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Get data from fedeo_ceda using EODAG#

This tutorial will show you how to use EODAG to search and download data from the fedeo_ceda provider.

[1]:
from eodag import EODataAccessGateway

dag = EODataAccessGateway()

List product types#

list all the product types available from the fedeo_ceda provider.

[2]:
product_types = dag.list_product_types(provider="fedeo_ceda")
[pt["ID"] for pt in product_types]
[2]:
['AATSR_ADV_L2_V2.31',
 'AATSR_ADV_L3_V2.31',
 'AATSR_ENS_L2_V2.6',
 'AATSR_ENS_L3_V2.6',
 'AATSR_ORAC_L2_V4.01',
 'AATSR_ORAC_L3_V4.01',
 'AATSR_SU_L2_V4.3',
 'AATSR_SU_L3_V4.3',
 'ACTIVE_LAYER_THICKNESS_L4_AREA4_PP_V03.0',
 'ACTIVE_LAYER_THICKNESS_L4_AREA4_PP_V04.0',
 'ACTIVE_LAYER_THICKNESS_L4_AREA4_PP_V05.0_ANTARCTICA',
 'ACTIVE_LAYER_THICKNESS_L4_AREA4_PP_V05.0_NORTHERN_HEMISPHERE',
 'AGB_MAPS_V2.0',
 'AGB_MAPS_V3.0',
 'AGB_MAPS_V4.0',
 'AGB_MAPS_V5.01',
 'AGB_MAPS_V6.0',
 'AQUA_MODIS_L3C_0.01_V3.00_DAILY',
 'AQUA_MODIS_L3C_0.01_V3.00_MONTHLY',
 'ARCTIC_MSLA_20161024',
 'ATSR2_ADV_L2_V2.31',
 'ATSR2_ADV_L3_V2.31',
 'ATSR2_ENS_L2_V2.6',
 'ATSR2_ENS_L3_V2.6',
 'ATSR2_ORAC_L2_V4.01',
 'ATSR2_ORAC_L3_V4.01',
 'ATSR2_SU_L2_V4.3',
 'ATSR2_SU_L3_V4.3',
 'BURNED_AREA_AVHRR-LTDR_GRID_V1.1',
 'BURNED_AREA_AVHRR-LTDR_PIXEL_V1.1',
 'BURNED_AREA_MODIS_GRID_V5.1',
 'BURNED_AREA_MODIS_PIXEL_V5.1',
 'BURNED_AREA_SENTINEL3_SYN_GRID_V1.1',
 'BURNED_AREA_SENTINEL3_SYN_PIXEL_V1.1',
 'BURNED_AREA_SFDL_V1.0_PIXEL',
 'BURNED_AREA_SFD_AFRICA_SENTINEL2_GRID_V1.1',
 'BURNED_AREA_SFD_AFRICA_SENTINEL2_GRID_V2.0',
 'BURNED_AREA_SFD_AFRICA_SENTINEL2_PIXEL_V1.1',
 'BURNED_AREA_SFD_AFRICA_SENTINEL2_PIXEL_V2.0',
 'CCI_PLUS_CH4_GO2_SRFP_V1.0',
 'CCI_PLUS_CH4_GO2_SRFP_V2.0.2',
 'CCI_PLUS_CH4_GO2_SRFP_V2.0.3',
 'CCI_PLUS_CH4_GO2_SRPR_V1.0',
 'CCI_PLUS_CH4_GO2_SRPR_V2.0.2',
 'CCI_PLUS_CH4_GO2_SRPR_V2.0.3',
 'CCI_PLUS_CH4_S5P_WFMD_V1.8',
 'CCI_PLUS_CH4_S5P_WFMD_V1.8_EXTENDED_JUNE2024',
 'CCI_PLUS_CO2_GO2_SRFP_V1.0',
 'CCI_PLUS_CO2_GO2_SRFP_V2.0.2',
 'CCI_PLUS_CO2_GO2_SRFP_V2.0.3',
 'CCI_PLUS_CO2_OC2_FOCA_V10.1',
 'CCI_PLUS_CO2_OC2_FOCA_V11.0',
 'CCI_PLUS_CO2_TAN_OCFP_V1.0',
 'CCI_PLUS_CO2_TAN_OCFP_V1.0_GLOBAL_LAND',
 'CCI_PLUS_CO2_TAN_OCFP_V1.2',
 'CDR_V2_ANALYSIS_L4_V2.1',
 'CDR_V2_ATSR_L2P_V2.1',
 'CDR_V2_ATSR_L3C_V2.1',
 'CDR_V2_ATSR_L3U_V2.1',
 'CDR_V2_AVHRR_L2P_V2.1',
 'CDR_V2_AVHRR_L3C_V2.1',
 'CDR_V2_AVHRR_L3U_V2.1',
 'CDR_V2_CLIMATOLOGY_L4_V2.2',
 'CRDP_4_EMMA_CH4_V1.2',
 'CRDP_4_EMMA_CO2_V2.2',
 'CRDP_4_GOSAT_CH4_GOS_OCFP_V2.1',
 'CRDP_4_GOSAT_CH4_GOS_OCPR_V7.0',
 'CRDP_4_GOSAT_CH4_GOS_SRFP_V2.3.8',
 'CRDP_4_GOSAT_CH4_GOS_SRPR_V2.3.8',
 'CRDP_4_GOSAT_CO2_GOS_OCFP_V7.0',
 'CRDP_4_GOSAT_CO2_GOS_SRFP_V2.3.8',
 'CRDP_4_SCIAMACHY_CH4_SCI_IMAP_V7.2',
 'CRDP_4_SCIAMACHY_CH4_SCI_WFMD_V4.0',
 'CRDP_4_SCIAMACHY_CO2_SCI_BESD_V02.01.02',
 'CRDP_4_SCIAMACHY_CO2_SCI_WFMD_V4.0',
 'DAILY_FILES_ACTIVE_V05.2',
 'DAILY_FILES_ACTIVE_V05.3',
 'DAILY_FILES_ACTIVE_V06.1',
 'DAILY_FILES_ACTIVE_V06.2',
 'DAILY_FILES_ACTIVE_V07.1',
 'DAILY_FILES_ACTIVE_V08.1',
 'DAILY_FILES_ACTIVE_V09.1',
 'DAILY_FILES_BREAK_ADJUSTED_COMBINED_V06.1',
 'DAILY_FILES_BREAK_ADJUSTED_COMBINED_V07.1',
 'DAILY_FILES_COMBINED_V05.2',
 'DAILY_FILES_COMBINED_V05.3',
 'DAILY_FILES_COMBINED_V06.1',
 'DAILY_FILES_COMBINED_V06.2',
 'DAILY_FILES_COMBINED_V07.1',
 'DAILY_FILES_COMBINED_V08.1',
 'DAILY_FILES_COMBINED_V09.1',
 'DAILY_FILES_PASSIVE_V05.2',
 'DAILY_FILES_PASSIVE_V05.3',
 'DAILY_FILES_PASSIVE_V06.1',
 'DAILY_FILES_PASSIVE_V06.2',
 'DAILY_FILES_PASSIVE_V07.1',
 'DAILY_FILES_PASSIVE_V08.1',
 'DAILY_FILES_PASSIVE_V09.1',
 'DRIFT_AWARE_SEA_ICE_THICKNESS_L3C_CRYOSAT_V1.0_NH',
 'DRIFT_AWARE_SEA_ICE_THICKNESS_L3C_ENVISAT_V1.0_NH',
 'DTU_TUM_ARCTIC_ANTARCTIC_MSLA_20170720',
 'ENVISAT_ATSR_L3C_0.01_V3.00_DAILY',
 'ENVISAT_ATSR_L3C_0.01_V3.00_MONTHLY',
 'ERS-2_ATSR_L3C_0.01_V3.00_DAILY',
 'ERS-2_ATSR_L3C_0.01_V3.00_MONTHLY',
 'FCDR_V2.0',
 'GIEMS_METHANE_CENTRIC_V1.0',
 'GMPE_CDR_V2_L4_V2.0',
 'GOES_IMAGER_ABI_L3C_V1.00_MONTHLY',
 'GOES_IMAGER_ABI_L3U_V1.00',
 'GOMOS_AERGOM_L3_V3.00',
 'GRAVIMETRIC_MASS_BALANCE_BASIN_V3.0',
 'GRAVIMETRIC_MASS_BALANCE_GRIDDED_V3.0',
 'GREENLAND_CALVING_FRONT_LOCATIONS_V3.0',
 'GREENLAND_GRAVIMETRIC_MASS_BALANCE_DTU_SPACE_V1.4',
 'GREENLAND_GRAVIMETRIC_MASS_BALANCE_DTU_SPACE_V1.5',
 'GREENLAND_GRAVIMETRIC_MASS_BALANCE_DTU_SPACE_V2.2',
 'GREENLAND_GRAVIMETRIC_MASS_BALANCE_DTU_SPACE_V3.0',
 'GREENLAND_GRAVIMETRIC_MASS_BALANCE_TU_DRESDEN_V1.2',
 'GREENLAND_GRAVIMETRIC_MASS_BALANCE_TU_DRESDEN_V1.3',
 'GREENLAND_GROUNDING_LINE_LOCATIONS_V1.3',
 'GREENLAND_ICE_VELOCITY_GREENLAND_ICE_VELOCITY_MAP_WINTER_2013_2014_V1.0',
 'GREENLAND_ICE_VELOCITY_GREENLAND_ICE_VELOCITY_MAP_WINTER_2014_2015_V1.0',
 'GREENLAND_ICE_VELOCITY_GREENLAND_ICE_VELOCITY_MAP_WINTER_2015_2016_V1.2',
 'GREENLAND_ICE_VELOCITY_GREENLAND_ICE_VELOCITY_MAP_WINTER_2016_2017_V1.0',
 'GREENLAND_ICE_VELOCITY_GREENLAND_ICE_VELOCITY_MAP_WINTER_2017_2018_V1.0',
 'GREENLAND_ICE_VELOCITY_GREENLAND_IV_250M_CSK_JAKOBSHAVN_V1.0',
 'GREENLAND_ICE_VELOCITY_GREENLAND_IV_250M_S1_79FJORD_V1.1',
 'GREENLAND_ICE_VELOCITY_GREENLAND_IV_250M_S1_HAGEN_V1.1',
 'GREENLAND_ICE_VELOCITY_GREENLAND_IV_250M_S1_HELHEIM_V1.1',
 'GREENLAND_ICE_VELOCITY_GREENLAND_IV_250M_S1_JAKOBSHAVN_V1.1',
 'GREENLAND_ICE_VELOCITY_GREENLAND_IV_250M_S1_KANGERLUSSUAQ_V1.1',
 'GREENLAND_ICE_VELOCITY_GREENLAND_IV_250M_S1_PETERMANN_V1.1',
 'GREENLAND_ICE_VELOCITY_GREENLAND_IV_250M_S1_STORSTROEMMEN_V1.1',
 'GREENLAND_ICE_VELOCITY_GREENLAND_IV_250M_S1_UPERNAVIK_V1.1',
 'GREENLAND_ICE_VELOCITY_GREENLAND_IV_250M_S1_ZACHARIAE_V1.1',
 'GREENLAND_ICE_VELOCITY_GREENLAND_IV_50M_S2_79FJORD_V1.1',
 'GREENLAND_ICE_VELOCITY_GREENLAND_IV_50M_S2_DOCKER_SMITH_V1.0',
 'GREENLAND_ICE_VELOCITY_GREENLAND_IV_50M_S2_HAGEN_V1.1',
 'GREENLAND_ICE_VELOCITY_GREENLAND_IV_50M_S2_HELHEIM_V1.1',
 'GREENLAND_ICE_VELOCITY_GREENLAND_IV_50M_S2_JAKOBSHAVN_V1.1',
 'GREENLAND_ICE_VELOCITY_GREENLAND_IV_50M_S2_KANGERDLUGSSUAQ_V1.1',
 'GREENLAND_ICE_VELOCITY_GREENLAND_IV_50M_S2_PETERMANN_V1.1',
 'GREENLAND_ICE_VELOCITY_GREENLAND_IV_50M_S2_UPERNAVIK_V1.1',
 'GREENLAND_ICE_VELOCITY_GREENLAND_IV_50M_S2_ZACHARIAE_V1.1',
 'GREENLAND_ICE_VELOCITY_GREENLAND_IV_HAGEN_TIMESERIES_V1.1',
 'GREENLAND_ICE_VELOCITY_GREENLAND_IV_HELHEIM_TIMESERIES_V1.1',
 'GREENLAND_ICE_VELOCITY_GREENLAND_IV_JAKOBSHAVN_TIMESERIES_V1.2',
 'GREENLAND_ICE_VELOCITY_GREENLAND_IV_KANGERLUSSUAQ_TIMESERIES_V1.0',
 'GREENLAND_ICE_VELOCITY_GREENLAND_IV_PETERMANN_TIMESERIES_V1.1',
 'GREENLAND_ICE_VELOCITY_GREENLAND_IV_STORSTROMMEN_TIMESERIES_V1.1',
 'GREENLAND_ICE_VELOCITY_GREENLAND_IV_UPERNAVIK_TIMESERIES_V1.2',
 'GREENLAND_ICE_VELOCITY_GREENLAND_IV_ZACHARIAE_79FJORD_TIMESERIES_V1.1',
 'GREENLAND_ICE_VELOCITY_GREENLAND_MARGIN_ERS2_1995_1996_V1.1',
 'GREENLAND_ICE_VELOCITY_GREENLAND_MARGIN_PALSAR_TIMESERIES_2006_2011_V1.1',
 'GREENLAND_ICE_VELOCITY_GREENLAND_NORTHERN_DRAINAGE_BASINS_ERS1_WINTER_1991_1992_V1.1',
 'GREENLAND_ML_CALVING_FRONT_LOCATIONS_V1.0',
 'GREENLAND_SURFACE_ELEVATION_CHANGE_CRYOSAT2_V2.2',
 'GREENLAND_SURFACE_ELEVATION_CHANGE_SARAL-ALTIKA_V0.1',
 'GREENLAND_SURFACE_ELEVATION_CHANGE_V1.2',
 'GROUNDING_LINE_LOCATIONS_KEY_GLACIERS_V2.0',
 'GROUND_TEMPERATURE_L4_AREA4_PP_V03.0',
 'GROUND_TEMPERATURE_L4_AREA4_PP_V04.0',
 'GROUND_TEMPERATURE_L4_AREA4_PP_V05.0_ANTARCTICA',
 'GROUND_TEMPERATURE_L4_AREA4_PP_V05.0_NORTHERN_HEMISPHERE',
 'ICE_VELOCITY_ANTARCTIC_ICE_SHEET_SENTINEL_1_MONTHLY_V1.0',
 'IIML_GREENLAND_V1_2017',
 'IND_V2.0',
 'L3S_VP_PRODUCTS_V1.0',
 'L4_MSLA_V2.0',
 'LAKE_PRODUCTS_L3S_V1.0',
 'LAKE_PRODUCTS_L3S_V1.1',
 'LAKE_PRODUCTS_L3S_V2.0.2',
 'LAKE_PRODUCTS_L3S_V2.1',
 'LAND_COVER_MAPS_A01_AFRICA_HISTORICAL_V1.2_GEOTIFF',
 'LAND_COVER_MAPS_A01_AFRICA_STATIC_V1.2_GEOTIFF_HRLC10',
 'LAND_COVER_MAPS_A02_AMAZONIA_HISTORICAL_V1.2_GEOTIFF',
 'LAND_COVER_MAPS_A02_AMAZONIA_STATIC_V1.2_GEOTIFF_HRLC10',
 'LAND_COVER_MAPS_A03_SIBERIA_HISTORICAL_V1.2_GEOTIFF',
 'LAND_COVER_MAPS_A03_SIBERIA_STATIC_V1.2_GEOTIFF_HRLC10',
 'LAND_COVER_MAPS_V2.0.7',
 'LIMB_PROFILES_L3_ACE_FTS_SCISAT_MONTHLY_ZONAL_MEAN_V0001',
 'LIMB_PROFILES_L3_GOMOS_ENVISAT_MONTHLY_ZONAL_MEAN_V0001',
 'LIMB_PROFILES_L3_MEGRIDOP_MONTHLY_ZONAL_MEAN_V0001',
 'LIMB_PROFILES_L3_MERGED_MERGED_MONTHLY_ZONAL_MEAN_V0002',
 'LIMB_PROFILES_L3_MERGED_MERGED_SEMI_MONTHLY_MEAN_V0002',
 'LIMB_PROFILES_L3_MERGED_SAGE_CCI_OMPS_MONTHLY_ZONAL_MEAN_V0002',
 'LIMB_PROFILES_L3_MIPAS_ENVISAT_MONTHLY_ZONAL_MEAN_V0001',
 'LIMB_PROFILES_L3_OSIRIS_MONTHLY_ZONAL_MEAN_V0001',
 'LIMB_PROFILES_L3_SCIAMACHY_ENVISAT_MONTHLY_ZONAL_MEAN_V0001',
 'LIMB_PROFILES_L3_SMR_ODIN_544_6_MONTHLY_ZONAL_MEAN_V0001',
 'LIMB_PROFILES_L3_SMR_ODIN_MONTHLY_ZONAL_MEAN_V0001',
 'LT_ANALYSIS_L4_V01.1',
 'MERIS_ALAMO_L2_V2.2',
 'MERIS_ALAMO_L3_V2.2',
 'METOPA_AVHRR_L3C_0.01_V1.10_DAILY',
 'MS_UVAI_L3_V1.7',
 'MTSAT_JAMI_L3C_V1.00_MONTHLY',
 'MULTISENSOR_IRCDR_L3S_0.01_V2.00_DAILY',
 'MULTISENSOR_IRCDR_L3S_0.01_V2.00_MONTHLY',
 'MULTISENSOR_IRMGP_L3S_0.05_V1.00_DAILY',
 'MULTISENSOR_IRMGP_L3S_0.05_V1.00_MONTHLY',
 'NADIR_PROFILES_L3_MERGED_V0002',
 'NOT_AVAILABLE',
 'OBS4MIPS_DWD_ESACCI-CLOUD-ATSR2-AATSR-3-0_MON',
 'OBS4MIPS_DWD_ESACCI-CLOUD-AVHRR-AM-3-0_MON',
 'OBS4MIPS_DWD_ESACCI-CLOUD-AVHRR-PM-3-0_MON',
 'OBS4MIPS_UREADING_ESA-CCI-SST-V2-1_MON_TOS_GN_V20201130',
 'PERMAFROST_EXTENT_L4_AREA4_PP_V03.0',
 'PERMAFROST_EXTENT_L4_AREA4_PP_V04.0',
 'PERMAFROST_EXTENT_L4_AREA4_PP_V05.0_ANTARCTICA',
 'PERMAFROST_EXTENT_L4_AREA4_PP_V05.0_NORTHERN_HEMISPHERE',
 'PFT_V2.0.8',
 'PHASE-2_L3C_MERIS-AATSR_V2.0',
 'PHASE-2_L3C_MODIS-AQUA_V2.0',
 'PHASE-2_L3C_MODIS-TERRA_V2.0',
 'RANDOLPH_GLACIER_INVENTORY_GRIDDED_V5.0',
 'RD_RD-ALTI_V1.0',
 'RD_RD-COMBINED_V1.0',
 'RD_RD-MULTI_V1.2',
 'SCFG_AATSR_V1.0',
 'SCFG_ATSR-2_V1.0',
 'SCFG_AVHRR_MERGED_V2.0',
 'SCFG_AVHRR_SINGLE_V3.0',
 'SCFG_CRYOCLIM_V1.0',
 'SCFG_MODIS_V2.0',
 'SCFG_MODIS_V3.0',
 'SCFV_AATSR_V1.0',
 'SCFV_ATSR-2_V1.0',
 'SCFV_AVHRR_MERGED_V2.0',
 'SCFV_AVHRR_SINGLE_V3.0',
 'SCFV_MODIS_V2.0',
 'SCFV_MODIS_V3.0',
 'SEA_ICE_CONCENTRATION_L3C_ESMR_25KM_V1.0',
 'SEA_ICE_CONCENTRATION_L3C_ESMR_25KM_V1.1',
 'SEA_ICE_CONCENTRATION_L4_AMSR_25KM_V2.1',
 'SEA_ICE_CONCENTRATION_L4_AMSR_50KM_V2.1',
 'SEA_ICE_CONCENTRATION_L4_SSMI_SSMIS_12.5KM_V3.0',
 'SEA_ICE_THICKNESS_L2P_CRYOSAT2_V2.0_NH',
 'SEA_ICE_THICKNESS_L2P_CRYOSAT2_V2.0_SH',
 'SEA_ICE_THICKNESS_L2P_CRYOSAT2_V3.0_NH',
 'SEA_ICE_THICKNESS_L2P_CRYOSAT2_V3.0_SH',
 'SEA_ICE_THICKNESS_L2P_ENVISAT_V2.0_NH',
 'SEA_ICE_THICKNESS_L2P_ENVISAT_V2.0_SH',
 'SEA_ICE_THICKNESS_L2P_ENVISAT_V3.0_NH',
 'SEA_ICE_THICKNESS_L2P_ENVISAT_V3.0_SH',
 'SEA_ICE_THICKNESS_L3C_CRYOSAT2_V2.0_NH',
 'SEA_ICE_THICKNESS_L3C_CRYOSAT2_V2.0_SH',
 'SEA_ICE_THICKNESS_L3C_CRYOSAT2_V3.0_NH',
 'SEA_ICE_THICKNESS_L3C_CRYOSAT2_V3.0_SH',
 'SEA_ICE_THICKNESS_L3C_ENVISAT_V2.0_NH',
 'SEA_ICE_THICKNESS_L3C_ENVISAT_V2.0_SH',
 'SEA_ICE_THICKNESS_L3C_ENVISAT_V3.0_NH',
 'SEA_ICE_THICKNESS_L3C_ENVISAT_V3.0_SH',
 'SENTINEL3A_SLSTR_L3C_0.01_V3.00_DAILY',
 'SENTINEL3A_SLSTR_L3C_0.01_V3.00_MONTHLY',
 'SENTINEL3B_SLSTR_L3C_0.01_V3.00_DAILY',
 'SENTINEL3B_SLSTR_L3C_0.01_V3.00_MONTHLY',
 'SSMI_SSMIS_L3C_V2.33',
 'SWE_MERGED_V2.0',
 'SWE_MERGED_V3.1',
 'SWE_MERGED_V4.0',
 'TCWV-LAND_L3_V3.2_0.05DEG_DAILY',
 'TCWV-LAND_L3_V3.2_0.05DEG_MONTHLY',
 'TCWV-LAND_L3_V3.2_0.5DEG_DAILY',
 'TCWV-LAND_L3_V3.2_0.5DEG_MONTHLY',
 'TERRA_MODIS_L3C_0.01_V3.00_DAILY',
 'TERRA_MODIS_L3C_0.01_V3.00_MONTHLY',
 'TIMESERIES_SLB_ELEMENTS_V2.2',
 'TOTAL_COLUMNS_L3_MERGED_V0100',
 'V02.31_30DAYS',
 'V02.31_7DAYS',
 'V03.21_30DAYS',
 'V03.21_7DAYS',
 'V04.41_GLOBALV4.41_30DAYS',
 'V04.41_GLOBALV4.41_7DAYS',
 'V04.41_NHV4.41_30DAYS',
 'V04.41_NHV4.41_7DAYS',
 'V04.41_SHV4.41_30DAYS',
 'V04.41_SHV4.41_7DAYS',
 'V05.5_GLOBALV5.5_30DAYS',
 'V05.5_GLOBALV5.5_7DAYS',
 'V05.5_NHV5.5_30DAYS',
 'V05.5_NHV5.5_7DAYS',
 'V05.5_SHV5.5_30DAYS',
 'V05.5_SHV5.5_7DAYS',
 'V3_RELEASE_ALTIMETER_L2P',
 'V3_RELEASE_ALTIMETER_L3_V3.0',
 'V3_RELEASE_ALTIMETER_L4_V3.0',
 'V3_RELEASE_INSITU_MICROSEISM_V1.0',
 'V3_RELEASE_SAR_L2P_ENVISAT_ISSP_V1.1',
 'V3_RELEASE_SAR_L2P_SENTINEL1_ISSP_V1.0',
 'V3_RELEASE_SAR_L2P_SENTINEL1_SWH_V1.0',
 'V6.0-RELEASE_CLIMATOLOGY_NETCDF_MONTHLY_V6.0',
 'V6.0-RELEASE_GEOGRAPHIC_NETCDF_ALL_PRODUCTS',
 'V6.0-RELEASE_GEOGRAPHIC_NETCDF_CHLOR_A',
 'V6.0-RELEASE_GEOGRAPHIC_NETCDF_IOP',
 'V6.0-RELEASE_GEOGRAPHIC_NETCDF_KD',
 'V6.0-RELEASE_GEOGRAPHIC_NETCDF_RRS',
 'V6.0-RELEASE_SINUSOIDAL_NETCDF_ALL_PRODUCTS',
 'V6.0-RELEASE_SINUSOIDAL_NETCDF_CHLOR_A',
 'V6.0-RELEASE_SINUSOIDAL_NETCDF_IOP',
 'V6.0-RELEASE_SINUSOIDAL_NETCDF_KD',
 'V6.0-RELEASE_SINUSOIDAL_NETCDF_RRS',
 'VERSION3_L3C_ATSR2-AATSR_V3.0',
 'VERSION3_L3C_AVHRR-AM_V3.0',
 'VERSION3_L3C_AVHRR-PM_V3.0',
 'VERTICAL_LAND_MOTIONS_TUM_MAPS_V1',
 'WATER_BODIES_V4.0',
 'WL_V1.1',
 'WV-STRATO_L3S_V3.3',
 'XTRACK_ALES_SLA_ENVISAT_SARAL_SLA_V1.1',
 'XTRACK_ALES_SLA_TRENDS_SELECTEDSITES_V2.2']

Search data#

With one of the product types listed above, you can search for data.

[3]:
products = dag.search(
    provider="fedeo_ceda",
    start="2008-01-01",
    end="2009-12-31",
    productType="SEA_ICE_THICKNESS_L3C_ENVISAT_V3.0_SH",
)
products
[3]:
SearchResult (20)
0  EOProduct(id=f4e5c7465abb04639aefd4b6d19af7b47273480f, provider=fedeo_ceda)
EOProduct
provider: 'fedeo_ceda',
product_type: 'SEA_ICE_THICKNESS_L3C_ENVISAT_V3.0_SH',
properties["id"]: 'f4e5c7465abb04639aefd4b6d19af7b47273480f',
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completionTimeFromAscendingNode: '2009-08-31T23:59:59.999999',
id: 'da6e8b158b906f632c101e6bef3e9f6c2e41d96a',
downloadLink: 'https://fedeo.ceos.org/collections/ab6a05baacce4c848d137a0bc9921e6e/items/da6e8b158b906f632c101e6bef3e9f6c2e41d96a?httpAccept=application/geo%2Bjson;profile=https://stacspec.org',
storageStatus: 'ONLINE',
start_datetime: '2009-08-01T00:00:00',
}
assets: (2)
'ESACCI-SEAICE-L3C-SITHICK-RA2_ENVISAT-SH_50KM_EASE2-2002-2012-fv3p0-kr1.0.json':  { 'roles': '['metadata']',  'type': 'application/octet-stream',  'title': 'Kerchunk',  ... } {
roles: ['metadata' ],
href: 'https://data.cci.ceda.ac.uk/thredds/fileServer/esacci/sea_ice/metadata/kerchunk/sea_ice_thickness/L3C/envisat/v3.0/SH/ESACCI-SEAICE-L3C-SITHICK-RA2_ENVISAT-SH_50KM_EASE2-2002-2012-fv3p0-kr1.0.json',
type: 'application/octet-stream',
title: 'Kerchunk',
}
'ESACCI-SEAICE-L3C-SITHICK-RA2_ENVISAT-SH_50KM_EASE2-200908-fv3p0.nc':  { 'roles': '['data']',  'type': 'application/x-netcdf',  'title': 'Download',  ... } {
roles: ['data' ],
href: 'https://data.cci.ceda.ac.uk/thredds/fileServer/esacci/sea_ice/data/sea_ice_thickness/L3C/envisat/v3.0/SH/2009/ESACCI-SEAICE-L3C-SITHICK-RA2_ENVISAT-SH_50KM_EASE2-200908-fv3p0.nc',
type: 'application/x-netcdf',
title: 'Download',
}
geometry

Open dataset with to_xarray from eodag-cube and plot over a map using cartopy#

[4]:
# Get XarrayDict
xd = products[0].to_xarray()
xd
[4]:
XarrayDict (1)
'ESACCI-SEAICE-L3C-SITHICK-RA2_ENVISAT-SH_50KM_EASE2-200801-fv3p0.nc':  xarray.Dataset (yc: 216, xc: 216, time: 1, nv: 2)  Size: 3MB
<xarray.Dataset> Size: 3MB
Dimensions:                        (yc: 216, xc: 216, time: 1, nv: 2)
Coordinates:
    lat                            (yc, xc) float64 373kB ...
    lon                            (yc, xc) float64 373kB ...
  * time                           (time) datetime64[ns] 8B 2008-01-01
  * xc                             (xc) float64 2kB -5.375e+03 ... 5.375e+03
  * yc                             (yc) float64 2kB 5.375e+03 ... -5.375e+03
Dimensions without coordinates: nv
Data variables: (12/14)
    quality_flag                   (time, yc, xc) int8 47kB ...
    radar_freeboard                (time, yc, xc) float32 187kB ...
    radar_freeboard_uncertainty    (time, yc, xc) float32 187kB ...
    region_code                    (time, yc, xc) int8 47kB ...
    sea_ice_concentration          (time, yc, xc) float32 187kB ...
    sea_ice_freeboard              (time, yc, xc) float32 187kB ...
    ...                             ...
    sea_ice_thickness_uncertainty  (time, yc, xc) float32 187kB ...
    snow_depth                     (time, yc, xc) float32 187kB ...
    snow_depth_uncertainty         (time, yc, xc) float32 187kB ...
    status_flag                    (time, yc, xc) int8 47kB ...
    time_bnds                      (time, nv) datetime64[ns] 16B ...
    Lambert_Azimuthal_Grid         int8 1B ...
Attributes: (12/54)
    title:                            ESACCI-SEAICE-L3C-SITHICK-RA2_ENVISAT-S...
    institution:                      Alfred-Wegener-Institut Helmholtz Zentr...
    source:                           Altimetry: envisat, Snow depth: ESA-SIC...
    platform:                         None
    sensor:                           RA-2
    history:                          20240220T162330Z - Product generated wi...
    ...                               ...
    modificationDate:                 2024-03-14T12:00:25
    startTimeFromAscendingNode:       2008-01-01T00:00:00
    completionTimeFromAscendingNode:  2008-01-31T23:59:59.999999
    downloadLink:                     https://fedeo.ceos.org/collections/ab6a...
    storageStatus:                    ONLINE
    start_datetime:                   2008-01-01T00:00:00
[5]:
# Dataset from XarrayDict first value
ds = next(iter(xd.values()))
ds
[5]:
<xarray.Dataset> Size: 3MB
Dimensions:                        (yc: 216, xc: 216, time: 1, nv: 2)
Coordinates:
    lat                            (yc, xc) float64 373kB ...
    lon                            (yc, xc) float64 373kB ...
  * time                           (time) datetime64[ns] 8B 2008-01-01
  * xc                             (xc) float64 2kB -5.375e+03 ... 5.375e+03
  * yc                             (yc) float64 2kB 5.375e+03 ... -5.375e+03
Dimensions without coordinates: nv
Data variables: (12/14)
    quality_flag                   (time, yc, xc) int8 47kB ...
    radar_freeboard                (time, yc, xc) float32 187kB ...
    radar_freeboard_uncertainty    (time, yc, xc) float32 187kB ...
    region_code                    (time, yc, xc) int8 47kB ...
    sea_ice_concentration          (time, yc, xc) float32 187kB ...
    sea_ice_freeboard              (time, yc, xc) float32 187kB ...
    ...                             ...
    sea_ice_thickness_uncertainty  (time, yc, xc) float32 187kB ...
    snow_depth                     (time, yc, xc) float32 187kB ...
    snow_depth_uncertainty         (time, yc, xc) float32 187kB ...
    status_flag                    (time, yc, xc) int8 47kB ...
    time_bnds                      (time, nv) datetime64[ns] 16B ...
    Lambert_Azimuthal_Grid         int8 1B ...
Attributes: (12/54)
    title:                            ESACCI-SEAICE-L3C-SITHICK-RA2_ENVISAT-S...
    institution:                      Alfred-Wegener-Institut Helmholtz Zentr...
    source:                           Altimetry: envisat, Snow depth: ESA-SIC...
    platform:                         None
    sensor:                           RA-2
    history:                          20240220T162330Z - Product generated wi...
    ...                               ...
    modificationDate:                 2024-03-14T12:00:25
    startTimeFromAscendingNode:       2008-01-01T00:00:00
    completionTimeFromAscendingNode:  2008-01-31T23:59:59.999999
    downloadLink:                     https://fedeo.ceos.org/collections/ab6a...
    storageStatus:                    ONLINE
    start_datetime:                   2008-01-01T00:00:00
[6]:
import matplotlib.pyplot as plt
import cartopy.crs as ccrs
import cartopy.feature as cfeature

# Take the first time DataArray for snow_depth
da = ds.snow_depth.isel(time=0)

# Use a South Polar Stereographic projection
proj = ccrs.SouthPolarStereo()

fig = plt.figure(figsize=(10, 10))
ax = plt.axes(projection=proj)

# Add coastlines, land and gridlines\n",
ax.coastlines()
ax.add_feature(cfeature.LAND, facecolor="lightgray")
ax.gridlines(draw_labels=True)

# Plot the data
pcm = ax.pcolormesh(da["lon"], da["lat"], da, transform=ccrs.PlateCarree(), cmap="rainbow")

# Colorbar
cb = plt.colorbar(pcm, ax=ax, orientation="vertical", shrink=0.7, pad=0.05)
cb.set_label(f"{da.attrs.get('long_name', 'value')} [{da.attrs.get('units', '')}]")

plt.title(da['time'].values)
plt.show()
../../_images/notebooks_tutos_tuto_fedeo_ceda_9_0.png

Download data#

[7]:
path = products[0].download(output_dir="/tmp")
path
[7]:
'/tmp/ESACCI-SEAICE-L3C-SITHICK-RA2_ENVISAT-SH_50KM_EASE2-200801-fv3p0'
[ ]: