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The Climate Data Store (CDS) API is the service to allow users to request data from CDS datasets via a python script. These scripts use a number of keywords which vary from dataset to dataset, usually following the sections of the CDS download form.
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If a keyword which is not allowed is used, the resulting output file could be corrupted or incomplete or an error could occurred when running the script.
ERA5 family datasets
Datasets name | Keywords | |||||||||||||||||
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Product type | variable | year | month | day | time | format** | grid* | area | pressure_level | Example script | ||||||||
ERA5 hourly data on single levels from 1979 to present:'reanalysis-era5-single-levels' | 'reanalysis' | 'total_precipitation' | '2019' | '01' | '01 | '00:00' | 'netcdf' | [1.0,1.0] | [N,W,S,E] |
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ERA5 monthly averaged data on single levels from 1979 to present: 'reanalysis-era5-single-levels-monthly-means' | 'monthly_averaged_reanalysis' | 'total_precipitation' | '2019' | '01' | '00:00' | 'netcdf' | [1.0,1.0] | [N,W,S,E] |
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ERA5 hourly data on pressure levels from 1979 to present: 'reanalysis-era5-pressure-levels' | 'reanalysis' | 'temperature' | '2019' | '01' | '01 | '00:00' | 'netcdf' | [1.0,1.0] | [N,W,S,E] | '850' |
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ERA5 monthly averaged data on pressure levels from 1979 to present: 'reanalysis-era5-pressure-levels-monthly-means' | 'monthly_averaged_reanalysis' | 'relative humidity' | '2019' | '01' | '00:00' | 'netcdf' | [1.0,1.0] | [N,W,S,E] | '850' |
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ERA5-Land hourly data from 2001 to present: 'reanalysis-era5-land' | 'total_precipitation' | '2019' | '01' | '01 | '00:00' | 'netcdf' | [1.0,1.0] | [N,W,S,E] |
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ERA5-Land monthly averaged data from 2001 to present: 'reanalysis-era5-land-monthly-means' | 'monthly_averaged_reanalysis' | 'total_precipitation' | '2019' | '01' | '00:00' | 'grib' | [1.0,1.0] | [N,W,S,E] |
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** If 'netcdf' selected, the keyword 'grid' must be included.
Datasets name | Keywords | ||||||||||||||||
class | date* | levelist* | levtype | param | stream | time | type | grid | area | format** | Example script | ||||||
reanalysis-era5-complete: | 'ea' | '2020-01-01' | '1' | 'ml' | '155' | 'oper' | '00:00' | 'an' | [1.0,1.0] | [N,W,S,E] | 'grib' or 'netcdf' |
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*The syntax '/to/' could be use for intervals.
** If 'netcdf' selected, the keyword 'grid' must be included.
Seasonal forecasts datasets
Datasets name | Keywords | |||||||||||||||||||||
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Product type | variable | year | month | day | time | format | grid | area | pressure_level | originating_centre | system | leadtime_hour | leadtime_month | Example script | ||||||||
Seasonal forecast daily data on single levels from 2017 to present: 'seasonal-original-single-levels' |
| '2m_temperature' | '2019' | '10' | '01 | '00:00' | 'grib' | [1.0,1.0] | [N,W,S,E] | 'ukmo' | '142' | '6' |
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Seasonal forecast anomalies on single levels from 2017 to present: 'seasonal-postprocessed-single-levels' | 'ensemble_mean' | '10m_u_component_of_wind_anomaly' | '2017' | '09' | 'grib' | [1.0,1.0] | [N,W,S,E] | 'ecmwf' | '4' | '1' |
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Seasonal forecast monthly statistics on single levels from 2017 to present: 'seasonal-monthly-single-levels' | 'monthly_mean' | '10m_u_component_of_wind' | '1993' | '09' | 'grib' | [1.0,1.0] | [N,W,S,E] | 'ecmwf' | '5' | '1' |
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Seasonal forecast daily data on pressure levels from 2017 to present: 'seasonal-original-pressure-levels' |
| 'v_component_of_wind' | '2018' | '4' | '01 | '00:00' | 'grib' | [1.0,1.0] | [N,W,S,E] | '10' | 'ukmo' | '12' | '12' |
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Seasonal forecast anomalies on pressure levels from 2017 to present: 'seasonal-postprocessed-pressure-levels' | 'ensemble_mean' | 'geopotential_anomaly' | '2018' | '11' | 'grib' | [1.0,1.0] | [N,W,S,E] | '200' | 'cmcc' | '3' | '2' |
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Seasonal forecast monthly statistics on pressure levels from 2017 to present: 'seasonal-monthly-pressure-levels' | 'monthly_mean' | 'geopotential' | '2017' | '09' | [1.0,1.0] | [N,W,S,E] | '10' | 'meteo_france' | '5' | '2' |
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UERRA datasets
Datasets name | Keywords | |||||||||||||||||
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variable | year | month | day | time | format | pressure_level | height_level | soil_level | origin | Example script | ||||||||
UERRA regional reanalysis for Europe on single levels from 1961 to present: 'reanalysis-uerra-europe-single-levels' | 'total_precipitation' | '2018' | '12' | '30' | '06:00' | 'grib' | 'mescan_surfex' |
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UERRA regional reanalysis for Europe on height levels from 1961 to present: 'reanalysis-uerra-europe-height-levels' | 'pressure' | '1961' | '01' | '01' | '00:00' | 'grib' | '15_m' |
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UERRA regional reanalysis for Europe on pressure levels from 1961 to present: 'reanalysis-uerra-europe-pressure-levels' | 'geopotential' | '1967' | '10' | '07' | '00:00' | 'grib' | '10' |
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UERRA regional reanalysis for Europe on soil levels from 1961 to present: 'reanalysis-uerra-europe-soil-levels' | 'soil_temperature | '1968' | '08 | '02' | '06:00' | 'netcdf' | '2' | 'uerra_harmonie' |
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Datasets name | Keywords | ||||||||||||||||||
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class | dataset | date | expver | levtype | origin | param | stream | time | type | target | Example script | ||||||||
Complete UERRA regional reanalysis for Europe from 1961 to present | 'ur' | 'uerra' | '2017-11-01/to/2017-11-30' | 'prod' | 'sfc' | 'eswi' | '260242' | 'oper' | '00:00:00' | 'an' | 'output.grib' |
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260242Â corresponds to 2 metre relative humidity. You can check the parameter ID from the Parameter Database.
CORDEX regional climate model dataset
Datasets name | Keywords | |||||||||||||||||
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variable | start year | end year | format | experiment | ensemble_member | simulation_version | temporal_resolution | gcm_model | rcm_model | Example script | ||||||||
CORDEX regional climate model data on single levels for Europe: 'projections-cordex-single-levels' | 'mean_precipitation_flux' | '2006' | '2008' | 'zip' | 'evaluation' | 'r1i1p1' | 'v1' | 'daily_mean' | 'era_interim' | 'cclm4_8_17' |
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CMIP5 climate projections datasets
Datasets name | Keywords | |||||||||||||
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variable | format | experiment | ensemble_member | period | model | Example script | ||||||||
CMIP5 daily data on single levels: 'projections-cmip5-daily-single-levels' | '2m_temperature' | 'zip' | 'historical' | 'r1i1p1' | '19750101-19991231' | 'access1_3' |
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CMIP5 monthly data on single levels: 'projections-cmip5-monthly-single-levels' | '10m_wind_speed' | 'zip' | 'amip' | 'r1i1p1' | '197901-200812' | 'cnrm_cm5' |
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CMIP5 daily data on pressure levels: 'projections-cmip5-daily-pressure-levels' | 'u_component_of_wind' | 'zip' | 'historical' | 'r1i1p1' | '20050101-20051231' | 'access1_0' |
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CMIP5 monthly data on pressure levels: 'projections-cmip5-monthly-pressure-levels' | 'u_component_of_wind' | 'tgz' | 'rcp_2_6' | 'r3i1p1' | '200601-210012' | 'ipsl_cm5a_lr' |
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