Scientific data
Reconstruction of Extreme Sea Levels in coastal China using Multiple Deep Learning models.
Jiayi Fang, Jionghao Huang, Wanchao Bian, Sida Li, Shuiqing Li, Zhixu Bai, Ying Qu, Yanjun Wu, Ye Zhu
Published: 202610.1038/s41597-026-06593-w
Abstract
We present a 1970-2020 dataset of daily maximum coastal water levels reconstructed for 23 tide gauges along China's coast. The product combines storm-surge residuals predicted with an Informer-based deep learning workflow (benchmarked against LSTM, C…
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