Concepedia

Multi-source Yield Data Integration

Multi-Source Yield Data Integration is a systematic framework that synthesizes heterogeneous yield-related measurements from diverse observational, experimental, and simulation-based sources into a unified analytical dataset to enhance accuracy, scalability, and generalizability in agricultural productivity assessments.

17

Publications

1.5K

Citations

96

Authors

38

Institutions

Publications per year

2017–2026

15

Parents

Publications

17

Integrating Multi-Source Data for Rice Yield Prediction across China using Machine Learning and Deep Learning Approaches

Juan Cao, Zhao Zhang, Fulu Tao et al. · Agricultural and Forest Meteorology · 2020 · 351 citations

, , +17

Prediction of Winter Wheat Yield Based on Multi-Source Data and Machine Learning in China

Jichong Han, Zhao Zhang, Juan Cao et al. · Remote Sensing · 2020 · 293 citations · Full text

, , +17

Combining Optical, Fluorescence, Thermal Satellite, and Environmental Data to Predict County-Level Maize Yield in China Using Machine Learning Approaches

Liangliang Zhang, Zhao Zhang, Yuchuan Luo et al. · Remote Sensing · 2019 · 142 citations · Full text

, , +17

Identifying the Contributions of Multi-Source Data for Winter Wheat Yield Prediction in China

Juan Cao, Zhao Zhang, Fulu Tao et al. · Remote Sensing · 2020 · 125 citations · Full text

, , +17

Contribution of total dry matter and harvest index to maize grain yield—A multisource data analysis

Wanmao Liu, Peng Hou, Guangzhou Liu et al. · Food and Energy Security · 2020 · 99 citations · Full text

, , +17

1–5 of 17

Authors

96

  1. ZZ
    Zhao Zhang

    Beijing Normal University, China

    5 publications · 979 citations

    5

    h-index

  2. YL
    Yuchuan Luo

    Beijing Normal University, China

    4 publications · 911 citations

    4

    h-index

  3. JC
    Juan Cao

    Chinese Academy of Sciences, China

    4 publications · 911 citations

    4

    h-index

  4. JH
    Jichong Han

    Beijing Normal University, China

    3 publications · 769 citations

    3

    h-index

  5. FT
    Fulu Tao

    Institute of Geographic Sciences and Natural Resources Research, China

    3 publications · 618 citations

    3

    h-index

1–5 of 96

Institutions

38

  1. Chinese Academy of Sciences

    Beijing, China

    7 h-index

    14 publications

    1.3K citations

  2. Beijing Normal University

    Beijing, China

    5 h-index

    26 publications

    5.7K citations

  3. State Key Laboratory of Earth Surface Processes and Resource Ecology

    Beijing, China

    5 h-index

    26 publications

    5.7K citations

  4. Institute of Geographic Sciences and Natural Resources Research

    Beijing, China

    4 h-index

    5 publications

    754 citations

  5. University of Chinese Academy of Sciences

    Beijing, China

    3 h-index

    4 publications

    320 citations

  6. Chang'an University

    Xi'an, China

    2 h-index

    2 publications

    103 citations

  7. Chinese Academy of Agricultural Sciences

    Beijing, China

    2 h-index

    12 publications

    928 citations

  8. Northeast Institute of Geography and Agroecology

    Changchun, China

    2 h-index

    6 publications

    284 citations

1–8 of 38

Venues

  1. Remote Sensing

    4 publications · 602 citations

    4

    h-index

  2. European Journal of Agronomy

    2 publications · 109 citations

    2

    h-index

  3. Agricultural and Forest Meteorology

    2 publications · 419 citations

    2

    h-index

  4. Agronomy

    1 publications · 47 citations

    1

    h-index

  5. Food and Energy Security

    1 publications · 99 citations

    1

    h-index

1–5