33.662242560 ... 2019-05-21T02:34:32.778651904\n",
" LATITUDE (TIME) float64 ...\n",
" LONGITUDE (TIME) float64 ...\n",
" DEPTH (TIME) float64 ...\n",
"Data variables:\n",
" PLATFORM |S1 ...\n",
" DEPLOYMENT |S1 ...\n",
" SENSOR1 |S1 ...\n",
" SENSOR2 |S1 ...\n",
" SENSOR3 |S1 ...\n",
" SENSOR4 |S1 ...\n",
" TIME_quality_control (TIME) float32 ...\n",
" LATITUDE_quality_control (TIME) float32 ...\n",
" LONGITUDE_quality_control (TIME) float32 ...\n",
" HEAD (TIME) float64 ...\n",
" HEAD_quality_control (TIME) float32 ...\n",
" UCUR (TIME) float64 ...\n",
" UCUR_quality_control (TIME) float32 ...\n",
" VCUR (TIME) float64 ...\n",
" VCUR_quality_control (TIME) float32 ...\n",
" UCUR_GPS (TIME) float64 ...\n",
" UCUR_GPS_quality_control (TIME) float32 ...\n",
" VCUR_GPS (TIME) float64 ...\n",
" VCUR_GPS_quality_control (TIME) float32 ...\n",
" PHASE (TIME) float32 ...\n",
" PHASE_quality_control (TIME) float32 ...\n",
" PROFILE (TIME) float64 ...\n",
" PROFILE_quality_control (TIME) float32 ...\n",
" PRES (TIME) float64 ...\n",
" PRES_quality_control (TIME) float32 ...\n",
" DEPTH_quality_control (TIME) float32 ...\n",
" TEMP (TIME) float64 ...\n",
" TEMP_quality_control (TIME) float32 ...\n",
" CNDC (TIME) float64 ...\n",
" CNDC_quality_control (TIME) float32 ...\n",
" PSAL (TIME) float64 ...\n",
" PSAL_quality_control (TIME) float32 ...\n",
" DOX2 (TIME) float64 ...\n",
" DOX2_quality_control (TIME) float32 ...\n",
" DOX1 (TIME) float64 ...\n",
" DOX1_quality_control (TIME) float32 ...\n",
" CPHL (TIME) float64 ...\n",
" CPHL_quality_control (TIME) float32 ...\n",
" CDOM (TIME) float64 ...\n",
" CDOM_quality_control (TIME) float32 ...\n",
" VBSC (TIME) float64 ...\n",
" VBSC_quality_control (TIME) float32 ...\n",
" BBP (TIME) float64 ...\n",
" BBP_quality_control (TIME) float32 ...\n",
" IRRAD443 (TIME) float64 ...\n",
" IRRAD443_quality_control (TIME) float32 ...\n",
" IRRAD490 (TIME) float64 ...\n",
" IRRAD490_quality_control (TIME) float32 ...\n",
" IRRAD555 (TIME) float64 ...\n",
" IRRAD555_quality_control (TIME) float32 ...\n",
" IRRAD670 (TIME) float64 ...\n",
" IRRAD670_quality_control (TIME) float32 ...\n",
"Attributes:\n",
" project: Integrated Marine Observing System (IMOS)\n",
" institution: ANFOG (Australian National Facility for Oc...\n",
" references: http://www.imos.org.au; \"ANFOG Data Manage...\n",
" naming_authority: IMOS\n",
" cdm_data_type: Trajectory\n",
" data_centre: Australian Ocean Data Network (AODN)\n",
" data_centre_email: info@aodn.org.au\n",
" principal_investigator: Pattiaratchi, Charitha\n",
" principal_investigator_email: chari.pattiaratchi@uwa.edu.au\n",
" institution_references: http://imos.org.au/emii.html; http://imos....\n",
" citation: Citation to be used in publications should...\n",
" acknowledgement: Any users of IMOS data are required to cle...\n",
" disclaimer: Data, products and services from IMOS are ...\n",
" license: http://creativecommons.org/licenses/by/4.0/\n",
" standard_name_vocabulary: NetCDF Climate and Forecast (CF) Metadata ...\n",
" source: Glider observation\n",
" geospatial_lat_units: degrees_north\n",
" geospatial_lon_units: degrees_east\n",
" geospatial_vertical_units: meter\n",
" geospatial_vertical_positive: down\n",
" Conventions: CF-1.6,IMOS-1.4\n",
" title: Slocum G2 glider data from the mission Row...\n",
" date_created: 2019-07-16T04:48:33Z\n",
" history: 2019-07-16T04:48:33Z\n",
" abstract: This NetCDF file contains data from the Ro...\n",
" comment: This file contains data from the following...\n",
" keywords: Water Temperature, Conductivity, Salinity,...\n",
" geospatial_vertical_min: [-0.52025]\n",
" geospatial_vertical_max: [153.998]\n",
" author: Woo, Mun\n",
" processing: Written by MATLAB processing code version ...\n",
" deployment_code: RowleyShoals20190425\n",
" netcdf_version: 4.0\n",
" platform_code: SL210\n",
" local_time_zone: [8.]\n",
" author_email: anfog-ecm@uwa.edu.au\n",
" data_mode: Delayed Mode\n",
" geospatial_lat_min: [-18.25392167]\n",
" geospatial_lat_max: [-17.1906]\n",
" geospatial_lon_min: [116.86245333]\n",
" geospatial_lon_max: [119.20660667]\n",
" time_coverage_start: 2019-04-25T01:01:33Z\n",
" time_coverage_end: 2019-05-21T02:34:32Z"
]
},
"execution_count": 28,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Open a file with xarray\n",
"filename = aodn[0]\n",
"print(filename)\n",
"\n",
"fileobj = fs.open(filename)\n",
"ds = xr.open_dataset(fileobj)\n",
"ds"
]
},
{
"cell_type": "code",
"execution_count": 32,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[<matplotlib.lines.Line2D at 0x7f4a70de6890>]"
]
},
"execution_count": 32,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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\n",
"text/plain": [
"<Figure size 720x432 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Plot the depth vs time\n",
"\n",
"plt.figure(figsize=(10,6))\n",
"plt.plot(ds['TIME'], ds['DEPTH'],'.',ms=0.4)"
]
},
{
"cell_type": "code",
"execution_count": 33,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 720x432 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# PLot the position\n",
"\n",
"plt.figure(figsize=(10,6))\n",
"plt.plot(ds['LONGITUDE'], ds['LATITUDE'],'-')\n",
"plt.gca().set_aspect('equal')\n"
]
},
{
"cell_type": "code",
"execution_count": 49,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.colorbar.Colorbar at 0x7f4a183efcd0>"
]
},
"execution_count": 49,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 720x432 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(10,6))\n",
"plt.scatter(ds['TIME'][::50],ds['DEPTH'][::50], s=1, c=ds['TEMP'][::50])\n",
"plt.xticks(rotation=19)\n",
"plt.gca().invert_yaxis()\n",
"plt.colorbar()"
]
},
{
"cell_type": "code",
"execution_count": 48,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.colorbar.Colorbar at 0x7f4a184a9890>"
]
},
"execution_count": 48,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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