Make A Graph

Dataset Title:	INM-CM5-H output prepared for CMIP6
Institution:	Institute for Numerical Mathematics, Russian Academy of Science, Moscow 119991, Russia (Dataset ID: INM_CM5_H)
Information:	Summary \| License \| FGDC \| ISO 19115 \| Metadata \| Background \| Data Access Form

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Graph Type:
X Axis:
Y Axis:
Color:

Dimensions

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time (UTC)

specify just 1 value →

latitude (degrees_north)

longitude (degrees_east)

Graph Settings
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Draw land mask:
Y Axis Minimum:	Maximum:

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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:

Web page authors can embed a graph of the latest data in a web page using HTML <img> tags.
Anyone can use ERDDAPs Slide Sorter to build a personal web page that displays graphs with the latest data (or other images or HTML content), each in its own, draggable slide.

The Dataset Attribute Structure (.das) for this Dataset

Attributes {
  time {
    String _CoordinateAxisType "Time";
    Float64 actual_range -6.318864e+8, 1.4152752e+9;
    String axis "T";
    String calendar "365_day";
    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 -89.75, 89.75;
    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, 359.3333435058594;
    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 (interval: 1 month)";
    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 "Bottom Character";
    String long_name "Total Cloud Cover Percentage";
    Float32 missing_value NaN;
    String original_name "clt";
    String standard_name "cloud_area_fraction";
    String units "percent";
  }
  hfls {
    Float32 _FillValue NaN;
    String cell_measures "area: areacella";
    String cell_methods "area: time: mean (interval: 1 month)";
    Float64 colorBarMaximum 250.0;
    Float64 colorBarMinimum -250.0;
    String comment "The surface called 'surface' means the lower boundary of the atmosphere. 'Upward' indicates a vector component which is positive when directed upward (negative downward). The surface latent heat flux is the exchange of heat between the surface and the air on account of evaporation (including sublimation). In accordance with common usage in geophysical disciplines, 'flux' implies per unit area, called 'flux density' in physics.";
    String ioos_category "Heat Flux";
    String long_name "Surface Upward Latent Heat Flux";
    Float32 missing_value NaN;
    String original_name "hfls";
    String standard_name "surface_upward_latent_heat_flux";
    String units "W m-2";
  }
  hfss {
    Float32 _FillValue NaN;
    String cell_measures "area: areacella";
    String cell_methods "area: time: mean (interval: 1 month)";
    Float64 colorBarMaximum 250.0;
    Float64 colorBarMinimum -250.0;
    String comment "The surface sensible heat flux, also called turbulent heat flux, is the exchange of heat between the surface and the air by motion of air.";
    String ioos_category "Heat Flux";
    String long_name "Surface Upward Sensible Heat Flux";
    Float32 missing_value NaN;
    String original_name "hfss";
    String standard_name "surface_upward_sensible_heat_flux";
    String units "W m-2";
  }
  pr {
    Float32 _FillValue NaN;
    String cell_measures "area: areacella";
    String cell_methods "area: time: mean (interval: 1 month)";
    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 original_name "pr";
    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 (interval: 1 month)";
    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 original_name "prw";
    String standard_name "atmosphere_mass_content_of_water_vapor";
    String units "kg m-2";
  }
  ps {
    Float32 _FillValue NaN;
    String cell_measures "area: areacella";
    String cell_methods "area: time: mean (interval: 1 month)";
    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 original_name "ps";
    String standard_name "surface_air_pressure";
    String units "Pa";
  }
  psl {
    Float32 _FillValue NaN;
    String cell_measures "area: areacella";
    String cell_methods "area: time: mean (interval: 1 month)";
    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 original_name "psl";
    String standard_name "air_pressure_at_mean_sea_level";
    String units "Pa";
  }
  rlds {
    Float32 _FillValue NaN;
    String cell_measures "area: areacella";
    String cell_methods "area: time: mean (interval: 1 month)";
    Float64 colorBarMaximum 500.0;
    Float64 colorBarMinimum -500.0;
    String comment "The surface called 'surface' means the lower boundary of the atmosphere. 'longwave' means longwave radiation. Downwelling radiation is radiation from above. It does not mean 'net downward'. When thought of as being incident on a surface, a radiative flux is sometimes called 'irradiance'. In addition, it is identical with the quantity measured by a cosine-collector light-meter and sometimes called 'vector irradiance'. In accordance with common usage in geophysical disciplines, 'flux' implies per unit area, called 'flux density' in physics.";
    String ioos_category "Heat Flux";
    String long_name "Surface Downwelling Longwave Radiation";
    Float32 missing_value NaN;
    String original_name "rlds";
    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 (interval: 1 month)";
    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 original_name "rldscs";
    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 (interval: 1 month)";
    Float64 colorBarMaximum 500.0;
    Float64 colorBarMinimum -500.0;
    String comment "The surface called 'surface' means the lower boundary of the atmosphere. 'longwave' means longwave radiation. Upwelling radiation is radiation from below. It does not mean 'net upward'. When thought of as being incident on a surface, a radiative flux is sometimes called 'irradiance'. In addition, it is identical with the quantity measured by a cosine-collector light-meter and sometimes called 'vector irradiance'. In accordance with common usage in geophysical disciplines, 'flux' implies per unit area, called 'flux density' in physics.";
    String ioos_category "Heat Flux";
    String long_name "Surface Upwelling Longwave Radiation";
    Float32 missing_value NaN;
    String original_name "rlus";
    String standard_name "surface_upwelling_longwave_flux_in_air";
    String units "W m-2";
  }
  rlut {
    Float32 _FillValue NaN;
    String cell_measures "area: areacella";
    String cell_methods "area: time: mean (interval: 1 month)";
    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 original_name "rlut";
    String standard_name "toa_outgoing_longwave_flux";
    String units "W m-2";
  }
  rlutcs {
    Float32 _FillValue NaN;
    String cell_measures "area: areacella";
    String cell_methods "area: time: mean (interval: 1 month)";
    Float64 colorBarMaximum 500.0;
    Float64 colorBarMinimum -500.0;
    String comment "Upwelling clear-sky longwave radiation at top of atmosphere";
    String ioos_category "Heat Flux";
    String long_name "TOA Outgoing Clear-Sky Longwave Radiation";
    Float32 missing_value NaN;
    String original_name "rlutcs";
    String standard_name "toa_outgoing_longwave_flux_assuming_clear_sky";
    String units "W m-2";
  }
  rsds {
    Float32 _FillValue NaN;
    String cell_measures "area: areacella";
    String cell_methods "area: time: mean (interval: 1 month)";
    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 original_name "rsds";
    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 (interval: 1 month)";
    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 original_name "rsdscs";
    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 (interval: 1 month)";
    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 original_name "rsdt";
    String standard_name "toa_incoming_shortwave_flux";
    String units "W m-2";
  }
  rsus {
    Float32 _FillValue NaN;
    String cell_measures "area: areacella";
    String cell_methods "area: time: mean (interval: 1 month)";
    Float64 colorBarMaximum 500.0;
    Float64 colorBarMinimum -500.0;
    String comment "The surface called 'surface' means the lower boundary of the atmosphere. 'shortwave' means shortwave radiation. Upwelling radiation is radiation from below. It does not mean 'net upward'. When thought of as being incident on a surface, a radiative flux is sometimes called 'irradiance'. In addition, it is identical with the quantity measured by a cosine-collector light-meter and sometimes called 'vector irradiance'. In accordance with common usage in geophysical disciplines, 'flux' implies per unit area, called 'flux density' in physics.";
    String ioos_category "Heat Flux";
    String long_name "Surface Upwelling Shortwave Radiation";
    Float32 missing_value NaN;
    String original_name "rsus";
    String standard_name "surface_upwelling_shortwave_flux_in_air";
    String units "W m-2";
  }
  rsuscs {
    Float32 _FillValue NaN;
    String cell_measures "area: areacella";
    String cell_methods "area: time: mean (interval: 1 month)";
    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 original_name "rsuscs";
    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 (interval: 1 month)";
    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 original_name "rsut";
    String standard_name "toa_outgoing_shortwave_flux";
    String units "W m-2";
  }
  rsutcs {
    Float32 _FillValue NaN;
    String cell_measures "area: areacella";
    String cell_methods "area: time: mean (interval: 1 month)";
    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 original_name "rsutcs";
    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 (interval: 1 month)";
    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 Radiative Flux at Top of Model";
    Float32 missing_value NaN;
    String original_name "rtmt";
    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 (interval: 1 month)";
    Float64 colorBarMaximum 313.0;
    Float64 colorBarMinimum 263.0;
    String comment "near-surface (usually, 2 meter) air temperature";
    String history "2019-07-25T23:05:50Z altered by CMOR: Treated scalar dimension: 'height'.";
    String ioos_category "Temperature";
    String long_name "Near-Surface Air Temperature";
    Float32 missing_value NaN;
    String original_name "tas";
    String standard_name "air_temperature";
    String units "degree_K";
  }
  NC_GLOBAL {
    String activity_id "HighResMIP";
    String branch_method "standard";
    Float64 branch_time_in_child 0.0;
    Float64 branch_time_in_parent 0.0;
    String cdm_data_type "Grid";
    String cmor_version "3.4.0";
    String contact "Evgeny Volodin (volodinev@gmail.com)";
    String Conventions "CF-1.7 CMIP-6.2, COARDS, ACDD-1.3";
    String creation_date "2019-07-25T23:05:51Z";
    String creator_email "volodinev@gmail.com";
    String creator_name "VOLODINEV";
    String creator_type "institution";
    String data_specs_version "01.00.29";
    Float64 Easternmost_Easting 359.3333435058594;
    String experiment "coupled historical 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.INM.INM-CM5-H.hist-1950.none.r1i1p1f1";
    Float64 geospatial_lat_max 89.75;
    Float64 geospatial_lat_min -89.75;
    Float64 geospatial_lat_resolution 0.5;
    String geospatial_lat_units "degrees_north";
    Float64 geospatial_lon_max 359.3333435058594;
    Float64 geospatial_lon_min 0.0;
    String geospatial_lon_units "degrees_east";
    String grid "gs2x1.5";
    String grid_label "gr1";
    String history 
"2019-07-25T23:05:51Z ;rewrote data to be consistent with HighResMIP for variable ccb found in table Amon.
2024-11-15T11:47:30Z (local files)
2024-11-15T11:47:30Z http://oceano.bo.ingv.it/griddap/INM_CM5_H.das";
    String infoUrl "???";
    Int32 initialization_index 1;
    String institution "Institute for Numerical Mathematics, Russian Academy of Science, Moscow 119991, Russia";
    String institution_id "INM";
    String keywords "academy, amount, area, atmosphere, bottom, bottom character, character, climate, cloud, cloud cover, cloud_area_fraction, cloudiness, clouds, clt, cm5, cmip6, cover, data, earth, Earth Science > Atmosphere > Clouds > Cloud Amount/Frequency, fraction, frequency, inm, inm-cm5-h, institute, intercomparison, MACMAP, mathematics, model, moscow, numerical, output, percentage, prepared, project, russia, russian, science, time, total";
    String keywords_vocabulary "GCMD Science Keywords";
    String license "CMIP6 model data produced by Lawrence Livermore PCMDI 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) and at https:///pcmdi.llnl.gov/. 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 nominal_resolution "100 km";
    Float64 Northernmost_Northing 89.75;
    String parent_activity_id "HighResMIP";
    String parent_experiment_id "spinup-1950";
    String parent_mip_era "CMIP6";
    String parent_source_id "INM-CM5-H";
    String parent_time_units "days since 1850-01-01";
    String parent_variant_label "r1i1p1f1";
    Int32 physics_index 1;
    String product "model-output";
    Int32 realization_index 1;
    String realm "atmos";
    String references "RJNAMM 2018, 367-374. DOI: 10.1515/rnam-2018-0032";
    String run_variant "standard";
    String source 
"INM-CM5-H (2016): 
aerosol: INM-AER1
atmos: INM-AM5-H (0.67x0.5; 540 x 360 longitude/latitude; 73 levels; top level sigma = 0.0002)
atmosChem: none
land: INM-LND1
landIce: none
ocean: INM-OM5-H (North Pole shifted to 60N, 90E. 0.167x0.125; 2160x1440 longitude/latitude; 40 levels; vertical sigma coordinate)
ocnBgchem: none
seaIce: INM-ICE1";
    String source_id "INM-CM5-H";
    String source_type "AOGCM";
    String sourceUrl "(local files)";
    Float64 Southernmost_Northing -89.75;
    String standard_name_vocabulary "CF Standard Name Table v70";
    String summary "INM-CM5-H output prepared for Climate Model Intercomparison Project 6 (CMIP6)";
    String table_id "Amon";
    String table_info "Creation Date:(20 February 2019) MD5:951084b632bd52c3f6224e495b1cb65e";
    String time_coverage_end "2014-11-06T12:00:00Z";
    String time_coverage_start "1949-12-23T12:00:00Z";
    String title "INM-CM5-H output prepared for CMIP6";
    String tracking_id "hdl:21.14100/bb4ba292-3c00-41d6-b8b7-b6dec0029a20";
    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.

(easy) You can get data by using the dataset's Data Access Form. It makes the URL for you.
(easy) You can make a graph or map by using the dataset's Make A Graph form. It makes the URL for you.
(not hard) You can bypass the forms and get the data or make a graph or map by generating the URL by hand or with a computer program or script.

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.