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  • title: Generating physically-consistent high-resolution climate data
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            Generating physically-consistent high-resolution climate data
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            Generating physically-consistent high-resolution climate data

            Dec 2, 2022

            Speakers

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            Paula Harder

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            Alex Hernández-García

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            Venkatesh Ramesh

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            About

            The availability of reliable, high-resolution climate and weather data is important to inform long-term decisions on climate adaptation and mitigation and to guide rapid responses to extreme events. Forecasting models are limited by computational costs and therefore often can only make coarse resolution predictions. Statistical downscaling can provide an efficient method of upsampling low-resolution data. In this field, deep learning has been applied successfully, often using image super-resolut…

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