Table 1 Landslide Inventory sample of the study area (Uttarkashi district) obtained based on field investigation that is publicly available on GSI landslide reports 19,20,21.

From: Hybrid machine learning approach for landslide prediction, Uttarakhand, India

Parameters

Values

(Latitude, Longitude)

30° 48′ 36.9"

78° 13′ 10.7"

30° 48′ 35.5",

78° 13′ 8.5"

30° 48′ 40"

78° 13′ 6.2"

30° 48′ 50.9

78° 13′ 18.9"

Rock State

Massive

Sheared

Fractured

Jointed

Hydrology

Dry

Wet

Damp

Dry

Weathering

Low

Moderate

High

low

Overburden Depth(m)

> 5

0–1

2–5

0–1

Erosion

No

No

yes

No

Rainfall

Yes

No

No

Yes

Road Influence

No

No

No

No

Slope

Steep

Moderate

Gentle

Steep

Joint failure

No

No

No

No

River Bank Failure

No

No

No

No

Toe failure

No

No

Yes

Yes

Land Use

Dense

Agriculture

Sparse

Moderately Vegetated

Lithology

Slates

Gneiss

Quartzite

Slates

Landslide Movement

Rotational

Translational

Debris

Debris

Landslide Style

Single

Complex

Multiple

Complex

Landslide Prediction

Yes

No

Yes

No