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cordex-forge-dev

Development of a CORDEX recipe for pange-forge.

⚠️ Development has been moved to pangeo-forge-esgf.

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CORDEX search API result

Let's compare CMIP6 search results from esgf API with CORDEX search result, they actually only differ in their search facets. In general, I should be able to adapt @jbusecke 's CMIP6 recipes

CMIP6

https://esgf-data.dkrz.de/esg-search/search/?offset=0&limit=10&type=File&replica=false&latest=true&mip_era=CMIP6&activity_id=CMIP&source_id=MPI-ESM1-2-LR&experiment_id=historical&variant_label=r1i1p1f1&table_id=Amon&variable_id=tas&activity_id!=input4MIPs&facets=mip_era%2Cactivity_id%2Cproduct%2Csource_id%2Cinstitution_id%2Csource_type%2Cnominal_resolution%2Cexperiment_id%2Csub_experiment_id%2Cvariant_label%2Cgrid_label%2Ctable_id%2Cfrequency%2Crealm%2Cvariable_id%2Ccf_standard_name%2Cdata_node&format=application%2Fsolr%2Bjson

  "response":{"numFound":9,"start":0,"maxScore":1.0,"docs":[
      {
        "id":"CMIP6.CMIP.MPI-M.MPI-ESM1-2-LR.historical.r1i1p1f1.Amon.tas.gn.v20190710.tas_Amon_MPI-ESM1-2-LR_historical_r1i1p1f1_gn_185001-186912.nc|esgf3.dkrz.de",
        "version":"1",
        "activity_drs":["CMIP"],
        "activity_id":["CMIP"],
        "cf_standard_name":["air_temperature"],
        "checksum":["44b9ee9e68daceb1f50e9680dcfb7744f0e272d73c5e18ce2fcd4982d4c1c719"],
        "checksum_type":["SHA256"],
        "citation_url":["http://cera-www.dkrz.de/WDCC/meta/CMIP6/CMIP6.CMIP.MPI-M.MPI-ESM1-2-LR.historical.r1i1p1f1.Amon.tas.gn.v20190710.json"],
        "data_node":"esgf3.dkrz.de",
        "data_specs_version":["01.00.30"],
        "dataset_id":"CMIP6.CMIP.MPI-M.MPI-ESM1-2-LR.historical.r1i1p1f1.Amon.tas.gn.v20190710|esgf3.dkrz.de",
        "dataset_id_template_":["%(mip_era)s.%(activity_drs)s.%(institution_id)s.%(source_id)s.%(experiment_id)s.%(member_id)s.%(table_id)s.%(variable_id)s.%(grid_label)s"],
        "directory_format_template_":["%(root)s/%(mip_era)s/%(activity_drs)s/%(institution_id)s/%(source_id)s/%(experiment_id)s/%(member_id)s/%(table_id)s/%(variable_id)s/%(grid_label)s/%(version)s"],
        "experiment_id":["historical"],
        "experiment_title":["all-forcing simulation of the recent past"],
        "frequency":["mon"],
        "further_info_url":["https://furtherinfo.es-doc.org/CMIP6.MPI-M.MPI-ESM1-2-LR.historical.none.r1i1p1f1"],
        "grid":["gn"],
        "grid_label":["gn"],
        "index_node":"esgf-data.dkrz.de",
        "instance_id":"CMIP6.CMIP.MPI-M.MPI-ESM1-2-LR.historical.r1i1p1f1.Amon.tas.gn.v20190710.tas_Amon_MPI-ESM1-2-LR_historical_r1i1p1f1_gn_185001-186912.nc",
        "institution_id":["MPI-M"],
        "latest":true,
        "master_id":"CMIP6.CMIP.MPI-M.MPI-ESM1-2-LR.historical.r1i1p1f1.Amon.tas.gn.tas_Amon_MPI-ESM1-2-LR_historical_r1i1p1f1_gn_185001-186912.nc",
        "member_id":["r1i1p1f1"],
        "mip_era":["CMIP6"],
        "model_cohort":["Registered"],
        "nominal_resolution":["250 km"],
        "pid":["hdl:21.14100/d89ca37d-3ecb-303d-91ec-565246870ac2"],
        "product":["model-output"],
        "project":["CMIP6"],
        "realm":["atmos"],
        "replica":false,
        "size":8040199,
        "source_id":["MPI-ESM1-2-LR"],
        "source_type":["AOGCM"],
        "sub_experiment_id":["none"],
        "table_id":["Amon"],
        "timestamp":"2019-09-11T17:12:47Z",
        "title":"tas_Amon_MPI-ESM1-2-LR_historical_r1i1p1f1_gn_185001-186912.nc",
        "tracking_id":["hdl:21.14100/6b679cba-17b8-45eb-90dc-23d170c1998c"],
        "type":"File",
        "url":["http://esgf3.dkrz.de/thredds/fileServer/cmip6/CMIP/MPI-M/MPI-ESM1-2-LR/historical/r1i1p1f1/Amon/tas/gn/v20190710/tas_Amon_MPI-ESM1-2-LR_historical_r1i1p1f1_gn_185001-186912.nc|application/netcdf|HTTPServer",
          "gsiftp://esgf3.dkrz.de:2811//cmip6/CMIP/MPI-M/MPI-ESM1-2-LR/historical/r1i1p1f1/Amon/tas/gn/v20190710/tas_Amon_MPI-ESM1-2-LR_historical_r1i1p1f1_gn_185001-186912.nc|application/gridftp|GridFTP",
          "http://esgf3.dkrz.de/thredds/dodsC/cmip6/CMIP/MPI-M/MPI-ESM1-2-LR/historical/r1i1p1f1/Amon/tas/gn/v20190710/tas_Amon_MPI-ESM1-2-LR_historical_r1i1p1f1_gn_185001-186912.nc.html|application/opendap-html|OPENDAP",
          "globus:4981cd16-d651-11e6-9ccd-22000a1e3b52/cmip6/CMIP/MPI-M/MPI-ESM1-2-LR/historical/r1i1p1f1/Amon/tas/gn/v20190710/tas_Amon_MPI-ESM1-2-LR_historical_r1i1p1f1_gn_185001-186912.nc|Globus|Globus"],
        "variable":["tas"],
        "variable_id":["tas"],
        "variable_long_name":["Near-Surface Air Temperature"],
        "variable_units":["K"],
        "variant_label":["r1i1p1f1"],
        "_version_":1652708347918417920,
        "retracted":false,
        "_timestamp":"2019-12-12T10:11:43.920Z",
        "score":1.0},
      {

CORDEX

https://esgf-data.dkrz.de/esg-search/search/?offset=0&limit=10&type=File&replica=false&latest=true&project=CORDEX&product=output&domain=EUR-11&driving_model=ECMWF-ERAINT&ensemble=r1i1p1&rcm_name=REMO2015&time_frequency=mon&variable=tas&facets=rcm_name%2Cproject%2Cproduct%2Cdomain%2Cinstitute%2Cdriving_model%2Cexperiment%2Cexperiment_family%2Censemble%2Crcm_version%2Ctime_frequency%2Cvariable%2Cvariable_long_name%2Ccf_standard_name%2Cdata_node&format=application%2Fsolr%2Bjson

"response":{"numFound":5,"start":0,"maxScore":1.0,"docs":[
      {
        "id":"cordex.output.EUR-11.GERICS.ECMWF-ERAINT.evaluation.r1i1p1.REMO2015.v1.mon.tas.v20180813.tas_EUR-11_ECMWF-ERAINT_evaluation_r1i1p1_GERICS-REMO2015_v1_mon_197902-198012.nc|esgf1.dkrz.de",
        "version":"1",
        "cf_standard_name":["air_temperature"],
        "checksum":["075c373980551a5171009c98411b8acdc9e28f2e0436fe5152e664821f1ed91a"],
        "checksum_type":["SHA256"],
        "data_node":"esgf1.dkrz.de",
        "dataset_id":"cordex.output.EUR-11.GERICS.ECMWF-ERAINT.evaluation.r1i1p1.REMO2015.v1.mon.tas.v20180813|esgf1.dkrz.de",
        "dataset_id_template_":["cordex.%(product)s.%(domain)s.%(institute)s.%(driving_model)s.%(experiment)s.%(ensemble)s.%(rcm_name)s.%(rcm_version)s.%(time_frequency)s.%(variable)s"],
        "directory_format_template_":["%(root)s/%(project)s/%(product)s/%(domain)s/%(institute)s/%(driving_model)s/%(experiment)s/%(ensemble)s/%(rcm_model)s/%(rcm_version)s/%(time_frequency)s/%(variable)s/%(version)s"],
        "domain":["EUR-11"],
        "driving_model":["ECMWF-ERAINT"],
        "ensemble":["r1i1p1"],
        "experiment":["evaluation"],
        "experiment_family":["All"],
        "index_node":"esgf-data.dkrz.de",
        "instance_id":"cordex.output.EUR-11.GERICS.ECMWF-ERAINT.evaluation.r1i1p1.REMO2015.v1.mon.tas.v20180813.tas_EUR-11_ECMWF-ERAINT_evaluation_r1i1p1_GERICS-REMO2015_v1_mon_197902-198012.nc",
        "institute":["GERICS"],
        "latest":true,
        "master_id":"cordex.output.EUR-11.GERICS.ECMWF-ERAINT.evaluation.r1i1p1.REMO2015.v1.mon.tas.tas_EUR-11_ECMWF-ERAINT_evaluation_r1i1p1_GERICS-REMO2015_v1_mon_197902-198012.nc",
        "metadata_format":"THREDDS",
        "product":["output"],
        "project":["CORDEX"],
        "rcm_name":["REMO2015"],
        "rcm_version":["v1"],
        "replica":false,
        "size":11894008,
        "time_frequency":["mon"],
        "timestamp":"2018-06-15T15:20:55Z",
        "title":"tas_EUR-11_ECMWF-ERAINT_evaluation_r1i1p1_GERICS-REMO2015_v1_mon_197902-198012.nc",
        "tracking_id":["07c8a6b9-424a-4867-815c-5fbce2675d0b"],
        "type":"File",
        "url":["http://esgf1.dkrz.de/thredds/fileServer/cordex/cordex/output/EUR-11/GERICS/ECMWF-ERAINT/evaluation/r1i1p1/GERICS-REMO2015/v1/mon/tas/v20180813/tas_EUR-11_ECMWF-ERAINT_evaluation_r1i1p1_GERICS-REMO2015_v1_mon_197902-198012.nc|application/netcdf|HTTPServer",
          "gsiftp://esgf1.dkrz.de:2811//cordex/cordex/output/EUR-11/GERICS/ECMWF-ERAINT/evaluation/r1i1p1/GERICS-REMO2015/v1/mon/tas/v20180813/tas_EUR-11_ECMWF-ERAINT_evaluation_r1i1p1_GERICS-REMO2015_v1_mon_197902-198012.nc|application/gridftp|GridFTP",
          "http://esgf1.dkrz.de/thredds/dodsC/cordex/cordex/output/EUR-11/GERICS/ECMWF-ERAINT/evaluation/r1i1p1/GERICS-REMO2015/v1/mon/tas/v20180813/tas_EUR-11_ECMWF-ERAINT_evaluation_r1i1p1_GERICS-REMO2015_v1_mon_197902-198012.nc.html|application/opendap-html|OPENDAP",
          "globus:47de200e-a4bb-11e5-99be-22000b96db58/cordex/cordex/output/EUR-11/GERICS/ECMWF-ERAINT/evaluation/r1i1p1/GERICS-REMO2015/v1/mon/tas/v20180813/tas_EUR-11_ECMWF-ERAINT_evaluation_r1i1p1_GERICS-REMO2015_v1_mon_197902-198012.nc|Globus|Globus"],
        "variable":["tas"],
        "variable_long_name":["Near-Surface Air Temperature"],
        "variable_units":["K"],
        "_version_":1608666284772294656,
        "retracted":false,
        "_timestamp":"2018-08-13T07:01:59.456Z",
        "score":1.0},
      {

dataset request for CORDEX

https://esgf-data.dkrz.de/esg-search/search/?offset=0&limit=10&type=Dataset&replica=false&latest=true&product=output&domain=EUR-44&experiment=historical&ensemble=r1i1p1&rcm_name=REMO2009&time_frequency=mon&variable=tas&project=CORDEX&project=CORDEX-Adjust&project=CORDEX-Reklies&project=CORDEX-ESD&facets=rcm_name%2Cproject%2Cproduct%2Cdomain%2Cinstitute%2Cdriving_model%2Cexperiment%2Cexperiment_family%2Censemble%2Crcm_version%2Ctime_frequency%2Cvariable%2Cvariable_long_name%2Ccf_standard_name%2Cdata_node&format=application%2Fsolr%2Bjson

"response":{"numFound":1,"start":0,"maxScore":1.0,"docs":[
      {
        "id":"cordex.output.EUR-44.MPI-CSC.MPI-M-MPI-ESM-LR.historical.r1i1p1.REMO2009.v1.mon.tas.v20150609|esgf1.dkrz.de",
        "version":"20150609",
        "access":["HTTPServer",
          "GridFTP",
          "OPENDAP",
          "Globus"],
        "cf_standard_name":["air_temperature"],
        "data_node":"esgf1.dkrz.de",
        "dataset_id_template_":["cordex.%(product)s.%(domain)s.%(institute)s.%(driving_model)s.%(experiment)s.%(ensemble)s.%(rcm_name)s.%(rcm_version)s.%(time_frequency)s.%(variable)s"],
        "datetime_start":"1950-02-15T00:00:00Z",
        "datetime_stop":"2005-12-16T12:00:00Z",
        "domain":["EUR-44"],
        "driving_model":["MPI-M-MPI-ESM-LR"],
        "east_degrees":17.99,
        "ensemble":["r1i1p1"],
        "experiment":["historical"],
        "experiment_family":["All",
          "Historical"],
        "geo":["ENVELOPE(-28.21, 17.99, 21.67, -23.21)"],
        "index_node":"esgf-data.dkrz.de",
        "instance_id":"cordex.output.EUR-44.MPI-CSC.MPI-M-MPI-ESM-LR.historical.r1i1p1.REMO2009.v1.mon.tas.v20150609",
        "institute":["MPI-CSC"],
        "latest":true,
        "master_id":"cordex.output.EUR-44.MPI-CSC.MPI-M-MPI-ESM-LR.historical.r1i1p1.REMO2009.v1.mon.tas",
        "metadata_format":"THREDDS",
        "north_degrees":21.67,
        "number_of_aggregations":1,
        "number_of_files":7,
        "product":["output"],
        "project":["CORDEX"],
        "rcm_name":["REMO2009"],
        "rcm_version":["v1"],
        "replica":false,
        "size":19774987,
        "south_degrees":-23.21,
        "time_frequency":["mon"],
        "title":"cordex.output.EUR-44.MPI-CSC.MPI-M-MPI-ESM-LR.historical.r1i1p1.REMO2009.v1.mon.tas",
        "type":"Dataset",
        "url":["http://esgf1.dkrz.de/thredds/catalog/esgcet/13/cordex.output.EUR-44.MPI-CSC.MPI-M-MPI-ESM-LR.historical.r1i1p1.REMO2009.v1.mon.tas.v20150609.xml#cordex.output.EUR-44.MPI-CSC.MPI-M-MPI-ESM-LR.historical.r1i1p1.REMO2009.v1.mon.tas.v20150609|application/xml+thredds|THREDDS"],
        "variable":["tas"],
        "variable_long_name":["Near-Surface Air Temperature"],
        "variable_units":["K"],
        "west_degrees":-28.21,
        "_version_":1552005172615446528,
        "_timestamp":"2016-11-25T20:57:52.053Z",
        "score":1.0}]
  },

cordex-reklies: https://esgf-data.dkrz.de/esg-search/search/?offset=0&limit=10&type=Dataset&replica=false&latest=true&project=CORDEX-Reklies&driving_model=MIROC-MIROC5&experiment=historical&ensemble=r1i1p1&rcm_name=REMO2015&time_frequency=mon&variable=tas&facets=rcm_name%2Cproject%2Cproduct%2Cdomain%2Cinstitute%2Cdriving_model%2Cexperiment%2Cexperiment_family%2Censemble%2Crcm_version%2Ctime_frequency%2Cvariable%2Cvariable_long_name%2Ccf_standard_name%2Cdata_node&format=application%2Fsolr%2Bjson

"response":{"numFound":1,"start":0,"maxScore":1.0,"docs":[
      {
        "id":"cordex-reklies.output.EUR-11.GERICS.MIROC-MIROC5.historical.r1i1p1.REMO2015.v1.mon.tas.v20170329|esgf1.dkrz.de",
        "version":"20170329",
        "access":["HTTPServer",
          "GridFTP",
          "OPENDAP",
          "Globus"],
        "cf_standard_name":["air_temperature"],
        "data_node":"esgf1.dkrz.de",
        "dataset_id_template_":["%(project)s.%(product)s.%(domain)s.%(institute)s.%(driving_model)s.%(experiment)s.%(ensemble)s.%(rcm_name)s.%(rcm_version)s.%(time_frequency)s.%(variable)s"],
        "datetime_start":"1948-02-15T12:00:00Z",
        "datetime_stop":"2005-12-16T12:00:00Z",
        "directory_format_template_":["%(root)s/%(project)s/%(product)s/%(domain)s/%(institute)s/%(driving_model)s/%(experiment)s/%(ensemble)s/%(rcm_model)s/%(rcm_version)s/%(time_frequency)s/%(variable)s/%(version)s"],
        "domain":["EUR-11"],
        "driving_model":["MIROC-MIROC5"],
        "east_degrees":18.155,
        "ensemble":["r1i1p1"],
        "experiment":["historical"],
        "experiment_family":["All",
          "Historical"],
        "geo":["ENVELOPE(-28.375, 18.155, 21.835, -23.375)"],
        "geo_units":["degrees"],
        "index_node":"esgf-data.dkrz.de",
        "instance_id":"cordex-reklies.output.EUR-11.GERICS.MIROC-MIROC5.historical.r1i1p1.REMO2015.v1.mon.tas.v20170329",
        "institute":["GERICS"],
        "latest":true,
        "master_id":"cordex-reklies.output.EUR-11.GERICS.MIROC-MIROC5.historical.r1i1p1.REMO2015.v1.mon.tas",
        "metadata_format":"THREDDS",
        "north_degrees":21.835,
        "number_of_aggregations":1,
        "number_of_files":7,
        "project":["CORDEX-Reklies"],
        "rcm_name":["REMO2015"],
        "rcm_version":["v1"],
        "replica":false,
        "size":280177927,
        "south_degrees":-23.375,
        "time_frequency":["mon"],
        "title":"cordex-reklies.output.EUR-11.GERICS.MIROC-MIROC5.historical.r1i1p1.REMO2015.v1.mon.tas",
        "type":"Dataset",
        "url":["http://esgf1.dkrz.de/thredds/catalog/esgcet/49/cordex-reklies.output.EUR-11.GERICS.MIROC-MIROC5.historical.r1i1p1.REMO2015.v1.mon.tas.v20170329.xml#cordex-reklies.output.EUR-11.GERICS.MIROC-MIROC5.historical.r1i1p1.REMO2015.v1.mon.tas.v20170329|application/xml+thredds|THREDDS"],
        "variable":["tas"],
        "variable_long_name":["Near-Surface Air Temperature"],
        "variable_units":["K"],
        "west_degrees":-28.375,
        "_version_":1585209822619369472,
        "retracted":false,
        "_timestamp":"2017-11-27T09:11:33.947Z",
        "score":1.0}]
  },

CORDEX-Adjust

https://esgf-data.dkrz.de/esg-search/search/?offset=0&limit=10&type=Dataset&replica=false&latest=true&project=CORDEX-Adjust&domain=EUR-11&institute=MPI-CSC&experiment=rcp26&ensemble=r1i1p1&rcm_name=REMO2009&time_frequency=mon&variable=tasAdjust&facets=rcm_name%2Cproject%2Cproduct%2Cdomain%2Cinstitute%2Cdriving_model%2Cexperiment%2Cexperiment_family%2Censemble%2Crcm_version%2Ctime_frequency%2Cvariable%2Cvariable_long_name%2Ccf_standard_name%2Cdata_node&format=application%2Fsolr%2Bjson

{
  "responseHeader":{
    "status":0,
    "QTime":642,
    "params":{
      "facet.field":["rcm_name",
        "project",
        "product",
        "domain",
        "institute",
        "driving_model",
        "experiment",
        "experiment_family",
        "ensemble",
        "rcm_version",
        "time_frequency",
        "variable",
        "variable_long_name",
        "cf_standard_name",
        "data_node"],
      "df":"text",
      "q.alt":"*:*",
      "indent":"true",
      "echoParams":"all",
      "fl":"*,score",
      "start":"0",
      "fq":["type:Dataset",
        "replica:false",
        "latest:true",
        "project:\"CORDEX-Adjust\"",
        "domain:\"EUR-11\"",
        "institute:\"MPI-CSC\"",
        "experiment:\"rcp26\"",
        "ensemble:\"r1i1p1\"",
        "rcm_name:\"REMO2009\"",
        "time_frequency:\"mon\"",
        "variable:\"tasAdjust\""],
      "rows":"10",
      "q":"*:*",
      "shards":"localhost/solr/datasets,localhost:8989/solr/datasets,localhost:8993/solr/datasets,localhost:8994/solr/datasets,localhost:8995/solr/datasets,localhost:8988/solr/datasets,localhost:8998/solr/datasets,localhost:8987/solr/datasets",
      "tie":"0.01",
      "facet.limit":"-1",
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      "facet.method":"enum",
      "facet.mincount":"1",
      "facet":"true",
      "wt":"json",
      "facet.sort":"lex"}},
  "response":{"numFound":1,"start":0,"maxScore":1.0,"docs":[
      {
        "id":"cordex-adjust.bias-adjusted-output.EUR-11.MPI-CSC.MPI-M-MPI-ESM-LR.rcp26.r1i1p1.REMO2009.v1-SMHI-DBS45-MESAN-1989-2010.mon.tasAdjust.v20160919|esg-dn1.nsc.liu.se",
        "version":"20160919",
        "access":["HTTPServer",
          "GridFTP",
          "OPENDAP",
          "LAS"],
        "bias_adjustment":["v1-SMHI-DBS45-MESAN-1989-2010"],
        "cf_standard_name":["air_temperature"],
        "data_node":"esg-dn1.nsc.liu.se",
        "dataset_id_template_":["cordex-adjust.%(product)s.%(domain)s.%(institute)s.%(driving_model)s.%(experiment)s.%(ensemble)s.%(rcm_name)s.%(bias_adjustment)s.%(time_frequency)s.%(variable)s"],
        "datetime_start":"1951-01-16T12:00:00Z",
        "datetime_stop":"2100-12-16T12:00:00Z",
        "directory_format_template_":["%(root)s/%(project)s/%(product)s/%(domain)s/%(institute)s/%(driving_model)s/%(experiment)s/%(ensemble)s/%(rcm_model)s/%(bias_adjustment)s/%(time_frequency)s/%(variable)s/%(version)s"],
        "domain":["EUR-11"],
        "driving_model":["MPI-M-MPI-ESM-LR"],
        "ensemble":["r1i1p1"],
        "experiment":["rcp26"],
        "experiment_family":["All",
          "RCP"],
        "index_node":"esg-dn1.nsc.liu.se",
        "instance_id":"cordex-adjust.bias-adjusted-output.EUR-11.MPI-CSC.MPI-M-MPI-ESM-LR.rcp26.r1i1p1.REMO2009.v1-SMHI-DBS45-MESAN-1989-2010.mon.tasAdjust.v20160919",
        "institute":["MPI-CSC"],
        "latest":true,
        "master_id":"cordex-adjust.bias-adjusted-output.EUR-11.MPI-CSC.MPI-M-MPI-ESM-LR.rcp26.r1i1p1.REMO2009.v1-SMHI-DBS45-MESAN-1989-2010.mon.tasAdjust",
        "number_of_aggregations":2,
        "number_of_files":15,
        "product":["bias-adjusted-output"],
        "project":["CORDEX-Adjust"],
        "rcm_name":["REMO2009"],
        "replica":false,
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