Concepedia

Yield Prediction

Yield Prediction is a quantitative modeling task in agronomy and crop science that estimates future crop yield for a given crop, location, and time period based on predictive relationships derived from biophysical, management, environmental, and/or remotely sensed data.

10.1K

Publications

547.5K

Citations

27.9K

Authors

4.7K

Institutions

Publications per year

2017–2026

4.8K

Parents

Children

Publications

10.1K

Nonlinear temperature effects indicate severe damages to U.S. crop yields under climate change

Wolfram Schlenker, Michael J. Roberts · Proceedings of the National Academy of Sciences · 2009 · 3.3K citations · Full text

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Temperature increase reduces global yields of major crops in four independent estimates

Chuang Zhao, Shilong Piao, Xuhui Wang et al. · Proceedings of the National Academy of Sciences · 2017 · 3.2K citations · Full text

, , +17

Rice yields decline with higher night temperature from global warming

Shaobing Peng, Jianliang Huang, J. E. SHEEHY et al. · Proceedings of the National Academy of Sciences · 2004 · 2.4K citations · Full text

, , +15

Yield response to water.

J. Doorenbos, A. Kassam · 1979 · 2K citations

, , +12

Crop yield prediction using machine learning: A systematic literature review

Thomas van Klompenburg, Ayalew Kassahun, Cagatay Catal · Computers and Electronics in Agriculture · 2020 · 1.7K citations · Full text

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1–5 of 10.1K

Authors

27.9K

  1. DB
    David B. Lobell

    Stanford University, United States

    63 publications · 16K citations

    50

    h-index

  2. GH
    Gerrit Hoogenboom

    University of Florida, United States

    111 publications · 8.1K citations

    48

    h-index

  3. KJ
    Kenneth J. Boote

    University of Florida, United States

    89 publications · 8.9K citations

    44

    h-index

  4. FE
    Frank Ewert

    University of Bonn, Germany

    72 publications · 11K citations

    43

    h-index

  5. SA
    Senthold Asseng

    University of Florida, United States

    68 publications · 11K citations

    40

    h-index

1–5 of 27.9K

Institutions

4.7K

  1. Wageningen University & Research

    Wageningen, The Netherlands

    81 h-index

    573 publications

    68.5K citations

  2. Chinese Academy of Sciences

    Beijing, China

    74 h-index

    667 publications

    50.5K citations

  3. Commonwealth Scientific and Industrial Research Organisation

    Canberra, Australia

    71 h-index

    450 publications

    35.5K citations

  4. University of Florida

    Gainesville, United States

    70 h-index

    559 publications

    52.7K citations

  5. Agricultural Research Service

    Washington, United States

    63 h-index

    449 publications

    31.7K citations

  6. China Agricultural University

    Beijing, China

    63 h-index

    749 publications

    50.3K citations

  7. University of Nebraska–Lincoln

    Lincoln, United States

    60 h-index

    406 publications

    60.6K citations

  8. Chinese Academy of Agricultural Sciences

    Beijing, China

    56 h-index

    528 publications

    36.2K citations

1–8 of 4.7K

Venues

  1. Agricultural and Forest Meteorology

    268 publications · 25.8K citations

    90

    h-index

  2. Field Crops Research

    367 publications · 31.3K citations

    90

    h-index

  3. Agronomy Journal

    389 publications · 21.8K citations

    75

    h-index

  4. Computers and Electronics in Agriculture

    237 publications · 17.9K citations

    70

    h-index

  5. European Journal of Agronomy

    213 publications · 17.2K citations

    70

    h-index

1–5