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Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
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成都山地灾害与环... [263]
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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:19/0
  |  
提交时间:2024/04/08
Hydro-morphological processes
SHAP maps
Explainable AI
China
Interaction of landslide spatial patterns and river canyon landforms: Insights into the Three Parallel Rivers Area, southeastern Tibetan Plateau
期刊论文
OAI收割
SCIENCE OF THE TOTAL ENVIRONMENT, 2024, 卷号: 914, 页码: 12
作者:
Yang, Zongji
;
Pang, Bo
;
Dong, Wufan
;
Li, Dehua
;
Huang, Zhiyong
  |  
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2024/04/07
Three Parallel Rivers Area
Landslide distribution
Landform
Interaction
CAS Landslide Dataset: A Large-Scale and Multisensor Dataset for Deep Learning-Based Landslide Detection
期刊论文
OAI收割
SCIENTIFIC DATA, 2024, 卷号: 11, 期号: 1, 页码: 11
作者:
Xu, Yulin
;
Ouyang, Chaojun
;
Xu, Qingsong
;
Wang, Dongpo
;
Zhao, Bo
  |  
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2024/03/25
无
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
Evaluation and analysis of statistical and coupling models for highway landslide susceptibility
期刊论文
OAI收割
GEOMATICS NATURAL HAZARDS & RISK, 2023, 卷号: 14, 期号: 1, 页码: 23
作者:
Fan, Huadan
;
Lu, Yuefeng
;
Shao, Shiwei
;
Li, Li
;
Wang, Yanjun
  |  
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2023/02/27
Highway landslide susceptibility
statistical model
analytic hierarchy process
logistic regression
ROC curve
Sridevi Jadi parameter
Evaluation and analysis of statistical and coupling models for highway landslide susceptibility
期刊论文
OAI收割
GEOMATICS NATURAL HAZARDS & RISK, 2023, 卷号: 14, 期号: 1, 页码: 23
作者:
Fan, Huadan
;
Lu, Yuefeng
;
Shao, Shiwei
;
Li, Li
;
Wang, Yanjun
  |  
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2023/02/27
Highway landslide susceptibility
statistical model
analytic hierarchy process
logistic regression
ROC curve
Sridevi Jadi parameter
Investigation of landslide dam life span using prediction models based on multiple machine learning algorithms
期刊论文
OAI收割
GEOMATICS NATURAL HAZARDS & RISK, 2023, 卷号: 14, 期号: 1, 页码: 20
作者:
Wu, Hao
;
Nian, Tingkai
;
Shan, Zhigang
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/02/27
Landslide dam
life span prediction
machine learning algorithms
database
landslide dam type
A cellular automaton integrating spatial case-based reasoning for predicting local landslide hazards
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2023, 页码: 28
作者:
Chen, Jianhua
;
Xu, Kaihang
;
Zhao, Zheng
;
Gan, Xianxia
;
Xie, Huawei
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/12/07
Landslide hazards
spatial prediction
geomorphology
earth surface processes
case-based reasoning
cellular automaton
Geomorphologic evidences and hydrologic reconstruction of Holocene catastrophic flood events in the Yarlung Tsangpo Grand Canyon, Eastern Himalaya
期刊论文
OAI收割
JOURNAL OF HYDROLOGY, 2023, 卷号: 626, 页码: 21
作者:
Guo, Yongqiang
;
Ge, Yonggang
;
Mao, Peini
;
Liu, Tao
;
Fu, Xudong
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/03/04
Megaflood
Slackwater deposits
Sand and gravel bars
Outburst floods
HEC-RAS modelling
Impact-based probabilistic modeling of hydro-morphological processes in China (1985-2015)
期刊论文
OAI收割
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2023, 卷号: 344, 页码: 118463
作者:
Wang, Nan
;
Cheng, Weiming
;
Zhang, Hongyan
;
van Westen, Cees
;
Xiong, Junnan
  |  
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2023/09/07
Hydro-morphological processes
Hazard impact
Susceptibility modeling
China