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A spatiotemporal graph convolution-based model for daily runoff prediction in a river network with non-Euclidean topological structure

Liangkun Deng, Xiang Zhang, Shiyong Tao, Ye Zhao, Keyi Wu, Jie Liu

2022Stochastic Environmental Research and Risk Assessment22 citationsDOI

Topics & Concepts

Computer scienceGraphConvolution (computer science)Euclidean distanceTopology (electrical circuits)Convolutional neural networkSurface runoffEuclidean spaceArtificial intelligenceData miningAlgorithmPattern recognition (psychology)Artificial neural networkMathematicsTheoretical computer scienceEcologyPure mathematicsCombinatoricsBiologyHydrology and Watershed Management StudiesFlood Risk Assessment and ManagementHydrological Forecasting Using AI
A spatiotemporal graph convolution-based model for daily runoff prediction in a river network with non-Euclidean topological structure | Litcius