Concepedia

Bayesian Fertilizer Response Modeling

Bayesian Fertilizer Response Modeling is a statistical modeling framework that applies Bayesian inference to quantify uncertainty and estimate parameters in crop yield responses to fertilizer inputs, distinguishing itself from classical approaches by incorporating prior knowledge and producing probabilistic predictions of fertilizer effects.

6

Publications

186

Citations

23

Authors

16

Institutions

Publications per year

2017–2026

3

Parents

Publications

6

Using Monte-Carlo simulations and Bayesian Networks to quantify and demonstrate the impact of fertiliser best management practices

David Nash, M.C. Hannah · Environmental Modelling & Software · 2011 · 60 citations

, , +16

Unraveling uncertainty drivers of the maize yield response to nitrogen: A Bayesian and machine learning approach

Adrián A. Correndo, Nicolas Tremblay, Jeffrey A. Coulter et al. · Agricultural and Forest Meteorology · 2021 · 45 citations

, , +16

Application of a Bayesian approach to quantify the impact of nitrogen fertilizer on upland rice yield in sub-Saharan Africa

Hidetoshi Asai, Kazuki Saito, Kensuke Kawamura · Field Crops Research · 2021 · 23 citations

, , +17

Hierarchical Bayesian Estimation of a Stochastic Plateau Response Function: Determining Optimal Levels of Nitrogen Fertilization

Frederic Ouedraogo, B. Wade Brorsen · Canadian Journal of Agricultural Economics/Revue canadienne d agroeconomie · 2017 · 21 citations

, , +17

The Bayesian Choice of Crop Variety and Fertilizer Dose

C. M. Theobald, Mike Talbot · Journal of the Royal Statistical Society Series C (Applied Statistics) · 2002 · 20 citations

, , +17

1–5 of 6

Authors

23

  1. MT
    Mike Talbot

    University of Edinburgh, United Kingdom

    1 publications · 20 citations

    1

    h-index

  2. AA
    Adrián A. Correndo

    Kansas State University, United States

    1 publications · 45 citations

    1

    h-index

  3. PV
    P. V. Vara Prasad

    Kansas State University, United States

    1 publications · 45 citations

    1

    h-index

  4. DN
    David Nash

    Ellinbank Observatory, Australia

    1 publications · 60 citations

    1

    h-index

  5. CD
    Carlos D. Messina

    Corteva (United States), United States

    1 publications · 45 citations

    1

    h-index

1–5 of 23

Institutions

16

  1. Agriculture and Agri-Food Canada

    Ottawa, Canada

    1 h-index

    1 publications

    45 citations

  2. American Veterinary Medical Association

    Schaumburg, United States

    1 h-index

    1 publications

    21 citations

  3. North Dakota State University

    Fargo, United States

    1 h-index

    1 publications

    45 citations

  4. Goodwin College

    East Hartford, United States

    1 h-index

    1 publications

    45 citations

  5. Biomathematics and Statistics Scotland

    Edinburgh, United Kingdom

    1 h-index

    1 publications

    20 citations

  6. University of Minnesota

    Minneapolis, United States

    1 h-index

    1 publications

    45 citations

  7. Ellinbank Observatory

    Ellinbank, Australia

    1 h-index

    2 publications

    120 citations

  8. Oklahoma State University

    Stillwater, United States

    1 h-index

    1 publications

    21 citations

1–8 of 16

Venues

  1. Field Crops Research

    1 publications · 23 citations

    1

    h-index

  2. 1

    h-index

  3. American Journal of Agricultural Economics

    1 publications · 17 citations

    1

    h-index

  4. 1

    h-index

  5. Environmental Modelling & Software

    1 publications · 60 citations

    1

    h-index

1–5