Debris Flow Hazard-Causing Factors Dataset for the Yunnan Section of the Nujiang River Basin, China

This dataset contains hazard-causing factors for debris flow prediction using deep learning models.The data were collected from the Yunnan Section of the Nujiang River Basin, China, and include topographical, hydrological, geological, meteorological, and vegetation-related factors.

The dataset includes 159 debris flow sites with 15 influencing factors.

Variable Code
Description
Unit
Data Type

No
Sample ID
-
Integer

X1
Maximum 24-hour Rainfall
mm
Float

X2
Annual Average Rainfall
mm
Float

X3
Annual Average Temperature
°C
Float

X4
Annual Average Wind Speed
m/s
Float

X5
Annual Average Vapor Pressure
hPa
Float

X6
Annual Average Relative Humidity
%
Float

X7
Potential Source Energy
10⁹ J/m²
Float

X8
Catchment Area
km²
Float

X9
Average Gradient of Main Channel
-
Float

X10
Length Ratio of Sediment Supply Section
-
Float

X11
Length of Main Channel
km
Float

X12
Sinuosity of Main Channel
-
Float

X13
Drainage Density
km/km²
Float

X14
Valley Profile Roundness
-
Float

X15
Vegetation Cover Rate
%
Float

X16
Average Slope
°
Float