Table 5 Overview of all added time-varying Earth system variables, their unit, and data source.

From: A Global-Scale Time Series Dataset for Groundwater Studies within the Earth System

Earth system variable

Column name in GROW

Unit in GROW

Data source (Source type)

Precipitation

precipitation_mswep_mm_year-1

mm/year

MSWEP V270 (Multi-source)

Precipitation

precipitation_gpcc_mm_year-1

mm/year

GPCC71 (Observation-based)

Potential Evapo-transpiration

potential_evapotranspiration_era5_mm_year-1

mm/year

ERA5-Land79,94 (Model)

Potential Evapo-transpiration

potential_evapotranspiration_gleam_mm_year-1

mm/year

GLEAM475 (Model)

Actual Evapotranspiration

actual_evapotranspiration_mm_year-1

mm/year

GLEAM475 (Model)

Interception loss

interception_mm_year-1

mm/year

GLEAM475 (Model)

Air temperature

air_temperature_°C

°C

ERA5-Land79,94 (Reanalysis)

Snow depth

snow_depth_m

m

ERA5-Land79,94 (Model)

Days per year with snow cover

days_with_snow_cover_days_year-1

days/year

ERA5-Land79,94 (Model)

NDVI

ndvi_ratio

/

1981-2013: AVHRR NDVI91; 2014-2024: VIIRS NDVI127 (Observation-based)

Leaf area index of low vegetation

lai_low_vegetation_ratio

/

ERA5-Land79,94 (Model)

Leaf area index of high vegetation

lai_high_vegetation_ratio

/

ERA5-Land79,94 (Model)

Total water withdrawal for industrial use

withdrawal_industrial_m3_year-1

m³/year

Wada et al.128 - indww_histsoc_annual (Model)

Total water withdrawal for domestic use

withdrawal_domestic_m3_year-1

m³/year

Wada et al.128 - domww_histsoc_annual (Model)

Fraction of urban areas

urban_area_fraction

/

Volkholz & Ostberg125 - landuse-urbanareas_histsoc_annual (Model)

Fraction of pastures

pastures_fraction

/

Volkholz & Ostberg125 - landuse-totals_histsoc_annual (Model)

Fraction of rainfed cropland

cropland_rainfed_fraction

/

Volkholz & Ostberg125 - landuse-totals_histsoc_annual (Model)

Fraction of irrigated cropland

cropland_irrigated_fraction

/

Volkholz & Ostberg125 - landuse-totals_histsoc_annual (Model)

Fraction of forests and natural vegetation

forests_natural_vegetation_fraction

/

Volkholz & Ostberg125 - landuse-totals_histsoc_annual (Model)

  1. The source type “Observation-based” also includes remote sensing products. A table with additional information about data access, spatial and temporal resolution, unit and records coverage is provided in the Supplements Table S.2-2.