The performance of using an autoencoder for prediction and susceptibility assessment of landslides: A case study on landslides triggered by the 2018 Hokkaido Eastern Iburi earthquake in Japan

被引:0
|
作者
Kounghoon Nam
Fawu Wang
机构
[1] Shimane University,Department of Earth Science
关键词
Autoencoder; Deep neural network; Unsupervised learning; Earthquake; Landslide susceptibility;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [1] The performance of using an autoencoder for prediction and susceptibility assessment of landslides: A case study on landslides triggered by the 2018 Hokkaido Eastern Iburi earthquake in Japan
    Nam, Kounghoon
    Wang, Fawu
    GEOENVIRONMENTAL DISASTERS, 2019, 6 (01)
  • [2] Characteristics of landslides triggered by the 2018 Hokkaido Eastern Iburi earthquake, Northern Japan
    Zhang, Shuai
    Li, Ran
    Wang, Fawu
    Iio, Akinori
    LANDSLIDES, 2019, 16 (09) : 1691 - 1708
  • [3] Characteristics of landslides triggered by the 2018 Hokkaido Eastern Iburi earthquake, Northern Japan
    Shuai Zhang
    Ran Li
    Fawu Wang
    Akinori Iio
    Landslides, 2019, 16 : 1691 - 1708
  • [4] Characteristics of landslides caused by the 2018 Hokkaido Eastern Iburi Earthquake
    Nobutomo Osanai
    Takashi Yamada
    Shin-ichiro Hayashi
    Shin’ya Kastura
    Takahisa Furuichi
    Seiji Yanai
    Yasuhiro Murakami
    Tomoyoshi Miyazaki
    Yuichiro Tanioka
    Shigetaka Takiguchi
    Mayumi Miyazaki
    Landslides, 2019, 16 : 1517 - 1528
  • [5] Characteristics of landslides caused by the 2018 Hokkaido Eastern Iburi Earthquake
    Osanai, Nobutomo
    Yamada, Takashi
    Hayashi, Shin-ichiro
    Kastura, Shinya
    Furuichi, Takahisa
    Yanai, Seiji
    Murakami, Yasuhiro
    Miyazaki, Tomoyoshi
    Tanioka, Yuichiro
    Takiguchi, Shigetaka
    Miyazaki, Mayumi
    LANDSLIDES, 2019, 16 (08) : 1517 - 1528
  • [6] Topographic effects on frequency-size distribution of landslides triggered by the Hokkaido Eastern Iburi Earthquake in 2018
    Kasai, Mio
    Yamada, Takashi
    EARTH PLANETS AND SPACE, 2019, 71 (01):
  • [7] Topographic effects on frequency-size distribution of landslides triggered by the Hokkaido Eastern Iburi Earthquake in 2018
    Mio Kasai
    Takashi Yamada
    Earth, Planets and Space, 71
  • [8] Controlling role of Ta-d pumice on the coseismic landslides triggered by 2018 Hokkaido Eastern Iburi Earthquake
    Li, Ran
    Wang, Fawu
    Zhang, Shuai
    LANDSLIDES, 2020, 17 (05) : 1233 - 1250
  • [9] Controlling role of Ta-d pumice on the coseismic landslides triggered by 2018 Hokkaido Eastern Iburi Earthquake
    Ran Li
    Fawu Wang
    Shuai Zhang
    Landslides, 2020, 17 : 1233 - 1250
  • [10] Slope failures/landslides over a wide area in the 2018 Hokkaido Eastern Iburi earthquake
    Kawamura, Shima
    Kawajiri, Shunzo
    Hirose, Wataru
    Watanabe, Tatsuya
    SOILS AND FOUNDATIONS, 2019, 59 (06) : 2376 - 2395