deltares_data
gadm
- uri:
geography/gadm/version4_1/gadm_level0.fgb
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 83.658}}
- notes:
last downloaded 2023-12-18; license required for commercial use
- processing_script:
geography/gadm/version4_1/run_dissolve_level_0.sh
- url:
- author:
gadm
- license:
gadm_level1
- uri:
geography/gadm/version4_1/gadm_level1.fgb
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 83.658}}
- notes:
last downloaded 2023-12-18; license required for commercial use
- processing_script:
geography/gadm/version4_1/run_dissolve_level_1.sh
- url:
- author:
gadm
- license:
gadm_level2
- uri:
geography/gadm/version4_1/gadm_level2.fgb
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 83.658}}
- notes:
last downloaded 2023-12-18; license required for commercial use
- processing_script:
geography/gadm/version4_1/run_dissolve_level_2.sh
- url:
- author:
gadm
- license:
gadm_level3
- uri:
geography/gadm/version4_1/gadm_level3.fgb
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 83.658}}
- notes:
last downloaded 2023-12-18; license required for commercial use
- processing_script:
geography/gadm/version4_1/run_dissolve_level_3.sh
- url:
- author:
gadm
- license:
osm_coastlines
- uri:
geography/osm/osm_coastlines-db.fgb
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -78.733, ‘East’: 180.0, ‘North’: 90.0}}
- notes:
OpenStreetMap coastlines water polygons, last updated 2020-01-09T05:29
- url:
- author:
OpenStreetMap
- license:
ODbL
osm_landareas
- uri:
geography/osm/osm_landareas-db.fgb
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 83.666}}
- notes:
OpenStreetMap coastlines land polygons, last updated 2020-01-09T05:29
- url:
- author:
OpenStreetMap
- license:
ODbL
grwl_mask
- uri:
hydrography/grwl/tindex.gpkg
- data_type:
RasterDataset
- driver:
RasterioDriver
- nodata:
0
- paper_doi:
10.1126/science.aat0636
- paper_ref:
Allen and Pavelsky (2018)
- url:
- license:
CC BY 4.0
gswo
- uri:
hydrography/gswo/occur.vrt
- data_type:
RasterDataset
- driver:
RasterioDriver
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -60.0, ‘East’: 180.0, ‘North’: 80.0}}
- nodata:
255
- paper_doi:
10.1038/nature20584
- paper_ref:
Pekel et al. (2016)
- url:
hydro_basin_atlas_level12
- uri:
hydrography/hydro_atlas/basin_atlas_v10.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -55.988, ‘East’: 180.001, ‘North’: 83.626}}
- notes:
renaming and units might require some revision
- paper_doi:
10.1038/s41597-019-0300-6
- paper_ref:
Linke et al. (2019)
- url:
- license:
CC BY 4.0
hydro_lake_atlas_pol
- uri:
hydrography/hydro_atlas/lake_atlas_v10.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -55.865, ‘East’: 180.0, ‘North’: 83.576}}
- notes:
renaming and units might require some revision
- paper_doi:
10.1038/s41597-022-01425-z
- paper_ref:
Lehner et al. (2022)
- url:
- license:
CC BY 4.0
hydro_river_atlas
- uri:
hydrography/hydro_atlas/river_atlas_v10.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -179.998, ‘South’: -55.877, ‘East’: 179.998, ‘North’: 83.59}}
- notes:
renaming and units might require some revision
- paper_doi:
10.1038/s41597-019-0300-6
- paper_ref:
Linke et al. (2019)
- url:
- license:
CC BY 4.0
hydro_rivers_lin
- uri:
hydrography/rivers_lin2019/rivers_ge30m.fgb
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- extent:
{‘bbox’: {‘West’: -177.204, ‘South’: -55.414, ‘East’: 180.237, ‘North’: 82.112}}
- paper_doi:
10.5281/zenodo.3552776
- paper_ref:
Lin et al. (2019)
- processing_notes:
hydrography/rivers_lin2019/README
- url:
- license:
CC-BY-NC 4.0
corine
- uri:
landuse/corine/CLC2018_CLC2018_V2018_20.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- extent:
{‘bbox’: {‘West’: 900000.0, ‘South’: 900000.0, ‘East’: 7400000.0, ‘North’: 5500000.0}}
- url:
https://land.copernicus.eu/pan-european/corine-land-cover/clc2018
- author:
European Environment Agency
- license:
https://land.copernicus.eu/pan-european/corine-land-cover/clc2018?tab=metadata
esa_worldcover
- uri:
landuse/esa_worldcover/esa-worldcover.vrt
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -60.0, ‘East’: 180.0, ‘North’: 84.0}, ‘time_range’: {‘start’: ‘2020-01-01’, ‘end’: ‘2020-12-31’}}
- processing_notes:
prepare vrt file with gdalbuildvrt
- url:
- license:
CC BY 4.0
globcover
- uri:
landuse/globcover/GLOBCOVER_L4_200901_200912_V2.3.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.001, ‘South’: -64.999, ‘East’: 179.999, ‘North’: 90.001}}
- paper_doi:
10.1594/PANGAEA.787668
- paper_ref:
Arino et al (2012)
- url:
p://due.esrin.esa.int/page_globcover.php
- license:
CC-BY-3.0
modis_lai
- uri:
landuse/modis/MODIS_MCD15A3H_LAI/\*.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.004, ‘South’: -90.002, ‘East’: 180.004, ‘North’: 90.002}}
- paper_doi:
10.5067/MODIS/MCD15A3H.006
- paper_ref:
Myneni et al (2015)
- processing_notes:
this dataset has been extracted from GEE (‘MODIS/006/MCD15A3H’) for the period ‘2003-01-01’, ‘2017-12-31’
- processing_script:
{‘GEE_script’: ‘landuse/modis/MODIS_MCD15A3H_LAI/GEE_MODIS_LAI.js’, ‘merge_script’: ‘landuse/modis/MODIS_MCD15A3H_LAI/merge_rasters_GEE_LAI.py’}
- url:
- license:
simard
- uri:
landuse/simard/sdat_10023_canopy_height_simard.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- paper_doi:
10.1029/2011JG001708
- paper_ref:
Simard et al (2011)
- url:
vito_2015
- uri:
landuse/vito/ProbaV_LC100_epoch2015_global_v2.0.2_discrete-classification_EPSG-4326.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -60.0, ‘East’: 180.0, ‘North’: 80.0}}
- paper_doi:
10.5281/zenodo.3939038
- paper_ref:
Buchhorn et al (2020)
- url:
vito_2016
- uri:
landuse/vito/PROBAV_LC100_global_v3.0.1_2016-conso_Discrete-Classification-map_EPSG-4326.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -60.0, ‘East’: 180.0, ‘North’: 80.0}}
- paper_doi:
10.5281/zenodo.3518026
- paper_ref:
Buchhorn et al (2020)
- url:
vito_2017
- uri:
landuse/vito/PROBAV_LC100_global_v3.0.1_2017-conso_Discrete-Classification-map_EPSG-4326.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -60.0, ‘East’: 180.0, ‘North’: 80.0}}
- paper_doi:
10.5281/zenodo.3518036
- paper_ref:
Buchhorn et al (2020)
- url:
vito_2018
- uri:
landuse/vito/PROBAV_LC100_global_v3.0.1_2018-conso_Discrete-Classification-map_EPSG-4326.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -60.0, ‘East’: 180.0, ‘North’: 80.0}}
- paper_doi:
10.5281/zenodo.3518038
- paper_ref:
Buchhorn et al (2020)
- url:
vito_2019
- uri:
landuse/vito/ProbaV_LC100_global_v3.0.1_2019-nrt_discrete-classification-map_EPSG-4326.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -60.0, ‘East’: 180.0, ‘North’: 80.0}}
- paper_doi:
10.5281/zenodo.3939050
- paper_ref:
Buchhorn et al (2020)
- url:
glofas_era5
- uri:
hydro/glofas_era5/glofas_v31_{year}.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -60.0, ‘East’: 180.0, ‘North’: 90.0}, ‘time_range’: {‘start’: ‘1980-01-01’, ‘end’: ‘2021-05-31’}}
- notes:
Extracted from Copernicus Climate Data Store
- paper_doi:
10.5194/essd-12-2043-2020
- paper_ref:
Harrigan et al. (2020)
- processing_script:
hydro/glofas_era5/glofas_cds_get.py
- url:
- license:
https://cds.climate.copernicus.eu/api/v2/terms/static/cems-floods.pdf
glofas_uparea
- uri:
hydro/glofas_era5/glofas_v31_uparea.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -60.0, ‘East’: 180.0, ‘North’: 90.0}}
- notes:
Extracted from Copernicus Climate Data Store
- paper_doi:
10.5194/essd-12-2043-2020
- paper_ref:
Harrigan et al. (2020)
- url:
- license:
https://cds.climate.copernicus.eu/api/v2/terms/static/cems-floods.pdf
SM2RAIN_ASCAT_monthly_025
- uri:
meteo/sm2rain_ascat/SM2RAIN_ASCAT_monthly_025_2007_2020.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}, ‘time_range’: {‘start’: ‘2007-01-01’, ‘end’: ‘2020-12-01’}}
- notes:
crs guessed as it is neither mentioned in the data nor in the literature, 0.25-degree resolution
- paper_doi:
10.5194/essd-11-1583-2019
- paper_ref:
Brocca et al. (2019)
- url:
- license:
SM2RAIN_ASCAT_monthly_05
- uri:
meteo/sm2rain_ascat/SM2RAIN_ASCAT_monthly_05_2007_2020.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}, ‘time_range’: {‘start’: ‘2007-01-01’, ‘end’: ‘2020-12-01’}}
- notes:
crs guessed as it is neither mentioned in the data nor in the literature, 0.5-degree resolution
- paper_doi:
10.5194/essd-11-1583-2019
- paper_ref:
Brocca et al. (2019)
- url:
- license:
chelsa
- uri:
meteo/chelsa_clim_v1.2/CHELSA_bio10_12.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 84.0}}
- paper_doi:
10.1038/sdata.2017.122
- paper_ref:
Karger et al. (2017)
- url:
p://chelsa-climate.org/downloads/
- license:
CC BY 4.0
chirps
- uri:
meteo/chirps_africa_daily_v2.0/CHIRPS_rainfall_{year}.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -20.0, ‘South’: -40.0, ‘East’: 55.0, ‘North’: 40.0}, ‘time_range’: {‘start’: ‘1981-01-02’, ‘end’: ‘2022-04-01’}}
- paper_doi:
10.1038/sdata.2015.66
- paper_ref:
Funk et al (2015)
- url:
- license:
CC
chirps_global
- uri:
meteo/chirps_global_daily_v2.0/chirps-v2.0.{year}.days_p05.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -50.0, ‘East’: 180.0, ‘North’: 50.0}, ‘time_range’: {‘start’: ‘1981-01-02’, ‘end’: ‘2023-02-01’}}
- paper_doi:
10.3133/ds832
- paper_ref:
Funk et al (2014)
- url:
- license:
CC
eobs
- uri:
meteo/eobs/\*/{variable}_ens_mean_0.1deg_reg_v29.0e.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -25.0, ‘South’: 25.0, ‘East’: 45.5, ‘North’: 71.5}, ‘time_range’: {‘start’: ‘1950-01-01’, ‘end’: ‘2024-02-01’}}
- paper_doi:
10.1029/2017JD028200
- paper_ref:
Cornes et al (2018)
- url:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- license:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- processing_script:
meteo/eobs/scripts/v29.0e_fix_qq_dims_and_match_extent.py
eobs
- uri:
meteo/eobs/\*/{variable}_ens_mean_0.1deg_reg_v29.0e.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -25.0, ‘South’: 25.0, ‘East’: 45.5, ‘North’: 71.5}, ‘time_range’: {‘start’: ‘1950-01-01’, ‘end’: ‘2024-02-01’}}
- paper_doi:
10.1029/2017JD028200
- paper_ref:
Cornes et al (2018)
- url:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- license:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- processing_script:
meteo/eobs/scripts/v29.0e_fix_qq_dims_and_match_extent.py
eobs
- uri:
meteo/eobs/\*/{variable}_ens_mean_0.1deg_reg_v29.0e.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -25.0, ‘South’: 25.0, ‘East’: 45.5, ‘North’: 71.5}, ‘time_range’: {‘start’: ‘1950-01-01’, ‘end’: ‘2024-02-01’}}
- paper_doi:
10.1029/2017JD028200
- paper_ref:
Cornes et al (2018)
- url:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- license:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- processing_script:
meteo/eobs/scripts/v29.0e_fix_qq_dims_and_match_extent.py
eobs
- uri:
meteo/eobs/\*/{variable}_ens_mean_0.1deg_reg_v29.0e.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -25.0, ‘South’: 25.0, ‘East’: 45.5, ‘North’: 71.5}, ‘time_range’: {‘start’: ‘1950-01-01’, ‘end’: ‘2024-02-01’}}
- paper_doi:
10.1029/2017JD028200
- paper_ref:
Cornes et al (2018)
- url:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- license:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- processing_script:
meteo/eobs/scripts/v29.0e_fix_qq_dims_and_match_extent.py
eobs
- uri:
meteo/eobs/\*/{variable}_ens_mean_0.1deg_reg_v29.0e.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -25.0, ‘South’: 25.0, ‘East’: 45.5, ‘North’: 71.5}, ‘time_range’: {‘start’: ‘1950-01-01’, ‘end’: ‘2024-02-01’}}
- paper_doi:
10.1029/2017JD028200
- paper_ref:
Cornes et al (2018)
- url:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- license:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- processing_script:
meteo/eobs/scripts/v29.0e_fix_qq_dims_and_match_extent.py
eobs_orography
- uri:
meteo/eobs/elev_ens_0.1deg_reg_v29.0e.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -25.0, ‘South’: 25.0, ‘East’: 45.5, ‘North’: 71.5}}
- paper_doi:
10.1029/2017JD028200
- paper_ref:
Cornes et al (2018)
- url:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- license:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
eobs_orography
- uri:
meteo/eobs/elev_ens_0.1deg_reg_v29.0e.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -25.0, ‘South’: 25.0, ‘East’: 45.5, ‘North’: 71.5}}
- paper_doi:
10.1029/2017JD028200
- paper_ref:
Cornes et al (2018)
- url:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- license:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
eobs_orography
- uri:
meteo/eobs/elev_ens_0.1deg_reg_v29.0e.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -25.0, ‘South’: 25.0, ‘East’: 45.5, ‘North’: 71.5}}
- paper_doi:
10.1029/2017JD028200
- paper_ref:
Cornes et al (2018)
- url:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- license:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
eobs_orography
- uri:
meteo/eobs/elev_ens_0.1deg_reg_v29.0e.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -25.0, ‘South’: 25.0, ‘East’: 45.5, ‘North’: 71.5}}
- paper_doi:
10.1029/2017JD028200
- paper_ref:
Cornes et al (2018)
- url:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- license:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
eobs_orography
- uri:
meteo/eobs/elev_ens_0.1deg_reg_v29.0e.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -25.0, ‘South’: 25.0, ‘East’: 45.5, ‘North’: 71.5}}
- paper_doi:
10.1029/2017JD028200
- paper_ref:
Cornes et al (2018)
- url:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- license:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
eobs_orography
- uri:
meteo/eobs/elev_ens_0.1deg_reg_v29.0e.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -25.0, ‘South’: 25.0, ‘East’: 45.5, ‘North’: 71.5}}
- paper_doi:
10.1029/2017JD028200
- paper_ref:
Cornes et al (2018)
- url:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- license:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
era5
- uri:
meteo/era5_daily.zarr
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -0.125, ‘South’: -90.125, ‘East’: 359.875, ‘North’: 90.125}, ‘time_range’: {‘start’: ‘1950-01-02’, ‘end’: ‘2023-11-30’}}
- notes:
Extracted from Copernicus Climate Data Store; resampled by Deltares to daily frequency using right label for time.
- paper_doi:
10.1002/qj.3803
- paper_ref:
Hersbach et al. (2019)
- processing_script:
https://github.com/Deltares/hydromt/blob/main/data/src/era5_download_resample_convert.py
- url:
- license:
https://cds.climate.copernicus.eu/cdsapp/#!/terms/licence-to-use-copernicus-products
era5
- uri:
meteo/era5_daily.zarr
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -0.125, ‘South’: -90.125, ‘East’: 359.875, ‘North’: 90.125}, ‘time_range’: {‘start’: ‘1950-01-02’, ‘end’: ‘2023-11-30’}}
- notes:
Extracted from Copernicus Climate Data Store; resampled by Deltares to daily frequency using right label for time.
- paper_doi:
10.1002/qj.3803
- paper_ref:
Hersbach et al. (2019)
- processing_script:
https://github.com/Deltares/hydromt/blob/main/data/src/era5_download_resample_convert.py
- url:
- license:
https://cds.climate.copernicus.eu/cdsapp/#!/terms/licence-to-use-copernicus-products
era5_hourly
- uri:
meteo/era5.zarr
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -0.125, ‘South’: -90.125, ‘East’: 359.875, ‘North’: 90.125}, ‘time_range’: {‘start’: ‘1950-01-01’, ‘end’: ‘2023-03-01’}}
- notes:
Extracted from Copernicus Climate Data Store
- paper_doi:
10.1002/qj.3803
- paper_ref:
Hersbach et al. (2019)
- url:
- license:
https://cds.climate.copernicus.eu/cdsapp/#!/terms/licence-to-use-copernicus-products
era5_hourly
- uri:
meteo/era5.zarr
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -0.125, ‘South’: -90.125, ‘East’: 359.875, ‘North’: 90.125}, ‘time_range’: {‘start’: ‘1950-01-01’, ‘end’: ‘2023-03-01’}}
- notes:
Extracted from Copernicus Climate Data Store
- paper_doi:
10.1002/qj.3803
- paper_ref:
Hersbach et al. (2019)
- url:
- license:
https://cds.climate.copernicus.eu/cdsapp/#!/terms/licence-to-use-copernicus-products
era5_orography
- uri:
meteo/era5/meta/era5_orography_2018.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -0.125, ‘South’: -90.125, ‘East’: 359.875, ‘North’: 90.125}, ‘time_range’: {‘start’: ‘2018-01-01’, ‘end’: ‘2018-01-01’}}
- notes:
Extracted from Copernicus Climate Data Store
- paper_doi:
10.1002/qj.3803
- paper_ref:
Hersbach et al. (2019)
- url:
- license:
https://cds.climate.copernicus.eu/cdsapp/#!/terms/licence-to-use-copernicus-products
koppen_geiger
- uri:
meteo/climate_classification_v2017/Map_KG-Global.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- nodata:
0
- paper_doi:
10.1127/0941-2948/2006/0130
- paper_ref:
Kottek et al. (2006)
- url:
p://koeppen-geiger.vu-wien.ac.at/present.htm
worldclim
- uri:
meteo/worldclim_v2.0/wc2.0_30s_prec.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- nodata:
-999.0
- paper_doi:
10.1002/joc.5086
- paper_ref:
Fick and Hijmans (2017)
- url:
era5_ocean
- uri:
ocean/era5/{variable}/era5_{variable}_{year}_hourly.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -0.25, ‘South’: -90.25, ‘East’: 359.75, ‘North’: 90.25}, ‘time_range’: {‘start’: ‘1979-01-01’, ‘end’: ‘2022-04-08’}}
- notes:
Extracted from Copernicus Climate Data Store
- paper_doi:
10.1002/qj.3803
- paper_ref:
Hersbach et al. (2019)
- url:
- license:
https://cds.climate.copernicus.eu/cdsapp/#!/terms/licence-to-use-copernicus-products
gdp_world
- uri:
socio_economic/gdp_world/World_countries_GDPpcPPP.fgb
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 83.665}}
- processing_notes:
data combined by Deltares (Wilfred Altena) from World Bank (https://data.worldbank.org/indicator/NY.GDP.MKTP.CD) and CIA World Factbook (https://www.cia.gov/the-world-factbook/field/real-gdp-per-capita/country-comparison)
- author:
Wilfred Altena
- license:
CC BY-4.0
ghs_pop_2015
- uri:
socio_economic/ghs/GHS_POP_E2015_GLOBE_R2019A_4326_9ss_V1_0.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -59.485, ‘East’: 180.0, ‘North’: 83.628}}
- paper_doi:
10.2905/0C6B9751-A71F-4062-830B-43C9F432370F
- paper_ref:
Schiavina et al (2019)
- url:
https://data.jrc.ec.europa.eu/dataset/0c6b9751-a71f-4062-830b-43c9f432370f
- author:
JRC-ISPRA EC
- license:
ghs_pop_2015_54009
- uri:
socio_economic/ghs/GHS_POP_E2015_GLOBE_R2019A_54009_250_V1_0.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
[‘ESRI’, ‘54009’]
- extent:
{‘bbox’: {‘West’: -18041000.0, ‘South’: -9000000.0, ‘East’: 18041000.0, ‘North’: 9000000.0}}
- paper_doi:
10.2760/062975
- paper_ref:
Florczyk et al (2019)
- url:
- license:
CC BY 4.0
ghs_smod_2015
- uri:
socio_economic/ghs/GHS_SMOD_POP2015_GLOBE_R2019A_54009_1K_V2_0.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
[‘ESRI’, ‘54009’]
- extent:
{‘bbox’: {‘West’: -18041000.0, ‘South’: -9000000.0, ‘East’: 18041000.0, ‘North’: 9000000.0}}
- author:
JRC-ISPRA EC
- license:
- paper_doi:
10.2905/42E8BE89-54FF-464E-BE7B-BF9E64DA5218
- paper_ref:
Pesaresi et al (2019)
- url:
https://data.jrc.ec.europa.eu/dataset/42e8be89-54ff-464e-be7b-bf9e64da5218
ghs_smod_2015
- uri:
socio_economic/ghs/GHS_SMOD_POP2015_GLOBE_R2019A_54009_1K_V2_0.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
[‘ESRI’, ‘54009’]
- extent:
{‘bbox’: {‘West’: -18041000.0, ‘South’: -9000000.0, ‘East’: 18041000.0, ‘North’: 9000000.0}}
- author:
JRC-ISPRA EC
- license:
- paper_doi:
10.2905/42E8BE89-54FF-464E-BE7B-BF9E64DA5218
- paper_ref:
Pesaresi et al (2019)
- url:
https://data.jrc.ec.europa.eu/dataset/42e8be89-54ff-464e-be7b-bf9e64da5218
glw_buffaloes
- uri:
socio_economic/glw/5_Bf_2010_Da.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- notes:
last downloaded 2020-06-11
- paper_doi:
10.7910/DVN/5U8MWI
- paper_ref:
Gilbert at al (2018)
- url:
- author:
glw (Gridded Livestock of World 3 Dataverse)
- license:
CC 4.0
glw_cattle
- uri:
socio_economic/glw/5_Ct_2010_Da.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- paper_doi:
10.7910/DVN/GIVQ75
- paper_ref:
Gilbert at al (2018)
- url:
- author:
glw (Gridded Livestock of World 3 Dataverse)
- license:
CC 4.0
glw_chicken
- uri:
socio_economic/glw/5_Ch_2010_Da.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- paper_doi:
10.7910/DVN/SUFASB
- paper_ref:
Gilbert at al (2018)
- url:
- author:
glw (Gridded Livestock of World 3 Dataverse)
- license:
CC 4.0
glw_ducks
- uri:
socio_economic/glw/5_Dk_2010_Da.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- paper_doi:
10.7910/DVN/ICHCBH
- paper_ref:
Gilbert at al (2018)
- url:
- author:
glw (Gridded Livestock of World 3 Dataverse)
- license:
CC 4.0
glw_goats
- uri:
socio_economic/glw/5_Gt_2010_Da.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- paper_doi:
10.7910/DVN/OCPH42
- paper_ref:
Gilbert at al (2018)
- url:
- author:
glw (Gridded Livestock of World 3 Dataverse)
- license:
CC 4.0
glw_horses
- uri:
socio_economic/glw/5_Ho_2010_Da.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- paper_doi:
10.7910/DVN/7Q52MV
- paper_ref:
Gilbert at al (2018)
- url:
- author:
glw (Gridded Livestock of World 3 Dataverse)
- license:
CC 4.0
glw_pigs
- uri:
socio_economic/glw/5_Pg_2010_Da.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- paper_doi:
10.7910/DVN/33N0JG
- paper_ref:
Gilbert at al (2018)
- url:
- author:
glw (Gridded Livestock of World 3 Dataverse)
- license:
CC 4.0
glw_sheeps
- uri:
socio_economic/glw/5_Sh_2010_Da.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- paper_doi:
10.7910/DVN/BLWPZN
- paper_ref:
Gilbert at al (2018)
- url:
- author:
glw (Gridded Livestock of World 3 Dataverse)
- license:
CC 4.0
guf_bld_2012
- uri:
infrastructure/guf/GUF04_DLR_v02.vrt
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -65.0, ‘East’: 180.0, ‘North’: 85.0}}
- paper_doi:
10.1016/j.isprsjprs.2017.10.012
- paper_ref:
Esch et al (2017)
- url:
p://www.dlr.de/guf
- license:
wb_countries
- uri:
geography/wb/WB_countries_Admin0.fgb
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -59.473, ‘East’: 180.0, ‘North’: 83.634}}
- timestamp:
February 2020
- url:
https://datacatalog.worldbank.org/dataset/world-bank-official-boundaries
- author:
World Bank
- license:
CC-BY 4.0
worldpop_2020_constrained
- uri:
socio_economic/worldpop/ppp_2020_constrained.vrt
- data_type:
RasterDataset
- driver:
RasterioDriver
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -55.985, ‘East’: 180.0, ‘North’: 83.628}}
- nodata:
-99999
- paper_doi:
10.1371/journal.pone.0107042
- paper_ref:
Stevens et al. (2015)
- processing_script:
socio_economic/worldpop/src/
- url:
- license:
CC BY 4.0
wsf_bld_2015
- uri:
infrastructure/wsf/WSF2015_v1_EPSG4326.vrt
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -60.0, ‘East’: 180.0, ‘North’: 80.0}}
- paper_doi:
10.1038/s41597-020-00580-5
- paper_ref:
Marconcini at al (2020)
- url:
https://un-spider.org/links-and-resources/data-sources/world-settlement-footprint-2015-wsf-dlr-eoc
- license:
CC0 1.0
copdem30
- uri:
topography/copdem/copdem.vrt
- data_type:
RasterDataset
- driver:
RasterioDriver
- extent:
{‘bbox’: {‘West’: -180.001, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 84.0}}
- nodata:
-9999
- url:
- license:
copdem30_mask
- uri:
topography/copdem/copdem_mask.vrt
- data_type:
RasterDataset
- driver:
RasterioDriver
- extent:
{‘bbox’: {‘West’: -180.001, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 84.0}}
- nodata:
-1
- url:
- license:
copdem30_masked
- uri:
topography/copdem/copdem_masked.vrt
- data_type:
RasterDataset
- driver:
RasterioDriver
- extent:
{‘bbox’: {‘West’: -180.001, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 84.0}}
- url:
- license:
dtu10mdt
- uri:
topography/dtu10mdt/DTU10MDT_1min_float32.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- unit:
m+EGM2008
- extent:
{‘bbox’: {‘West’: -179.992, ‘South’: -89.992, ‘East’: 179.992, ‘North’: 89.992}}
- paper_doi:
10.1029/2008JC005179
- paper_ref:
Andersen and Knudsen (2009)
- url:
https://www.space.dtu.dk/english/research/scientific_data_and_models/global_mean_dynamic_topography
dtu10mdt_egm96
- uri:
topography/dtu10mdt/DTU10MDT_1min_egm96.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- unit:
m+EGM96
- extent:
{‘bbox’: {‘West’: -179.992, ‘South’: -89.985, ‘East’: 179.995, ‘North’: 89.992}}
- paper_doi:
10.1029/2008JC005179
- paper_ref:
Andersen and Knudsen (2009)
- processing_notes:
/topography/dtu10mdt/READ_ME.txt
- processing_script:
/topography/dtu10mdt/DTU10MDT_egm96_1min.ipynb
- url:
https://www.space.dtu.dk/english/research/scientific_data_and_models/global_mean_dynamic_topography
fabdem
- uri:
topography/fabdem/fabdem.vrt
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -60.0, ‘East’: 180.0, ‘North’: 80.0}}
- paper_doi:
CC BY-NC-SA 4.0
- paper_ref:
Hawker et al. (2022)
- url:
https://data.bris.ac.uk/data/dataset/25wfy0f9ukoge2gs7a5mqpq2j7
- license:
CC BY-NC-SA 4.0
gebco
- uri:
bathymetry/gebco/gebco.vrt
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- unit:
m+MSL
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- paper_doi:
10.5285/a29c5465-b138-234d-e053-6c86abc040b9
- paper_ref:
Weatherall et al (2020)
- processing_script:
bathymetry/gebco/gebco_tiles.ipynb
- url:
https://www.bodc.ac.uk/data/hosted_data_systems/gebco_gridded_bathymetry_data/
- license:
https://www.gebco.net/data_and_products/gridded_bathymetry_data/#a1
mdt_cnes_cls18
- uri:
topography/mdt_cnes_cls18/MDT_CNES_CLS18_global_filled.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- unit:
m+GOCO05S
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- paper_doi:
10.5194/os-17-789-2021
- paper_ref:
Mulet et al (2021)
- processing_script:
topography/mdt_cnes_cls18/convert_lon_fill_mdt.ipynb
- url:
https://www.aviso.altimetry.fr/en/data/products/auxiliary-products/mdt.html
merit
- uri:
topography/merit/merit.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- paper_doi:
10.1002/2017GL072874
- paper_ref:
Yamazaki et al. (2018)
- url:
p://hydro.iis.u-tokyo.ac.jp/~yamadai/MERIT_DEM/
- license:
CC-BY-NC 4.0 or ODbL 1.0
merit_hydro
- uri:
topography/merit_hydro/\*.vrt
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -60.0, ‘East’: 180.0, ‘North’: 85.0}}
- paper_doi:
10.1029/2019WR024873
- paper_ref:
Yamazaki et al. (2019)
- processing_notes:
create vrt file with gdalbuildvrt; additional variables for stream-order, basin index (basins), and slope (lndslp) derived with pyflwdir
- url:
p://hydro.iis.u-tokyo.ac.jp/~yamadai/MERIT_Hydro
- license:
CC-BY-NC 4.0 or ODbL 1.0
merit_hydro_ihu
- uri:
topography/merit_hydro_ihu/30sec/\*.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -60.0, ‘East’: 180.0, ‘North’: 85.0}}
- paper_doi:
10.5194/hess-2020-582
- paper_ref:
Eilander et al. (2021)
- source_doi:
10.5281/zenodo.5166932
- processing_notes:
topography/merit_hydro_ihu/README
- url:
- license:
ODC-By 1.0
merit_hydro_ihu_index
- uri:
topography/merit_hydro_ihu/30sec/basins.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.025, ‘South’: -59.467, ‘East’: 190.35, ‘North’: 83.683}}
- paper_doi:
10.5194/hess-25-5287-2021
- paper_ref:
Eilander et al. (2021)
- processing_notes:
topography/merit_hydro_ihu/README
- url:
- license:
CC-BY-NC 4.0
merit_hydro_index
- uri:
topography/merit_hydro/basin_index.fgb
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.028, ‘South’: -59.46, ‘East’: 190.338, ‘North’: 83.661}}
- paper_doi:
10.5194/hess-25-5287-2021
- paper_ref:
Eilander et al. (2021)
- license:
CC-BY-NC 4.0
merit_hydro_patch
- uri:
topography/merit_hydro/patches/\*.vrt
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -60.0, ‘East’: 180.0, ‘North’: 85.0}}
- paper_doi:
10.1029/2019WR024873
- paper_ref:
Yamazaki et al. (2019)
- processing_script:
topography/merit_hydro/patches/scripts
- processing_notes:
local corrections of flow direction raster and re-derive the related maps (basins, uparea, strord)
- url:
p://hydro.iis.u-tokyo.ac.jp/~yamadai/MERIT_Hydro
- license:
CC-BY-NC 4.0 or ODbL 1.0
gcn250
- uri:
landuse/gcn250/GCN250_\*.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -56.0, ‘East’: 180.0, ‘North’: 84.0}}
- nodata:
255
- paper_doi:
10.1038/s41597-019-0155-x
- paper_ref:
Jaafar et al. (2019)
- url:
- license:
CC BY 4.0
grdc
- uri:
hydro/grdc/GRDC_Stations.csv
- data_type:
GeoDataFrame
- driver:
GeoDataFrameTableDriver
- crs:
4326
- notes:
GRDC-Station Catalogue, last downloaded 2020-07-16
- url:
- license:
grip_roads
- uri:
infrastructure/grip/GRIP4_world.fgb
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -179.999, ‘South’: -55.055, ‘East’: 180.0, ‘North’: 73.836}}
- paper_ref:
Meijer et al, 2018
- paper_doi:
10.1088/1748-9326/aabd42
- processing_script:
infrastructure/grip/merge.ipynb
- url:
- license:
CC0-1.0
grwl
- uri:
hydrography/grwl/GRWL_vector_V01.01/grwl.fgb
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -54.31, ‘East’: 180.0, ‘North’: 82.311}}
- paper_doi:
10.1126/science.aat0636
- paper_ref:
Allen and Pavelsky (2018)
- url:
- license:
CC BY 4.0
hydro_lakes
- uri:
hydrography/lakes/lake-db.fgb
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -55.865, ‘East’: 180.0, ‘North’: 83.576}}
- processing_notes:
extract of hydrolakes to only include natural lakes and exclude reservoirs and control lakes (ie filter on Lake_type = 1)
- author:
HydroSHEDS
hydro_reservoirs
- uri:
hydrography/reservoirs/reservoir-db.fgb
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -153.059, ‘South’: -45.881, ‘East’: 176.825, ‘North’: 70.396}}
- nodata:
-99
- notes:
GRanD.v1.1_HydroLAKES.v10_JRC.2016
- processing_notes:
combined not natural lakes from HydroLAKES v10 (Lake_type != 1) with reservoirs attributes from GRanD v1.1
- author:
Alessia Matano
pcr_globwb
- uri:
hydro/pcr_globwb/glob_2005.zarr
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- nodata:
-9999
- notes:
last downloaded 2023-11-23
- paper_doi:
10.5281/zenodo.1045339
- paper_ref:
Sutanudjaja, E. H., et al (2017)
- processing_script:
hydro/pcr_globwb/prep_glob.py
- url:
pcr_globwb
- uri:
hydro/pcr_globwb/glob_2005.zarr
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- nodata:
-9999
- notes:
last downloaded 2023-11-23
- paper_doi:
10.5281/zenodo.1045339
- paper_ref:
Sutanudjaja, E. H., et al (2017)
- processing_script:
hydro/pcr_globwb/prep_glob.py
- url:
pcr_globwb
- uri:
hydro/pcr_globwb/glob_2005.zarr
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- nodata:
-9999
- notes:
last downloaded 2023-11-23
- paper_doi:
10.5281/zenodo.1045339
- paper_ref:
Sutanudjaja, E. H., et al (2017)
- processing_script:
hydro/pcr_globwb/prep_glob.py
- url:
pcr_globwb
- uri:
hydro/pcr_globwb/glob_2005.zarr
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- nodata:
-9999
- notes:
last downloaded 2023-11-23
- paper_doi:
10.5281/zenodo.1045339
- paper_ref:
Sutanudjaja, E. H., et al (2017)
- processing_script:
hydro/pcr_globwb/prep_glob.py
- url:
rgi
- uri:
hydrography/rgi/rgi.fgb
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -179.921, ‘South’: -78.309, ‘East’: 179.751, ‘North’: 83.608}}
- notes:
Randolph Glacier Inventory
- paper_doi:
10.3189/2014JoG13J176
- paper_ref:
Pfeffer et al. (2014)
- url:
https://cds.climate.copernicus.eu/cdsapp#!/dataset/insitu-glaciers-extent?tab=overview
- license:
CC BY 4.0
soilgrids
- uri:
soil/soilgrids_v1.0/\*_250m_ll.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- notes:
soilthickness is based on 1) soilgrids (global) and 2) dataset for Eurasia (ESDAC, 2004; Panagos et al., 2012): ESDAC, 2004. The european soil database distribution version 2.0, european commission and the European soil bureau network. esdac.jrc.ec.europa.eu, accessed: 2017-11-17. Panagos, P., Van Liedekerke, M., Jones, A., Montanarella, L., 2012. European soil data centre: Response to european policy support and public data requirements. Land Use Policy 29 (2), 329–338.
- paper_doi:
10.1371/journal.pone.0169748
- paper_ref:
Hengl et al. (2017)
- processing_notes:
soilthickness is based on 1) soilgrids (global, depth to bedrock - BDRICM variable) and 2) dataset for Eurasia
- processing_script:
p:/wflow_global/static_data/wflow_sbm_parameters/
- url:
- license:
ODbL
worldpop_2020_UNadj_constrained
- uri:
socio_economic/worldpop/ppp_2020_UNadj_constrained.vrt
- data_type:
RasterDataset
- driver:
RasterioDriver
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -55.985, ‘East’: 180.0, ‘North’: 83.628}}
- processing_script:
socio_economic/worldpop/src/
SM2RAIN_ASCAT_monthly_025
- uri:
meteo/sm2rain_ascat/SM2RAIN_ASCAT_monthly_025_2007_2020.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}, ‘time_range’: {‘start’: ‘2007-01-01’, ‘end’: ‘2020-12-01’}}
- category:
meteo
- notes:
crs guessed as it is neither mentioned in the data nor in the literature, 0.25-degree resolution
- paper_doi:
10.5194/essd-11-1583-2019
- paper_ref:
Brocca et al. (2019)
- url:
- license:
SM2RAIN_ASCAT_monthly_05
- uri:
meteo/sm2rain_ascat/SM2RAIN_ASCAT_monthly_05_2007_2020.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}, ‘time_range’: {‘start’: ‘2007-01-01’, ‘end’: ‘2020-12-01’}}
- category:
meteo
- notes:
crs guessed as it is neither mentioned in the data nor in the literature, 0.5-degree resolution
- paper_doi:
10.5194/essd-11-1583-2019
- paper_ref:
Brocca et al. (2019)
- url:
- license:
chelsa
- uri:
meteo/chelsa_clim_v1.2/CHELSA_bio10_12.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 84.0}}
- category:
meteo
- paper_doi:
10.1038/sdata.2017.122
- paper_ref:
Karger et al. (2017)
- url:
p://chelsa-climate.org/downloads/
- license:
CC BY 4.0
chirps
- uri:
meteo/chirps_africa_daily_v2.0/CHIRPS_rainfall_{year}.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -20.0, ‘South’: -40.0, ‘East’: 55.0, ‘North’: 40.0}, ‘time_range’: {‘start’: ‘1981-01-02’, ‘end’: ‘2022-04-01’}}
- category:
meteo
- paper_doi:
10.1038/sdata.2015.66
- paper_ref:
Funk et al (2015)
- url:
- license:
CC
chirps_global
- uri:
meteo/chirps_global_daily_v2.0/chirps-v2.0.{year}.days_p05.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -50.0, ‘East’: 180.0, ‘North’: 50.0}, ‘time_range’: {‘start’: ‘1981-01-02’, ‘end’: ‘2023-02-01’}}
- category:
meteo
- paper_doi:
10.3133/ds832
- paper_ref:
Funk et al (2014)
- url:
- license:
CC
copdem30
- uri:
topography/copdem/copdem.vrt
- data_type:
RasterDataset
- driver:
RasterioDriver
- extent:
{‘bbox’: {‘West’: -180.001, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 84.0}}
- nodata:
-9999
- category:
topography
- url:
- license:
copdem30_mask
- uri:
topography/copdem/copdem_mask.vrt
- data_type:
RasterDataset
- driver:
RasterioDriver
- extent:
{‘bbox’: {‘West’: -180.001, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 84.0}}
- nodata:
-1
- category:
topography
- url:
- license:
copdem30_masked
- uri:
topography/copdem/copdem_masked.vrt
- data_type:
RasterDataset
- driver:
RasterioDriver
- extent:
{‘bbox’: {‘West’: -180.001, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 84.0}}
- category:
topography
- url:
- license:
corine
- uri:
landuse/corine/CLC2018_CLC2018_V2018_20.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- extent:
{‘bbox’: {‘West’: 900000.0, ‘South’: 900000.0, ‘East’: 7400000.0, ‘North’: 5500000.0}}
- category:
landuse
- url:
https://land.copernicus.eu/pan-european/corine-land-cover/clc2018
- author:
European Environment Agency
- license:
https://land.copernicus.eu/pan-european/corine-land-cover/clc2018?tab=metadata
dtu10mdt
- uri:
topography/dtu10mdt/DTU10MDT_1min_float32.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- unit:
m+EGM2008
- extent:
{‘bbox’: {‘West’: -179.992, ‘South’: -89.992, ‘East’: 179.992, ‘North’: 89.992}}
- category:
topography
- paper_doi:
10.1029/2008JC005179
- paper_ref:
Andersen and Knudsen (2009)
- url:
https://www.space.dtu.dk/english/research/scientific_data_and_models/global_mean_dynamic_topography
dtu10mdt_egm96
- uri:
topography/dtu10mdt/DTU10MDT_1min_egm96.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- unit:
m+EGM96
- extent:
{‘bbox’: {‘West’: -179.992, ‘South’: -89.985, ‘East’: 179.995, ‘North’: 89.992}}
- category:
topography
- paper_doi:
10.1029/2008JC005179
- paper_ref:
Andersen and Knudsen (2009)
- processing_notes:
/topography/dtu10mdt/READ_ME.txt
- processing_script:
/topography/dtu10mdt/DTU10MDT_egm96_1min.ipynb
- url:
https://www.space.dtu.dk/english/research/scientific_data_and_models/global_mean_dynamic_topography
eobs
- uri:
meteo/eobs/\*/{variable}_ens_mean_0.1deg_reg_v29.0e.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -25.0, ‘South’: 25.0, ‘East’: 45.5, ‘North’: 71.5}, ‘time_range’: {‘start’: ‘1950-01-01’, ‘end’: ‘2024-02-01’}}
- category:
meteo
- paper_doi:
10.1029/2017JD028200
- paper_ref:
Cornes et al (2018)
- url:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- license:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- processing_script:
meteo/eobs/scripts/v29.0e_fix_qq_dims_and_match_extent.py
eobs
- uri:
meteo/eobs/\*/{variable}_ens_mean_0.1deg_reg_v29.0e.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -25.0, ‘South’: 25.0, ‘East’: 45.5, ‘North’: 71.5}, ‘time_range’: {‘start’: ‘1950-01-01’, ‘end’: ‘2024-02-01’}}
- category:
meteo
- paper_doi:
10.1029/2017JD028200
- paper_ref:
Cornes et al (2018)
- url:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- license:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- processing_script:
meteo/eobs/scripts/v29.0e_fix_qq_dims_and_match_extent.py
eobs
- uri:
meteo/eobs/\*/{variable}_ens_mean_0.1deg_reg_v29.0e.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -25.0, ‘South’: 25.0, ‘East’: 45.5, ‘North’: 71.5}, ‘time_range’: {‘start’: ‘1950-01-01’, ‘end’: ‘2024-02-01’}}
- category:
meteo
- paper_doi:
10.1029/2017JD028200
- paper_ref:
Cornes et al (2018)
- url:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- license:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- processing_script:
meteo/eobs/scripts/v29.0e_fix_qq_dims_and_match_extent.py
eobs
- uri:
meteo/eobs/\*/{variable}_ens_mean_0.1deg_reg_v29.0e.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -25.0, ‘South’: 25.0, ‘East’: 45.5, ‘North’: 71.5}, ‘time_range’: {‘start’: ‘1950-01-01’, ‘end’: ‘2024-02-01’}}
- category:
meteo
- paper_doi:
10.1029/2017JD028200
- paper_ref:
Cornes et al (2018)
- url:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- license:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- processing_script:
meteo/eobs/scripts/v29.0e_fix_qq_dims_and_match_extent.py
eobs
- uri:
meteo/eobs/\*/{variable}_ens_mean_0.1deg_reg_v29.0e.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -25.0, ‘South’: 25.0, ‘East’: 45.5, ‘North’: 71.5}, ‘time_range’: {‘start’: ‘1950-01-01’, ‘end’: ‘2024-02-01’}}
- category:
meteo
- paper_doi:
10.1029/2017JD028200
- paper_ref:
Cornes et al (2018)
- url:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- license:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- processing_script:
meteo/eobs/scripts/v29.0e_fix_qq_dims_and_match_extent.py
eobs_orography
- uri:
meteo/eobs/elev_ens_0.1deg_reg_v29.0e.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -25.0, ‘South’: 25.0, ‘East’: 45.5, ‘North’: 71.5}}
- category:
meteo
- paper_doi:
10.1029/2017JD028200
- paper_ref:
Cornes et al (2018)
- url:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- license:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
eobs_orography
- uri:
meteo/eobs/elev_ens_0.1deg_reg_v29.0e.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -25.0, ‘South’: 25.0, ‘East’: 45.5, ‘North’: 71.5}}
- category:
meteo
- paper_doi:
10.1029/2017JD028200
- paper_ref:
Cornes et al (2018)
- url:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- license:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
eobs_orography
- uri:
meteo/eobs/elev_ens_0.1deg_reg_v29.0e.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -25.0, ‘South’: 25.0, ‘East’: 45.5, ‘North’: 71.5}}
- category:
meteo
- paper_doi:
10.1029/2017JD028200
- paper_ref:
Cornes et al (2018)
- url:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- license:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
eobs_orography
- uri:
meteo/eobs/elev_ens_0.1deg_reg_v29.0e.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -25.0, ‘South’: 25.0, ‘East’: 45.5, ‘North’: 71.5}}
- category:
meteo
- paper_doi:
10.1029/2017JD028200
- paper_ref:
Cornes et al (2018)
- url:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- license:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
eobs_orography
- uri:
meteo/eobs/elev_ens_0.1deg_reg_v29.0e.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -25.0, ‘South’: 25.0, ‘East’: 45.5, ‘North’: 71.5}}
- category:
meteo
- paper_doi:
10.1029/2017JD028200
- paper_ref:
Cornes et al (2018)
- url:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- license:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
eobs_orography
- uri:
meteo/eobs/elev_ens_0.1deg_reg_v29.0e.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -25.0, ‘South’: 25.0, ‘East’: 45.5, ‘North’: 71.5}}
- category:
meteo
- paper_doi:
10.1029/2017JD028200
- paper_ref:
Cornes et al (2018)
- url:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- license:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
era5
- uri:
meteo/era5_daily.zarr
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -0.125, ‘South’: -90.125, ‘East’: 359.875, ‘North’: 90.125}, ‘time_range’: {‘start’: ‘1950-01-02’, ‘end’: ‘2023-11-30’}}
- category:
meteo
- notes:
Extracted from Copernicus Climate Data Store; resampled by Deltares to daily frequency using right label for time.
- paper_doi:
10.1002/qj.3803
- paper_ref:
Hersbach et al. (2019)
- processing_script:
https://github.com/Deltares/hydromt/blob/main/data/src/era5_download_resample_convert.py
- url:
- license:
https://cds.climate.copernicus.eu/cdsapp/#!/terms/licence-to-use-copernicus-products
era5
- uri:
meteo/era5_daily.zarr
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -0.125, ‘South’: -90.125, ‘East’: 359.875, ‘North’: 90.125}, ‘time_range’: {‘start’: ‘1950-01-02’, ‘end’: ‘2023-11-30’}}
- category:
meteo
- notes:
Extracted from Copernicus Climate Data Store; resampled by Deltares to daily frequency using right label for time.
- paper_doi:
10.1002/qj.3803
- paper_ref:
Hersbach et al. (2019)
- processing_script:
https://github.com/Deltares/hydromt/blob/main/data/src/era5_download_resample_convert.py
- url:
- license:
https://cds.climate.copernicus.eu/cdsapp/#!/terms/licence-to-use-copernicus-products
era5_hourly
- uri:
meteo/era5.zarr
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -0.125, ‘South’: -90.125, ‘East’: 359.875, ‘North’: 90.125}, ‘time_range’: {‘start’: ‘1950-01-01’, ‘end’: ‘2023-03-01’}}
- category:
meteo
- notes:
Extracted from Copernicus Climate Data Store
- paper_doi:
10.1002/qj.3803
- paper_ref:
Hersbach et al. (2019)
- url:
- license:
https://cds.climate.copernicus.eu/cdsapp/#!/terms/licence-to-use-copernicus-products
era5_hourly
- uri:
meteo/era5.zarr
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -0.125, ‘South’: -90.125, ‘East’: 359.875, ‘North’: 90.125}, ‘time_range’: {‘start’: ‘1950-01-01’, ‘end’: ‘2023-03-01’}}
- category:
meteo
- notes:
Extracted from Copernicus Climate Data Store
- paper_doi:
10.1002/qj.3803
- paper_ref:
Hersbach et al. (2019)
- url:
- license:
https://cds.climate.copernicus.eu/cdsapp/#!/terms/licence-to-use-copernicus-products
era5_ocean
- uri:
ocean/era5/{variable}/era5_{variable}_{year}_hourly.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -0.25, ‘South’: -90.25, ‘East’: 359.75, ‘North’: 90.25}, ‘time_range’: {‘start’: ‘1979-01-01’, ‘end’: ‘2022-04-08’}}
- category:
ocean
- notes:
Extracted from Copernicus Climate Data Store
- paper_doi:
10.1002/qj.3803
- paper_ref:
Hersbach et al. (2019)
- url:
- license:
https://cds.climate.copernicus.eu/cdsapp/#!/terms/licence-to-use-copernicus-products
era5_orography
- uri:
meteo/era5/meta/era5_orography_2018.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -0.125, ‘South’: -90.125, ‘East’: 359.875, ‘North’: 90.125}, ‘time_range’: {‘start’: ‘2018-01-01’, ‘end’: ‘2018-01-01’}}
- category:
meteo
- notes:
Extracted from Copernicus Climate Data Store
- paper_doi:
10.1002/qj.3803
- paper_ref:
Hersbach et al. (2019)
- url:
- license:
https://cds.climate.copernicus.eu/cdsapp/#!/terms/licence-to-use-copernicus-products
esa_worldcover
- uri:
landuse/esa_worldcover/esa-worldcover.vrt
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -60.0, ‘East’: 180.0, ‘North’: 84.0}, ‘time_range’: {‘start’: ‘2020-01-01’, ‘end’: ‘2020-12-31’}}
- category:
landuse
- processing_notes:
prepare vrt file with gdalbuildvrt
- url:
- license:
CC BY 4.0
fabdem
- uri:
topography/fabdem/fabdem.vrt
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -60.0, ‘East’: 180.0, ‘North’: 80.0}}
- category:
topography
- paper_doi:
CC BY-NC-SA 4.0
- paper_ref:
Hawker et al. (2022)
- url:
https://data.bris.ac.uk/data/dataset/25wfy0f9ukoge2gs7a5mqpq2j7
- license:
CC BY-NC-SA 4.0
gadm
- uri:
geography/gadm/version4_1/gadm_level0.fgb
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 83.658}}
- category:
geography
- notes:
last downloaded 2023-12-18; license required for commercial use
- processing_script:
geography/gadm/version4_1/run_dissolve_level_0.sh
- url:
- author:
gadm
- license:
gadm_level1
- uri:
geography/gadm/version4_1/gadm_level1.fgb
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 83.658}}
- category:
geography
- notes:
last downloaded 2023-12-18; license required for commercial use
- processing_script:
geography/gadm/version4_1/run_dissolve_level_1.sh
- url:
- author:
gadm
- license:
gadm_level2
- uri:
geography/gadm/version4_1/gadm_level2.fgb
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 83.658}}
- category:
geography
- notes:
last downloaded 2023-12-18; license required for commercial use
- processing_script:
geography/gadm/version4_1/run_dissolve_level_2.sh
- url:
- author:
gadm
- license:
gadm_level3
- uri:
geography/gadm/version4_1/gadm_level3.fgb
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 83.658}}
- category:
geography
- notes:
last downloaded 2023-12-18; license required for commercial use
- processing_script:
geography/gadm/version4_1/run_dissolve_level_3.sh
- url:
- author:
gadm
- license:
gcn250
- uri:
landuse/gcn250/GCN250_\*.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -56.0, ‘East’: 180.0, ‘North’: 84.0}}
- nodata:
255
- category:
soil
- paper_doi:
10.1038/s41597-019-0155-x
- paper_ref:
Jaafar et al. (2019)
- url:
- license:
CC BY 4.0
gdp_world
- uri:
socio_economic/gdp_world/World_countries_GDPpcPPP.fgb
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 83.665}}
- category:
socio-economic
- processing_notes:
data combined by Deltares (Wilfred Altena) from World Bank (https://data.worldbank.org/indicator/NY.GDP.MKTP.CD) and CIA World Factbook (https://www.cia.gov/the-world-factbook/field/real-gdp-per-capita/country-comparison)
- author:
Wilfred Altena
- license:
CC BY-4.0
gebco
- uri:
bathymetry/gebco/gebco.vrt
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- unit:
m+MSL
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- category:
topography
- paper_doi:
10.5285/a29c5465-b138-234d-e053-6c86abc040b9
- paper_ref:
Weatherall et al (2020)
- processing_script:
bathymetry/gebco/gebco_tiles.ipynb
- url:
https://www.bodc.ac.uk/data/hosted_data_systems/gebco_gridded_bathymetry_data/
- license:
https://www.gebco.net/data_and_products/gridded_bathymetry_data/#a1
ghs_pop_2015
- uri:
socio_economic/ghs/GHS_POP_E2015_GLOBE_R2019A_4326_9ss_V1_0.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -59.485, ‘East’: 180.0, ‘North’: 83.628}}
- category:
socio-economic
- paper_doi:
10.2905/0C6B9751-A71F-4062-830B-43C9F432370F
- paper_ref:
Schiavina et al (2019)
- url:
https://data.jrc.ec.europa.eu/dataset/0c6b9751-a71f-4062-830b-43c9f432370f
- author:
JRC-ISPRA EC
- license:
ghs_pop_2015_54009
- uri:
socio_economic/ghs/GHS_POP_E2015_GLOBE_R2019A_54009_250_V1_0.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
[‘ESRI’, ‘54009’]
- extent:
{‘bbox’: {‘West’: -18041000.0, ‘South’: -9000000.0, ‘East’: 18041000.0, ‘North’: 9000000.0}}
- category:
socio-economic
- paper_doi:
10.2760/062975
- paper_ref:
Florczyk et al (2019)
- url:
- license:
CC BY 4.0
ghs_smod_2015
- uri:
socio_economic/ghs/GHS_SMOD_POP2015_GLOBE_R2019A_54009_1K_V2_0.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
[‘ESRI’, ‘54009’]
- extent:
{‘bbox’: {‘West’: -18041000.0, ‘South’: -9000000.0, ‘East’: 18041000.0, ‘North’: 9000000.0}}
- category:
socio-economic
- author:
JRC-ISPRA EC
- license:
- paper_doi:
10.2905/42E8BE89-54FF-464E-BE7B-BF9E64DA5218
- paper_ref:
Pesaresi et al (2019)
- url:
https://data.jrc.ec.europa.eu/dataset/42e8be89-54ff-464e-be7b-bf9e64da5218
ghs_smod_2015
- uri:
socio_economic/ghs/GHS_SMOD_POP2015_GLOBE_R2019A_54009_1K_V2_0.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
[‘ESRI’, ‘54009’]
- extent:
{‘bbox’: {‘West’: -18041000.0, ‘South’: -9000000.0, ‘East’: 18041000.0, ‘North’: 9000000.0}}
- category:
socio-economic
- author:
JRC-ISPRA EC
- license:
- paper_doi:
10.2905/42E8BE89-54FF-464E-BE7B-BF9E64DA5218
- paper_ref:
Pesaresi et al (2019)
- url:
https://data.jrc.ec.europa.eu/dataset/42e8be89-54ff-464e-be7b-bf9e64da5218
globcover
- uri:
landuse/globcover/GLOBCOVER_L4_200901_200912_V2.3.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.001, ‘South’: -64.999, ‘East’: 179.999, ‘North’: 90.001}}
- category:
landuse
- paper_doi:
10.1594/PANGAEA.787668
- paper_ref:
Arino et al (2012)
- url:
p://due.esrin.esa.int/page_globcover.php
- license:
CC-BY-3.0
glofas_era5
- uri:
hydro/glofas_era5/glofas_v31_{year}.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -60.0, ‘East’: 180.0, ‘North’: 90.0}, ‘time_range’: {‘start’: ‘1980-01-01’, ‘end’: ‘2021-05-31’}}
- category:
hydro
- notes:
Extracted from Copernicus Climate Data Store
- paper_doi:
10.5194/essd-12-2043-2020
- paper_ref:
Harrigan et al. (2020)
- processing_script:
hydro/glofas_era5/glofas_cds_get.py
- url:
- license:
https://cds.climate.copernicus.eu/api/v2/terms/static/cems-floods.pdf
glofas_uparea
- uri:
hydro/glofas_era5/glofas_v31_uparea.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -60.0, ‘East’: 180.0, ‘North’: 90.0}}
- category:
hydro
- notes:
Extracted from Copernicus Climate Data Store
- paper_doi:
10.5194/essd-12-2043-2020
- paper_ref:
Harrigan et al. (2020)
- url:
- license:
https://cds.climate.copernicus.eu/api/v2/terms/static/cems-floods.pdf
glw_buffaloes
- uri:
socio_economic/glw/5_Bf_2010_Da.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- category:
socio-economic
- notes:
last downloaded 2020-06-11
- paper_doi:
10.7910/DVN/5U8MWI
- paper_ref:
Gilbert at al (2018)
- url:
- author:
glw (Gridded Livestock of World 3 Dataverse)
- license:
CC 4.0
glw_cattle
- uri:
socio_economic/glw/5_Ct_2010_Da.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- category:
socio-economic
- paper_doi:
10.7910/DVN/GIVQ75
- paper_ref:
Gilbert at al (2018)
- url:
- author:
glw (Gridded Livestock of World 3 Dataverse)
- license:
CC 4.0
glw_chicken
- uri:
socio_economic/glw/5_Ch_2010_Da.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- category:
socio-economic
- paper_doi:
10.7910/DVN/SUFASB
- paper_ref:
Gilbert at al (2018)
- url:
- author:
glw (Gridded Livestock of World 3 Dataverse)
- license:
CC 4.0
glw_ducks
- uri:
socio_economic/glw/5_Dk_2010_Da.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- category:
socio-economic
- paper_doi:
10.7910/DVN/ICHCBH
- paper_ref:
Gilbert at al (2018)
- url:
- author:
glw (Gridded Livestock of World 3 Dataverse)
- license:
CC 4.0
glw_goats
- uri:
socio_economic/glw/5_Gt_2010_Da.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- category:
socio-economic
- paper_doi:
10.7910/DVN/OCPH42
- paper_ref:
Gilbert at al (2018)
- url:
- author:
glw (Gridded Livestock of World 3 Dataverse)
- license:
CC 4.0
glw_horses
- uri:
socio_economic/glw/5_Ho_2010_Da.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- category:
socio-economic
- paper_doi:
10.7910/DVN/7Q52MV
- paper_ref:
Gilbert at al (2018)
- url:
- author:
glw (Gridded Livestock of World 3 Dataverse)
- license:
CC 4.0
glw_pigs
- uri:
socio_economic/glw/5_Pg_2010_Da.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- category:
socio-economic
- paper_doi:
10.7910/DVN/33N0JG
- paper_ref:
Gilbert at al (2018)
- url:
- author:
glw (Gridded Livestock of World 3 Dataverse)
- license:
CC 4.0
glw_sheeps
- uri:
socio_economic/glw/5_Sh_2010_Da.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- category:
socio-economic
- paper_doi:
10.7910/DVN/BLWPZN
- paper_ref:
Gilbert at al (2018)
- url:
- author:
glw (Gridded Livestock of World 3 Dataverse)
- license:
CC 4.0
grdc
- uri:
hydro/grdc/GRDC_Stations.csv
- data_type:
GeoDataFrame
- driver:
GeoDataFrameTableDriver
- crs:
4326
- category:
observed data
- notes:
GRDC-Station Catalogue, last downloaded 2020-07-16
- url:
- license:
grip_roads
- uri:
infrastructure/grip/GRIP4_world.fgb
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -179.999, ‘South’: -55.055, ‘East’: 180.0, ‘North’: 73.836}}
- category:
road
- paper_ref:
Meijer et al, 2018
- paper_doi:
10.1088/1748-9326/aabd42
- processing_script:
infrastructure/grip/merge.ipynb
- url:
- license:
CC0-1.0
grwl
- uri:
hydrography/grwl/GRWL_vector_V01.01/grwl.fgb
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -54.31, ‘East’: 180.0, ‘North’: 82.311}}
- category:
surface water
- paper_doi:
10.1126/science.aat0636
- paper_ref:
Allen and Pavelsky (2018)
- url:
- license:
CC BY 4.0
grwl_mask
- uri:
hydrography/grwl/tindex.gpkg
- data_type:
RasterDataset
- driver:
RasterioDriver
- nodata:
0
- category:
hydrography
- paper_doi:
10.1126/science.aat0636
- paper_ref:
Allen and Pavelsky (2018)
- url:
- license:
CC BY 4.0
gswo
- uri:
hydrography/gswo/occur.vrt
- data_type:
RasterDataset
- driver:
RasterioDriver
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -60.0, ‘East’: 180.0, ‘North’: 80.0}}
- nodata:
255
- category:
hydrography
- paper_doi:
10.1038/nature20584
- paper_ref:
Pekel et al. (2016)
- url:
guf_bld_2012
- uri:
infrastructure/guf/GUF04_DLR_v02.vrt
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -65.0, ‘East’: 180.0, ‘North’: 85.0}}
- category:
socio-economic
- paper_doi:
10.1016/j.isprsjprs.2017.10.012
- paper_ref:
Esch et al (2017)
- url:
p://www.dlr.de/guf
- license:
hydro_basin_atlas_level12
- uri:
hydrography/hydro_atlas/basin_atlas_v10.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -55.988, ‘East’: 180.001, ‘North’: 83.626}}
- category:
hydrography
- notes:
renaming and units might require some revision
- paper_doi:
10.1038/s41597-019-0300-6
- paper_ref:
Linke et al. (2019)
- url:
- license:
CC BY 4.0
hydro_lake_atlas_pol
- uri:
hydrography/hydro_atlas/lake_atlas_v10.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -55.865, ‘East’: 180.0, ‘North’: 83.576}}
- category:
hydrography
- notes:
renaming and units might require some revision
- paper_doi:
10.1038/s41597-022-01425-z
- paper_ref:
Lehner et al. (2022)
- url:
- license:
CC BY 4.0
hydro_lakes
- uri:
hydrography/lakes/lake-db.fgb
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -55.865, ‘East’: 180.0, ‘North’: 83.576}}
- category:
surface water
- processing_notes:
extract of hydrolakes to only include natural lakes and exclude reservoirs and control lakes (ie filter on Lake_type = 1)
- author:
HydroSHEDS
hydro_reservoirs
- uri:
hydrography/reservoirs/reservoir-db.fgb
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -153.059, ‘South’: -45.881, ‘East’: 176.825, ‘North’: 70.396}}
- nodata:
-99
- category:
surface water
- notes:
GRanD.v1.1_HydroLAKES.v10_JRC.2016
- processing_notes:
combined not natural lakes from HydroLAKES v10 (Lake_type != 1) with reservoirs attributes from GRanD v1.1
- author:
Alessia Matano
hydro_river_atlas
- uri:
hydrography/hydro_atlas/river_atlas_v10.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -179.998, ‘South’: -55.877, ‘East’: 179.998, ‘North’: 83.59}}
- category:
hydrography
- notes:
renaming and units might require some revision
- paper_doi:
10.1038/s41597-019-0300-6
- paper_ref:
Linke et al. (2019)
- url:
- license:
CC BY 4.0
hydro_rivers_lin
- uri:
hydrography/rivers_lin2019/rivers_ge30m.fgb
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- extent:
{‘bbox’: {‘West’: -177.204, ‘South’: -55.414, ‘East’: 180.237, ‘North’: 82.112}}
- category:
hydrography
- paper_doi:
10.5281/zenodo.3552776
- paper_ref:
Lin et al. (2019)
- processing_notes:
hydrography/rivers_lin2019/README
- url:
- license:
CC-BY-NC 4.0
koppen_geiger
- uri:
meteo/climate_classification_v2017/Map_KG-Global.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- nodata:
0
- category:
meteo
- paper_doi:
10.1127/0941-2948/2006/0130
- paper_ref:
Kottek et al. (2006)
- url:
p://koeppen-geiger.vu-wien.ac.at/present.htm
mdt_cnes_cls18
- uri:
topography/mdt_cnes_cls18/MDT_CNES_CLS18_global_filled.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- unit:
m+GOCO05S
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- category:
topography
- paper_doi:
10.5194/os-17-789-2021
- paper_ref:
Mulet et al (2021)
- processing_script:
topography/mdt_cnes_cls18/convert_lon_fill_mdt.ipynb
- url:
https://www.aviso.altimetry.fr/en/data/products/auxiliary-products/mdt.html
merit
- uri:
topography/merit/merit.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- category:
topography
- paper_doi:
10.1002/2017GL072874
- paper_ref:
Yamazaki et al. (2018)
- url:
p://hydro.iis.u-tokyo.ac.jp/~yamadai/MERIT_DEM/
- license:
CC-BY-NC 4.0 or ODbL 1.0
merit_hydro
- uri:
topography/merit_hydro/\*.vrt
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -60.0, ‘East’: 180.0, ‘North’: 85.0}}
- category:
topography
- paper_doi:
10.1029/2019WR024873
- paper_ref:
Yamazaki et al. (2019)
- processing_notes:
create vrt file with gdalbuildvrt; additional variables for stream-order, basin index (basins), and slope (lndslp) derived with pyflwdir
- url:
p://hydro.iis.u-tokyo.ac.jp/~yamadai/MERIT_Hydro
- license:
CC-BY-NC 4.0 or ODbL 1.0
merit_hydro_ihu
- uri:
topography/merit_hydro_ihu/30sec/\*.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -60.0, ‘East’: 180.0, ‘North’: 85.0}}
- category:
topography
- paper_doi:
10.5194/hess-2020-582
- paper_ref:
Eilander et al. (2021)
- source_doi:
10.5281/zenodo.5166932
- processing_notes:
topography/merit_hydro_ihu/README
- url:
- license:
ODC-By 1.0
merit_hydro_ihu_index
- uri:
topography/merit_hydro_ihu/30sec/basins.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.025, ‘South’: -59.467, ‘East’: 190.35, ‘North’: 83.683}}
- category:
topography
- paper_doi:
10.5194/hess-25-5287-2021
- paper_ref:
Eilander et al. (2021)
- processing_notes:
topography/merit_hydro_ihu/README
- url:
- license:
CC-BY-NC 4.0
merit_hydro_index
- uri:
topography/merit_hydro/basin_index.fgb
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.028, ‘South’: -59.46, ‘East’: 190.338, ‘North’: 83.661}}
- category:
topography
- paper_doi:
10.5194/hess-25-5287-2021
- paper_ref:
Eilander et al. (2021)
- license:
CC-BY-NC 4.0
merit_hydro_patch
- uri:
topography/merit_hydro/patches/\*.vrt
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -60.0, ‘East’: 180.0, ‘North’: 85.0}}
- category:
topography
- paper_doi:
10.1029/2019WR024873
- paper_ref:
Yamazaki et al. (2019)
- processing_script:
topography/merit_hydro/patches/scripts
- processing_notes:
local corrections of flow direction raster and re-derive the related maps (basins, uparea, strord)
- url:
p://hydro.iis.u-tokyo.ac.jp/~yamadai/MERIT_Hydro
- license:
CC-BY-NC 4.0 or ODbL 1.0
modis_lai
- uri:
landuse/modis/MODIS_MCD15A3H_LAI/\*.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.004, ‘South’: -90.002, ‘East’: 180.004, ‘North’: 90.002}}
- category:
landuse
- paper_doi:
10.5067/MODIS/MCD15A3H.006
- paper_ref:
Myneni et al (2015)
- processing_notes:
this dataset has been extracted from GEE (‘MODIS/006/MCD15A3H’) for the period ‘2003-01-01’, ‘2017-12-31’
- processing_script:
{‘GEE_script’: ‘landuse/modis/MODIS_MCD15A3H_LAI/GEE_MODIS_LAI.js’, ‘merge_script’: ‘landuse/modis/MODIS_MCD15A3H_LAI/merge_rasters_GEE_LAI.py’}
- url:
- license:
osm_coastlines
- uri:
geography/osm/osm_coastlines-db.fgb
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -78.733, ‘East’: 180.0, ‘North’: 90.0}}
- category:
geography
- notes:
OpenStreetMap coastlines water polygons, last updated 2020-01-09T05:29
- url:
- author:
OpenStreetMap
- license:
ODbL
osm_landareas
- uri:
geography/osm/osm_landareas-db.fgb
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 83.666}}
- category:
geography
- notes:
OpenStreetMap coastlines land polygons, last updated 2020-01-09T05:29
- url:
- author:
OpenStreetMap
- license:
ODbL
pcr_globwb
- uri:
hydro/pcr_globwb/glob_2005.zarr
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- nodata:
-9999
- category:
water demand
- notes:
last downloaded 2023-11-23
- paper_doi:
10.5281/zenodo.1045339
- paper_ref:
Sutanudjaja, E. H., et al (2017)
- processing_script:
hydro/pcr_globwb/prep_glob.py
- url:
pcr_globwb
- uri:
hydro/pcr_globwb/glob_2005.zarr
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- nodata:
-9999
- category:
water demand
- notes:
last downloaded 2023-11-23
- paper_doi:
10.5281/zenodo.1045339
- paper_ref:
Sutanudjaja, E. H., et al (2017)
- processing_script:
hydro/pcr_globwb/prep_glob.py
- url:
pcr_globwb
- uri:
hydro/pcr_globwb/glob_2005.zarr
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- nodata:
-9999
- category:
water demand
- notes:
last downloaded 2023-11-23
- paper_doi:
10.5281/zenodo.1045339
- paper_ref:
Sutanudjaja, E. H., et al (2017)
- processing_script:
hydro/pcr_globwb/prep_glob.py
- url:
pcr_globwb
- uri:
hydro/pcr_globwb/glob_2005.zarr
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- nodata:
-9999
- category:
water demand
- notes:
last downloaded 2023-11-23
- paper_doi:
10.5281/zenodo.1045339
- paper_ref:
Sutanudjaja, E. H., et al (2017)
- processing_script:
hydro/pcr_globwb/prep_glob.py
- url:
rgi
- uri:
hydrography/rgi/rgi.fgb
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -179.921, ‘South’: -78.309, ‘East’: 179.751, ‘North’: 83.608}}
- category:
surface water
- notes:
Randolph Glacier Inventory
- paper_doi:
10.3189/2014JoG13J176
- paper_ref:
Pfeffer et al. (2014)
- url:
https://cds.climate.copernicus.eu/cdsapp#!/dataset/insitu-glaciers-extent?tab=overview
- license:
CC BY 4.0
simard
- uri:
landuse/simard/sdat_10023_canopy_height_simard.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- category:
landuse
- paper_doi:
10.1029/2011JG001708
- paper_ref:
Simard et al (2011)
- url:
soilgrids
- uri:
soil/soilgrids_v1.0/\*_250m_ll.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- category:
soil
- notes:
soilthickness is based on 1) soilgrids (global) and 2) dataset for Eurasia (ESDAC, 2004; Panagos et al., 2012): ESDAC, 2004. The european soil database distribution version 2.0, european commission and the European soil bureau network. esdac.jrc.ec.europa.eu, accessed: 2017-11-17. Panagos, P., Van Liedekerke, M., Jones, A., Montanarella, L., 2012. European soil data centre: Response to european policy support and public data requirements. Land Use Policy 29 (2), 329–338.
- paper_doi:
10.1371/journal.pone.0169748
- paper_ref:
Hengl et al. (2017)
- processing_notes:
soilthickness is based on 1) soilgrids (global, depth to bedrock - BDRICM variable) and 2) dataset for Eurasia
- processing_script:
p:/wflow_global/static_data/wflow_sbm_parameters/
- url:
- license:
ODbL
vito_2015
- uri:
landuse/vito/ProbaV_LC100_epoch2015_global_v2.0.2_discrete-classification_EPSG-4326.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -60.0, ‘East’: 180.0, ‘North’: 80.0}}
- category:
landuse
- paper_doi:
10.5281/zenodo.3939038
- paper_ref:
Buchhorn et al (2020)
- url:
vito_2016
- uri:
landuse/vito/PROBAV_LC100_global_v3.0.1_2016-conso_Discrete-Classification-map_EPSG-4326.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -60.0, ‘East’: 180.0, ‘North’: 80.0}}
- category:
landuse
- paper_doi:
10.5281/zenodo.3518026
- paper_ref:
Buchhorn et al (2020)
- url:
vito_2017
- uri:
landuse/vito/PROBAV_LC100_global_v3.0.1_2017-conso_Discrete-Classification-map_EPSG-4326.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -60.0, ‘East’: 180.0, ‘North’: 80.0}}
- category:
landuse
- paper_doi:
10.5281/zenodo.3518036
- paper_ref:
Buchhorn et al (2020)
- url:
vito_2018
- uri:
landuse/vito/PROBAV_LC100_global_v3.0.1_2018-conso_Discrete-Classification-map_EPSG-4326.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -60.0, ‘East’: 180.0, ‘North’: 80.0}}
- category:
landuse
- paper_doi:
10.5281/zenodo.3518038
- paper_ref:
Buchhorn et al (2020)
- url:
vito_2019
- uri:
landuse/vito/ProbaV_LC100_global_v3.0.1_2019-nrt_discrete-classification-map_EPSG-4326.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -60.0, ‘East’: 180.0, ‘North’: 80.0}}
- category:
landuse
- paper_doi:
10.5281/zenodo.3939050
- paper_ref:
Buchhorn et al (2020)
- url:
wb_countries
- uri:
geography/wb/WB_countries_Admin0.fgb
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -59.473, ‘East’: 180.0, ‘North’: 83.634}}
- category:
socio-economic
- timestamp:
February 2020
- url:
https://datacatalog.worldbank.org/dataset/world-bank-official-boundaries
- author:
World Bank
- license:
CC-BY 4.0
worldclim
- uri:
meteo/worldclim_v2.0/wc2.0_30s_prec.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -90.0, ‘East’: 180.0, ‘North’: 90.0}}
- nodata:
-999.0
- category:
meteo
- paper_doi:
10.1002/joc.5086
- paper_ref:
Fick and Hijmans (2017)
- url:
worldpop_2020_UNadj_constrained
- uri:
socio_economic/worldpop/ppp_2020_UNadj_constrained.vrt
- data_type:
RasterDataset
- driver:
RasterioDriver
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -55.985, ‘East’: 180.0, ‘North’: 83.628}}
- processing_script:
socio_economic/worldpop/src/
worldpop_2020_constrained
- uri:
socio_economic/worldpop/ppp_2020_constrained.vrt
- data_type:
RasterDataset
- driver:
RasterioDriver
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -55.985, ‘East’: 180.0, ‘North’: 83.628}}
- nodata:
-99999
- category:
socio-economic
- paper_doi:
10.1371/journal.pone.0107042
- paper_ref:
Stevens et al. (2015)
- processing_script:
socio_economic/worldpop/src/
- url:
- license:
CC BY 4.0
wsf_bld_2015
- uri:
infrastructure/wsf/WSF2015_v1_EPSG4326.vrt
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- extent:
{‘bbox’: {‘West’: -180.0, ‘South’: -60.0, ‘East’: 180.0, ‘North’: 80.0}}
- category:
socio-economic
- paper_doi:
10.1038/s41597-020-00580-5
- paper_ref:
Marconcini at al (2020)
- url:
https://un-spider.org/links-and-resources/data-sources/world-settlement-footprint-2015-wsf-dlr-eoc
- license:
CC0 1.0
artifact_data
gadm_level1
- uri:
gadm_level1.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- notes:
last downloaded 2020-10-19; license required for commercial use
- url:
- author:
gadm
- license:
gadm_level2
- uri:
gadm_level2.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- notes:
last downloaded 2020-10-19; license required for commercial use
- url:
- author:
gadm
- license:
gadm_level3
- uri:
gadm_level3.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- notes:
last downloaded 2020-10-19; license required for commercial use
- url:
- author:
gadm
- license:
osm_coastlines
- uri:
osm_coastlines.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- url:
- author:
OpenStreetMap
- license:
ODbL
- info:
OpenStreetMap coastlines water polygons, last updated 2020-01-09T05:29
osm_landareas
- uri:
osm_landareas.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- url:
- author:
OpenStreetMap
- license:
ODbL
- info:
OpenStreetMap coastlines land polygons, last updated 2020-01-09T05:29
hydro_rivers_lin
- uri:
rivers_lin2019_v1.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- paper_doi:
10.5281/zenodo.3552776
- paper_ref:
Lin et al. (2019)
- processing_notes:
hydrography/rivers_lin2019/README
- url:
- license:
CC-BY-NC 4.0
chelsa
- uri:
chelsa.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- paper_doi:
10.1038/sdata.2017.122
- paper_ref:
Karger et al. (2017)
- url:
p://chelsa-climate.org/downloads/
- license:
CC BY 4.0
chirps_global
- uri:
chirps_global.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- paper_doi:
10.3133/ds832
- paper_ref:
Funk et al (2014)
- url:
- license:
CC
eobs
- uri:
eobs.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- paper_doi:
10.1029/2017JD028200
- paper_ref:
Cornes et al (2018)
- url:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- license:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
eobs_orography
- uri:
eobs_orography.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- paper_doi:
10.1029/2017JD028200
- paper_ref:
Cornes et al (2018)
- url:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- license:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
era5
- uri:
era5.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- history:
Extracted from Copernicus Climate Data Store; resampled by Deltares to daily frequency
- paper_doi:
10.1002/qj.3803
- paper_ref:
Hersbach et al. (2019)
- url:
- license:
https://cds.climate.copernicus.eu/cdsapp/#!/terms/licence-to-use-copernicus-products
era5_daily_zarr
- uri:
era5_daily_zarr.zarr
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- history:
Extracted from Copernicus Climate Data Store; resampled by Deltares to daily frequency
- paper_doi:
10.1002/qj.3803
- paper_ref:
Hersbach et al. (2019)
- url:
- license:
https://cds.climate.copernicus.eu/cdsapp/#!/terms/licence-to-use-copernicus-products
era5_hourly
- uri:
era5_hourly.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- history:
Extracted from Copernicus Climate Data Store
- paper_doi:
10.1002/qj.3803
- paper_ref:
Hersbach et al. (2019)
- url:
- license:
https://cds.climate.copernicus.eu/cdsapp/#!/terms/licence-to-use-copernicus-products
era5_hourly_zarr
- uri:
era5_hourly_zarr.zarr
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- history:
Extracted from Copernicus Climate Data Store
- paper_doi:
10.1002/qj.3803
- paper_ref:
Hersbach et al. (2019)
- url:
- license:
https://cds.climate.copernicus.eu/cdsapp/#!/terms/licence-to-use-copernicus-products
era5_orography
- uri:
era5_orography.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- history:
Extracted from Copernicus Climate Data Store
- paper_doi:
10.1002/qj.3803
- paper_ref:
Hersbach et al. (2019)
- url:
- license:
https://cds.climate.copernicus.eu/cdsapp/#!/terms/licence-to-use-copernicus-products
koppen_geiger
- uri:
koppen_geiger.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- nodata:
0
- paper_doi:
10.1127/0941-2948/2006/0130
- paper_ref:
Kottek et al. (2006)
- url:
p://koeppen-geiger.vu-wien.ac.at/present.htm
worldclim
- uri:
worldclim.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- paper_doi:
10.1002/joc.5086
- paper_ref:
Fick and Hijmans (2017)
- url:
gtsmv3_eu_era5
- uri:
gtsmv3_eu_era5.nc
- data_type:
GeoDataset
- driver:
GeoDatasetXarrayDriver
- crs:
4326
- paper_doi:
10.24381/cds.8c59054f
- paper_ref:
Copernicus Climate Change Service 2019
- url:
https://cds.climate.copernicus.eu/cdsapp#!/dataset/10.24381/cds.8c59054f?tab=overview
- license:
https://cds.climate.copernicus.eu/cdsapp/#!/terms/licence-to-use-copernicus-products
wb_countries
- uri:
wb_countries.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- author:
World Bank
- timestamp:
February 2020
- url:
https://datacatalog.worldbank.org/dataset/world-bank-official-boundaries
- license:
CC-BY 4.0
dtu10mdt
- uri:
dtu10mdt.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- unit:
m+EGM2008
- paper_doi:
10.1029/2008JC005179
- paper_ref:
Andersen and Knudsen (2009)
- url:
https://www.space.dtu.dk/english/research/scientific_data_and_models/global_mean_dynamic_topography
dtu10mdt_egm96
- uri:
dtu10mdt_egm96.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- unit:
m+EGM96
- paper_doi:
10.1029/2008JC005179
- paper_ref:
Andersen and Knudsen (2009)
- url:
https://www.space.dtu.dk/english/research/scientific_data_and_models/global_mean_dynamic_topography
gebco
- uri:
gebco.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- unit:
m+MSL
- paper_doi:
10.5285/a29c5465-b138-234d-e053-6c86abc040b9
- paper_ref:
Weatherall et al (2020)
- url:
https://www.bodc.ac.uk/data/open_download/gebco/gebco_2020/geotiff/
- license:
https://www.gebco.net/data_and_products/gridded_bathymetry_data/#a1
mdt_cnes_cls18
- uri:
mdt_cnes_cls18.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- unit:
m+GOCO05S
- paper_doi:
10.5194/os-17-789-2021
- paper_ref:
Mulet et al (2021)
- url:
https://www.aviso.altimetry.fr/en/data/products/auxiliary-products/mdt.html
merit_hydro
- uri:
merit_hydro/{variable}.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- paper_doi:
10.1029/2019WR024873
- paper_ref:
Yamazaki et al. (2019)
- url:
p://hydro.iis.u-tokyo.ac.jp/~yamadai/MERIT_Hydro
- license:
CC-BY-NC 4.0 or ODbL 1.0
merit_hydro_ihu
- uri:
merit_hydro_1k/{variable}.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- paper_doi:
10.5194/hess-2020-582
- paper_ref:
Eilander et al. (in review)
- url:
- license:
CC-BY-NC 4.0
merit_hydro_index
- uri:
merit_hydro_index.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- paper_doi:
10.5194/hess-2020-582
- paper_ref:
Eilander et al. (in review)
- license:
CC-BY-NC 4.0
corine
- uri:
corine.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- url:
https://land.copernicus.eu/pan-european/corine-land-cover/clc2018
- author:
European Environment Agency
- license:
https://land.copernicus.eu/pan-european/corine-land-cover/clc2018?tab=metadata
gcn250
- uri:
gcn250/{variable}.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- nodata:
255
- paper_doi:
10.1038/s41597-019-0155-x
- paper_ref:
Jaafar et al. (2019)
- url:
- license:
CC BY 4.0
gdp_world
- uri:
gdp_world.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- author:
Wilfred Altena
- license:
CC BY-4.0
- info:
data combined from World Bank (https://data.worldbank.org/indicator/NY.GDP.MKTP.CD) and CIA World Factbook (https://www.cia.gov/the-world-factbook/field/real-gdp-per-capita/country-comparison)
ghs_pop_2015
- uri:
ghs_pop_2015.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- paper_doi:
10.2905/0C6B9751-A71F-4062-830B-43C9F432370F
- paper_ref:
Schiavina et al (2019)
- url:
https://data.jrc.ec.europa.eu/dataset/0c6b9751-a71f-4062-830b-43c9f432370f
- author:
JRC-ISPRA EC
- license:
ghs_pop_2015_54009
- uri:
ghs_pop_2015_54009.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
[‘ESRI’, ‘54009’]
- paper_doi:
10.2760/062975
- paper_ref:
Florczyk et al (2019)
- url:
- license:
CC BY 4.0
ghs_smod_2015
- uri:
ghs-smod_2015_v2.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
[‘ESRI’, ‘54009’]
- author:
JRC-ISPRA EC
- license:
- paper_doi:
10.2905/42E8BE89-54FF-464E-BE7B-BF9E64DA5218
- paper_ref:
Pesaresi et al (2019)
- url:
https://data.jrc.ec.europa.eu/dataset/42e8be89-54ff-464e-be7b-bf9e64da5218
ghs_smod_2015
- uri:
ghs-smod_2015_v2.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
[‘ESRI’, ‘54009’]
- author:
JRC-ISPRA EC
- license:
- paper_doi:
10.2905/42E8BE89-54FF-464E-BE7B-BF9E64DA5218
- paper_ref:
Pesaresi et al (2019)
- url:
https://data.jrc.ec.europa.eu/dataset/42e8be89-54ff-464e-be7b-bf9e64da5218
globcover_2009
- uri:
globcover.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- paper_doi:
10.1594/PANGAEA.787668
- paper_ref:
Arino et al (2012)
- url:
p://due.esrin.esa.int/page_globcover.php
- license:
CC-BY-3.0
glw_buffaloes
- uri:
glw_buffaloes.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- paper_doi:
10.7910/DVN/5U8MWI
- paper_ref:
Gilbert at al (2018)
- url:
- author:
glw (Gridded Livestock of World 3 Dataverse)
- license:
CC 4.0
glw_cattle
- uri:
glw_cattle.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- paper_doi:
10.7910/DVN/GIVQ75
- paper_ref:
Gilbert at al (2018)
- url:
- author:
glw (Gridded Livestock of World 3 Dataverse)
- license:
CC 4.0
glw_chicken
- uri:
glw_chicken.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- paper_doi:
10.7910/DVN/SUFASB
- paper_ref:
Gilbert at al (2018)
- url:
- author:
glw (Gridded Livestock of World 3 Dataverse)
- license:
CC 4.0
glw_ducks
- uri:
glw_ducks.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- paper_doi:
10.7910/DVN/ICHCBH
- paper_ref:
Gilbert at al (2018)
- url:
- author:
glw (Gridded Livestock of World 3 Dataverse)
- license:
CC 4.0
glw_goats
- uri:
glw_goats.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- paper_doi:
10.7910/DVN/OCPH42
- paper_ref:
Gilbert at al (2018)
- url:
- author:
glw (Gridded Livestock of World 3 Dataverse)
- license:
CC 4.0
glw_horses
- uri:
glw_horses.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- paper_doi:
10.7910/DVN/7Q52MV
- paper_ref:
Gilbert at al (2018)
- url:
- author:
glw (Gridded Livestock of World 3 Dataverse)
- license:
CC 4.0
glw_pigs
- uri:
glw_pigs.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- paper_doi:
10.7910/DVN/33N0JG
- paper_ref:
Gilbert at al (2018)
- url:
- author:
glw (Gridded Livestock of World 3 Dataverse)
- license:
CC 4.0
glw_sheep
- uri:
glw_sheep.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- paper_doi:
10.7910/DVN/BLWPZN
- paper_ref:
Gilbert at al (2018)
- url:
- author:
glw (Gridded Livestock of World 3 Dataverse)
- license:
CC 4.0
grdc
- uri:
grdc.csv
- data_type:
GeoDataFrame
- driver:
GeoDataFrameTableDriver
- crs:
4326
- url:
- license:
- info:
GRDC-Station Catalogue, last downloaded 2020-07-16
grip_roads
- uri:
grip_roads.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- paper_doi:
10.1088/1748-9326/aabd42
- paper_ref:
Meijer et al, 2018
- url:
- license:
CC0-1.0
grwl
- uri:
grwl.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- paper_doi:
10.1126/science.aat0636
- paper_ref:
Allen and Pavelsky (2018)
- url:
- license:
CC BY 4.0
grwl_mask
- uri:
grwl_tindex.gpkg
- data_type:
RasterDataset
- driver:
RasterioDriver
- nodata:
0
- paper_doi:
10.1126/science.aat0636
- paper_ref:
Allen and Pavelsky (2018)
- url:
- license:
CC BY 4.0
gswo
- uri:
gswo.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- nodata:
255
- paper_doi:
10.1038/nature20584
- paper_ref:
Pekel et al. (2016)
- url:
guf_bld_2012
- uri:
guf_bld_2012.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- paper_doi:
10.1016/j.isprsjprs.2017.10.012
- paper_ref:
Esch et al (2017)
- url:
p://www.dlr.de/guf
- license:
hydro_lakes
- uri:
hydro_lakes.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- author:
Arjen Haag
- info:
HydroLAKES.v10_extract
hydro_reservoirs
- uri:
hydro_reservoirs.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- nodata:
-99
- author:
Alessia Matano
- info:
GRanD.v1.1_HydroLAKES.v10_JRC.2016
modis_lai
- uri:
modis_lai.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- notes:
this dataset has been extracted from GEE (‘MODIS/006/MCD15A3H’) for the period ‘2003-01-01’, ‘2017-12-31’
- paper_doi:
10.5067/MODIS/MCD15A3H.006
- paper_ref:
Myneni et al (2015)
- url:
- license:
rgi
- uri:
rgi.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- paper_doi:
10.3189/2014JoG13J176
- paper_ref:
Pfeffer et al. (2014)
- url:
https://cds.climate.copernicus.eu/cdsapp#!/dataset/insitu-glaciers-extent?tab=overview
- license:
CC BY 4.0
- info:
Randolph Glacier Inventory
simard
- uri:
simard.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- paper_doi:
10.1029/2011JG001708
- paper_ref:
Simard et al (2011)
- url:
soilgrids
- uri:
soilgrids/{variable}.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- notes:
soilthickness is based on 1) soilgrids (global) and 2) dataset for Eurasia (ESDAC, 2004; Panagos et al., 2012): ESDAC, 2004. The european soil database distribution version 2.0, european commission and the European soil bureau network. esdac.jrc.ec.europa.eu, accessed: 2017-11-17. Panagos, P., Van Liedekerke, M., Jones, A., Montanarella, L., 2012. European soil data centre: Response to european policy support and public data requirements. Land Use Policy 29 (2), 329–338.
- paper_doi:
10.1371/journal.pone.0169748
- paper_ref:
Hengl et al. (2017)
- url:
- license:
ODbL
vito_2015
- uri:
vito.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- paper_doi:
10.5281/zenodo.3939038
- paper_ref:
Buchhorn et al (2020)
- url:
chelsa
- uri:
chelsa.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- category:
meteo
- paper_doi:
10.1038/sdata.2017.122
- paper_ref:
Karger et al. (2017)
- url:
p://chelsa-climate.org/downloads/
- license:
CC BY 4.0
chirps_global
- uri:
chirps_global.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- category:
meteo
- paper_doi:
10.3133/ds832
- paper_ref:
Funk et al (2014)
- url:
- license:
CC
corine
- uri:
corine.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- category:
landuse & landcover
- url:
https://land.copernicus.eu/pan-european/corine-land-cover/clc2018
- author:
European Environment Agency
- license:
https://land.copernicus.eu/pan-european/corine-land-cover/clc2018?tab=metadata
dtu10mdt
- uri:
dtu10mdt.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- unit:
m+EGM2008
- category:
topography
- paper_doi:
10.1029/2008JC005179
- paper_ref:
Andersen and Knudsen (2009)
- url:
https://www.space.dtu.dk/english/research/scientific_data_and_models/global_mean_dynamic_topography
dtu10mdt_egm96
- uri:
dtu10mdt_egm96.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- unit:
m+EGM96
- category:
topography
- paper_doi:
10.1029/2008JC005179
- paper_ref:
Andersen and Knudsen (2009)
- url:
https://www.space.dtu.dk/english/research/scientific_data_and_models/global_mean_dynamic_topography
eobs
- uri:
eobs.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- category:
meteo
- paper_doi:
10.1029/2017JD028200
- paper_ref:
Cornes et al (2018)
- url:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- license:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
eobs_orography
- uri:
eobs_orography.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- category:
meteo
- paper_doi:
10.1029/2017JD028200
- paper_ref:
Cornes et al (2018)
- url:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
- license:
https://surfobs.climate.copernicus.eu/dataaccess/access_eobs.php#datafiles
era5
- uri:
era5.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- category:
meteo
- history:
Extracted from Copernicus Climate Data Store; resampled by Deltares to daily frequency
- paper_doi:
10.1002/qj.3803
- paper_ref:
Hersbach et al. (2019)
- url:
- license:
https://cds.climate.copernicus.eu/cdsapp/#!/terms/licence-to-use-copernicus-products
era5_daily_zarr
- uri:
era5_daily_zarr.zarr
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- category:
meteo
- history:
Extracted from Copernicus Climate Data Store; resampled by Deltares to daily frequency
- paper_doi:
10.1002/qj.3803
- paper_ref:
Hersbach et al. (2019)
- url:
- license:
https://cds.climate.copernicus.eu/cdsapp/#!/terms/licence-to-use-copernicus-products
era5_hourly
- uri:
era5_hourly.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- category:
meteo
- history:
Extracted from Copernicus Climate Data Store
- paper_doi:
10.1002/qj.3803
- paper_ref:
Hersbach et al. (2019)
- url:
- license:
https://cds.climate.copernicus.eu/cdsapp/#!/terms/licence-to-use-copernicus-products
era5_hourly_zarr
- uri:
era5_hourly_zarr.zarr
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- category:
meteo
- history:
Extracted from Copernicus Climate Data Store
- paper_doi:
10.1002/qj.3803
- paper_ref:
Hersbach et al. (2019)
- url:
- license:
https://cds.climate.copernicus.eu/cdsapp/#!/terms/licence-to-use-copernicus-products
era5_orography
- uri:
era5_orography.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- category:
meteo
- history:
Extracted from Copernicus Climate Data Store
- paper_doi:
10.1002/qj.3803
- paper_ref:
Hersbach et al. (2019)
- url:
- license:
https://cds.climate.copernicus.eu/cdsapp/#!/terms/licence-to-use-copernicus-products
gadm_level1
- uri:
gadm_level1.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- category:
geography
- notes:
last downloaded 2020-10-19; license required for commercial use
- url:
- author:
gadm
- license:
gadm_level2
- uri:
gadm_level2.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- category:
geography
- notes:
last downloaded 2020-10-19; license required for commercial use
- url:
- author:
gadm
- license:
gadm_level3
- uri:
gadm_level3.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- category:
geography
- notes:
last downloaded 2020-10-19; license required for commercial use
- url:
- author:
gadm
- license:
gcn250
- uri:
gcn250/{variable}.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- nodata:
255
- category:
soil
- paper_doi:
10.1038/s41597-019-0155-x
- paper_ref:
Jaafar et al. (2019)
- url:
- license:
CC BY 4.0
gdp_world
- uri:
gdp_world.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- category:
socio economic
- author:
Wilfred Altena
- license:
CC BY-4.0
- info:
data combined from World Bank (https://data.worldbank.org/indicator/NY.GDP.MKTP.CD) and CIA World Factbook (https://www.cia.gov/the-world-factbook/field/real-gdp-per-capita/country-comparison)
gebco
- uri:
gebco.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- unit:
m+MSL
- category:
topography
- paper_doi:
10.5285/a29c5465-b138-234d-e053-6c86abc040b9
- paper_ref:
Weatherall et al (2020)
- url:
https://www.bodc.ac.uk/data/open_download/gebco/gebco_2020/geotiff/
- license:
https://www.gebco.net/data_and_products/gridded_bathymetry_data/#a1
ghs_pop_2015
- uri:
ghs_pop_2015.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- category:
socio economic
- paper_doi:
10.2905/0C6B9751-A71F-4062-830B-43C9F432370F
- paper_ref:
Schiavina et al (2019)
- url:
https://data.jrc.ec.europa.eu/dataset/0c6b9751-a71f-4062-830b-43c9f432370f
- author:
JRC-ISPRA EC
- license:
ghs_pop_2015_54009
- uri:
ghs_pop_2015_54009.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
[‘ESRI’, ‘54009’]
- category:
socio economic
- paper_doi:
10.2760/062975
- paper_ref:
Florczyk et al (2019)
- url:
- license:
CC BY 4.0
ghs_smod_2015
- uri:
ghs-smod_2015_v2.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
[‘ESRI’, ‘54009’]
- category:
socio economic
- author:
JRC-ISPRA EC
- license:
- paper_doi:
10.2905/42E8BE89-54FF-464E-BE7B-BF9E64DA5218
- paper_ref:
Pesaresi et al (2019)
- url:
https://data.jrc.ec.europa.eu/dataset/42e8be89-54ff-464e-be7b-bf9e64da5218
ghs_smod_2015
- uri:
ghs-smod_2015_v2.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
[‘ESRI’, ‘54009’]
- category:
socio economic
- author:
JRC-ISPRA EC
- license:
- paper_doi:
10.2905/42E8BE89-54FF-464E-BE7B-BF9E64DA5218
- paper_ref:
Pesaresi et al (2019)
- url:
https://data.jrc.ec.europa.eu/dataset/42e8be89-54ff-464e-be7b-bf9e64da5218
globcover_2009
- uri:
globcover.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- category:
landuse & landcover
- paper_doi:
10.1594/PANGAEA.787668
- paper_ref:
Arino et al (2012)
- url:
p://due.esrin.esa.int/page_globcover.php
- license:
CC-BY-3.0
glw_buffaloes
- uri:
glw_buffaloes.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- category:
socio economic
- paper_doi:
10.7910/DVN/5U8MWI
- paper_ref:
Gilbert at al (2018)
- url:
- author:
glw (Gridded Livestock of World 3 Dataverse)
- license:
CC 4.0
glw_cattle
- uri:
glw_cattle.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- category:
socio economic
- paper_doi:
10.7910/DVN/GIVQ75
- paper_ref:
Gilbert at al (2018)
- url:
- author:
glw (Gridded Livestock of World 3 Dataverse)
- license:
CC 4.0
glw_chicken
- uri:
glw_chicken.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- category:
socio economic
- paper_doi:
10.7910/DVN/SUFASB
- paper_ref:
Gilbert at al (2018)
- url:
- author:
glw (Gridded Livestock of World 3 Dataverse)
- license:
CC 4.0
glw_ducks
- uri:
glw_ducks.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- category:
socio economic
- paper_doi:
10.7910/DVN/ICHCBH
- paper_ref:
Gilbert at al (2018)
- url:
- author:
glw (Gridded Livestock of World 3 Dataverse)
- license:
CC 4.0
glw_goats
- uri:
glw_goats.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- category:
socio economic
- paper_doi:
10.7910/DVN/OCPH42
- paper_ref:
Gilbert at al (2018)
- url:
- author:
glw (Gridded Livestock of World 3 Dataverse)
- license:
CC 4.0
glw_horses
- uri:
glw_horses.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- category:
socio economic
- paper_doi:
10.7910/DVN/7Q52MV
- paper_ref:
Gilbert at al (2018)
- url:
- author:
glw (Gridded Livestock of World 3 Dataverse)
- license:
CC 4.0
glw_pigs
- uri:
glw_pigs.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- category:
socio economic
- paper_doi:
10.7910/DVN/33N0JG
- paper_ref:
Gilbert at al (2018)
- url:
- author:
glw (Gridded Livestock of World 3 Dataverse)
- license:
CC 4.0
glw_sheep
- uri:
glw_sheep.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- category:
socio economic
- paper_doi:
10.7910/DVN/BLWPZN
- paper_ref:
Gilbert at al (2018)
- url:
- author:
glw (Gridded Livestock of World 3 Dataverse)
- license:
CC 4.0
grdc
- uri:
grdc.csv
- data_type:
GeoDataFrame
- driver:
GeoDataFrameTableDriver
- crs:
4326
- category:
observed data
- url:
- license:
- info:
GRDC-Station Catalogue, last downloaded 2020-07-16
grip_roads
- uri:
grip_roads.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- category:
road
- paper_doi:
10.1088/1748-9326/aabd42
- paper_ref:
Meijer et al, 2018
- url:
- license:
CC0-1.0
grwl
- uri:
grwl.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- category:
surface water
- paper_doi:
10.1126/science.aat0636
- paper_ref:
Allen and Pavelsky (2018)
- url:
- license:
CC BY 4.0
grwl_mask
- uri:
grwl_tindex.gpkg
- data_type:
RasterDataset
- driver:
RasterioDriver
- nodata:
0
- paper_doi:
10.1126/science.aat0636
- paper_ref:
Allen and Pavelsky (2018)
- url:
- license:
CC BY 4.0
gswo
- uri:
gswo.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- nodata:
255
- category:
surface water
- paper_doi:
10.1038/nature20584
- paper_ref:
Pekel et al. (2016)
- url:
gtsmv3_eu_era5
- uri:
gtsmv3_eu_era5.nc
- data_type:
GeoDataset
- driver:
GeoDatasetXarrayDriver
- crs:
4326
- category:
ocean
- paper_doi:
10.24381/cds.8c59054f
- paper_ref:
Copernicus Climate Change Service 2019
- url:
https://cds.climate.copernicus.eu/cdsapp#!/dataset/10.24381/cds.8c59054f?tab=overview
- license:
https://cds.climate.copernicus.eu/cdsapp/#!/terms/licence-to-use-copernicus-products
guf_bld_2012
- uri:
guf_bld_2012.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- category:
socio economic
- paper_doi:
10.1016/j.isprsjprs.2017.10.012
- paper_ref:
Esch et al (2017)
- url:
p://www.dlr.de/guf
- license:
hydro_lakes
- uri:
hydro_lakes.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- category:
surface water
- author:
Arjen Haag
- info:
HydroLAKES.v10_extract
hydro_reservoirs
- uri:
hydro_reservoirs.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- nodata:
-99
- category:
surface water
- author:
Alessia Matano
- info:
GRanD.v1.1_HydroLAKES.v10_JRC.2016
hydro_rivers_lin
- uri:
rivers_lin2019_v1.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- category:
hydrography
- paper_doi:
10.5281/zenodo.3552776
- paper_ref:
Lin et al. (2019)
- processing_notes:
hydrography/rivers_lin2019/README
- url:
- license:
CC-BY-NC 4.0
koppen_geiger
- uri:
koppen_geiger.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- nodata:
0
- category:
meteo
- paper_doi:
10.1127/0941-2948/2006/0130
- paper_ref:
Kottek et al. (2006)
- url:
p://koeppen-geiger.vu-wien.ac.at/present.htm
mdt_cnes_cls18
- uri:
mdt_cnes_cls18.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- unit:
m+GOCO05S
- category:
topography
- paper_doi:
10.5194/os-17-789-2021
- paper_ref:
Mulet et al (2021)
- url:
https://www.aviso.altimetry.fr/en/data/products/auxiliary-products/mdt.html
merit_hydro
- uri:
merit_hydro/{variable}.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- category:
topography
- paper_doi:
10.1029/2019WR024873
- paper_ref:
Yamazaki et al. (2019)
- url:
p://hydro.iis.u-tokyo.ac.jp/~yamadai/MERIT_Hydro
- license:
CC-BY-NC 4.0 or ODbL 1.0
merit_hydro_ihu
- uri:
merit_hydro_1k/{variable}.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- category:
topography
- paper_doi:
10.5194/hess-2020-582
- paper_ref:
Eilander et al. (in review)
- url:
- license:
CC-BY-NC 4.0
merit_hydro_index
- uri:
merit_hydro_index.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- category:
topography
- paper_doi:
10.5194/hess-2020-582
- paper_ref:
Eilander et al. (in review)
- license:
CC-BY-NC 4.0
modis_lai
- uri:
modis_lai.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- category:
landuse & landcover
- notes:
this dataset has been extracted from GEE (‘MODIS/006/MCD15A3H’) for the period ‘2003-01-01’, ‘2017-12-31’
- paper_doi:
10.5067/MODIS/MCD15A3H.006
- paper_ref:
Myneni et al (2015)
- url:
- license:
osm_coastlines
- uri:
osm_coastlines.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- category:
geography
- url:
- author:
OpenStreetMap
- license:
ODbL
- info:
OpenStreetMap coastlines water polygons, last updated 2020-01-09T05:29
osm_landareas
- uri:
osm_landareas.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- category:
geography
- url:
- author:
OpenStreetMap
- license:
ODbL
- info:
OpenStreetMap coastlines land polygons, last updated 2020-01-09T05:29
rgi
- uri:
rgi.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- category:
surface water
- paper_doi:
10.3189/2014JoG13J176
- paper_ref:
Pfeffer et al. (2014)
- url:
https://cds.climate.copernicus.eu/cdsapp#!/dataset/insitu-glaciers-extent?tab=overview
- license:
CC BY 4.0
- info:
Randolph Glacier Inventory
simard
- uri:
simard.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- category:
landuse & landcover
- paper_doi:
10.1029/2011JG001708
- paper_ref:
Simard et al (2011)
- url:
soilgrids
- uri:
soilgrids/{variable}.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- category:
soil
- notes:
soilthickness is based on 1) soilgrids (global) and 2) dataset for Eurasia (ESDAC, 2004; Panagos et al., 2012): ESDAC, 2004. The european soil database distribution version 2.0, european commission and the European soil bureau network. esdac.jrc.ec.europa.eu, accessed: 2017-11-17. Panagos, P., Van Liedekerke, M., Jones, A., Montanarella, L., 2012. European soil data centre: Response to european policy support and public data requirements. Land Use Policy 29 (2), 329–338.
- paper_doi:
10.1371/journal.pone.0169748
- paper_ref:
Hengl et al. (2017)
- url:
- license:
ODbL
vito_2015
- uri:
vito.tif
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- category:
landuse & landcover
- paper_doi:
10.5281/zenodo.3939038
- paper_ref:
Buchhorn et al (2020)
- url:
wb_countries
- uri:
wb_countries.gpkg
- data_type:
GeoDataFrame
- driver:
PyogrioDriver
- crs:
4326
- category:
socio-economic
- author:
World Bank
- timestamp:
February 2020
- url:
https://datacatalog.worldbank.org/dataset/world-bank-official-boundaries
- license:
CC-BY 4.0
worldclim
- uri:
worldclim.nc
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- category:
meteo
- paper_doi:
10.1002/joc.5086
- paper_ref:
Fick and Hijmans (2017)
- url:
aws_data
esa_worldcover_2020_v100
- uri:
s3://esa-worldcover/v100/2020/ESA_WorldCover_10m_2020_v100_Map_AWS.vrt
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- source_version:
v100
- url:
- license:
CC BY 4.0
esa_worldcover_2020_v100
- uri:
s3://esa-worldcover/v100/2020/ESA_WorldCover_10m_2020_v100_Map_AWS.vrt
- data_type:
RasterDataset
- driver:
RasterioDriver
- crs:
4326
- category:
landuse
- source_version:
v100
- url:
- license:
CC BY 4.0
gcs_cmip6_data
cmip6_AS-RCEC/TaiESM1_historical_r1i1p1f1_Amon
- uri:
gs://cmip6/CMIP6/CMIP/AS-RCEC/TaiESM1/historical/r1i1p1f1/Amon/{variable}/\*/\*
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- paper_doi:
10.1175/BAMS-D-11-00094.1
- paper_ref:
Taylor et al. 2012
- source_version:
1.3.1
- url:
- license:
CC BY 4.0
cmip6_AS-RCEC/TaiESM1_historical_r1i1p1f1_day
- uri:
gs://cmip6/CMIP6/CMIP/AS-RCEC/TaiESM1/historical/r1i1p1f1/day/{variable}/\*/\*
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- paper_doi:
10.1175/BAMS-D-11-00094.1
- paper_ref:
Taylor et al. 2012
- source_version:
1.3.1
- url:
- license:
CC BY 4.0
cmip6_AS-RCEC/TaiESM1_ssp245_r1i1p1f1_Amon
- uri:
gs://cmip6/CMIP6/ScenarioMIP/AS-RCEC/TaiESM1/ssp245/r1i1p1f1/Amon/{variable}/\*/\*
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- paper_doi:
10.1175/BAMS-D-11-00094.1
- paper_ref:
Taylor et al. 2012
- source_version:
1.3.1
- url:
- license:
CC BY 4.0
cmip6_AS-RCEC/TaiESM1_ssp245_r1i1p1f1_day
- uri:
gs://cmip6/CMIP6/ScenarioMIP/AS-RCEC/TaiESM1/ssp245/r1i1p1f1/day/{variable}/\*/\*
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- paper_doi:
10.1175/BAMS-D-11-00094.1
- paper_ref:
Taylor et al. 2012
- source_version:
1.3.1
- url:
- license:
CC BY 4.0
cmip6_AS-RCEC/TaiESM1_ssp585_r1i1p1f1_Amon
- uri:
gs://cmip6/CMIP6/ScenarioMIP/AS-RCEC/TaiESM1/ssp585/r1i1p1f1/Amon/{variable}/\*/\*
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- paper_doi:
10.1175/BAMS-D-11-00094.1
- paper_ref:
Taylor et al. 2012
- source_version:
1.3.1
- url:
- license:
CC BY 4.0
cmip6_AS-RCEC/TaiESM1_ssp585_r1i1p1f1_day
- uri:
gs://cmip6/CMIP6/ScenarioMIP/AS-RCEC/TaiESM1/ssp585/r1i1p1f1/day/{variable}/\*/\*
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- paper_doi:
10.1175/BAMS-D-11-00094.1
- paper_ref:
Taylor et al. 2012
- source_version:
1.3.1
- url:
- license:
CC BY 4.0
cmip6_CAS/FGOALS-f3-L_historical_r1i1p1f1_Amon
- uri:
gs://cmip6/CMIP6/CMIP/CAS/FGOALS-f3-L/historical/r1i1p1f1/Amon/{variable}/\*/\*
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- paper_doi:
10.1175/BAMS-D-11-00094.1
- paper_ref:
Taylor et al. 2012
- source_version:
1.3.1
- url:
- license:
CC BY 4.0
cmip6_CAS/FGOALS-f3-L_historical_r1i1p1f1_day
- uri:
gs://cmip6/CMIP6/CMIP/CAS/FGOALS-f3-L/historical/r1i1p1f1/day/{variable}/\*/\*
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- paper_doi:
10.1175/BAMS-D-11-00094.1
- paper_ref:
Taylor et al. 2012
- source_version:
1.3.1
- url:
- license:
CC BY 4.0
cmip6_CMCC/CMCC-CM2-HR4_historical_r1i1p1f1_Amon
- uri:
gs://cmip6/CMIP6/CMIP/CMCC/CMCC-CM2-HR4/historical/r1i1p1f1/Amon/{variable}/\*/\*
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- paper_doi:
10.1175/BAMS-D-11-00094.1
- paper_ref:
Taylor et al. 2012
- source_version:
1.3.1
- url:
- license:
CC BY 4.0
cmip6_CMCC/CMCC-CM2-HR4_historical_r1i1p1f1_day
- uri:
gs://cmip6/CMIP6/CMIP/CMCC/CMCC-CM2-HR4/historical/r1i1p1f1/day/{variable}/\*/\*
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- paper_doi:
10.1175/BAMS-D-11-00094.1
- paper_ref:
Taylor et al. 2012
- source_version:
1.3.1
- url:
- license:
CC BY 4.0
cmip6_CMCC/CMCC-CM2-SR5_historical_r1i1p1f1_Amon
- uri:
gs://cmip6/CMIP6/CMIP/CMCC/CMCC-CM2-SR5/historical/r1i1p1f1/Amon/{variable}/\*/\*
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- paper_doi:
10.1175/BAMS-D-11-00094.1
- paper_ref:
Taylor et al. 2012
- source_version:
1.3.1
- url:
- license:
CC BY 4.0
cmip6_CMCC/CMCC-CM2-SR5_historical_r1i1p1f1_day
- uri:
gs://cmip6/CMIP6/CMIP/CMCC/CMCC-CM2-SR5/historical/r1i1p1f1/day/{variable}/\*/\*
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- paper_doi:
10.1175/BAMS-D-11-00094.1
- paper_ref:
Taylor et al. 2012
- source_version:
1.3.1
- url:
- license:
CC BY 4.0
cmip6_CMCC/CMCC-CM2-SR5_ssp126_r1i1p1f1_Amon
- uri:
gs://cmip6/CMIP6/ScenarioMIP/CMCC/CMCC-CM2-SR5/ssp126/r1i1p1f1/Amon/{variable}/\*/\*
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- paper_doi:
10.1175/BAMS-D-11-00094.1
- paper_ref:
Taylor et al. 2012
- source_version:
1.3.1
- url:
- license:
CC BY 4.0
cmip6_CMCC/CMCC-CM2-SR5_ssp126_r1i1p1f1_day
- uri:
gs://cmip6/CMIP6/ScenarioMIP/CMCC/CMCC-CM2-SR5/ssp126/r1i1p1f1/day/{variable}/\*/\*
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- paper_doi:
10.1175/BAMS-D-11-00094.1
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gs://cmip6/CMIP6/CMIP/NOAA-GFDL/GFDL-ESM4/historical/r1i1p1f1/day/{variable}/\*/\*
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RasterDataset
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RasterDatasetXarrayDriver
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4326
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climate
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10.1175/BAMS-D-11-00094.1
- paper_ref:
Taylor et al. 2012
- source_version:
1.3.1
- url:
- license:
CC BY 4.0
cmip6_NOAA-GFDL/GFDL-ESM4_ssp119_r1i1p1f1_Amon
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gs://cmip6/CMIP6/ScenarioMIP/NOAA-GFDL/GFDL-ESM4/ssp119/r1i1p1f1/Amon/{variable}/\*/\*
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RasterDataset
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RasterDatasetXarrayDriver
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4326
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climate
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10.1175/BAMS-D-11-00094.1
- paper_ref:
Taylor et al. 2012
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1.3.1
- url:
- license:
CC BY 4.0
cmip6_NOAA-GFDL/GFDL-ESM4_ssp119_r1i1p1f1_day
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gs://cmip6/CMIP6/ScenarioMIP/NOAA-GFDL/GFDL-ESM4/ssp119/r1i1p1f1/day/{variable}/\*/\*
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RasterDataset
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RasterDatasetXarrayDriver
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4326
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climate
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10.1175/BAMS-D-11-00094.1
- paper_ref:
Taylor et al. 2012
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1.3.1
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- license:
CC BY 4.0
cmip6_NOAA-GFDL/GFDL-ESM4_ssp126_r1i1p1f1_Amon
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gs://cmip6/CMIP6/ScenarioMIP/NOAA-GFDL/GFDL-ESM4/ssp126/r1i1p1f1/Amon/{variable}/\*/\*
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RasterDataset
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RasterDatasetXarrayDriver
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4326
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climate
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10.1175/BAMS-D-11-00094.1
- paper_ref:
Taylor et al. 2012
- source_version:
1.3.1
- url:
- license:
CC BY 4.0
cmip6_NOAA-GFDL/GFDL-ESM4_ssp126_r1i1p1f1_day
- uri:
gs://cmip6/CMIP6/ScenarioMIP/NOAA-GFDL/GFDL-ESM4/ssp126/r1i1p1f1/day/{variable}/\*/\*
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RasterDataset
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RasterDatasetXarrayDriver
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4326
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climate
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10.1175/BAMS-D-11-00094.1
- paper_ref:
Taylor et al. 2012
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1.3.1
- url:
- license:
CC BY 4.0
cmip6_NOAA-GFDL/GFDL-ESM4_ssp245_r1i1p1f1_Amon
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gs://cmip6/CMIP6/ScenarioMIP/NOAA-GFDL/GFDL-ESM4/ssp245/r1i1p1f1/Amon/{variable}/\*/\*
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RasterDataset
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RasterDatasetXarrayDriver
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4326
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climate
- paper_doi:
10.1175/BAMS-D-11-00094.1
- paper_ref:
Taylor et al. 2012
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1.3.1
- url:
- license:
CC BY 4.0
cmip6_NOAA-GFDL/GFDL-ESM4_ssp245_r1i1p1f1_day
- uri:
gs://cmip6/CMIP6/ScenarioMIP/NOAA-GFDL/GFDL-ESM4/ssp245/r1i1p1f1/day/{variable}/\*/\*
- data_type:
RasterDataset
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RasterDatasetXarrayDriver
- crs:
4326
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climate
- paper_doi:
10.1175/BAMS-D-11-00094.1
- paper_ref:
Taylor et al. 2012
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1.3.1
- url:
- license:
CC BY 4.0
cmip6_NOAA-GFDL/GFDL-ESM4_ssp370_r1i1p1f1_Amon
- uri:
gs://cmip6/CMIP6/ScenarioMIP/NOAA-GFDL/GFDL-ESM4/ssp370/r1i1p1f1/Amon/{variable}/\*/\*
- data_type:
RasterDataset
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RasterDatasetXarrayDriver
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4326
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climate
- paper_doi:
10.1175/BAMS-D-11-00094.1
- paper_ref:
Taylor et al. 2012
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1.3.1
- url:
- license:
CC BY 4.0
cmip6_NOAA-GFDL/GFDL-ESM4_ssp370_r1i1p1f1_day
- uri:
gs://cmip6/CMIP6/ScenarioMIP/NOAA-GFDL/GFDL-ESM4/ssp370/r1i1p1f1/day/{variable}/\*/\*
- data_type:
RasterDataset
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RasterDatasetXarrayDriver
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4326
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climate
- paper_doi:
10.1175/BAMS-D-11-00094.1
- paper_ref:
Taylor et al. 2012
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1.3.1
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- license:
CC BY 4.0
cmip6_NOAA-GFDL/GFDL-ESM4_ssp585_r1i1p1f1_Amon
- uri:
gs://cmip6/CMIP6/ScenarioMIP/NOAA-GFDL/GFDL-ESM4/ssp585/r1i1p1f1/Amon/{variable}/\*/\*
- data_type:
RasterDataset
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RasterDatasetXarrayDriver
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4326
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climate
- paper_doi:
10.1175/BAMS-D-11-00094.1
- paper_ref:
Taylor et al. 2012
- source_version:
1.3.1
- url:
- license:
CC BY 4.0
cmip6_NOAA-GFDL/GFDL-ESM4_ssp585_r1i1p1f1_day
- uri:
gs://cmip6/CMIP6/ScenarioMIP/NOAA-GFDL/GFDL-ESM4/ssp585/r1i1p1f1/day/{variable}/\*/\*
- data_type:
RasterDataset
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RasterDatasetXarrayDriver
- crs:
4326
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climate
- paper_doi:
10.1175/BAMS-D-11-00094.1
- paper_ref:
Taylor et al. 2012
- source_version:
1.3.1
- url:
- license:
CC BY 4.0
cmip6_SNU/SAM0-UNICON_historical_r1i1p1f1_Amon
- uri:
gs://cmip6/CMIP6/CMIP/SNU/SAM0-UNICON/historical/r1i1p1f1/Amon/{variable}/\*/\*
- data_type:
RasterDataset
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RasterDatasetXarrayDriver
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4326
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climate
- paper_doi:
10.1175/BAMS-D-11-00094.1
- paper_ref:
Taylor et al. 2012
- source_version:
1.3.1
- url:
- license:
CC BY 4.0
cmip6_SNU/SAM0-UNICON_historical_r1i1p1f1_day
- uri:
gs://cmip6/CMIP6/CMIP/SNU/SAM0-UNICON/historical/r1i1p1f1/day/{variable}/\*/\*
- data_type:
RasterDataset
- driver:
RasterDatasetXarrayDriver
- crs:
4326
- category:
climate
- paper_doi:
10.1175/BAMS-D-11-00094.1
- paper_ref:
Taylor et al. 2012
- source_version:
1.3.1
- url:
- license:
CC BY 4.0