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Fan Yan

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S$^3$N: A Spherical Spiral Scanning Network for Weather Forecasting

Fan Yan, Chen Hui, Weisi Lin وآخرون · 2026

Machine learning-based weather prediction (MLWP) has achieved strong performance in global weather forecasting. Recent Hierarchical Equal Area isoLatitude Pixelation (HEALPix)-based methods use the HEALPix (HP) grid to avoid area distortion near the poles of conventional latitude-longitude (LL) grids. However, existing …

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