Landslide Displacement Prediction With Gated Recurrent Unit and Spatial-Temporal Correlation

Landslide Displacement Prediction With Gated Recurrent Unit and Spatial-Temporal Correlation

Landslides are geohazards of major concern that can cause casualties and property damage. Short-term landslide displacement prediction is one of the most critical and challenging tasks in landslide deformation analysis, and is beneficial for future hazard mitigation. In this research, a novel short-...

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Bibliographic Details
Main Authors: Wenli Ma, Jianhui Dong, Zhanxi Wei, Liang Peng, Qihong Wu, Chunxia Chen, Yuanzao Wu, Feihong Xie
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-07-01
Series:Frontiers in Earth Science
Subjects:
GPS monitoring
slope deformation
spatial-temporal modeling
gated recurrent unit
time-series modeling
Online Access:https://www.frontiersin.org/articles/10.3389/feart.2022.950723/full

Internet

https://www.frontiersin.org/articles/10.3389/feart.2022.950723/full

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