Evaluation of neural network models for landslide susceptibility assessment

被引：0
|
作者：
Yi, Yaning [1 ,2 ,3 ]
Zhang, Wanchang [4 ]
Xu, Xiwei [1 ,2 ,3 ]
Zhang, Zhijie [5 ]
Wu, Xuan [4 ,6 ]
机构：
[1] National Institute of Natural Hazards, Ministry of Emergency Management of China, Beijing, China
[2] Key Laboratory of Crustal Dynamics, China Earthquake Administration, Beijing, China
[3] Xichang Observatory for Natural Disaster Dynamics of Strike-slip Fault System in the Tibetan Plateau, Xichang, China
[4] Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China
[5] Department of Geography, University of Connecticut, Storrs, United States
[6] University of Chinese Academy of Sciences, Beijing, China
来源：
International Journal of Digital Earth | 2022年 / 15卷 / 01期
关键词：
Compendex;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Neural network models
引用
收藏
页码：934 / 953
相关论文
共 50 条
  • [1] Evaluation of neural network models for landslide susceptibility assessment
    Yi, Yaning
    Zhang, Wanchang
    Xu, Xiwei
    Zhang, Zhijie
    Wu, Xuan
    INTERNATIONAL JOURNAL OF DIGITAL EARTH, 2022, 15 (01) : 934 - 953
  • [2] Landslide Susceptibility Assessment by Using Convolutional Neural Network
    Nikoobakht, Shahrzad
    Azarafza, Mohammad
    Akgun, Haluk
    Derakhshani, Reza
    APPLIED SCIENCES-BASEL, 2022, 12 (12):
  • [3] Assessment of shallow landslide susceptibility using an artificial neural network
    Zeng B.
    Chen X.
    Arabian Journal of Geosciences, 2021, 14 (6)
  • [4] NEURAL NETWORK AIDED EVALUATION OF LANDSLIDE SUSCEPTIBILITY IN SOUTHERN ITALY
    Rampone, Salvatore
    Valente, Alessio
    INTERNATIONAL JOURNAL OF MODERN PHYSICS C, 2012, 23 (01):
  • [5] A comparative study of different neural network models for landslide susceptibility mapping
    Zhao, Zhan'ao
    He, Yi
    Yao, Sheng
    Yang, Wang
    Wang, Wenhui
    Zhang, Lifeng
    Sun, Qiang
    ADVANCES IN SPACE RESEARCH, 2022, 70 (02) : 383 - 401
  • [6] Landslide susceptibility assessment using the certainty factor and deep neural network
    Ma, Wenli
    Dong, Jianhui
    Wei, Zhanxi
    Peng, Liang
    Wu, Qihong
    Wang, Xiao
    Dong, Yangdan
    Wu, Yuanzao
    FRONTIERS IN EARTH SCIENCE, 2023, 10
  • [7] A Landslide Susceptibility Assessment Method Using SMOTE and Convolutional Neural Network
    Wu X.
    Yang J.
    Niu R.
    Wuhan Daxue Xuebao (Xinxi Kexue Ban)/Geomatics and Information Science of Wuhan University, 2020, 45 (08): : 1223 - 1232
  • [8] Evaluation of landslide susceptibility based on information volume and neural network model
    Chen F.
    Cai C.
    Li X.
    Suntao
    Qian Q.
    Yanshilixue Yu Gongcheng Xuebao/Chinese Journal of Rock Mechanics and Engineering, 2020, 39 : 2859 - 2870
  • [9] Landslide susceptibility modeling by interpretable neural network
    K. Youssef
    K. Shao
    S. Moon
    L.-S. Bouchard
    Communications Earth & Environment, 4
  • [10] Landslide susceptibility modeling by interpretable neural network
    Youssef, K.
    Shao, K.
    Moon, S.
    Bouchard, L. -s.
    COMMUNICATIONS EARTH & ENVIRONMENT, 2023, 4 (01):
12345