Table 1 Evaluation factors and grading standard of highway landslide hazard.

From: Evaluation modeling of highway collapse hazard based on rough set and support vector machine

Evaluation index

Evaluation grades

I (C1)

II (C2)

III (C3)

IV (C4)

Topography

(x1) Slope shape of slope

Fold line slope (4)

Concave slope (3)

Straight slope (2)

Convex slope (1)

(x2) Aspect of slope

Sunny slope (4–3)

Shady slope (2–1)

(x3) Slope of slope/°

 > 60

40–60

20–40

 < 20

(x4) Height of slope/m

 > 150

100–150

50–100

 < 50

Geologic structure

(x5) Meso structure

Development (4)

More development (3)

Less development (2)

No Development (1)

(x6) Exposed structural face

Development (4)

More development (3)

Less development (2)

No Development (1)

Stratum

(x7) Stratum lithology

Loose rock (4)

Cemented chasten (3)

Well cemented half hard (2)

Hard rock (1)

(x8) Weakness interlayer

Clear (4)

More clear (3)

Less clear (2)

No clear (1)

(x9) Relationship between weakness face and free face

Consequent slope (4)

Oblique crossing (3)

Cross slope (2)

Reverse slope (1)

Climatic and hydrological geological condition

(x10) Mean annual rainfall/ mm/year

 > 1500

1000–1500

500–1000

 < 500

(x11) Rainfall erosion/m

 > 0.5

0.3–0.5

0.1–0.3

 < 0.1

Other factors

(x12) Vegetation cover rate/%

 < 5

5–15

15–30

 > 30

(x13) Weathering degree of rock/%

 > 30

10–30

5–10

 < 5

(x14) Earthquake intensity/°

 > 8

5–8

3–5

 < 3

(x15) Human activity intensity

Big (4)

Bigger (3)

Lesser (2)

Small (1)