Model

Variables

Spring

Summer

Autumn

Winter

Observed data

Distance to drainage lines

1.5%

9.8%

1.5%

1.3%

Land surface temperature

0.3%

4.3%

7.0%

21.8%

NDVI

3.5%

1.7%

0.7%

2.0%

Soil types

22.4%

20.8%

44.3%

28.2%

Vegetation types

27.1%

14.8%

38.4%

9.1%

Distance to water points

45.0%

48.6%

8.4%

37.6%

Telemetry data

Distance to drainage lines

1.2%

5.0%

1.6%

2.2%

Land surface temperature

6.9%

14.0%

7.5%

9.3%

NDVI

18.6%

26.5%

30.9%

1.4%

Soil types

17.4%

16.7%

31.6%

16.4%

Vegetation types

43.2%

27.2%

13.0%

23.1%

Distance to water points

12.7%

10.5%

15.4%

47.6%