Concepedia

Predictive Yield Mapping

Predictive Yield Mapping is a geospatial modeling framework that integrates historical yield data, environmental variables, and machine learning algorithms to generate pre-harvest spatial predictions of crop productivity, distinguishing itself from conventional yield mapping by emphasizing forecast accuracy and spatial resolution for proactive harvest planning.

41

Publications

2.2K

Citations

201

Authors

104

Institutions

Publications per year

2017–2026

32

Parents

Publications

41

Wheat yield predictions at a county and field scale with deep learning, machine learning, and google earth engine

Juan Cao, Zhao Zhang, Yuchuan Luo et al. · European Journal of Agronomy · 2020 · 215 citations

, , +17

Fuzzy cognitive map based approach for predicting yield in cotton crop production as a basis for decision support system in precision agriculture application

Elpiniki I. Papageorgiou, Athanasios Markinos, T. Gemtos · Applied Soft Computing · 2011 · 155 citations

, , +15

Self-Learning Random Forests Model for Mapping Groundwater Yield in Data-Scarce Areas

Maher Ibrahim Sameen, Biswajeet Pradhan, Saro Lee · Natural Resources Research · 2018 · 138 citations

, , +12

Machine-learned prediction of annual crop planting in the U.S. Corn Belt based on historical crop planting maps

Chen Zhang, Liping Di, Li Lin et al. · Computers and Electronics in Agriculture · 2019 · 95 citations

, , +17

Deep learning based winter wheat mapping using statistical data as ground references in Kansas and northern Texas, US

Liheng Zhong, Lina Hu, Hang Zhou et al. · Remote Sensing of Environment · 2019 · 90 citations

, , +13

1–5 of 41

Authors

201

  1. DM
    David Makowski

    AgroParisTech, France

    3 publications · 166 citations

    3

    h-index

  2. CC
    Carlos Campillo

    Government of Extremadura, Spain

    2 publications · 38 citations

    2

    h-index

  3. YR
    Yannik Roell

    Aarhus University, Denmark

    2 publications · 69 citations

    2

    h-index

  4. RF
    R. Fortes

    Centro Tecnológico Agroalimentario de Extremadura, Spain

    2 publications · 38 citations

    2

    h-index

  5. RP
    Rustam Paringer

    Image Processing Systems Institute, Russia

    2 publications · 89 citations

    2

    h-index

1–5 of 201

Institutions

104

  1. Tsinghua University

    Beijing, China

    3 h-index

    8 publications

    561 citations

  2. AgroParisTech

    Palaiseau, France

    3 h-index

    6 publications

    301 citations

  3. Chinese Academy of Sciences

    Beijing, China

    2 h-index

    2 publications

    254 citations

  4. CEA Paris-Saclay

    Gif-sur-Yvette, France

    2 h-index

    6 publications

    363 citations

  5. Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement

    Paris, France

    2 h-index

    5 publications

    243 citations

  6. Aarhus University

    Aarhus, Denmark

    2 h-index

    8 publications

    276 citations

  7. Samara National Research University

    Samara, Russia

    2 h-index

    6 publications

    248 citations

  8. The University of Sydney

    Sydney, Australia

    2 h-index

    8 publications

    340 citations

1–8 of 104

Venues

  1. Agricultural and Forest Meteorology

    4 publications · 217 citations

    4

    h-index

  2. Remote Sensing

    4 publications · 156 citations

    4

    h-index

  3. Computers and Electronics in Agriculture

    4 publications · 156 citations

    3

    h-index

  4. Remote Sensing of Environment

    2 publications · 166 citations

    2

    h-index

  5. Spanish Journal of Agricultural Research

    SJAR · 1 publications · 24 citations

    1

    h-index

1–5