Interval Prediction of Landslide Displacement Using a Pretrained Large Time Series Model Based on Large-scale Cross-domain Data

Interval Prediction of Landslide Displacement Using a Pretrained Large Time Series Model Based on Large-scale Cross-domain Data

Assessing the uncertainty in landslide displacement prediction is essential for improving the dependability of landslide early warning systems. In this study, we employ advanced Transformer-based models to develop robust probabilistic forecasting methods, which are used to construct reliable predict...

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Bibliographic Details
Main Authors: Xuhuang Du, Cheng Lian, Bo Xu, Zhiyong Qi, Jin Yuan, You Mou, Bing Li
Format: Article
Language:English
Published: Tamkang University Press 2025-05-01
Series:Journal of Applied Science and Engineering
Subjects:
landslide displacement prediction
intervals prediction
large pre-trained model
transfer learning
transformer
Online Access:http://jase.tku.edu.tw/articles/jase-202512-28-12-0007
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http://jase.tku.edu.tw/articles/jase-202512-28-12-0007

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