Modelling framework | Best model | AIC | Top contributors to model |
Statistical model | ladacensis ~ num_4rocks + DEM.elevation | 80.95 | |
Purposeful model | ladacensis ~ perc_bareground + perc_vegetation + perc_rocks + perc_1rocks + perc_4rocks + num_4rocks + perc_trees + height_shortgrass_sedge + DEM.elevation + Aspect + x̄ (NDVI_Winter) | 63.99 | All variables equally important |
Sub-model | ladacensis ~ perc_1rocks + num_4rocks + height_shrub + DEM.elevation + Aspect | 73.37 | |
Spatial Level: Changthang | Spatial Level: Changthang | Spatial Level: Changthang | Spatial Level: Changthang |
Modelling framework | Best model | AIC | Top contributors to model |
Statistical model | ladacensis ~ DEM.elevation + Slope | 89.94 | |
Purposeful model
|
ladacensis ~ perc_1rocks + perc_4rocks + height_shrub
+ DEM.elevation + Slope
|
71.93
|
perc_1rocks perc_4rocks DEM.elevation Slope |
Sub-model | ladacensis ~ perc_rocks + perc_1rocks + perc_4rocks + perc_cushionplant + height_shrub | 79.5 |