Concepedia

Yield Prediction Validation

Yield Prediction Validation is a methodological framework within agricultural and environmental modeling that systematically assesses the accuracy, reliability, and generalizability of yield prediction models by comparing their outputs against observed empirical data under defined conditions.

321

Publications

15.7K

Citations

1.2K

Authors

477

Institutions

Publications per year

2017–2026

142

Parents

Publications

321

Crop Yield Prediction Using Deep Neural Networks

Frontiers in Plant Science · 2019 · 795 citations · Full text

, , +17

Crop yield prediction with deep convolutional neural networks

Petteri Nevavuori, Nathaniel Narra, Tarmo Lipping · Computers and Electronics in Agriculture · 2019 · 565 citations

, , +12

Predictive and postdictive success of statistical analyses of yield trials

Hugh G. Gauch, Richard W. Zobel · Theoretical and Applied Genetics · 1988 · 448 citations

, , +14

Artificial neural networks for corn and soybean yield prediction

Monisha Kaul, Robert L. Hill, C. L. Walthall · Agricultural Systems · 2004 · 372 citations

, , +11

Accurate prediction of sugarcane yield using a random forest algorithm

Yvette Everingham, Justin Sexton, Danielle Skocaj et al. · Agronomy for Sustainable Development · 2016 · 353 citations · Full text

, , +14

1–5 of 321

Authors

1.2K

  1. PC
    Paulo César Sentelhas

    Universidade de São Paulo, Brazil

    6 publications · 460 citations

    6

    h-index

  2. GH
    Gerrit Hoogenboom

    University of Florida, United States

    4 publications · 417 citations

    4

    h-index

  3. BD
    Bappa Das

    Central Coastal Agricultural Research Institute, India

    4 publications · 230 citations

    4

    h-index

  4. JR
    James R. Kiniry

    Grassland, Soil and Water Research Laboratory, United States

    4 publications · 311 citations

    4

    h-index

  5. JW
    James W. Jones

    University of Florida, United States

    3 publications · 197 citations

    3

    h-index

1–5 of 1.2K

Institutions

477

  1. Agricultural Research Service

    Washington, United States

    9 h-index

    15 publications

    1.4K citations

  2. University of Georgia

    Athens, United States

    8 h-index

    14 publications

    919 citations

  3. Universidade de São Paulo

    São Paulo, Brazil

    8 h-index

    15 publications

    1.1K citations

  4. University of Florida

    Gainesville, United States

    8 h-index

    20 publications

    1.1K citations

  5. Brazilian Agricultural Research Corporation

    Brasília, Brazil

    5 h-index

    7 publications

    241 citations

  6. Ghent University

    Ghent, Belgium

    5 h-index

    11 publications

    513 citations

  7. University of Minnesota

    Minneapolis, United States

    5 h-index

    11 publications

    672 citations

  8. Texas A&M University

    College Station, United States

    5 h-index

    11 publications

    485 citations

1–8 of 477

Venues

  1. Computers and Electronics in Agriculture

    23 publications · 1.8K citations

    19

    h-index

  2. Agronomy Journal

    20 publications · 844 citations

    15

    h-index

  3. Agricultural and Forest Meteorology

    14 publications · 651 citations

    12

    h-index

  4. European Journal of Agronomy

    11 publications · 794 citations

    11

    h-index

  5. Field Crops Research

    9 publications · 478 citations

    9

    h-index

1–5