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Created August 16, 2018 04:04
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"collapsed": true
},
"source": [
"# OGC Catalog Service for the Web (CSW) <br> to find Pangeo datasets\n",
"\n",
"Proof of concept by Andrew Pawloski (Element84) and Rich Signell (USGS) <br>\n",
"Pangeo Developer Workshop Code Sprint, August 15, 2018"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"ExecuteTime": {
"end_time": "2017-05-12T10:32:22.023749",
"start_time": "2017-05-12T10:32:21.641099"
}
},
"outputs": [],
"source": [
"from owslib.csw import CatalogueServiceWeb\n",
"from owslib import fes\n",
"from pprint import pprint\n",
"import gcsfs\n",
"import xarray as xr"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"from ioos_tools.ioos import service_urls, get_csw_records"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"ExecuteTime": {
"end_time": "2017-05-12T10:32:22.187026",
"start_time": "2017-05-12T10:32:22.025752"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"2.0.2\n"
]
}
],
"source": [
"#endpoint = 'http://catalog.data.gov/csw' # Data.gov CSW\n",
"#endpoint = 'https://data.gov.uk/csw' # Data.gov.uk CSW\n",
"#endpoint = 'https://data.ioos.us/csw' # IOOS CSW\n",
"\n",
"#endpoint = 'https://catalog.pangeo.io/csw' # Pangeo CSW (doesn't exist yet)\n",
"endpoint = 'https://gamone.whoi.edu/csw' # Rich Signell's CSW\n",
"\n",
"csw = CatalogueServiceWeb(endpoint,timeout=60)\n",
"print(csw.version)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### What type of ServiceTypes is the endpoint supposed to support?"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"ExecuteTime": {
"end_time": "2017-05-12T10:32:22.490541",
"start_time": "2017-05-12T10:32:22.189029"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[None,\n",
" 'Google GCS,Open Geospatial Consortium Web Map Service (WMS),Open Geospatial '\n",
" 'Consortium Sensor Observation Service (SOS),THREDDS NetCDF Subset '\n",
" 'Service,THREDDS HTTP Service',\n",
" 'OGC:WMS,OGC:WCS',\n",
" 'OPeNDAP:OPeNDAP',\n",
" 'THREDDS OPeNDAP',\n",
" 'THREDDS OPeNDAP,Open Geospatial Consortium Web Map Service (WMS),THREDDS '\n",
" 'NetCDF Subset Service',\n",
" 'THREDDS OPeNDAP,Open Geospatial Consortium Web Map Service (WMS),THREDDS '\n",
" 'NetCDF Subset Service,THREDDS HTTP Service']\n"
]
}
],
"source": [
"try:\n",
" csw.get_operation_by_name('GetDomain')\n",
" csw.getdomain('apiso:ServiceType', 'property')\n",
" pprint(csw.results['values'])\n",
"except:\n",
" print('GetDomain not supported')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### First we search for datasets associated with the \"CMG_Portal\" project (not Pangeo)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"ExecuteTime": {
"end_time": "2017-05-12T10:32:23.409100",
"start_time": "2017-05-12T10:32:23.192733"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"17\n",
"title:USGS Barnegat Bay Model for Hurricane Sandy : run076\n",
"identifier:gov.usgs.cmg:USGS_BBLEH_SANDY_076\n",
"modified:2018-08-15\n",
"[{'scheme': 'WWW:LINK',\n",
" 'url': 'https://gamone.whoi.edu/thredds/dodsC/sand/usgs/users/zdefne/run076/00_dir_roms.ncml.html'},\n",
" {'scheme': 'WWW:LINK',\n",
" 'url': 'http://www.ncdc.noaa.gov/oa/wct/wct-jnlp-beta.php?singlefile=https://gamone.whoi.edu/thredds/dodsC/sand/usgs/users/zdefne/run076/00_dir_roms.ncml'},\n",
" {'scheme': 'OPeNDAP:OPeNDAP',\n",
" 'url': 'https://gamone.whoi.edu/thredds/dodsC/sand/usgs/users/zdefne/run076/00_dir_roms.ncml'},\n",
" {'scheme': 'OGC:WMS',\n",
" 'url': 'https://gamone.whoi.edu/thredds/wms/sand/usgs/users/zdefne/run076/00_dir_roms.ncml?service=WMS&version=1.3.0&request=GetCapabilities'},\n",
" {'scheme': 'UNIDATA:NCSS',\n",
" 'url': 'https://gamone.whoi.edu/thredds/ncss/grid/sand/usgs/users/zdefne/run076/00_dir_roms.ncml/dataset.html'},\n",
" {'scheme': 'file',\n",
" 'url': 'https://gamone.whoi.edu/thredds/fileServer/sand/usgs/users/zdefne/run076/00_dir_roms.ncml'}]\n",
" \n",
"title:USGS Barnegat Bay Model for non-Sandy conditions: run076ns\n",
"identifier:gov.usgs.cmg:USGS_BBLEH_SANDY_076NS\n",
"modified:2018-08-15\n",
"[{'scheme': 'WWW:LINK',\n",
" 'url': 'https://gamone.whoi.edu/thredds/dodsC/sand/usgs/users/zdefne/run076ns/00_dir_roms.ncml.html'},\n",
" {'scheme': 'WWW:LINK',\n",
" 'url': 'http://www.ncdc.noaa.gov/oa/wct/wct-jnlp-beta.php?singlefile=https://gamone.whoi.edu/thredds/dodsC/sand/usgs/users/zdefne/run076ns/00_dir_roms.ncml'},\n",
" {'scheme': 'OPeNDAP:OPeNDAP',\n",
" 'url': 'https://gamone.whoi.edu/thredds/dodsC/sand/usgs/users/zdefne/run076ns/00_dir_roms.ncml'},\n",
" {'scheme': 'OGC:WMS',\n",
" 'url': 'https://gamone.whoi.edu/thredds/wms/sand/usgs/users/zdefne/run076ns/00_dir_roms.ncml?service=WMS&version=1.3.0&request=GetCapabilities'},\n",
" {'scheme': 'UNIDATA:NCSS',\n",
" 'url': 'https://gamone.whoi.edu/thredds/ncss/grid/sand/usgs/users/zdefne/run076ns/00_dir_roms.ncml/dataset.html'},\n",
" {'scheme': 'file',\n",
" 'url': 'https://gamone.whoi.edu/thredds/fileServer/sand/usgs/users/zdefne/run076ns/00_dir_roms.ncml'}]\n",
" \n",
"title:USGS Chincoteague Bay Model for EPR\n",
"identifier:gov.usgs.cmg:USGS_COAWST_CHINCO_bedelevation\n",
"modified:2018-08-15\n",
"[{'scheme': 'WWW:LINK',\n",
" 'url': 'https://gamone.whoi.edu/thredds/dodsC/sand/usgs/users/nganju/portal_runs/chincoteague_bedelevation/00_dir.ncml.html'},\n",
" {'scheme': 'WWW:LINK',\n",
" 'url': 'http://www.ncdc.noaa.gov/oa/wct/wct-jnlp-beta.php?singlefile=https://gamone.whoi.edu/thredds/dodsC/sand/usgs/users/nganju/portal_runs/chincoteague_bedelevation/00_dir.ncml'},\n",
" {'scheme': 'OPeNDAP:OPeNDAP',\n",
" 'url': 'https://gamone.whoi.edu/thredds/dodsC/sand/usgs/users/nganju/portal_runs/chincoteague_bedelevation/00_dir.ncml'},\n",
" {'scheme': 'OGC:WMS',\n",
" 'url': 'https://gamone.whoi.edu/thredds/wms/sand/usgs/users/nganju/portal_runs/chincoteague_bedelevation/00_dir.ncml?service=WMS&version=1.3.0&request=GetCapabilities'},\n",
" {'scheme': 'UNIDATA:NCSS',\n",
" 'url': 'https://gamone.whoi.edu/thredds/ncss/grid/sand/usgs/users/nganju/portal_runs/chincoteague_bedelevation/00_dir.ncml/dataset.html'},\n",
" {'scheme': 'file',\n",
" 'url': 'https://gamone.whoi.edu/thredds/fileServer/sand/usgs/users/nganju/portal_runs/chincoteague_bedelevation/00_dir.ncml'}]\n",
" \n",
"title:USGS Chincoteague Bay Model for Hurricane Sandy\n",
"identifier:gov.usgs.cmg:USGS_COAWST_CHINCO_SANDY\n",
"modified:2018-08-15\n",
"[{'scheme': 'WWW:LINK',\n",
" 'url': 'https://gamone.whoi.edu/thredds/dodsC/sand/usgs/users/nganju/portal_runs/chinco_sandy/00_dir.ncml.html'},\n",
" {'scheme': 'WWW:LINK',\n",
" 'url': 'http://www.ncdc.noaa.gov/oa/wct/wct-jnlp-beta.php?singlefile=https://gamone.whoi.edu/thredds/dodsC/sand/usgs/users/nganju/portal_runs/chinco_sandy/00_dir.ncml'},\n",
" {'scheme': 'OPeNDAP:OPeNDAP',\n",
" 'url': 'https://gamone.whoi.edu/thredds/dodsC/sand/usgs/users/nganju/portal_runs/chinco_sandy/00_dir.ncml'},\n",
" {'scheme': 'OGC:WMS',\n",
" 'url': 'https://gamone.whoi.edu/thredds/wms/sand/usgs/users/nganju/portal_runs/chinco_sandy/00_dir.ncml?service=WMS&version=1.3.0&request=GetCapabilities'},\n",
" {'scheme': 'UNIDATA:NCSS',\n",
" 'url': 'https://gamone.whoi.edu/thredds/ncss/grid/sand/usgs/users/nganju/portal_runs/chinco_sandy/00_dir.ncml/dataset.html'},\n",
" {'scheme': 'file',\n",
" 'url': 'https://gamone.whoi.edu/thredds/fileServer/sand/usgs/users/nganju/portal_runs/chinco_sandy/00_dir.ncml'}]\n",
" \n",
"title:USGS-CMG-COAWST Model: Hurricane Sandy, NYB07 700m Nest\n",
"identifier:gov.usgs.cmg:USGS-CMG-COAWST-NYB07\n",
"modified:2018-08-15\n",
"[{'scheme': 'WWW:LINK',\n",
" 'url': 'https://gamone.whoi.edu/thredds/dodsC/sand/usgs/users/jcwarner/Sandy/triple_nest/00_dir_NYB07.ncml.html'},\n",
" {'scheme': 'WWW:LINK',\n",
" 'url': 'http://www.ncdc.noaa.gov/oa/wct/wct-jnlp-beta.php?singlefile=https://gamone.whoi.edu/thredds/dodsC/sand/usgs/users/jcwarner/Sandy/triple_nest/00_dir_NYB07.ncml'},\n",
" {'scheme': 'OPeNDAP:OPeNDAP',\n",
" 'url': 'https://gamone.whoi.edu/thredds/dodsC/sand/usgs/users/jcwarner/Sandy/triple_nest/00_dir_NYB07.ncml'},\n",
" {'scheme': 'OGC:WMS',\n",
" 'url': 'https://gamone.whoi.edu/thredds/wms/sand/usgs/users/jcwarner/Sandy/triple_nest/00_dir_NYB07.ncml?service=WMS&version=1.3.0&request=GetCapabilities'},\n",
" {'scheme': 'UNIDATA:NCSS',\n",
" 'url': 'https://gamone.whoi.edu/thredds/ncss/grid/sand/usgs/users/jcwarner/Sandy/triple_nest/00_dir_NYB07.ncml/dataset.html'},\n",
" {'scheme': 'file',\n",
" 'url': 'https://gamone.whoi.edu/thredds/fileServer/sand/usgs/users/jcwarner/Sandy/triple_nest/00_dir_NYB07.ncml'}]\n",
" \n",
"title:USGS-CMG-COAWST Model: Hurricane Sandy, SHF05 100m Nest\n",
"identifier:gov.usgs.cmg:USGS-CMG-COAWST-SHF05\n",
"modified:2018-08-15\n",
"[{'scheme': 'WWW:LINK',\n",
" 'url': 'https://gamone.whoi.edu/thredds/dodsC/sand/usgs/users/jcwarner/Sandy/triple_nest/00_dir_SHF05.ncml.html'},\n",
" {'scheme': 'WWW:LINK',\n",
" 'url': 'http://www.ncdc.noaa.gov/oa/wct/wct-jnlp-beta.php?singlefile=https://gamone.whoi.edu/thredds/dodsC/sand/usgs/users/jcwarner/Sandy/triple_nest/00_dir_SHF05.ncml'},\n",
" {'scheme': 'OPeNDAP:OPeNDAP',\n",
" 'url': 'https://gamone.whoi.edu/thredds/dodsC/sand/usgs/users/jcwarner/Sandy/triple_nest/00_dir_SHF05.ncml'},\n",
" {'scheme': 'OGC:WMS',\n",
" 'url': 'https://gamone.whoi.edu/thredds/wms/sand/usgs/users/jcwarner/Sandy/triple_nest/00_dir_SHF05.ncml?service=WMS&version=1.3.0&request=GetCapabilities'},\n",
" {'scheme': 'UNIDATA:NCSS',\n",
" 'url': 'https://gamone.whoi.edu/thredds/ncss/grid/sand/usgs/users/jcwarner/Sandy/triple_nest/00_dir_SHF05.ncml/dataset.html'},\n",
" {'scheme': 'file',\n",
" 'url': 'https://gamone.whoi.edu/thredds/fileServer/sand/usgs/users/jcwarner/Sandy/triple_nest/00_dir_SHF05.ncml'}]\n",
" \n",
"title:USGS-CMG-COAWST Model: Hurricane Sandy, USE31 5000m Nest\n",
"identifier:gov.usgs.cmg:USGS-CMG-COAWST-USE31\n",
"modified:2018-08-15\n",
"[{'scheme': 'WWW:LINK',\n",
" 'url': 'https://gamone.whoi.edu/thredds/dodsC/sand/usgs/users/jcwarner/Sandy/triple_nest/00_dir_USE31.ncml.html'},\n",
" {'scheme': 'WWW:LINK',\n",
" 'url': 'http://www.ncdc.noaa.gov/oa/wct/wct-jnlp-beta.php?singlefile=https://gamone.whoi.edu/thredds/dodsC/sand/usgs/users/jcwarner/Sandy/triple_nest/00_dir_USE31.ncml'},\n",
" {'scheme': 'OPeNDAP:OPeNDAP',\n",
" 'url': 'https://gamone.whoi.edu/thredds/dodsC/sand/usgs/users/jcwarner/Sandy/triple_nest/00_dir_USE31.ncml'},\n",
" {'scheme': 'OGC:WMS',\n",
" 'url': 'https://gamone.whoi.edu/thredds/wms/sand/usgs/users/jcwarner/Sandy/triple_nest/00_dir_USE31.ncml?service=WMS&version=1.3.0&request=GetCapabilities'},\n",
" {'scheme': 'UNIDATA:NCSS',\n",
" 'url': 'https://gamone.whoi.edu/thredds/ncss/grid/sand/usgs/users/jcwarner/Sandy/triple_nest/00_dir_USE31.ncml/dataset.html'},\n",
" {'scheme': 'file',\n",
" 'url': 'https://gamone.whoi.edu/thredds/fileServer/sand/usgs/users/jcwarner/Sandy/triple_nest/00_dir_USE31.ncml'}]\n",
" \n",
"title:2010: Delineation of Water Bodies in Emergent Wetlands in Coastal New Jersey\n",
"identifier:580e7704e4b0f497e794b928\n",
"modified:2016-11-03T16:50:32Z\n",
"[{'scheme': 'WWW:LINK-1.0-http--link',\n",
" 'url': 'https://www.sciencebase.gov/catalog/item/580e7704e4b0f497e794b928'},\n",
" {'scheme': 'WWW:LINK-1.0-http--link',\n",
" 'url': 'https://dx.doi.org/10.5066/F7M043J4'},\n",
" {'scheme': 'WWW:LINK-1.0-http--link',\n",
" 'url': 'https://www.sciencebase.gov/arcgis/rest/services/Catalog/580e7704e4b0f497e794b928/MapServer'},\n",
" {'scheme': 'WWW:LINK-1.0-http--link',\n",
" 'url': 'https://www.sciencebase.gov/arcgis/rest/services/Catalog/580e7704e4b0f497e794b928/MapServer/kml/mapImage.kmz'},\n",
" {'scheme': 'OGC:WMS',\n",
" 'url': 'https://www.sciencebase.gov/arcgis/services/Catalog/580e7704e4b0f497e794b928/MapServer/WMSServer?request=GetCapabilities&service=WMS'},\n",
" {'scheme': 'WWW:LINK-1.0-http--link',\n",
" 'url': 'https://www.sciencebase.gov/catalog/file/get/580e7704e4b0f497e794b928'}]\n",
" \n",
"title:COAWST Forecast System : USGS : US East Coast and Gulf of Mexico (Experimental)\n",
"identifier:gov.usgs.cmgp:COAWST.USEAST.Forecast\n",
"modified:2018-08-15\n",
"[{'scheme': 'WWW:LINK',\n",
" 'url': 'https://gamone.whoi.edu/thredds/dodsC/coawst_4/use/fmrc/coawst_4_use_best.ncd.html'},\n",
" {'scheme': 'WWW:LINK',\n",
" 'url': 'http://www.ncdc.noaa.gov/oa/wct/wct-jnlp-beta.php?singlefile=https://gamone.whoi.edu/thredds/dodsC/coawst_4/use/fmrc/coawst_4_use_best.ncd'},\n",
" {'scheme': 'OPeNDAP:OPeNDAP',\n",
" 'url': 'https://gamone.whoi.edu/thredds/dodsC/coawst_4/use/fmrc/coawst_4_use_best.ncd'},\n",
" {'scheme': 'OGC:WMS',\n",
" 'url': 'https://gamone.whoi.edu/thredds/wms/coawst_4/use/fmrc/coawst_4_use_best.ncd?service=WMS&version=1.3.0&request=GetCapabilities'},\n",
" {'scheme': 'UNIDATA:NCSS',\n",
" 'url': 'https://gamone.whoi.edu/thredds/ncss/grid/coawst_4/use/fmrc/coawst_4_use_best.ncd/dataset.html'}]\n",
" \n",
"title:COAWST Hindcast:Barnegat Bay:ADCIRC tides,Real rivers,Plume,Lowpass Espresso bdry,NAM,new bathy\n",
"identifier:gov.usgs.cmgp:COAWST.Barnegat_Bay.spring2012\n",
"modified:2018-08-15\n",
"[{'scheme': 'WWW:LINK',\n",
" 'url': 'https://gamone.whoi.edu/thredds/dodsC/sand/usgs/users/nganju/portal_runs/spring2012/00_dir_roms.ncml.html'},\n",
" {'scheme': 'WWW:LINK',\n",
" 'url': 'http://www.ncdc.noaa.gov/oa/wct/wct-jnlp-beta.php?singlefile=https://gamone.whoi.edu/thredds/dodsC/sand/usgs/users/nganju/portal_runs/spring2012/00_dir_roms.ncml'},\n",
" {'scheme': 'OPeNDAP:OPeNDAP',\n",
" 'url': 'https://gamone.whoi.edu/thredds/dodsC/sand/usgs/users/nganju/portal_runs/spring2012/00_dir_roms.ncml'},\n",
" {'scheme': 'OGC:WMS',\n",
" 'url': 'https://gamone.whoi.edu/thredds/wms/sand/usgs/users/nganju/portal_runs/spring2012/00_dir_roms.ncml?service=WMS&version=1.3.0&request=GetCapabilities'},\n",
" {'scheme': 'UNIDATA:NCSS',\n",
" 'url': 'https://gamone.whoi.edu/thredds/ncss/grid/sand/usgs/users/nganju/portal_runs/spring2012/00_dir_roms.ncml/dataset.html'},\n",
" {'scheme': 'file',\n",
" 'url': 'https://gamone.whoi.edu/thredds/fileServer/sand/usgs/users/nganju/portal_runs/spring2012/00_dir_roms.ncml'}]\n",
" \n",
"title:COAWST Hindcast:MVCO/CBlast 2007:ripples with SWAN-40m res\n",
"identifier:gov.usgs.cmgp:COAWST.MVCO.CBLAST.spatial_7_ar0fd\n",
"modified:2018-08-15\n",
"[{'scheme': 'WWW:LINK',\n",
" 'url': 'https://gamone.whoi.edu/thredds/dodsC/sand/usgs/users/nganju/portal_runs/mvco_ce/mvco_output/spatial_7_ar0fd/00_dir_roms.ncml.html'},\n",
" {'scheme': 'WWW:LINK',\n",
" 'url': 'http://www.ncdc.noaa.gov/oa/wct/wct-jnlp-beta.php?singlefile=https://gamone.whoi.edu/thredds/dodsC/sand/usgs/users/nganju/portal_runs/mvco_ce/mvco_output/spatial_7_ar0fd/00_dir_roms.ncml'},\n",
" {'scheme': 'OPeNDAP:OPeNDAP',\n",
" 'url': 'https://gamone.whoi.edu/thredds/dodsC/sand/usgs/users/nganju/portal_runs/mvco_ce/mvco_output/spatial_7_ar0fd/00_dir_roms.ncml'},\n",
" {'scheme': 'OGC:WMS',\n",
" 'url': 'https://gamone.whoi.edu/thredds/wms/sand/usgs/users/nganju/portal_runs/mvco_ce/mvco_output/spatial_7_ar0fd/00_dir_roms.ncml?service=WMS&version=1.3.0&request=GetCapabilities'},\n",
" {'scheme': 'UNIDATA:NCSS',\n",
" 'url': 'https://gamone.whoi.edu/thredds/ncss/grid/sand/usgs/users/nganju/portal_runs/mvco_ce/mvco_output/spatial_7_ar0fd/00_dir_roms.ncml/dataset.html'},\n",
" {'scheme': 'file',\n",
" 'url': 'https://gamone.whoi.edu/thredds/fileServer/sand/usgs/users/nganju/portal_runs/mvco_ce/mvco_output/spatial_7_ar0fd/00_dir_roms.ncml'}]\n",
" \n",
"title:Conceptual salt marsh units for wetland synthesis: Edwin B. Forsythe National Wildlife Refuge, New Jersey\n",
"identifier:57fe81fbe4b0824b2d148389\n",
"modified:2016-10-28T19:11:45Z\n",
"[{'scheme': 'WWW:LINK-1.0-http--link',\n",
" 'url': 'https://www.sciencebase.gov/catalog/item/57fe81fbe4b0824b2d148389'},\n",
" {'scheme': 'WWW:LINK-1.0-http--link',\n",
" 'url': 'https://www.sciencebase.gov/arcgis/rest/services/Catalog/57fe81fbe4b0824b2d148389/MapServer'},\n",
" {'scheme': 'WWW:LINK-1.0-http--link',\n",
" 'url': 'https://www.sciencebase.gov/arcgis/rest/services/Catalog/57fe81fbe4b0824b2d148389/MapServer/kml/mapImage.kmz'},\n",
" {'scheme': 'OGC:WMS',\n",
" 'url': 'https://www.sciencebase.gov/arcgis/services/Catalog/57fe81fbe4b0824b2d148389/MapServer/WMSServer?request=GetCapabilities&service=WMS'},\n",
" {'scheme': 'WWW:LINK-1.0-http--link',\n",
" 'url': 'https://www.sciencebase.gov/catalog/file/get/57fe81fbe4b0824b2d148389'}]\n",
" \n",
"title:Hurricane Sandy: 2013 NWI Data of Selected USFWS Wildlife Refuges along New Jersey and Long Island, New York.\n",
"identifier:5798c696e4b0589fa1c728a5\n",
"modified:2016-08-25T20:05:38Z\n",
"[{'scheme': 'WWW:LINK-1.0-http--link',\n",
" 'url': 'https://www.sciencebase.gov/catalog/item/5798c696e4b0589fa1c728a5'},\n",
" {'scheme': 'WWW:LINK-1.0-http--link',\n",
" 'url': 'https://www.sciencebase.gov/arcgis/rest/services/Catalog/5798c696e4b0589fa1c728a5/MapServer'},\n",
" {'scheme': 'OGC:WMS',\n",
" 'url': 'https://www.sciencebase.gov/arcgis/services/Catalog/5798c696e4b0589fa1c728a5/MapServer/WMSServer?request=GetCapabilities&service=WMS'},\n",
" {'scheme': 'WWW:LINK-1.0-http--link',\n",
" 'url': 'https://www.sciencebase.gov/catalog/file/get/5798c696e4b0589fa1c728a5'}]\n",
" \n",
"title:Marsh Condition Change Map (Radar and optical mapping of surge persistence and marsh dieback along the New Jersey Mid-Atlantic coast after Hurricane Sandy, April 2016)\n",
"identifier:57f2aa95e4b0bc0bec001f03\n",
"modified:2016-10-11T15:03:16Z\n",
"[{'scheme': 'WWW:LINK-1.0-http--link',\n",
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" {'scheme': 'OGC:WCS',\n",
" 'url': 'https://www.sciencebase.gov/catalogMaps/mapping/ows/57f2aa95e4b0bc0bec001f03?service=wcs&request=getcapabilities&version=1.0.0'},\n",
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" 'url': 'https://www.sciencebase.gov/catalog/file/get/57f2aa95e4b0bc0bec001f03'},\n",
" {'scheme': 'None',\n",
" 'url': 'https://www.sciencebase.gov/catalogMaps/mapping/ows/57f2aa95e4b0bc0bec001f03?version=1.3.0&service=wms&request=GetCapabilities'},\n",
" {'scheme': 'None',\n",
" 'url': 'https://www.sciencebase.gov/catalogMaps/mapping/ows/57f2aa95e4b0bc0bec001f03?version=1.3.0&service=wms&request=GetMap'},\n",
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" 'url': 'https://www.sciencebase.gov/catalogMaps/mapping/ows/57f2aa95e4b0bc0bec001f03?version=1.1.0&service=wcs&request=GetCapabilities'},\n",
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" 'url': 'https://www.sciencebase.gov/catalogMaps/mapping/ows/57f2aa95e4b0bc0bec001f03?version=1.1.0&service=wcs&request=DescribeCoverage'},\n",
" {'scheme': 'None',\n",
" 'url': 'https://www.sciencebase.gov/catalogMaps/mapping/ows/57f2aa95e4b0bc0bec001f03?version=1.1.0&service=wcs&request=GetCoverage'}]\n",
" \n",
"title:Mean tidal range in salt marsh units of Edwin B. Forsythe National Wildlife Refuge, New Jersey (polygon shapefile)\n",
"identifier:58209e55e4b080404e6fa97d\n",
"modified:2016-11-07T18:18:08Z\n",
"[{'scheme': 'WWW:LINK-1.0-http--link',\n",
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" {'scheme': 'WWW:LINK-1.0-http--link',\n",
" 'url': 'https://www.sciencebase.gov/arcgis/rest/services/Catalog/58209e55e4b080404e6fa97d/MapServer'},\n",
" {'scheme': 'WWW:LINK-1.0-http--link',\n",
" 'url': 'https://www.sciencebase.gov/arcgis/rest/services/Catalog/58209e55e4b080404e6fa97d/MapServer/kml/mapImage.kmz'},\n",
" {'scheme': 'OGC:WMS',\n",
" 'url': 'https://www.sciencebase.gov/arcgis/services/Catalog/58209e55e4b080404e6fa97d/MapServer/WMSServer?request=GetCapabilities&service=WMS'},\n",
" {'scheme': 'WWW:LINK-1.0-http--link',\n",
" 'url': 'https://www.sciencebase.gov/catalog/file/get/58209e55e4b080404e6fa97d'}]\n",
" \n",
"title:Shoreline change rates in salt marsh units in Edwin B. Forsythe National Wildlife Refuge, New Jersey\n",
"identifier:59a427efe4b077f005673271\n",
"modified:2018-01-11T17:39:17Z\n",
"[{'scheme': 'WWW:LINK-1.0-http--link',\n",
" 'url': 'https://www.sciencebase.gov/catalog/item/59a427efe4b077f005673271'},\n",
" {'scheme': '2010', 'url': 'http://r-forge.r-project.org/projects/ambur/'},\n",
" {'scheme': 'WWW:LINK-1.0-http--link',\n",
" 'url': 'https://www.sciencebase.gov/arcgis/rest/services/Catalog/59a427efe4b077f005673271/MapServer'},\n",
" {'scheme': 'WWW:LINK-1.0-http--link',\n",
" 'url': 'https://www.sciencebase.gov/arcgis/rest/services/Catalog/59a427efe4b077f005673271/MapServer/kml/mapImage.kmz'},\n",
" {'scheme': 'OGC:WMS',\n",
" 'url': 'https://www.sciencebase.gov/arcgis/services/Catalog/59a427efe4b077f005673271/MapServer/WMSServer?request=GetCapabilities&service=WMS'},\n",
" {'scheme': 'WWW:LINK-1.0-http--link',\n",
" 'url': 'https://www.sciencebase.gov/catalog/file/get/59a427efe4b077f005673271'}]\n",
" \n",
"title:USGS Barnegat Bay Hydrodynamic Model for March-September 2012\n",
"identifier:gov.usgs.cmgp.whsc:USGS_BBLEH_RUN071TRX\n",
"modified:2018-08-15\n",
"[{'scheme': 'WWW:LINK',\n",
" 'url': 'https://gamone.whoi.edu/thredds/dodsC/sand/usgs/Projects/BBLEH/run071tRX/00_dir_roms.ncml.html'},\n",
" {'scheme': 'WWW:LINK',\n",
" 'url': 'http://www.ncdc.noaa.gov/oa/wct/wct-jnlp-beta.php?singlefile=https://gamone.whoi.edu/thredds/dodsC/sand/usgs/Projects/BBLEH/run071tRX/00_dir_roms.ncml'},\n",
" {'scheme': 'OPeNDAP:OPeNDAP',\n",
" 'url': 'https://gamone.whoi.edu/thredds/dodsC/sand/usgs/Projects/BBLEH/run071tRX/00_dir_roms.ncml'},\n",
" {'scheme': 'OGC:WMS',\n",
" 'url': 'https://gamone.whoi.edu/thredds/wms/sand/usgs/Projects/BBLEH/run071tRX/00_dir_roms.ncml?service=WMS&version=1.3.0&request=GetCapabilities'},\n",
" {'scheme': 'UNIDATA:NCSS',\n",
" 'url': 'https://gamone.whoi.edu/thredds/ncss/grid/sand/usgs/Projects/BBLEH/run071tRX/00_dir_roms.ncml/dataset.html'},\n",
" {'scheme': 'file',\n",
" 'url': 'https://gamone.whoi.edu/thredds/fileServer/sand/usgs/Projects/BBLEH/run071tRX/00_dir_roms.ncml'}]\n",
" \n"
]
}
],
"source": [
"val = 'CMG_Portal'\n",
"filter1 = fes.PropertyIsLike(propertyname='apiso:AnyText',literal=('*%s*' % val),\n",
" escapeChar='\\\\',wildCard='*',singleChar='?')\n",
"\n",
"filter_list = [filter1]\n",
"\n",
"get_csw_records(csw, filter_list, maxrecords=1000)\n",
"#csw.getrecords2(constraints=filter_list, maxrecords=1000)\n",
"print(len(csw.records.keys()))\n",
"for rec in list(csw.records.keys()):\n",
" print('title:'+csw.records[rec].title) \n",
" print('identifier:'+csw.records[rec].identifier)\n",
" print('modified:'+csw.records[rec].modified)\n",
" pprint(csw.records[rec].references)\n",
" print(' ')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Now let's look for \"Pangeo\" project datasets"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"ExecuteTime": {
"end_time": "2017-05-12T10:32:23.409100",
"start_time": "2017-05-12T10:32:23.192733"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"1\n",
"title:DT merged all satellites Global Ocean Gridded SSALTO/DUACS Sea Surface Height L4 product and derived variables\n",
"identifier:usgs/data2/rsignell/data/ssh.nc\n",
"modified:2018-08-15\n",
"[{'scheme': 'WWW:LINK',\n",
" 'url': 'http://gamone.whoi.edu/thredds/dodsC/usgs/data2/rsignell/data/ssh.nc.html'},\n",
" {'scheme': 'WWW:LINK',\n",
" 'url': 'http://www.ncdc.noaa.gov/oa/wct/wct-jnlp-beta.php?singlefile=http://gamone.whoi.edu/thredds/dodsC/usgs/data2/rsignell/data/ssh.nc'},\n",
" {'scheme': 'Google:GCP:GCS',\n",
" 'url': 'gcs://pangeo-data/dataset-duacs-rep-global-merged-allsat-phy-l4-v3-alt'},\n",
" {'scheme': 'OGC:WMS',\n",
" 'url': 'http://gamone.whoi.edu/thredds/wms/usgs/data2/rsignell/data/ssh.nc?service=WMS&version=1.3.0&request=GetCapabilities'},\n",
" {'scheme': 'OGC:SOS',\n",
" 'url': 'http://gamone.whoi.edu/thredds/sos/usgs/data2/rsignell/data/ssh.nc?service=SOS&version=1.0.0&request=GetCapabilities'},\n",
" {'scheme': 'UNIDATA:NCSS',\n",
" 'url': 'http://gamone.whoi.edu/thredds/ncss/usgs/data2/rsignell/data/ssh.nc/dataset.html'},\n",
" {'scheme': 'file',\n",
" 'url': 'http://gamone.whoi.edu/thredds/fileServer/usgs/data2/rsignell/data/ssh.nc'}]\n",
" \n"
]
}
],
"source": [
"val = 'Pangeo'\n",
"filter1 = fes.PropertyIsLike(propertyname='apiso:AnyText',literal=('*%s*' % val),\n",
" escapeChar='\\\\',wildCard='*',singleChar='?')\n",
"\n",
"filter_list = [filter1]\n",
"\n",
"get_csw_records(csw, filter_list, maxrecords=1000)\n",
"#csw.getrecords2(constraints=filter_list, maxrecords=1000)\n",
"print(len(csw.records.keys()))\n",
"for rec in list(csw.records.keys()):\n",
" print('title:'+csw.records[rec].title) \n",
" print('identifier:'+csw.records[rec].identifier)\n",
" print('modified:'+csw.records[rec].modified)\n",
" pprint(csw.records[rec].references)\n",
" print(' ')"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"GCS = service_urls(csw.records, identifier='Google:GCP:GCS')"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"['gcs://pangeo-data/dataset-duacs-rep-global-merged-allsat-phy-l4-v3-alt']"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"GCS"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
"bucket = GCS[0].split('//')[-1]"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<xarray.Dataset>\n",
"Dimensions: (latitude: 720, longitude: 1440, nv: 2, time: 8901)\n",
"Coordinates:\n",
" crs int32 ...\n",
" lat_bnds (time, latitude, nv) float32 dask.array<shape=(8901, 720, 2), chunksize=(5, 720, 2)>\n",
" * latitude (latitude) float32 -89.875 -89.625 -89.375 -89.125 -88.875 ...\n",
" lon_bnds (longitude, nv) float32 dask.array<shape=(1440, 2), chunksize=(1440, 2)>\n",
" * longitude (longitude) float32 0.125 0.375 0.625 0.875 1.125 1.375 1.625 ...\n",
" * nv (nv) int32 0 1\n",
" * time (time) datetime64[ns] 1993-01-01 1993-01-02 1993-01-03 ...\n",
"Data variables:\n",
" adt (time, latitude, longitude) float64 dask.array<shape=(8901, 720, 1440), chunksize=(5, 720, 1440)>\n",
" err (time, latitude, longitude) float64 dask.array<shape=(8901, 720, 1440), chunksize=(5, 720, 1440)>\n",
" sla (time, latitude, longitude) float64 dask.array<shape=(8901, 720, 1440), chunksize=(5, 720, 1440)>\n",
" ugos (time, latitude, longitude) float64 dask.array<shape=(8901, 720, 1440), chunksize=(5, 720, 1440)>\n",
" ugosa (time, latitude, longitude) float64 dask.array<shape=(8901, 720, 1440), chunksize=(5, 720, 1440)>\n",
" vgos (time, latitude, longitude) float64 dask.array<shape=(8901, 720, 1440), chunksize=(5, 720, 1440)>\n",
" vgosa (time, latitude, longitude) float64 dask.array<shape=(8901, 720, 1440), chunksize=(5, 720, 1440)>\n",
"Attributes:\n",
" Conventions: CF-1.6\n",
" Metadata_Conventions: Unidata Dataset Discovery v1.0\n",
" cdm_data_type: Grid\n",
" comment: Sea Surface Height measured by Altimetry...\n",
" contact: servicedesk.cmems@mercator-ocean.eu\n",
" creator_email: servicedesk.cmems@mercator-ocean.eu\n",
" creator_name: CMEMS - Sea Level Thematic Assembly Center\n",
" creator_url: http://marine.copernicus.eu\n",
" date_created: 2014-02-26T16:09:13Z\n",
" date_issued: 2014-01-06T00:00:00Z\n",
" date_modified: 2015-11-10T19:42:51Z\n",
" geospatial_lat_max: 89.875\n",
" geospatial_lat_min: -89.875\n",
" geospatial_lat_resolution: 0.25\n",
" geospatial_lat_units: degrees_north\n",
" geospatial_lon_max: 359.875\n",
" geospatial_lon_min: 0.125\n",
" geospatial_lon_resolution: 0.25\n",
" geospatial_lon_units: degrees_east\n",
" geospatial_vertical_max: 0.0\n",
" geospatial_vertical_min: 0.0\n",
" geospatial_vertical_positive: down\n",
" geospatial_vertical_resolution: point\n",
" geospatial_vertical_units: m\n",
" history: 2014-02-26T16:09:13Z: created by DUACS D...\n",
" institution: CLS, CNES\n",
" keywords: Oceans > Ocean Topography > Sea Surface ...\n",
" keywords_vocabulary: NetCDF COARDS Climate and Forecast Stand...\n",
" license: http://marine.copernicus.eu/web/27-servi...\n",
" platform: ERS-1, Topex/Poseidon\n",
" processing_level: L4\n",
" product_version: 5.0\n",
" project: COPERNICUS MARINE ENVIRONMENT MONITORING...\n",
" references: http://marine.copernicus.eu\n",
" source: Altimetry measurements\n",
" ssalto_duacs_comment: The reference mission used for the altim...\n",
" standard_name_vocabulary: NetCDF Climate and Forecast (CF) Metadat...\n",
" summary: SSALTO/DUACS Delayed-Time Level-4 sea su...\n",
" time_coverage_duration: P1D\n",
" time_coverage_end: 1993-01-01T12:00:00Z\n",
" time_coverage_resolution: P1D\n",
" time_coverage_start: 1992-12-31T12:00:00Z\n",
" title: DT merged all satellites Global Ocean Gr..."
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"gcsmap = gcsfs.mapping.GCSMap(bucket)\n",
"ds = xr.open_zarr(gcsmap)\n",
"ds"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
"%matplotlib inline"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<xarray.DataArray 'adt' (time: 8901, latitude: 720, longitude: 1440)>\n",
"dask.array<shape=(8901, 720, 1440), dtype=float64, chunksize=(5, 720, 1440)>\n",
"Coordinates:\n",
" crs int32 ...\n",
" * latitude (latitude) float32 -89.875 -89.625 -89.375 -89.125 -88.875 ...\n",
" * longitude (longitude) float32 0.125 0.375 0.625 0.875 1.125 1.375 1.625 ...\n",
" * time (time) datetime64[ns] 1993-01-01 1993-01-02 1993-01-03 ...\n",
"Attributes:\n",
" comment: The absolute dynamic topography is the sea surface height...\n",
" grid_mapping: crs\n",
" long_name: Absolute dynamic topography\n",
" standard_name: sea_surface_height_above_geoid\n",
" units: m"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ds['adt']"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 864x576 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ds['adt'].isel(time=0).plot(figsize=(12,8));"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"_draft": {
"nbviewer_url": "https://gist.github.com/1cd61b798baefa8208acae7273c70b04"
},
"gist": {
"data": {
"description": "notebook/CSW/CMG_Portal.ipynb",
"public": true
},
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