Hydrological Forecasting

A Simple Baseline for Adversarial Domain Adaptation-based Unsupervised Flood Forecasting
This technical report presents a Flood Domain Adaptation Network (FloodDAN), the first baseline of unsupervised flood forecasting problem. [ArXiv]
Delong Chen, Ruizhi Zhou, Yanling Pan, Fan Liu
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A Simple Baseline for Adversarial Domain Adaptation-based Unsupervised Flood Forecasting
Significant Wave Height Prediction based on Wavelet Graph Neural Network
In this paper, we focus on enabling the deep learning model to learn both short-term and long-term spatial-temporal dependencies for Significant Wave Height (SWH) prediction. A Wavelet Graph Neural Network (WGNN) approach is proposed. This paper won the BDAI 2021 Best Presentation award [DOI].
Delong Chen, Fan Liu, Zheqi Zhang, Xiaomin Lu, Zewen Li
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Significant Wave Height Prediction based on Wavelet Graph Neural Network