Japan is an archipelago with diverse climate zones and complex topography that is prone to heavy rain and flooding. Add the growing effects of global warming. These disaster risks are heightened with ...
Short-term rainfall prediction based on radar echo using an efficient spatio-temporal recurrent unit
Accurate short-term precipitation prediction is critical for agricultural production, transportation safety, and water resource management. In this paper, we propose an Efficient Spatio-Temporal ...
Weather prediction systems provide critical information about dangerous storms, deadly heat waves and potential droughts, among other climate emergencies. But they're not always accurate. And ...
To address the challenge where the interplay between spatiotemporal dynamics and topographic effects complicates climate modeling over complex terrain, we propose a hybrid ConvLSTM-XGBoost model ...
Google Is Using AI, Historic News Coverage to Predict Flash Floods Despite mountains of data on rainfall, river flows, and global precipitation patterns, predicting flash floods has proved frustrating ...
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