中国科学院机构知识库网格
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期刊论文 [128]
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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
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
A multiscale feature fusion enhanced CNN with the multiscale channel attention mechanism for efficient landslide detection (MS2LandsNet) using medium-resolution remote sensing data
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF DIGITAL EARTH, 2023, 卷号: 17, 期号: 1, 页码: 168988
作者:
Lu, Wei
;
Hu, Yunfeng
;
Shao, Wei
;
Wang, Hao
;
Zhang, Zuopei
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2024/02/05
Landslide detection
multi-scale feature fusion
attention mechanism
convolutional neural network
remote sensing
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:3/0
  |  
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:7/0
  |  
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
Determination of rock mass integrity coefficient using a non-invasive geophysical approach
期刊论文
OAI收割
JOURNAL OF ROCK MECHANICS AND GEOTECHNICAL ENGINEERING, 2023, 卷号: 15, 期号: 6, 页码: 1426-1440
作者:
Hasan, Muhammad
;
Shang, Yanjun
;
Yi, Xuetao
;
Shao, Peng
;
He, Meng
  |  
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/12/29
Geotechnical engineering
Rock mass integrity coefficient
Rock mechanical parameters
Geophysical parameters
Electrical resistivity tomography (ERT)
Induced polarization (IP)
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:16/0
  |  
提交时间:2023/03/03
Case -based reasoning
Spatial drivers
Spatial reuse
Landslide susceptibility mapping
Machine learning