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  • title: Urban Heat Island Detection and Causal Inference Using Convolutional Neural Networks
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            Urban Heat Island Detection and Causal Inference Using Convolutional Neural Networks
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            Urban Heat Island Detection and Causal Inference Using Convolutional Neural Networks

            Dec 2, 2022

            Speakers

            ZC

            Zach Calhoun

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            GJ

            Gary Jiang

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            MB

            Michael Bergin

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            About

            Compared to rural areas, urban areas experience higher temperatures for longer periods of time because of the urban heat island (UHI) effect. This increased heat stress leads to greater mortality, increased energy demand, regional changes to precipitation patterns, and increased air pollution. Urban developers can minimize the UHI effect by incorporating features that promote air flow and heat dispersion (e.g., increasing green space). However, understanding which urban features to implement is…

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            NeurIPS 2022

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