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 |