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  • title: AutoML-based Almond Yield Prediction and Projection in California
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            AutoML-based Almond Yield Prediction and Projection in California
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            AutoML-based Almond Yield Prediction and Projection in California

            Dec 2, 2022

            Speakers

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            Shiheng Duan

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            Shuaiqi Wu

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            Erwan Monier

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            About

            Almonds are one of the most lucrative products of California, but are also among the most sensitive to climate change. In order to better understand the relationship between climatic factors and almond yield, an automated machine learning framework is used to build a collection of machine learning models. The prediction skill is assessed using historical records. Future projections are derived using 17 downscaled climate outputs. The ensemble mean projection displays almond yield changes under t…

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            NeurIPS 2022

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