Concepedia

Spatial Yield Prediction

Spatial Yield Prediction is a geospatial modeling technique that distinguishes itself by estimating crop yield variations across heterogeneous landscapes through the integration of location-specific environmental, agronomic, and remote sensing data within a unified predictive framework.

144

Publications

7.3K

Citations

599

Authors

255

Institutions

Publications per year

2017–2026

80

Parents

Publications

144

Integration of high resolution remotely sensed data and machine learning techniques for spatial prediction of soil properties and corn yield

Sami Khanal, John P Fulton, Andrew Klopfenstein et al. · Computers and Electronics in Agriculture · 2018 · 331 citations

, , +17

Assimilating remote sensing data into a crop model to improve predictive performance for spatial applications

Marie Launay, Martine Guérif · Agriculture Ecosystems & Environment · 2005 · 251 citations

, , +16

Application of a Random Forest algorithm to predict spatial distribution of the potential yield of Ruditapes philippinarum in the Venice lagoon, Italy

Simone Vincenzi, Matteo Zucchetta, Piero Franzoi et al. · Ecological Modelling · 2011 · 242 citations

, , +15

A deep learning approach to conflating heterogeneous geospatial data for corn yield estimation: A case study of the US Corn Belt at the county level

Hao Jiang, Hao Hu, Renhai Zhong et al. · Global Change Biology · 2019 · 235 citations

, , +17

Automated Visual Yield Estimation in Vineyards

Stephen Nuske, Kyle Wilshusen, Supreeth Achar et al. · Journal of Field Robotics · 2014 · 228 citations · Full text

, , +16

1–5 of 144

Authors

599

  1. JZ
    Jing Zhang

    Beijing Normal University, China

    3 publications · 167 citations

    3

    h-index

  2. JC
    Juan Cao

    Chinese Academy of Sciences, China

    3 publications · 167 citations

    3

    h-index

  3. JX
    Jialu Xu

    Zhejiang University, China

    3 publications · 352 citations

    3

    h-index

  4. WD
    William D. Batchelor

    Auburn University, United States

    3 publications · 102 citations

    3

    h-index

  5. YL
    Yuchuan Luo

    Beijing Normal University, China

    3 publications · 167 citations

    3

    h-index

1–5 of 599

Institutions

255

  1. Chinese Academy of Sciences

    Beijing, China

    8 h-index

    16 publications

    957 citations

  2. Wageningen University & Research

    Wageningen, The Netherlands

    5 h-index

    13 publications

    1.3K citations

  3. University of Chinese Academy of Sciences

    Beijing, China

    5 h-index

    9 publications

    615 citations

  4. University of Illinois Urbana-Champaign

    Urbana, United States

    4 h-index

    9 publications

    700 citations

  5. Beijing Normal University

    Beijing, China

    4 h-index

    27 publications

    1.4K citations

  6. Zhejiang University

    Hangzhou, China

    4 h-index

    22 publications

    2.6K citations

  7. University of California, Davis

    Davis, United States

    4 h-index

    7 publications

    310 citations

  8. Leibniz Centre for Agricultural Landscape Research

    Müncheberg, Germany

    4 h-index

    12 publications

    468 citations

1–8 of 255

Venues

  1. Remote Sensing

    10 publications · 521 citations

    10

    h-index

  2. Computers and Electronics in Agriculture

    10 publications · 672 citations

    9

    h-index

  3. Agricultural Systems

    7 publications · 368 citations

    7

    h-index

  4. 5

    h-index

  5. Agricultural and Forest Meteorology

    5 publications · 351 citations

    5

    h-index

1–5