https://doi.org/10.5194/hess-29-7041-2025-supplement

WFDE5 over land merged with ERA5 over the ocean (W5E5 v2.0) S. Lange et al. https://doi.org/10.48364/ISIMIP.342217

CHELSA-BIOCLIM+ A novel set of global climate-related predictors at kilometre-resolution P. Brun et al. https://doi.org/10.16904/ENVIDAT.332

Climatologies at high resolution for the earth’s land surface areas D. N. Karger et al. https://doi.org/10.16904/ENVIDAT.228

CERRA sub-daily regional reanalysis data for Europe on single levels from 1984 to present S. Schimanke et al. https://doi.org/10.24381/CDS.622A565A

CERRA-Land sub-daily regional reanalysis data for Europe from 1984 to present A. Verrelle et al. https://doi.org/10.24381/CDS.A7F3CD0B

APGD: Alpine precipitation grid dataset F. Isotta and C. Frei https://doi.org/10.18751/CLIMATE/GRIDDATA/APGD/1.0

Data supplement to the GLOBGM v1.0: a parallel implementation of a 30 arcsec PCR-GLOBWB-MODFLOW global-scale groundwater model J. Verkaik and E. H. Sutanudjaja https://doi.org/10.24416/UU01-44L775

Copernicus DEM European Space Agency and Airbus https://doi.org/10.5270/ESA-c5d3d65

Climatological snow data since 1998, OSHD R. Mott https://doi.org/10.16904/ENVIDAT.401

SNOWGRID Klima v2.1 GeoSphere Austria https://doi.org/10.60669/FSXX-6977

ERA5-Land hourly data from 1950 to present Copernicus Climate Change Service https://doi.org/10.24381/CDS.E2161BAC

CERRA-Land sub-daily regional reanalysis data for Europe from 1984 to present A. Verrelle et al. https://doi.org/10.24381/CDS.A7F3CD0B

NH-SWE: Northern Hemisphere Snow Water Equivalent dataset based on in-situ snow depth time series and the regionalisation of the ΔSNOW model A. Fontrodona-Bach et al. https://doi.org/10.5281/ZENODO.7565252

A consensus estimate for the ice thickness distribution of all glaciers on Earth - dataset D. Farinotti https://doi.org/10.3929/ETHZ-B-000315707

Accelerated global glacier mass loss in the early twenty-first century - Dataset R. Hugonnet et al. https://doi.org/10.6096/13

Fluctuations of Glaciers Database World Glacier Monitoring Service (WGMS) https://doi.org/10.5904/WGMS-FOG-2023-09

Swiss glacier mass balance (release 2022) Glacier Monitoring Switzerland (GLAMOS) https://doi.org/10.18750/MASSBALANCE.2022.R2022

GLIMS Glacier Database, Version 1 GLIMS Consortium https://doi.org/10.7265/N5V98602

ESA Soil Moisture Climate Change Initiative (Soil_Moisture_cci): COMBINED product, Version 08.1 W. Dorigo et al. https://catalogue.ceda.ac.uk/uuid/6f99cdb86a9e4d3da2d47c79612c00a2/