中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
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地质与地球物理研究... [23]
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成都山地灾害与环境... [13]
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期刊论文 [83]
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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
Landslide hazard spatiotemporal prediction based on data-driven models: Estimating where, when and how large landslide may be
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2024, 卷号: 126, 页码: 13
作者:
Fang, Zhice
;
Wang, Yi
;
van Westen, Cees
;
Lombardo, Luigi
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/03/01
Spatiotemporal landslide hazard prediction
Exceedance probability
Slope unit
Spatiotemporal cross-validation
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
Enhancing post-seismic landslide susceptibility modeling in China through a time-variant approach: a spatio-temporal analysis
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF DIGITAL EARTH, 2023, 卷号: 16, 期号: 2, 页码: 4265-4295
作者:
Guo, Xinyi
;
Fu, Bihong
;
Du, Jie
;
Qi, Shengwen
;
Shi, Pilong
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/12/27
Multi-temporal landslide dataset
post-seismic time-variant landslide susceptibility model
spatio-temporal characteristics
legacy effect
distance
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
Integrating predictive modeling techniques with geospatial data for landslide susceptibility assessment in northern Pakistan
期刊论文
OAI收割
JOURNAL OF MOUNTAIN SCIENCE, 2023, 卷号: 20, 期号: 9, 页码: 2603-2627
作者:
Asghar, Aamir
;
Su, Li-jun
;
Zhao, Bo
;
Usmani, Nadeem Ahmad
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/02/27
Landslides
MMMM expressway
Machine learning
Landslide susceptibility
Northern Pakistan
GIS-based landslide susceptibility mapping in the Longmen Mountain area (China) using three different machine learning algorithms and their comparison
期刊论文
OAI收割
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2023, 页码: 15
作者:
Huang, Ziyan
;
Peng, Li
;
Li, Sainan
;
Liu, Ying
;
Zhou, Shuang
  |  
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/10/09
Landslide susceptibility assessment
Random forest model
Frequency ratio method
Support vector machine model
Longmen Mountain area
Driving factors of interglacial paleosol formation on the Chinese loess plateau and the effect of precession and ice sheets
期刊论文
OAI收割
QUATERNARY SCIENCE REVIEWS, 2023, 卷号: 300, 页码: 19
作者:
Ranathunga, Keerthika N.
;
Finke, Peter A.
;
Yin, Qiuzhen
;
Wu, Zhipeng
;
Hao, Qingzhen
  |  
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2023/03/29
Interglacials
Soil-climate modeling
Chinese loess plateau
Paleosol formation
Precession
Ice sheets
Basal Decollement Splaying Induces Mid-Crustal Tectonic Imbrication in an Intracontinental Orogen
期刊论文
OAI收割
TECTONICS, 2022, 卷号: 41, 期号: 12, 页码: 24
作者:
Feng, Zhentian
;
Chu, Yang
;
Wei, Wei
;
Xue, Zhenhua
;
Xin, Guangyao
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/03/29
When did the large-scale extensional tectonics begin in North China Craton?
期刊论文
OAI收割
TECTONOPHYSICS, 2022, 卷号: 840, 页码: 23
作者:
Zeng, Jipei
;
Lin, Wei
;
Qiu, Huabiao
;
Wei, Wei
;
Meng, Lingtong
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/04/03
North China Craton
Early Cretaceous weak extensional tectonics
Pluton emplacement
Anisotropy of magnetic susceptibility
Two-stage extension