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Integrating predictive modeling techniques with geospatial data for landslide susceptibility assessment in northern Pakistan
期刊论文
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:1/0
  |  
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
NATURAL HAZARDS, 2023, 页码: 29
作者:
Nahayo, Lamek
;
Peng, Cui
;
Lei, Yu
;
Tan, Rongzhi
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/11/16
Africa
Gain information ratio
Landslide susceptibility
Urbanization
Landslide Susceptibility Mapping with Deep Learning Algorithms
期刊论文
SUSTAINABILITY, 2022, 卷号: 14, 期号: 3, 页码: 1734
作者:
Habumugisha, Jules Maurice
;
Chen, Ningsheng
;
Rahman, Mahfuzur
;
Islam, Md Monirul
;
Ahmad, Hilal
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/05/16
landslides
deep learning algorithm
geographic information system
Sichuan
China
Susceptibility assessment of small, shallow and clustered landslide
期刊论文
Earth Science Informatics, 2021, 卷号: 166, 期号: 14, 页码: 2347-2356
作者:
Xuemei Liu
;
苏鹏程(Su PengCheng)
;
Yong Li
;
Jun Zhang
;
Taiqiang Yang
收藏
  |  
浏览/下载:45/0
  |  
提交时间:2022/03/25
Landslide
Susceptibility Assessment
Slope Unit
Grid Cel
Information Value
Integrating Landslide Typology with Weighted Frequency Ratio Model for Landslide Susceptibility Mapping: A Case Study from Lanzhou City of Northwestern China
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 18
作者:
Shu, Heping
;
Guo, Zizheng
;
Qi, Shi
;
Song, Danqing
;
Pourghasemi, Hamid Reza
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2021/10/14
fuzzy analytical hierarchy process
landslide susceptibility
landslide types
Loess Plateau
logistic regression
weighted frequency ratio
Optimized landslide susceptibility mapping and modelling using PS-InSAR technique: a case study of Chitral valley, Northern Pakistan
期刊论文
GEOCARTO INTERNATIONAL, 2021, 页码: 22
作者:
Hussain, Sajid
;
Sun Hongxing
;
Ali, Muhammad
;
Sajjad, Meer Muhammad
;
Afzal, Zeeshan
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2021/07/09
Chitral valley
frequency ratio
logistic regression
PS-InSAR
ROC
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:20/0
  |  
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
Integration of Spatial Probability and Size in Slope-Unit-Based Landslide Susceptibility Assessment: A Case Study
期刊论文
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2020, 卷号: 17, 期号: 21, 页码: 17
作者:
Li, Langping
;
Lan, Hengxing
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2021/03/16
landslide susceptibility assessment
slope-unit
spatial probability
size
integration
A case-based method of selecting covariates for digital soil mapping
期刊论文
JOURNAL OF INTEGRATIVE AGRICULTURE, 2020, 卷号: 19, 期号: 8, 页码: 2127-2136
作者:
Peng, Liang
;
Cheng-zhi, Qin
;
A-xing, Zhu
;
Zhi-wei, Hou
;
Nai-qing, Fan
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/07/09
digital soil mapping
covariates
case-based reasoning
Random Forest
Optimizing the frequency ratio method for landslide susceptibility assessment: A case study of the Caiyuan Basin in the southeast mountainous area of China
期刊论文
JOURNAL OF MOUNTAIN SCIENCE, 2020, 卷号: 17, 期号: 2, 页码: 340-357
作者:
Zhang, Yi-xing
;
Lan, Heng-xing
;
Li, Lang-ping
;
Wu, Yu-ming
;
Chen, Jun-hui
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2020/05/19
Automatic optimization
Frequency ratio
GIS
Landslide susceptibility assessment
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