Flood Forecasting Method and Application Based on Informer Model
Yiyuan Xu,
Jianhui Zhao,
Biao Wan
et al.
Abstract:Flood forecasting helps anticipate floods and evacuate people, but due to the access of a large number of data acquisition devices, the explosive growth of multidimensional data and the increasingly demanding prediction accuracy, classical parameter models, and traditional machine learning algorithms are unable to meet the high efficiency and high precision requirements of prediction tasks. In recent years, deep learning algorithms represented by convolutional neural networks, recurrent neural networks and Inf… Show more
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