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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:0/0
  |  
提交时间:2024/02/27
Landslides
MMMM expressway
Machine learning
Landslide susceptibility
Northern Pakistan
A Method for Identifying Geospatial Data Sharing Websites by Combining Multi-Source Semantic Information and Machine Learning
期刊论文
APPLIED SCIENCES-BASEL, 2021, 卷号: 11, 期号: 18, 页码: 19
作者:
Cheng, Quanying
;
Zhu, Yunqiang
;
Zeng, Hongyun
;
Song, Jia
;
Wang, Shu
收藏
  |  
浏览/下载:58/0
  |  
提交时间:2021/11/05
geospatial data sharing website
multi-source semantic information
website classification
natural language processing technology
machine learning
Accurate Prediction of Earthquake-Induced Landslides Based on Deep Learning Considering Landslide Source Area
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 17, 页码: 19
作者:
Li, Yao
;
Cui, Peng
;
Ye, Chengming
;
Marcato Junior, Jose
;
Zhang, Zhengtao
收藏
  |  
浏览/下载:31/0
  |  
提交时间:2021/12/15
spatial prediction
earthquake-induced landslide
source area feature
stacked autoencoder
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:15/0
  |  
提交时间:2021/10/14
fuzzy analytical hierarchy process
landslide susceptibility
landslide types
Loess Plateau
logistic regression
weighted frequency ratio
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
Mapping forest type and age in China's plantations
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 卷号: 744, 页码: 9
作者:
Yu, Zhen
;
Zhao, Hongrun
;
Liu, Shirong
;
Zhou, Guoyi
;
Fang, Jingyun
收藏
  |  
浏览/下载:48/0
  |  
提交时间:2021/03/16
Planted forests
Digitalized maps
Forest age
Human management
Remote sensing
Glacial lake inventory of high-mountain Asia in 1990 and 2018 derived from Landsat images
期刊论文
EARTH SYSTEM SCIENCE DATA, 2020, 卷号: 12, 期号: 3, 页码: 2169-2182
作者:
Wang, Xin
;
Guo, Xiaoyu
;
Yang, Chengde
;
Liu, Qionghuan
;
Wei, Junfeng
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  |  
浏览/下载:22/0
  |  
提交时间:2021/03/16
An Automated Method for Surface Ice/Snow Mapping Based on Objects and Pixels from Landsat Imagery in a Mountainous Region
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 3, 页码: 19
作者:
Wang, Xuecheng
;
Gao, Xing
;
Zhang, Xiaoyan
;
Wang, Wei
;
Yang, Fei
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2020/05/19
ice
snow
Landsat
watershed algorithm
image segmentation
classification threshold
Mapping forest type and age in China's plantations
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 卷号: 744, 页码: -
作者:
Yu, Zhen
;
Zhao, Hongrun
;
Liu, Shirong
;
Zhou, Guoyi
;
Fang, Jingyun
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2020/10/22
CARBON SEQUESTRATION
TREE HEIGHT
STAND AGE
GROWTH
CLASSIFICATION
ECOSYSTEMS
Mapping forest type and age in China's plantations
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 卷号: 744
作者:
Yu, Zhen
;
Zhao, Hongrun
;
Liu, Shirong
;
Zhou, Guoyi
;
Fang, Jingyun
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2022/03/01
Planted forests
Digitalized maps
Forest age
Human management
Remote sensing
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