Annual cumulative precipitation |
WorldClim [29] |
Maximum temperature |
Mean temperature |
Minimum temperature |
Mean temperature of the coldest quarter |
Mean temperature of the warmest quarter |
Precipitation of the driest quarter |
Precipitation of the wettest quarter |
Potential evapo-transpiration (PET) |
CGIAR-CSI [30] |
Aridity index |
Elevation |
SRTM [31] |
Slope |
Derived from elevation |
Flow accumulation |
Derived from slope |
Distance to permanent rivers |
Digital Global Chart [34] |
Distance to nearest water bodies |
Global Database of Lakes, Reservoirs and Wetlands [33] |
Land surface temperature (LST) |
AfSIS [35] |
Enhanced vegetation index (EVI) |
Sand, silt, clay fractions |
ISRIC [37] |
Soil pH |
Major land cover (forest, agriculture, shrubland-grassland) |
Arino et al [36] |
Wetness index |
Derived from slope and flow accumulation |
Distance to stable lights 2006 |
Elvidge et al. [38] |