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A Generative Deep Learning Approach to Stochastic Downscaling of Precipitation Forecasts


Apr 05, 2022
Lucy Harris, Andrew T. T. McRae, Matthew Chantry, Peter D. Dueben, Tim N. Palmer

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* Submitted to JAMES 4/4/22 

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RainBench: Towards Global Precipitation Forecasting from Satellite Imagery


Dec 17, 2020
Christian Schroeder de Witt, Catherine Tong, Valentina Zantedeschi, Daniele De Martini, Freddie Kalaitzis, Matthew Chantry, Duncan Watson-Parris, Piotr Bilinski

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* Work completed during the 2020 Frontier Development Lab research accelerator, a private-public partnership with NASA in the US, and ESA in Europe. Accepted as a spotlight/long oral talk at both Climate Change and AI, as well as AI for Earth Sciences Workshops at NeurIPS 2020 

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