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Application of a Hybrid Model in Landslide Susceptibility Evaluation of the Western Tibet Plateau 期刊论文
APPLIED SCIENCES-BASEL, 2024, 卷号: 14, 期号: 2
作者:  Yang, Yongpeng;  Guo, Ya;  Chen, Hao;  Tang, Hao;  Li, Meng;  Sun, Ang;  Bian, Yu
收藏  |  浏览/下载：9/0  |  提交时间：2024/03/01
information model  weight of evidence  logistic regression  multi-layer perceptron  landslide susceptibility  
Exploration and Comparison of the Effect of Conventional and Advanced Modeling Algorithms on Landslide Susceptibility Prediction: A Case Study from Yadong Country, Tibet 期刊论文
APPLIED SCIENCES-BASEL, 2023, 卷号: 13, 期号: 12
作者:  Liang, Zhu;  Peng, Weiping;  Liu, Wei;  Huang, Houzan;  Huang, Jiaming;  Lou, Kangming;  Liu, Guochao;  Jiang, Kaihua
收藏  |  浏览/下载：1/0  |  提交时间：2024/03/01
Landslide Susceptibility  Information Value  Logistic regression  Machine learning  Deep learning  GIS  
Key predisposing factors and susceptibility assessment of landslides along the Yunnan-Tibet traffic corridor, Tibetan plateau: Comparison with the LR, RF, NB, and MLP techniques 期刊论文
FRONTIERS IN EARTH SCIENCE, 2023, 卷号: 10
作者:  Wang, Sen;  Ling, Sixiang;  Wu, Xiyong;  Wen, Hong;  Huang, Junpeng;  Wang, Feng;  Sun, Chunwei
收藏  |  浏览/下载：1/0  |  提交时间：2024/03/01
landslide susceptibility  machine learning algorithms  variable importance  three rivers region  yunnan-tibet traffic corridor  
Climate Change 2022: Mitigation of Climate Change 科技报告
, 2022
作者:  Jim Skea
JPEG(8Kb)  |  收藏  |  浏览/下载：134/33  |  提交时间：2022/04/06
Risk assessment of engineering diseases of embankment-bridge transition section for railway in permafrost regions 期刊论文
PERMAFROST AND PERIGLACIAL PROCESSES, 2022, 卷号: 33, 期号: 1
作者:  Zhang, Saize;  Niu, Fujun;  Wang, Shi;  Sun, Yongning;  Wang, Jinchang;  Dong, Tianchun
收藏  |  浏览/下载：38/0  |  提交时间：2022/04/28
SUPPORT VECTOR MACHINE  QINGHAI-TIBET HIGHWAY  THERMAL REGIME  FROZEN SOIL  SVM MODEL  LANDSLIDE  SIMULATION  DECISION  BEHAVIOR  PLATEAU  
Assessment of Technologies for Improving Light-Duty Vehicle Fuel Economy 2025-2035 科技报告
, 2021
作者:  [unavailable]
Adobe PDF(13922Kb)  |  收藏  |  浏览/下载：28/4  |  提交时间：2021/11/24
Susceptibility assessment for rainfall-induced landslides using a revised logistic regression method 期刊论文
Natural Hazards, 2021, 卷号: 106, 期号: 1
作者:  Xing X.;  Wu C.;  Li J.;  Li X.;  Zhang L.;  He R.
收藏  |  浏览/下载：27/0  |  提交时间：2021/09/01
Landslide susceptibility  Logistic regression method  Natural disaster  Rainfall-induced landslide  
Model performance analysis for landslide susceptibility in cold regions using accuracy rate and fluctuation characteristics 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 1
作者:  Liu Q.;  Huang D.;  Tang A.;  Han X.
收藏  |  浏览/下载：16/0  |  提交时间：2021/09/01
Fluctuation characteristics  Landslide susceptibility  Overestimation  Permafrost degradation  Predicted error  
Comparing classical statistic and machine learning models in landslide susceptibility mapping in Ardanuc (Artvin), Turkey 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 2
作者:  Akinci H.;  Zeybek M.
收藏  |  浏览/下载：12/0  |  提交时间：2021/09/01
GIS  Landslide susceptibility assessment  Logistic regression  Random forest  Support vector machine  
An optimal sample selection-based logistic regression model of slope physical resistance against rainfall-induced landslide 期刊论文
Natural Hazards, 2021, 卷号: 105, 期号: 2
作者:  Sun D.;  Wen H.;  Zhang Y.;  Xue M.
收藏  |  浏览/下载：22/0  |  提交时间：2021/09/01
Disaster resistance  Geospatial data  Logistic regression (LR) model  Mountain slopes