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| | | | | Journal of Space Weather and Space Climate, a link between all the communities involved in Space Weather and in Space Climate | |
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| | | | | Astronomy & Astrophysics (A&A) is an international journal which publishes papers on all aspects of astronomy and astrophysics | |
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www.swsc-journal.org
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| | | | | Journal of Space Weather and Space Climate, a link between all the communities involved in Space Weather and in Space Climate | |
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gmd.copernicus.org
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| | | Abstract. Forecasting heavy precipitation accurately is a challenging task for most deep learning (DL)-based models. To address this, we present a novel DL architecture called multi-scale feature fusion (MFF) that can forecast precipitation with a lead time of up to 3?h. The MFF model uses convolution kernels with varying sizes to create multi-scale receptive fields. This helps to capture the movement features of precipitation systems, such as their shape, movement direction, and speed. Additionally, the... | ||