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  • title: EnhancedSD: Predicting Solar Power Reanalysis from Climate Projections via Image Super-Resolution
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            EnhancedSD: Predicting Solar Power Reanalysis from Climate Projections via Image Super-Resolution
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            EnhancedSD: Predicting Solar Power Reanalysis from Climate Projections via Image Super-Resolution

            Dec 2, 2022

            Speakers

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            Nidhin Harilal

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            Bri-Mathias Hodge

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            Claire Monteleoni

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            About

            Renewable energy-based electricity systems are seen as a keystone of future decarbonization efforts. However, power system planning does not currently consider the impacts of climate change on renewable energy resources such as solar energy, chiefly due to a paucity of climate-impacted high-resolution solar power data. Existing statistical downscaling (SD) methods that learn to map coarse-resolution versions of historical reanalysis to generate finer resolution outputs are of limited use when ap…

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            NeurIPS 2022

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