Spatial Level: Ladakh
Modelling framework Best model AIC Top contributors to model
Statistical model macrotis ~ perc_rocks + num_4rocks + DEM.elevation + x̄ (NDVI_Winter) 94.25
Purposeful model
macrotis ~ perc_2rocks + perc_4rocks + num_4rocks + perc_herb_forb + perc_shrub + height_tallgrass_reeds + x̄ (NDVI_Winter) + x̄ (NDVI_Summer) + stdev (NDVI_Summer)
89.41
perc_4rocks num_4rocks x̄ (NDVI_Summer)
Sub-model
macrotis ~ perc_2rocks + perc_4rocks + num_4rocks + perc_herb_forb + perc_shrub + perc_tallgrass_reeds + height_tallgrass_reeds + x̄ (NDVI_Winter) + x̄ (NDVI_Summer) + stdev (NDVI_Summer)
88.5
perc_4rocks num_4rocks x̄ (NDVI_Summer)
Spatial Level: South-East Ladakh Spatial Level: South-East Ladakh Spatial Level: South-East Ladakh Spatial Level: South-East Ladakh
Modelling framework Best model AIC Top contributors to model
Statistical model macrotis ~ perc_3rocks + perc_4rocks + DEM.elevation 29.74
Purposeful model
macrotis ~ perc_rocks + perc_3rocks + perc_4rocks + num_4rocks + perc_vegetation + perc_shrub + stdev (NDVI_Winter)+ DEM.elevation
18
Perc_4rocks num_4rocks DEM.elevation Perc_shrub stdev (NDVI_Winter)
Sub-model macrotis ~ perc_3rocks + perc_4rocks + DEM.elevation 29.74
Spatial Level: North-West Ladakh Spatial Level: North-West Ladakh Spatial Level: North-West Ladakh Spatial Level: North-West Ladakh
Modelling framework Best model AIC Top contributors to model
Statistical model macrotis ~ num_4rocks + perc_4rocks + x̄ (NDVI_Winter) 45.94
Purposeful model macrotis ~ perc_bareground + perc_4rocks + num_3rocks + num_4rocks + perc_vegetation + perc_shrub + perc_herb_forb + perc_tallgrass_reeds + height_shrub + height_herb_forb + height_tallgrass_reeds + num_tallgrass_reeds + num_shortgrass_sedge + num_3rocks + perc_bareground + x̄ (NDVI_Winter) + x̄ (NDVI_Summer) + stdev (NDVI_Summer) + x̄ (Δ NDVI) + DEM.elevation 38 All variables are equally important
Sub-model macrotis ~ num_4rocks + perc_4rocks + perc_tallgrass_reeds + num_shortgrass_sedge Average.Delta.NDVI 45.5