Daily Gap-free NDSI Reconstruction across the Northern Hemisphere Driven by Long-Term Nonlinear Meteorological Forcing
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This daily, gap-free 0.05° NDSI dataset (2003–2023) is reconstructed using a sequence-based PredFormer architecture featuring extended temporal self-attention and adaptive spatiotemporal filtering. By modeling the nonlinear cumulative interactions between snow dynamics and meteorological drivers, this product provides a spatiotemporally continuous foundation optimized for Global Climate Models (GCMs) and hydrological assessments.
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Zenodo创建时间:
2026-03-03



