Concepedia

Validation Of Yield Models

Validation of Yield Models is the systematic assessment of the accuracy and reliability of remote sensing-based yield prediction models by comparing their outputs to independent, ground-truthed observational data to quantify model performance and generalizability.

68

Publications

2.6K

Citations

266

Authors

141

Institutions

Publications per year

2017–2026

33

Parents

Publications

68

Potato Yield Prediction Using Machine Learning Techniques and Sentinel 2 Data

Diego Gómez, Pablo Salvador, J. Sanz et al. · Remote Sensing · 2019 · 184 citations · Full text

, , +14

Assessment of NASA/POWER satellite‐based weather system for Brazilian conditions and its impact on sugarcane yield simulation

Leonardo Amaral Monteiro, Paulo César Sentelhas, George Ulguim Pedra · International Journal of Climatology · 2017 · 146 citations · Full text

, , +17

Remote sensing of crop production in China by production efficiency models: models comparisons, estimates and uncertainties

Fulu Tao, Masayuki Yokozawa, Zhao Zhang et al. · Ecological Modelling · 2004 · 107 citations

, , +17

NASA/POWER and DailyGridded weather datasets—how good they are for estimating maize yields in Brazil?

Yury Catalani Nepomuceno Duarte, Paulo César Sentelhas · International Journal of Biometeorology · 2019 · 101 citations

, , +10

Application of the DNDC model to tile-drained Illinois agroecosystems: model calibration, validation, and uncertainty analysis

Christina Tonitto, Mark B. David, Laurie E. Drinkwater et al. · Nutrient Cycling in Agroecosystems · 2007 · 91 citations

, , +17

1–5 of 68

Authors

266

  1. JZ
    Jiahua Zhang

    Chinese Academy of Sciences, China

    3 publications · 47 citations

    3

    h-index

  2. AK
    Annika Kangas

    University of Helsinki, Finland

    2 publications · 70 citations

    2

    h-index

  3. PC
    Paulo César Sentelhas

    Universidade de São Paulo, Brazil

    2 publications · 247 citations

    2

    h-index

  4. YB
    Yun Bai

    Chinese Academy of Sciences, China

    2 publications · 34 citations

    2

    h-index

  5. MW
    Melissa W L Chang

    Agri-Food and Veterinary Authority of Singapore, Singapore

    1 publications · 73 citations

    1

    h-index

1–5 of 266

Institutions

141

  1. University of Chinese Academy of Sciences

    Beijing, China

    4 h-index

    3 publications

    47 citations

  2. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    8 publications

    128 citations

  3. Universidade de São Paulo

    São Paulo, Brazil

    3 h-index

    5 publications

    450 citations

  4. Cornell University

    Ithaca, United States

    3 h-index

    3 publications

    224 citations

  5. Aerospace Information Research Institute

    Beijing, China

    3 h-index

    5 publications

    89 citations

  6. Brazilian Agricultural Research Corporation

    Brasília, Brazil

    3 h-index

    4 publications

    71 citations

  7. Institute of Remote Sensing and Digital Earth

    Beijing, China

    2 h-index

    2 publications

    45 citations

  8. University of Michigan

    Ann Arbor, United States

    2 h-index

    3 publications

    116 citations

1–8 of 141

Venues

  1. Remote Sensing

    5 publications · 338 citations

    5

    h-index

  2. Forest Ecology and Management

    4 publications · 121 citations

    4

    h-index

  3. Computers and Electronics in Agriculture

    4 publications · 146 citations

    4

    h-index

  4. Agricultural and Forest Meteorology

    3 publications · 66 citations

    3

    h-index

  5. Field Crops Research

    2 publications · 34 citations

    2

    h-index

1–5