Analysis of spatial distribution characteristics and main influencing factors of landslide hazards in typical basins of central Sichuan province

Landslides are one of the geological disasters that are prone to occur in the Sichuan province. Analyzing the spatial distribution characteristics and main influencing factors of landslides in the central Sichuan province is of great significance for safeguarding the lives and property of the local people. Taking 4 typical river basins in central Sichuan as the research area, we analyze the spatial distribution characteristics of landslides, the result show that areas with higher rainfall and higher river network density are more prone to landslides, and landslides occur more along the strike of faults. Using historical landslide disaster as the target data, and rainfall, DEM, slope, curvature, FVC, distance to rivers, distance to faults, and vegetation type as landslide influencing factors, the random forest classification method is used to extract the main influencing factors of landslides in Sichuan province. The results show that the main causes of landslides in the central Sichuan province are similar, and the three most important influencing factors of landslides in the four river basins are the distance to rivers, the distance to faults, and FVC, but the ranking of them varies.

Authors

Publication Details

Published
2025-05-28
DOI
https://doi.org/10.1117/12.3067668
Primary Topic
Remote Sensing and Land Use
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Analysis of spatial distribution characteristics and main influencing factors of landslide hazards in typical basins of central Sichuan province

Xiaolin Yu, Hao Wang, Yashan Cheng, Chong Zhang
Remote Sensing and Land Use
article

Analysis of spatial distribution characteristics and main influencing factors of landslide hazards in typical basins of central Sichuan province

Xiaolin Yu, Hao Wang, Yashan Cheng, Chong Zhang
article en

Abstract

Landslides are one of the geological disasters that are prone to occur in the Sichuan province. Analyzing the spatial distribution characteristics and main influencing factors of landslides in the central Sichuan province is of great significance for safeguarding the lives and property of the local people. Taking 4 typical river basins in central Sichuan as the research area, we analyze the spatial distribution characteristics of landslides, the result show that areas with higher rainfall and higher river network density are more prone to landslides, and landslides occur more along the strike of faults. Using historical landslide disaster as the target data, and rainfall, DEM, slope, curvature, FVC, distance to rivers, distance to faults, and vegetation type as landslide influencing factors, the random forest classification method is used to extract the main influencing factors of landslides in Sichuan province. The results show that the main causes of landslides in the central Sichuan province are similar, and the three most important influencing factors of landslides in the four river basins are the distance to rivers, the distance to faults, and FVC, but the ranking of them varies.

Climate action
Openalex Percentile: Top 84%
Remote Sensing and Land Use
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Analysis of spatial distribution characteristics and main influencing factors of landslide hazards in typical basins of central Sichuan province — Xiaolin Yu, Hao Wang, et al. · (2025) | TGRS Research Map | TGRS