Concepedia

Field-level Yield Forecasting

Field-Level Yield Forecasting is a geospatially granular agricultural prediction task that estimates crop yield at the individual field level, distinguished from regional or national-scale forecasting by its focus on micro-level variability in environmental, agronomic, and management factors within discrete cultivated fields.

37

Publications

1.9K

Citations

178

Authors

70

Institutions

Publications per year

2017–2026

22

Parents

Publications

37

An approach to forecast grain crop yield using multi-layered, multi-farm data sets and machine learning

Patrick Filippi, Edward J. Jones, Niranjan S. Wimalathunge et al. · Precision Agriculture · 2019 · 290 citations

, , +16

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

Is it possible to forecast the grain quality and yield of different varieties of winter wheat from Minolta SPAD meter measurements?

Marianne Le Bail, Marie-Hélène Jeuffroy, Christine Bouchard et al. · European Journal of Agronomy · 2005 · 87 citations

, , +15

BASES FOR THE PREDICTION OF CORN YIELDS

R. H. Shaw, W. E. Loomis · PLANT PHYSIOLOGY · 1950 · 87 citations · Full text

, , +16

Predicting wheat grain yield and spatial variability at field scale using a simple regression or a crop model in conjunction with Landsat images

Deborah V. Gaso, Andrés Berger, Verónica Ciganda · Computers and Electronics in Agriculture · 2019 · 69 citations

, , +17

1–5 of 37

Authors

178

  1. AB
    Andrés Berger

    Instituto Nacional de Investigación Agropecuaria, Uruguay

    2 publications · 120 citations

    2

    h-index

  2. DV
    Deborah V. Gaso

    Instituto Nacional de Investigación Agropecuaria, Uruguay

    2 publications · 120 citations

    2

    h-index

  3. JH
    Jianxi Huang

    China Agricultural University, China

    2 publications · 60 citations

    2

    h-index

  4. BW
    Brett Whelan

    The University of Sydney, Australia

    2 publications · 354 citations

    2

    h-index

  5. AA
    Ahmad Al Bitar

    Centre d'Études Spatiales de la Biosphère, France

    1 publications · 18 citations

    1

    h-index

1–5 of 178

Institutions

70

  1. Beijing Normal University

    Beijing, China

    3 h-index

    13 publications

    1.6K citations

  2. Aristotle University of Thessaloniki

    Thessaloniki, Greece

    2 h-index

    2 publications

    85 citations

  3. The University of Sydney

    Sydney, Australia

    2 h-index

    11 publications

    3K citations

  4. Instituto Nacional de Investigación Agropecuaria

    Tacuarembó, Uruguay

    2 h-index

    5 publications

    309 citations

  5. Indian Agricultural Research Institute

    New Delhi, India

    2 h-index

    8 publications

    368 citations

  6. China Agricultural University

    Beijing, China

    2 h-index

    8 publications

    292 citations

  7. University of Nebraska–Lincoln

    Lincoln, United States

    2 h-index

    4 publications

    146 citations

  8. Ministry of Agriculture and Rural Affairs

    Beijing, China

    2 h-index

    4 publications

    146 citations

1–8 of 70

Venues

  1. Agricultural and Forest Meteorology

    5 publications · 212 citations

    5

    h-index

  2. Computers and Electronics in Agriculture

    4 publications · 223 citations

    4

    h-index

  3. European Journal of Agronomy

    4 publications · 350 citations

    4

    h-index

  4. Agricultural Systems

    3 publications · 136 citations

    3

    h-index

  5. Agronomy Journal

    2 publications · 88 citations

    2

    h-index

1–5