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Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
地理科学与资源研究... [25]
成都山地灾害与环境研... [1]
采集方式
OAI收割 [26]
内容类型
期刊论文 [26]
发表日期
2024 [1]
2023 [1]
2022 [7]
2021 [10]
2020 [3]
2019 [3]
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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:25/0
  |  
提交时间:2024/04/08
Hydro-morphological processes
SHAP maps
Explainable AI
China
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
Refined assessment of flash flood vulnerability in Linzhi based on spatialization and GIS
期刊论文
OAI收割
GEOCARTO INTERNATIONAL, 2022, 页码: 25
作者:
Cui, Xingjie
;
Xiong, Junnan
;
Cheng, Weiming
;
Yang, Yanmei
;
Liu, Jun
  |  
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2022/11/11
flash floods
vulnerability
spatialization
triangular fuzzy number based analytic hierarchy process
random forest model
Linzhi
Refined assessment of flash flood vulnerability in Linzhi based on spatialization and GIS
期刊论文
OAI收割
GEOCARTO INTERNATIONAL, 2022, 页码: 25
作者:
Cui, Xingjie
;
Xiong, Junnan
;
Cheng, Weiming
;
Yang, Yanmei
;
Liu, Jun
  |  
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2022/11/11
flash floods
vulnerability
spatialization
triangular fuzzy number based analytic hierarchy process
random forest model
Linzhi
Assessing the risk posed by flash floods to the transportation network in southwestern China
期刊论文
OAI收割
GEOCARTO INTERNATIONAL, 2022, 页码: 19
作者:
He, Yufeng
;
Xiong, Junnan
;
Cheng, Weiming
;
Yang, Jiawei
;
He, Wen
  |  
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2022/09/21
Flash floods
road
risk
susceptibility
centrality
Assessing the risk posed by flash floods to the transportation network in southwestern China
期刊论文
OAI收割
GEOCARTO INTERNATIONAL, 2022, 页码: 19
作者:
He, Yufeng
;
Xiong, Junnan
;
Cheng, Weiming
;
Yang, Jiawei
;
He, Wen
  |  
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2022/09/21
Flash floods
road
risk
susceptibility
centrality
Space-time susceptibility modeling of hydro-morphological processes at the Chinese national scale
期刊论文
OAI收割
ENGINEERING GEOLOGY, 2022, 卷号: 301, 页码: 19
作者:
Wang, Nan
;
Cheng, Weiming
;
Marconcini, Mattia
;
Bachofer, Felix
;
Liu, Changjun
  |  
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2022/09/21
Hydro-morphological processes
Historical hazard archives
Susceptibility
Spatiotemporal predictive models
Assessment of flood susceptibility mapping using support vector machine, logistic regression and their ensemble techniques in the Belt and Road region
期刊论文
OAI收割
GEOCARTO INTERNATIONAL, 2022, 页码: 30
作者:
Liu, Jun
;
Wang, Jiyan
;
Xiong, Junnan
;
Cheng, Weiming
;
Li, Yi
  |  
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2022/09/21
Food susceptibility
ensemble modeling
support vector machine
logistic regression
the Belt and Road region
Assessment of flood susceptibility mapping using support vector machine, logistic regression and their ensemble techniques in the Belt and Road region
期刊论文
OAI收割
GEOCARTO INTERNATIONAL, 2022, 页码: 30
作者:
Liu, Jun
;
Wang, Jiyan
;
Xiong, Junnan
;
Cheng, Weiming
;
Li, Yi
  |  
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2022/09/21
Food susceptibility
ensemble modeling
support vector machine
logistic regression
the Belt and Road region
Hybrid Models Incorporating Bivariate Statistics and Machine Learning Methods for Flash Flood Susceptibility Assessment Based on Remote Sensing Datasets
期刊论文
OAI收割
REMOTE SENSING, 2021, 卷号: 13, 期号: 23, 页码: 26
作者:
Liu, Jun
;
Wang, Jiyan
;
Xiong, Junnan
;
Cheng, Weiming
;
Sun, Huaizhang
  |  
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2022/09/21
flood susceptibility
bivariate statistics models
machine learning models
hybrid models