Submit to AGU-Manuscript-Enhancing Landslide Displacement Prediction Using a Spatio-Temporal Deep Learning Model with Interpretable Features
收藏Figshare2025-06-19 更新2026-04-08 收录
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https://figshare.com/articles/dataset/Submit_to_AGU-Manuscript-Enhancing_Landslide_Displacement_Prediction_Using_a_Spatio-Temporal_Deep_Learning_Model_with_Interpretable_Features/28171343/1
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资源简介：
This dataset supports the study titled “Enhancing Landslide Displacement Prediction Using a Spatio-Temporal Deep Learning Model with Interpretable Features.” It includes the monitoring data and model prediction results in two Excel files, along with the corresponding Python code used in the study. Specifically, the code covers STL decomposition, cross-correlation function (CCF) calculation, and displacement prediction using ST-GNN, GRU, and LSTM models. This dataset is intended to support reproducibility and facilitate further research.
提供机构：
Pasuto, Alessandro; Zhang, Wei; Wang, Jia; Zhu, Honghu; Tan, Daoyuan
创建时间：
2025-06-19
