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期刊论文 [15]
发表日期
2019 [15]
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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
A GIS-Based Support Vector Machine Model for Flash Flood Vulnerability Assessment and Mapping in China
期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2019, 卷号: 8, 期号: 7, 页码: 23
作者:
Xiong, Junnan
;
Li, Jin
收藏
  |  
浏览/下载:57/0
  |  
提交时间:2019/09/24
GIS
flash flood vulnerability assessment
exposure
disaster reduction capability
SVM
China
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
GIS-based logistic regression for rainfall-induced landslide susceptibility mapping under different grid sizes in Yueqing, Southeastern China
期刊论文
Engineering Geology, 2019, 卷号: 259, 页码: UNSP 105147
作者:
Zhao Yu
;
Wang Rui
;
Jiang Yuanjun
;
Liu Huajun
;
Wei Zhenlei
收藏
  |  
浏览/下载:50/0
  |  
提交时间:2019/08/15
Curves (road)
Geographic information systems
Rain
Regression analysis
Remote sensing
Optimizing the Predictive Ability of Machine Learning Methods for Landslide Susceptibility Mapping Using SMOTE for Lishui City in Zhejiang Province, China
期刊论文
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2019, 卷号: 16, 期号: 3
作者:
Wang, Yumiao
;
Wu, Xueling
;
Chen, Zhangjian
;
Ren, Fu
;
Feng, Luwei
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2019/12/05
landslide susceptibility
Lishui City
machine learning
SMOTE
slope units
neighborhood rough set theory
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:4/0
  |  
提交时间:2019/12/17
LOGISTIC
regression
analysis
*LANDSLIDES
*AUTOCORRELATION
(Statistics)
*SPATIAL
distribution
(Quantum
optics)
*GEOLOGY
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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