Concepedia

Yield Data Assimilation

Yield Data Assimilation is a computational framework within agricultural data science that integrates heterogeneous sources of crop yield observations into predictive models through systematic error correction and spatiotemporal alignment to improve yield estimation accuracy.

46

Publications

3.6K

Citations

201

Authors

91

Institutions

Publications per year

2017–2026

29

Parents

Publications

46

Improving winter wheat yield estimation by assimilation of the leaf area index from Landsat TM and MODIS data into the WOFOST model

Jianxi Huang, Liyan Tian, Shunlin Liang et al. · Agricultural and Forest Meteorology · 2015 · 421 citations

, , +17

Crop model data assimilation with the Ensemble Kalman filter for improving regional crop yield forecasts

Allard de Wit, C.A. van Diepen · Agricultural and Forest Meteorology · 2007 · 337 citations

, , +16

Assimilation of leaf area index derived from ASAR and MERIS data into CERES-Wheat model to map wheat yield

Laura Dente, Giuseppe Satalino, Francesco Mattia et al. · Remote Sensing of Environment · 2007 · 308 citations

, , +17

Assimilating a synthetic Kalman filter leaf area index series into the WOFOST model to improve regional winter wheat yield estimation

Jianxi Huang, Fernando Sedano, Yanbo Huang et al. · Agricultural and Forest Meteorology · 2015 · 295 citations

, , +14

Assimilating remote sensing observations of leaf area index and soil moisture for wheat yield estimates: An observing system simulation experiment

Grey Nearing, Wade T. Crow, Kelly R. Thorp et al. · Water Resources Research · 2012 · 195 citations · Full text

, , +17

1–5 of 46

Authors

201

  1. JH
    Jianxi Huang

    China Agricultural University, China

    7 publications · 1.2K citations

    7

    h-index

  2. ZC
    Zhongxin Chen

    Institute of Agricultural Resources and Regional Planning, China

    5 publications · 229 citations

    5

    h-index

  3. JR
    Jianqiang Ren

    Institute of Agricultural Resources and Regional Planning, China

    5 publications · 263 citations

    5

    h-index

  4. HL
    He Li

    Chinese Academy of Sciences, China

    4 publications · 201 citations

    4

    h-index

  5. JF
    Jinlong Fan

    China Meteorological Administration, China

    4 publications · 695 citations

    4

    h-index

1–5 of 201

Institutions

91

  1. Institute of Agricultural Resources and Regional Planning

    Beijing, China

    11 h-index

    34 publications

    2.7K citations

  2. Chinese Academy of Agricultural Sciences

    Beijing, China

    10 h-index

    33 publications

    2.7K citations

  3. China Agricultural University

    Beijing, China

    9 h-index

    35 publications

    5.5K citations

  4. Chinese Academy of Sciences

    Beijing, China

    8 h-index

    15 publications

    927 citations

  5. Beijing Normal University

    Beijing, China

    7 h-index

    23 publications

    1.9K citations

  6. China Meteorological Administration

    Beijing, China

    6 h-index

    6 publications

    749 citations

  7. Ministry of Agriculture and Rural Affairs

    Beijing, China

    6 h-index

    24 publications

    954 citations

  8. Institute of Geographic Sciences and Natural Resources Research

    Beijing, China

    5 h-index

    9 publications

    570 citations

1–8 of 91

Venues

  1. Remote Sensing

    12 publications · 505 citations

    12

    h-index

  2. Agricultural and Forest Meteorology

    7 publications · 1.4K citations

    7

    h-index

  3. Remote Sensing of Environment

    3 publications · 434 citations

    3

    h-index

  4. Computers and Electronics in Agriculture

    3 publications · 90 citations

    3

    h-index

  5. 3

    h-index

1–5