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Landslide Susceptibility Mapping Using Feature Fusion-Based CPCNN-ML in Lantau Island, Hong Kong
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 3625-3639
作者:
Chen, Yangyang
;
Ming, Dongping
;
Ling, Xiao
;
Lv, Xianwei
;
Zhou, Chenghu
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2021/06/10
Terrain factors
Numerical models
Feature extraction
Training
Statistical analysis
Geology
Reliability
Convolutional neural networks (CNNs)
landslide susceptibility mapping (LSM)
Lantau Island
remote sensing
Debris flow susceptibility and propagation assessment in West Koyulhisar, Turkey
期刊论文
JOURNAL OF MOUNTAIN SCIENCE, 2020, 卷号: 17, 期号: 11, 页码: 2611-2623
作者:
Polat, Ali
;
Erik, Dursun
收藏
  |  
浏览/下载:90/0
  |  
提交时间:2020/12/03
Koyulhisar
Debris flow
Flow path assessment
Heuristic method
Landslide susceptibility mapping
Geographical Information System (GIS)
Mapping landslide susceptibility at the Three Gorges Reservoir, China, using gradient boosting decision tree, random forest and information value models
期刊论文
JOURNAL OF MOUNTAIN SCIENCE, 2020, 卷号: 17, 期号: 3, 页码: 670-685
作者:
Chen Tao
;
Zhu Li
;
Niu Rui-qing
;
Trinder, C. John
;
Peng Ling
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2020/11/12
Mapping landslide susceptibility
Gradient boosting decision tree
Random forest
Information value model
Three Gorges Reservoir
Comparative performance assessment of landslide susceptibility models with presence-only, presence-absence, and pseudo-absence data
期刊论文
JOURNAL OF MOUNTAIN SCIENCE, 2020, 卷号: 17, 期号: 12, 页码: 2961-2981
作者:
Zhao, Dong-mei
;
Jiao, Yuan-mei
;
Wang, Jin-liang
;
Ding, Yin-ping
;
Liu, Zhi-lin
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2023/02/17
Landslide susceptibility mapping
Presence-only data
Presence-absence data
Pseudoabsence data
ROC-AUC
A similarity-based approach to sampling absence data for landslide susceptibility mapping using data-driven methods
期刊论文
CATENA, 2019, 卷号: 183, 页码: 17
作者:
Zhu, A-Xing
;
Miao, Yamin
;
Liu, Junzhi
;
Bai, Shibiao
;
Zeng, Canying
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2020/05/19
Landslide absence data
Sampling method
Data-driven methods
Landslide susceptibility mapping, similarity model, data mining and machine learning
Local-scale landslide susceptibility mapping using the B-GeoSVC model
期刊论文
LANDSLIDES, 2019, 卷号: 16, 期号: 7, 页码: 1301-1312
作者:
Yang, Yang
;
Yang, Jintao
;
Xu, Chengdong
;
Xu, Chong
;
Song, Chao
收藏
  |  
浏览/下载:63/0
  |  
提交时间:2019/09/24
Landslide susceptibility mapping
Spatial heterogeneity
Regional and local information fusion
GeoDetector
SVC
Hierarchical Bayesian method
An integrated approach for landslide susceptibility mapping by considering spatial correlation and fractal distribution of clustered landslide data
期刊论文
LANDSLIDES, 2019, 卷号: 16, 期号: 4, 页码: 715-728
作者:
Liu, Linan
;
Li, Shouding
;
Li, Xiao
;
Jiang, Yue
;
Wei, Wenhui
收藏
  |  
浏览/下载:49/0
  |  
提交时间:2019/05/20
Landslide clustering
Fractal
Spatial statistics
Validation statistics
Landslide susceptibility mapping
New method for landslide susceptibility mapping supported by spatial logistic regression and GeoDetector: A case study of Duwen Highway Basin, Sichuan Province, China
期刊论文
GEOMORPHOLOGY, 2019, 卷号: 324, 页码: 62-71
作者:
Yang, Jintao
;
Song, Chao
;
Yang, Yang
;
Xu, Chengdong
;
Guo, Fei
收藏
  |  
浏览/下载:41/0
  |  
提交时间:2019/05/23
Landslide susceptibility mapping
GeoDetector
Spatial logistic regression
Spatial autocorrelation
Predictive modeling of landslide hazards in Wen County, northwestern China based on information value, weights-of-evidence, and certainty factor
期刊论文
GEOMATICS NATURAL HAZARDS & RISK, 2019, 卷号: Vol.10 No.1, 页码: 820-835
作者:
Wang, Qiqing
;
Guo, Yinghai
;
Li, Wenping
;
He, Jianghui
;
Wu, Zhiyong
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/12/17
Landslide
susceptibility mapping
information value (IV)
weights-of-evidence (WofE)
certainty factor (CF)
New method for landslide susceptibility mapping supported by spatial logistic regression and GeoDetector: A case study of Duwen Highway Basin, Sichuan Province, China
期刊论文
GEOMORPHOLOGY, 2019, 卷号: Vol.324, 页码: 62-71
作者:
Yang, Jintao
;
Song, Chao
;
Yang, Yang
;
Xu, Chengdong
;
Guo, Fei
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2019/12/17
Landslide
susceptibility
mapping
GeoDetector
Spatial
logistic
regression
Spatial
autocorrelation
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