Random Forests for Global and Regional Crop Yield Predictions

• Jig Han Jeong,

  Affiliation School of Environmental and Forest Sciences, College of the Environment, University of Washington, Box 354115, Seattle, WA 98195, United States of America

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• Jonathan P. Resop,

  Affiliations Department of Geographical Sciences, University of Maryland, College Park, MD, United States of America, Crop Systems and Global Change Laboratory, USDA-ARS, Beltsville, MD 20705, United States of America

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• Nathaniel D. Mueller,

  Affiliations Department of Earth and Planetary Sciences, Harvard University, Cambridge, MA 02138, United States of America, Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA 02138, United States of America

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• David H. Fleisher,

  Affiliation Crop Systems and Global Change Laboratory, USDA-ARS, Beltsville, MD 20705, United States of America

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• Kyungdahm Yun,

  Affiliation School of Environmental and Forest Sciences, College of the Environment, University of Washington, Box 354115, Seattle, WA 98195, United States of America

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• Ethan E. Butler,

  Affiliation Department of Forest Resources, University of Minnesota, St. Paul, MN 55108, United States of America

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• Dennis J. Timlin,

  Affiliation Crop Systems and Global Change Laboratory, USDA-ARS, Beltsville, MD 20705, United States of America

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• Kyo-Moon Shim,

  Affiliation Climate Change & Agroecology Division, National Institute of Agricultural Science, RDA, Suwon, Korea

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• James S. Gerber,

  Affiliation Institute on the Environment, University of Minnesota, St. Paul, MN 55108, United States of America

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• Vangimalla R. Reddy,

  Affiliation Crop Systems and Global Change Laboratory, USDA-ARS, Beltsville, MD 20705, United States of America

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• Soo-Hyung Kim

  * E-mail: soohkim@uw.edu

  Affiliation School of Environmental and Forest Sciences, College of the Environment, University of Washington, Box 354115, Seattle, WA 98195, United States of America

  http://orcid.org/0000-0003-3879-4080

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