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On the use of explainable AI for susceptibility modeling: Examining the spatial pattern of SHAP values
期刊论文
OAI收割
GEOSCIENCE FRONTIERS, 2024, 卷号: 15, 期号: 4, 页码: 101800
作者:
Wang, Nan
;
Zhang, Hongyan
;
Dahal, Ashok
;
Cheng, Weiming
;
Zhao, Min
  |  
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2024/04/08
Hydro-morphological processes
SHAP maps
Explainable AI
China
Mechanism analysis and dynamic simulation of landslide-generated debris flow influenced by forest fire prevention road
期刊论文
OAI收割
BULLETIN OF ENGINEERING GEOLOGY AND THE ENVIRONMENT, 2024, 卷号: 83, 期号: 3, 页码: 13
作者:
Xiang, Wen
;
Ouyang, Chaojun
;
An, Huicong
;
Wang, Fulei
;
Yang, Weibin
  |  
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2024/04/07
Landslide
Debris flow
Numerical simulation
Unstable slope
Forest fire prevention road
Temporal Scaling Characteristics of Sub-Daily Precipitation in Qinghai-Tibet Plateau
期刊论文
OAI收割
EARTHS FUTURE, 2024, 卷号: 12, 期号: 3, 页码: e2024EF004417
作者:
Ren, Zhihui
;
Sang, Yan-Fang
;
Cui, Peng
;
Chen, Deliang
;
Zhang, Yichi
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2024/04/08
sub-daily precipitation
databases
temporal scale
natural disasters
Qinghai-Tibet Plateau
high mountain regions
Preliminary Investigation on the Kinetic Characteristics of the Glacial Debris Flows in Tianmo Valley, Tibet Plateau, China
期刊论文
OAI收割
JOURNAL OF GEOPHYSICAL RESEARCH-EARTH SURFACE, 2024, 卷号: 129, 期号: 2, 页码: 21
作者:
Zhang, Yan
;
Lyu, Liqun
;
Ren, Wanlong
;
Wang, Zhaoyin
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2024/03/25
glacial debris flow
Voellmy model
kinetic characteristics
depth-averaging
Tibet Plateau
OpenFOAM
Preliminary Investigation on the Kinetic Characteristics of the Glacial Debris Flows in Tianmo Valley, Tibet Plateau, China
期刊论文
OAI收割
JOURNAL OF GEOPHYSICAL RESEARCH-EARTH SURFACE, 2024, 卷号: 129, 期号: 2, 页码: 21
作者:
Zhang Y(张岩)
;
Lyu, Liqun
;
Ren WL(任万龙)
;
Wang, Zhaoyin
  |  
收藏
  |  
浏览/下载:109/0
  |  
提交时间:2024/03/25
Preliminary Investigation on the Kinetic Characteristics of the Glacial Debris Flows in Tianmo Valley, Tibet Plateau, China
期刊论文
OAI收割
JOURNAL OF GEOPHYSICAL RESEARCH-EARTH SURFACE, 2024, 卷号: 129, 期号: 2, 页码: 21
作者:
Zhang Y(张岩)
;
Lyu, Liqun
;
Ren WL(任万龙)
;
Wang, Zhaoyin
  |  
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2024/03/25
A progressive framework combining unsupervised and optimized supervised learning for debris flow susceptibility assessment
期刊论文
OAI收割
CATENA, 2024, 卷号: 234, 页码: 16
作者:
Liu, Yongqiang
;
Chen, Jianping
;
Sun, Xiaohui
;
Li, Yongchao
;
Zhang, Yiwei
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/12/27
Debris flow susceptibility
Watershed unit
Unsupervised learning
Supervised learning
Multi-source data
Ecosystem sensitivity and landscape vulnerability of debris flow waste-shoal land under development and utilization changes
期刊论文
OAI收割
ECOLOGICAL INDICATORS, 2024, 卷号: 158, 页码: 14
作者:
He, Songtang
;
Yang, Hongfei
;
Chen, Xiaoqing
;
Wang, Daojie
;
Lin, Yongming
  |  
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2024/03/19
Debris flow area
Land use change
Ecological sensitivity
Landscape vulnerability
Spatial autocorrelation
Effect of topographic slope on the interaction between debris flows and riparian forests
期刊论文
OAI收割
LANDSLIDES, 2023, 页码: 12
作者:
Cui, Wen-rong
;
Chen, Jian-gang
;
Chen, Xiao-qing
;
Song, Dong-ri
;
Zhao, Wan-yu
  |  
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2024/03/14
Riparian forests
Debris flows
Slope
Ecological measures
An integrated model for simulating melt-driven debris flow in a snow-dominated catchment
期刊论文
OAI收割
LANDSLIDES, 2023, 页码: 18
作者:
Liu, Wei
;
He, Siming
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2024/03/11
Melt-driven debris flow
Multiple physical processes
Numerical simulation
Temperature variation
Sediment entrainment