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Arxiv
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Spatiotemporally Coherent Probabilistic Generation of Weather from Climate
- Local climate information is crucial for impact assessment and decision-making.
- Current statistical downscaling methods infer small-scale phenomena as temporally decoupled spatial patches.
- A novel generative approach based on a score-based diffusion model is presented.
- The model generates spatiotemporally coherent weather dynamics aligned with global climate output.
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