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Dataset Title:  MPI_ESM1_2_HR output prepared for CMIP6 Subscribe RSS
Institution:  Max Planck Institute for Meteorology, Hamburg 20146, Germany   (Dataset ID: MPI_ESM1_2_HR)
Information:  Summary ? | License ? | FGDC | ISO 19115 | Metadata | Background (external link) | Data Access Form
 
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Things You Can Do With Your Graphs

Well, you can do anything you want with your graphs, of course. But some things you might not have considered are:

The Dataset Attribute Structure (.das) for this Dataset

Attributes {
  time {
    String _CoordinateAxisType "Time";
    Float64 actual_range -6.2847384e+8, 1.42007016e+9;
    String axis "T";
    String calendar "proleptic_gregorian";
    String ioos_category "Time";
    String long_name "Time";
    String standard_name "time";
    String time_origin "01-JAN-1970 00:00:00";
    String units "seconds since 1970-01-01T00:00:00Z";
  }
  latitude {
    String _CoordinateAxisType "Lat";
    Float64 actual_range -89.28422753251364, 89.28422753251364;
    String axis "Y";
    String ioos_category "Location";
    String long_name "Latitude";
    String standard_name "latitude";
    String units "degrees_north";
  }
  longitude {
    String _CoordinateAxisType "Lon";
    Float64 actual_range 0.0, 359.0625;
    String axis "X";
    String ioos_category "Location";
    String long_name "Longitude";
    String standard_name "longitude";
    String units "degrees_east";
  }
  clt {
    Float32 _FillValue NaN;
    String cell_measures "area: areacella";
    String cell_methods "area: time: mean";
    Int32 code 164;
    Float64 colorBarMaximum 100.0;
    Float64 colorBarMinimum 0.0;
    String comment "Total cloud area fraction for the whole atmospheric column, as seen from the surface or the top of the atmosphere. Includes both large-scale and convective cloud.";
    String ioos_category "Meteorology";
    String long_name "Total Cloud Fraction";
    Float32 missing_value NaN;
    String standard_name "cloud_area_fraction";
    Int32 table 128;
    String units "percent";
  }
  hfls {
    Float32 _FillValue NaN;
    String cell_measures "area: areacella";
    String cell_methods "area: time: mean";
    Int32 code 147;
    Float64 colorBarMaximum 250.0;
    Float64 colorBarMinimum -250.0;
    String ioos_category "Heat Flux";
    String long_name "Surface Upward Latent Heat Flux";
    Float32 missing_value NaN;
    String standard_name "surface_upward_latent_heat_flux";
    Int32 table 128;
    String units "W m-2";
  }
  hfss {
    Float32 _FillValue NaN;
    String cell_measures "area: areacella";
    String cell_methods "area: time: mean";
    Int32 code 146;
    Float64 colorBarMaximum 250.0;
    Float64 colorBarMinimum -250.0;
    String ioos_category "Heat Flux";
    String long_name "Surface Upward Sensible Heat Flux";
    Float32 missing_value NaN;
    String standard_name "surface_upward_sensible_heat_flux";
    Int32 table 128;
    String units "W m-2";
  }
  pr {
    Float32 _FillValue NaN;
    String cell_measures "area: areacella";
    String cell_methods "area: time: mean";
    Float64 colorBarMaximum 1.0e-4;
    Float64 colorBarMinimum 0.0;
    String comment "includes both liquid and solid phases";
    String ioos_category "Meteorology";
    String long_name "Precipitation";
    Float32 missing_value NaN;
    String standard_name "precipitation_flux";
    String units "kg m-2 s-1";
  }
  prw {
    Float32 _FillValue NaN;
    String cell_measures "area: areacella";
    String cell_methods "area: time: mean";
    Int32 code 230;
    Float64 colorBarMaximum 200.0;
    Float64 colorBarMinimum 0.0;
    String comment "vertically integrated through the atmospheric column";
    String ioos_category "Meteorology";
    String long_name "Water Vapor Path";
    Float32 missing_value NaN;
    String standard_name "atmosphere_water_vapor_content";
    Int32 table 128;
    String units "kg m-2";
  }
  ps {
    Float32 _FillValue NaN;
    String cell_measures "area: areacella";
    String cell_methods "area: time: mean";
    Int32 code 134;
    Float64 colorBarMaximum 105000.0;
    Float64 colorBarMinimum 95000.0;
    String comment "surface pressure (not mean sea-level pressure), 2-D field to calculate the 3-D pressure field from hybrid coordinates";
    String ioos_category "Pressure";
    String long_name "Surface Air Pressure";
    Float32 missing_value NaN;
    String standard_name "surface_air_pressure";
    Int32 table 128;
    String units "Pa";
  }
  psl {
    Float32 _FillValue NaN;
    String cell_measures "area: areacella";
    String cell_methods "area: time: mean";
    Int32 code 151;
    Float64 colorBarMaximum 105000.0;
    Float64 colorBarMinimum 95000.0;
    String comment "Sea Level Pressure";
    String ioos_category "Pressure";
    String long_name "Sea Level Pressure";
    Float32 missing_value NaN;
    String standard_name "air_pressure_at_sea_level";
    Int32 table 128;
    String units "Pa";
  }
  rlds {
    Float32 _FillValue NaN;
    String cell_measures "area: areacella";
    String cell_methods "area: time: mean";
    Float64 colorBarMaximum 500.0;
    Float64 colorBarMinimum -500.0;
    String ioos_category "Heat Flux";
    String long_name "Surface Downwelling Longwave Radiation";
    Float32 missing_value NaN;
    String standard_name "surface_downwelling_longwave_flux_in_air";
    String units "W m-2";
  }
  rldscs {
    Float32 _FillValue NaN;
    String cell_measures "area: areacella";
    String cell_methods "area: time: mean";
    Float64 colorBarMaximum 500.0;
    Float64 colorBarMinimum -500.0;
    String comment "Surface downwelling clear-sky longwave radiation";
    String ioos_category "Heat Flux";
    String long_name "Surface Downwelling Clear-Sky Longwave Radiation";
    Float32 missing_value NaN;
    String standard_name "surface_downwelling_longwave_flux_in_air_assuming_clear_sky";
    String units "W m-2";
  }
  rlus {
    Float32 _FillValue NaN;
    String cell_measures "area: areacella";
    String cell_methods "area: time: mean";
    Int32 code 205;
    Float64 colorBarMaximum 500.0;
    Float64 colorBarMinimum -500.0;
    String ioos_category "Heat Flux";
    String long_name "Surface Upwelling Longwave Radiation";
    Float32 missing_value NaN;
    String standard_name "surface_upwelling_longwave_flux_in_air";
    Int32 table 128;
    String units "W m-2";
  }
  rlut {
    Float32 _FillValue NaN;
    String cell_measures "area: areacella";
    String cell_methods "area: time: mean";
    Int32 code 179;
    Float64 colorBarMaximum 500.0;
    Float64 colorBarMinimum -500.0;
    String comment "at the top of the atmosphere (to be compared with satellite measurements)";
    String ioos_category "Heat Flux";
    String long_name "TOA Outgoing Longwave Radiation";
    Float32 missing_value NaN;
    String standard_name "toa_outgoing_longwave_flux";
    Int32 table 128;
    String units "W m-2";
  }
  rlutcs {
    Float32 _FillValue NaN;
    String cell_measures "area: areacella";
    String cell_methods "area: time: mean";
    Int32 code 188;
    Float64 colorBarMaximum 500.0;
    Float64 colorBarMinimum -500.0;
    String ioos_category "Heat Flux";
    String long_name "TOA Outgoing Clear-Sky Longwave Radiation";
    Float32 missing_value NaN;
    String standard_name "toa_outgoing_longwave_flux_assuming_clear_sky";
    Int32 table 128;
    String units "W m-2";
  }
  rsds {
    Float32 _FillValue NaN;
    String cell_measures "area: areacella";
    String cell_methods "area: time: mean";
    Float64 colorBarMaximum 500.0;
    Float64 colorBarMinimum -500.0;
    String comment "surface solar irradiance for UV calculations";
    String ioos_category "Heat Flux";
    String long_name "Surface Downwelling Shortwave Radiation";
    Float32 missing_value NaN;
    String standard_name "surface_downwelling_shortwave_flux_in_air";
    String units "W m-2";
  }
  rsdscs {
    Float32 _FillValue NaN;
    String cell_measures "area: areacella";
    String cell_methods "area: time: mean";
    Float64 colorBarMaximum 500.0;
    Float64 colorBarMinimum -500.0;
    String comment "surface solar irradiance clear sky for UV calculations";
    String ioos_category "Heat Flux";
    String long_name "Surface Downwelling Clear-Sky Shortwave Radiation";
    Float32 missing_value NaN;
    String standard_name "surface_downwelling_shortwave_flux_in_air_assuming_clear_sky";
    String units "W m-2";
  }
  rsdt {
    Float32 _FillValue NaN;
    String cell_measures "area: areacella";
    String cell_methods "area: time: mean";
    Int32 code 184;
    Float64 colorBarMaximum 500.0;
    Float64 colorBarMinimum -500.0;
    String comment "Shortwave radiation incident at the top of the atmosphere";
    String ioos_category "Heat Flux";
    String long_name "TOA Incident Shortwave Radiation";
    Float32 missing_value NaN;
    String standard_name "toa_incoming_shortwave_flux";
    Int32 table 128;
    String units "W m-2";
  }
  rsus {
    Float32 _FillValue NaN;
    String cell_measures "area: areacella";
    String cell_methods "area: time: mean";
    Int32 code 204;
    Float64 colorBarMaximum 500.0;
    Float64 colorBarMinimum -500.0;
    String ioos_category "Heat Flux";
    String long_name "Surface Upwelling Shortwave Radiation";
    Float32 missing_value NaN;
    String standard_name "surface_upwelling_shortwave_flux_in_air";
    Int32 table 128;
    String units "W m-2";
  }
  rsuscs {
    Float32 _FillValue NaN;
    String cell_measures "area: areacella";
    String cell_methods "area: time: mean";
    Float64 colorBarMaximum 500.0;
    Float64 colorBarMinimum -500.0;
    String comment "Surface Upwelling Clear-sky Shortwave Radiation";
    String ioos_category "Heat Flux";
    String long_name "Surface Upwelling Clear-Sky Shortwave Radiation";
    Float32 missing_value NaN;
    String standard_name "surface_upwelling_shortwave_flux_in_air_assuming_clear_sky";
    String units "W m-2";
  }
  rsut {
    Float32 _FillValue NaN;
    String cell_measures "area: areacella";
    String cell_methods "area: time: mean";
    Int32 code 203;
    Float64 colorBarMaximum 500.0;
    Float64 colorBarMinimum -500.0;
    String comment "at the top of the atmosphere";
    String ioos_category "Heat Flux";
    String long_name "TOA Outgoing Shortwave Radiation";
    Float32 missing_value NaN;
    String standard_name "toa_outgoing_shortwave_flux";
    Int32 table 128;
    String units "W m-2";
  }
  rsutcs {
    Float32 _FillValue NaN;
    String cell_measures "area: areacella";
    String cell_methods "area: time: mean";
    Float64 colorBarMaximum 500.0;
    Float64 colorBarMinimum -500.0;
    String comment "Calculated in the absence of clouds.";
    String ioos_category "Heat Flux";
    String long_name "TOA Outgoing Clear-Sky Shortwave Radiation";
    Float32 missing_value NaN;
    String standard_name "toa_outgoing_shortwave_flux_assuming_clear_sky";
    String units "W m-2";
  }
  rtmt {
    Float32 _FillValue NaN;
    String cell_measures "area: areacella";
    String cell_methods "area: time: mean";
    Float64 colorBarMaximum 500.0;
    Float64 colorBarMinimum -500.0;
    String comment "Net Downward Radiative Flux at Top of Model : I.e., at the top of that portion of the atmosphere where dynamics are explicitly treated by the model. This is reported only if it differs from the net downward radiative flux at the top of the atmosphere.";
    String ioos_category "Optical Properties";
    String long_name "Net Downward Flux at Top of Model";
    Float32 missing_value NaN;
    String standard_name "net_downward_radiative_flux_at_top_of_atmosphere_model";
    String units "W m-2";
  }
  tas {
    Float32 _FillValue NaN;
    String cell_measures "area: areacella";
    String cell_methods "area: time: mean";
    Int32 code 167;
    Float64 colorBarMaximum 313.0;
    Float64 colorBarMinimum 263.0;
    String comment "near-surface (usually, 2 meter) air temperature";
    String ioos_category "Temperature";
    String long_name "Near-Surface Air Temperature";
    Float32 missing_value NaN;
    String standard_name "air_temperature";
    Int32 table 128;
    String units "degree_K";
  }
  NC_GLOBAL {
    String _NCProperties "version=1|netcdflibversion=4.4.1.1|hdf5libversion=1.10.1";
    String activity_id "HighResMIP";
    String branch_method "fixed historical forcing from 1950 was applied for a 25 year spin-up period, after which a historically-evoloving forcing was imposed.";
    Float64 branch_time_in_child 36524.0;
    Float64 branch_time_in_parent 45655.0;
    String cdm_data_type "Grid";
    String Conventions "CF-1.7 CMIP-6.2, COARDS, ACDD-1.3";
    String creation_date "2018-05-24T07:37:42Z";
    String creator_name "Max Planck Institute for Meteorology, Hamburg 20146, Germany";
    String data_specs_version "01.00.23";
    Float64 Easternmost_Easting 359.0625;
    String experiment "Coupled historical forcing (1950-2014)";
    String experiment_id "hist-1950";
    String external_variables "areacella";
    Int32 forcing_index 1;
    String frequency "mon";
    String further_info_url "https://furtherinfo.es-doc.org/CMIP6.MPI-M.MPI-ESM1-2-HR.hist-1950.none.r1i1p1f1";
    Float64 geospatial_lat_max 89.28422753251364;
    Float64 geospatial_lat_min -89.28422753251364;
    String geospatial_lat_units "degrees_north";
    Float64 geospatial_lon_max 359.0625;
    Float64 geospatial_lon_min 0.0;
    Float64 geospatial_lon_resolution 0.9375;
    String geospatial_lon_units "degrees_east";
    String grid "native atmosphere T127 gaussian grid (384x192 lonxlat) with 95 levels and top level 0.01 hPa; native ocean TP04 tri-polar grid (802x404 lonxlat) with 40 levels";
    String grid_label "gn";
    String history 
"Wed Nov 20 13:34:43 2019: ncks -A -v lat_bnds /gws/nopw/j04/primavera2/stream1/CMIP6/HighResMIP/MPI-M/MPI-ESM1-2-HR/hist-1950/r1i1p1f1/Amon/clt/gn/v20180606/clt_Amon_MPI-ESM1-2-HR_hist-1950_r1i1p1f1_gn_196301-196312.nc.bnds_corr /gws/nopw/j04/primavera2/stream1/CMIP6/HighResMIP/MPI-M/MPI-ESM1-2-HR/hist-1950/r1i1p1f1/Amon/clt/gn/v20180606/clt_Amon_MPI-ESM1-2-HR_hist-1950_r1i1p1f1_gn_196301-196312.nc
Wed Nov 20 13:34:39 2019: ncpdq -a -lat /gws/nopw/j04/primavera2/stream1/CMIP6/HighResMIP/MPI-M/MPI-ESM1-2-HR/hist-1950/r1i1p1f1/Amon/clt/gn/v20180606/clt_Amon_MPI-ESM1-2-HR_hist-1950_r1i1p1f1_gn_196301-196312.nc /gws/nopw/j04/primavera2/stream1/CMIP6/HighResMIP/MPI-M/MPI-ESM1-2-HR/hist-1950/r1i1p1f1/Amon/clt/gn/v20180606/clt_Amon_MPI-ESM1-2-HR_hist-1950_r1i1p1f1_gn_196301-196312.nc.temp; 2019-11-20T13:34:45Z DataSpecsVersionAdd, ExternalVariablesAreacella, LatDirection
2024-10-15T04:11:49Z (local files)
2024-10-15T04:11:49Z http://oceano.bo.ingv.it/griddap/MPI_ESM1_2_HR.das";
    String history_of_appended_files "Wed Nov 20 13:43:43 2019: Appended file /gws/nopw/j04/primavera2/stream1/CMIP6/HighResMIP/MPI-M/MPI-ESM1-2-HR/hist-1950/r1i1p1f1/Amon/clt/gn/v20180606/clt_Amon_MPI-ESM1-2-HR_hist-1950_r1i1p1f1_gn_201401-201412.nc.bnds_corr had no \"history\" attribute";
    String infoUrl "???";
    Int32 initialization_index 1;
    String institution "Max Planck Institute for Meteorology, Hamburg 20146, Germany";
    String institution_id "MPI-M";
    String keywords "amount, area, atmosphere, cloud, cloud cover, cloud_area_fraction, cloudiness, clouds, clt, cover, data, earth, Earth Science > Atmosphere > Clouds > Cloud Amount/Frequency, fraction, frequency, germany, hamburg, institute, local, MACMAP, max, meteorology, planck, science, source, time, total";
    String keywords_vocabulary "GCMD Science Keywords";
    String license "CMIP6 model data produced by MPI-M is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law.";
    String mip_era "CMIP6";
    String NCO "4.7.3";
    Int32 nco_openmp_thread_number 1;
    String nominal_resolution "100 km";
    Float64 Northernmost_Northing 89.28422753251364;
    String parent_activity_id "HighResMIP";
    String parent_experiment_id "spinup-1950";
    String parent_mip_era "CMIP6";
    String parent_source_id "MPI-ESM1-2-HR";
    String parent_time_units "days since 1850-1-1 00:00:00";
    String parent_variant_label "r1i1p1f1";
    Int32 physics_index 1;
    String product "model-output";
    Int32 realization_index 1;
    String realm "atmos";
    String source "MPIESM 1.2.01";
    String source_id "MPI-ESM1-2-HR";
    String source_type "AOGCM";
    String sourceUrl "(local files)";
    Float64 Southernmost_Northing -89.28422753251364;
    String standard_name_vocabulary "CF Standard Name Table v70";
    String summary "Max Planck Institute for Meteorology, Hamburg 20146, Germany data from a local source.";
    String table_id "Amon";
    String time_coverage_end "2014-12-31T23:56:00Z";
    String time_coverage_start "1950-01-31T23:56:00Z";
    String title "MPI_ESM1_2_HR output prepared for CMIP6";
    String tracking_id "hdl:21.14100/f76cfbc3-9677-4c88-a944-6efce970bcb3";
    String variable_id "clt";
    String variant_label "r1i1p1f1";
    Float64 Westernmost_Easting 0.0;
  }
}

 

Using griddap to Request Data and Graphs from Gridded Datasets

griddap lets you request a data subset, graph, or map from a gridded dataset (for example, sea surface temperature data from a satellite), via a specially formed URL. griddap uses the OPeNDAP (external link) Data Access Protocol (DAP) (external link) and its projection constraints (external link).

The URL specifies what you want: the dataset, a description of the graph or the subset of the data, and the file type for the response.

griddap request URLs must be in the form
https://coastwatch.pfeg.noaa.gov/erddap/griddap/datasetID.fileType{?query}
For example,
https://coastwatch.pfeg.noaa.gov/erddap/griddap/jplMURSST41.htmlTable?analysed_sst[(2002-06-01T09:00:00Z)][(-89.99):1000:(89.99)][(-179.99):1000:(180.0)]
Thus, the query is often a data variable name (e.g., analysed_sst), followed by [(start):stride:(stop)] (or a shorter variation of that) for each of the variable's dimensions (for example, [time][latitude][longitude]).

For details, see the griddap Documentation.


 
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