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Table 2 Description and frequency ratio (FR) of remote sensing - derived index and hydrological factors in the study area

From: An extreme rainfall-induced landslide susceptibility assessment using autoencoder combined with random forest in Shimane Prefecture, Japan

Factors

Values

No. of Landslides

FR

Factors

Values

No. of Landslides

FR

NDVI

−0.242 - 0.143

15

7.26

SPI

−13.816 - (−8.806)

3

0.65

0.144–0.255

19

3.15

 

−8.805 - (−4.352)

14

0.83

0.256–0.332

30

1.40

 

−4.351 - 0.101

20

0.76

0.333–0.391

26

0.75

 

0.102–2.773

46

1.28

0.392–0.650

0

0

 

2.774–14.574

7

1.04

NDWI

−0.324 - 0.046

1

0.22

TWI

−7.969 - (−2.240)

17

0.82

0.047–0.125

22

2.19

 

−2.239 - 2.114

23

0.75

0.126–0.179

36

1.75

 

2.115–4.520

38

1.43

0.180–0.223

25

0.79

 

4.521–8.416

12

1.22

0.224–0.483

6

0.26

 

8.417–21.250

0

0

BI

0.248–0.312

4

0.86

Rainfall (mm)

1338.5–1424

13

0.54

0.313–0.322

10

0.45

(from May to Oct. in 2013)

1424.1–1528.5

5

0.36

0.323–0.329

33

0.97

 

1528.6–1633

2

0.17

0.330–0.339

34

1.50

 

1633.1–1718.5

47

1.69

0.340–0.436

9

1.41

 

1718.6–1823

23

1.82