Concepedia

Ensemble Yield Forecasting

Ensemble Yield Forecasting is a predictive modeling approach that integrates multiple individual yield forecasting models to improve accuracy and robustness by leveraging their collective performance through statistical or machine learning-based combination techniques.

39

Publications

2.5K

Citations

156

Authors

91

Institutions

Publications per year

2017–2026

33

Parents

Publications

39

Forecasting Corn Yield With Machine Learning Ensembles

Frontiers in Plant Science · 2020 · 252 citations · Full text

, , +16

Forecasting Corn Yield with Machine Learning Ensembles

Iowa State University Digital Repository (Iowa State University) · 2020 · 226 citations · Full text

, , +16

Seasonal weather forecasts for crop yield modelling in Europe

Pierre Cantelaube, Jean‐Michel Terres · Tellus A Dynamic Meteorology and Oceanography · 2005 · 182 citations · Full text

, , +16

Projection of future drought and its impact on simulated crop yield over South Asia using ensemble machine learning approach

Foyez Ahmed Prodhan, Jiahua Zhang, Til Prasad Pangali Sharma et al. · The Science of The Total Environment · 2021 · 131 citations

, , +17

Global crop yield forecasting using seasonal climate information from a multi-model ensemble

Toshichika Iizumi, Yonghee Shin, Wonsik Kim et al. · Climate Services · 2018 · 120 citations · Full text

, , +17

1–5 of 39

Authors

156

  1. JT
    Jean‐Michel Terres

    Joint Research Centre, Italy

    2 publications · 275 citations

    2

    h-index

  2. DN
    Dev Niyogi

    Purdue University West Lafayette, United States

    2 publications · 78 citations

    2

    h-index

  3. PC
    Pierre Cantelaube

    Joint Research Centre, Italy

    2 publications · 275 citations

    2

    h-index

  4. AJ
    Andrew J. Challinor

    University of Leeds, United Kingdom

    2 publications · 168 citations

    2

    h-index

  5. TW
    Tim Wheeler

    University of Reading, United Kingdom

    2 publications · 168 citations

    2

    h-index

1–5 of 156

Institutions

91

  1. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    11 publications

    1.2K citations

  2. Chinese Academy of Agricultural Sciences

    Beijing, China

    3 h-index

    6 publications

    226 citations

  3. Purdue University West Lafayette

    West Lafayette, United States

    3 h-index

    4 publications

    104 citations

  4. Central China Normal University

    Wuhan, China

    2 h-index

    4 publications

    156 citations

  5. Institute of Agricultural Resources and Regional Planning

    Beijing, China

    2 h-index

    3 publications

    100 citations

  6. Joint Research Centre

    Ispra, Italy

    2 h-index

    3 publications

    457 citations

  7. Iowa State University

    Ames, United States

    2 h-index

    8 publications

    991 citations

  8. Aerospace Information Research Institute

    Beijing, China

    2 h-index

    7 publications

    828 citations

1–8 of 91

Venues

  1. Tellus A Dynamic Meteorology and Oceanography

    4 publications · 443 citations

    4

    h-index

  2. The Journal of Agricultural Science

    2 publications · 30 citations

    2

    h-index

  3. The Science of The Total Environment

    2 publications · 179 citations

    2

    h-index

  4. Frontiers in Plant Science

    2 publications · 299 citations

    2

    h-index

  5. Agricultural and Forest Meteorology

    3 publications · 158 citations

    2

    h-index

1–5