Concepedia

Data-driven Irrigation Control

Data-Driven Irrigation Control is a methodology in agricultural water management that uses empirical data from sensors, weather forecasts, and crop monitoring systems to dynamically regulate irrigation schedules and amounts, distinguishing itself from rule-based or fixed-timer approaches through its reliance on real-time, measurable environmental inputs and analytical models to optimize water use efficiency.

22

Publications

1.2K

Citations

84

Authors

55

Institutions

Publications per year

2017–2026

19

Parents

Publications

22

Precision Irrigation Management Using Machine Learning and Digital Farming Solutions

Abiodun Emmanuel Abioye, Oliver Hensel, Travis J. Esau et al. · AgriEngineering · 2022 · 254 citations · Full text

, , +17

Enhancing water management in smart agriculture: A cloud and IoT-Based smart irrigation system

Bouali Et-taibi, Mohamed Riduan Abid, El‐Mahjoub Boufounas et al. · Results in Engineering · 2024 · 147 citations · Full text

, , +17

Robust Model Predictive Control of Irrigation Systems With Active Uncertainty Learning and Data Analytics

Chao Shang, Wei‐Han Chen, Abraham D. Stroock et al. · IEEE Transactions on Control Systems Technology · 2019 · 98 citations · Full text

, , +11

Sustainable Irrigation System for Farming Supported by Machine Learning and Real-Time Sensor Data

André Glória, J. M. R. Cardoso, Pedro Sebastião · Sensors · 2021 · 75 citations · Full text

, , +17

Digital technologies for water use and management in agriculture: Recent applications and future outlook

Carlos Parra-López, Saker Ben Abdallah, Guillermo Garcia‐Garcia et al. · Agricultural Water Management · 2025 · 72 citations · Full text

, , +17

1–5 of 22

Authors

84

  1. GK
    Geophrey K. Anornu

    Kwame Nkrumah University of Science and Technology, Ghana

    2 publications · 97 citations

    2

    h-index

  2. CS
    Chao Shang

    Tsinghua University, China

    2 publications · 133 citations

    2

    h-index

  3. AE
    Abiodun Emmanuel Abioye

    The Federal Polytechnic, Ado-Ekiti, Nigeria

    2 publications · 265 citations

    2

    h-index

  4. WC
    Wei‐Han Chen

    Cornell University, United States

    2 publications · 133 citations

    2

    h-index

  5. SK
    Su Ki Ooi

    The University of Melbourne, Australia

    2 publications · 82 citations

    2

    h-index

1–5 of 84

Institutions

55

  1. Makerere University

    Kampala, Uganda

    2 h-index

    2 publications

    97 citations

  2. University of Technology Malaysia

    Johor Bahru, Malaysia

    2 h-index

    6 publications

    552 citations

  3. National Research Council

    Rome, Italy

    2 h-index

    4 publications

    170 citations

  4. Kwame Nkrumah University of Science and Technology

    Kumasi, Ghana

    2 h-index

    2 publications

    97 citations

  5. Tsinghua University

    Beijing, China

    2 h-index

    2 publications

    133 citations

  6. The University of Melbourne

    Melbourne, Australia

    2 h-index

    4 publications

    164 citations

  7. Akanu Ibiam, Federal Polytechnic Unwana

    Unwana, Nigeria

    2 h-index

    4 publications

    287 citations

  8. The Federal Polytechnic, Ado-Ekiti

    Ado-Ekiti, Nigeria

    2 h-index

    4 publications

    287 citations

1–8 of 55

Venues

  1. Smart Agricultural Technology

    3 publications · 108 citations

    3

    h-index

  2. Control Engineering Practice

    2 publications · 99 citations

    2

    h-index

  3. Information

    1 publications · 34 citations

    1

    h-index

  4. Cell & Cellular Life Sciences Journal

    CCLSJ · 1 publications · 14 citations

    1

    h-index

  5. Agricultural Water Management

    1 publications · 72 citations

    1

    h-index

1–5