Variable

Definition

Percent contribution

Permutation importance

bio19

Precipitation of Coldest Quarter

25.6

26

dem_new1

Elevation

21.9

7.5

landcover1

Land cover classes

20.5

10.6

bio18

Precipitation of Warmest Quarter

6.6

5.5

bio13

Precipitation of Wettest Month

5.9

2

bio03

Isothermality

5.7

7.4

bio01

Annual Mean Temperature

4.3

13.5

bio15

Precipitation Seasonality

3

8.7

bio04

Temperature Seasonality

2.5

6.2

bio12

Annual Precipitation

2

9.6

bio14

Precipitation of Driest Month

1

1.7

slope_new1

Inclination

0.9

1.4