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Chinese Academy of Sciences Institutional Repositories Grid
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成都山地灾害与环境... [45]
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期刊论文 [141]
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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
Mapping hydrothermal alteration zones with short wavelength infrared (SWIR) spectra and magnetic susceptibility at the Pulang porphyry Cu-Au deposit, Yunnan, SW China
期刊论文
OAI收割
Mineralium Deposita, 2024, 卷号: 59, 期号: 4, 页码: 699-716
作者:
Cheng‑Biao Leng
;
Da‑Zhao Wang
;
Hai‑Jun Yu
;
Feng Tian
;
Xing‑Chun Zhang
  |  
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/03/29
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
Susceptibility assessment of earth fissure related to groundwater extraction using machine learning methods combined with weights of evidence
期刊论文
OAI收割
NATURAL HAZARDS, 2023, 页码: 23
作者:
Wei, Aihua
;
Chen, Yuanyao
;
Zhao, Haijun
;
Liu, Zhao
;
Yang, Likui
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2023/12/29
Earth fissure assessment
Weights of evidence
Support vector machine learning
Random forest
Ensemble models
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
Spatial understanding of historical and future landslide variation in Africa
期刊论文
OAI收割
NATURAL HAZARDS, 2023, 页码: 29
作者:
Nahayo, Lamek
;
Peng, Cui
;
Lei, Yu
;
Tan, Rongzhi
  |  
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/11/16
Africa
Gain information ratio
Landslide susceptibility
Urbanization
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
A dual-encoder U-Net for landslide detection using Sentinel-2 and DEM data
期刊论文
OAI收割
LANDSLIDES, 2023
作者:
Lu, Wei
;
Hu, Yunfeng
;
Zhang, Zuopei
;
Cao, Wei
  |  
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/07/14
Landslide detection
U-Net
Semantic segmentation
Deep learning
Remote Sensing
Medium-resolution imagery
An improved spatial case-based reasoning considering multiple spatial drivers of geographic events and its application in landslide susceptibility mapping
期刊论文
OAI收割
CATENA, 2023, 卷号: 223
作者:
Zhao, Zheng
;
Chen, Jianhua
;
Yao, Jiaming
;
Xu, Kaihang
;
Liao, Yangyang
  |  
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2023/03/03
Case -based reasoning
Spatial drivers
Spatial reuse
Landslide susceptibility mapping
Machine learning