Concepedia

Data-driven Inflow Forecasting

Data-Driven Inflow Forecasting is a forecasting approach that belongs to the class of inflow prediction methods and is distinguished by its reliance on empirical data and statistical or machine learning models, rather than physical hydrological processes, to predict water inflows into reservoirs or watersheds.

87

Publications

4.3K

Citations

268

Authors

139

Institutions

Publications per year

2017–2026

55

Parents

Publications

87

Application of ANN for Reservoir Inflow Prediction and Operation

Sharad K. Jain, Ashok Kumar Das, Dinesh Kumar Srivastava · Journal of Water Resources Planning and Management · 1999 · 338 citations

, , +15

Developing reservoir monthly inflow forecasts using artificial intelligence and climate phenomenon information

Tiantian Yang, Ata Akbari Asanjan, E. Welles et al. · Water Resources Research · 2017 · 304 citations · Full text

, , +17

Real-time reservoir operation using recurrent neural networks and inflow forecast from a distributed hydrological model

Shuyu Yang, Dawen Yang, Jinsong Chen et al. · Journal of Hydrology · 2019 · 220 citations

, , +16

A neuro-fuzzy model for inflow forecasting of the Nile river at Aswan high dam

Ahmed El‐Shafie, Mahmoud Reda Taha, Aboelmagd Noureldin · Water Resources Management · 2006 · 193 citations

, , +17

A random forest model for inflow prediction at wastewater treatment plants

Pengxiao Zhou, Zhong Li, Spencer Snowling et al. · Stochastic Environmental Research and Risk Assessment · 2019 · 121 citations

, , +12

1–5 of 87

Authors

268

  1. AE
    Ahmed El‐Shafie

    University of Malaya, Malaysia

    10 publications · 576 citations

    10

    h-index

  2. FC
    Fi‐John Chang

    National Taiwan University, Taiwan

    4 publications · 212 citations

    4

    h-index

  3. GL
    Gwo‐Fong Lin

    National Taiwan University, Taiwan

    4 publications · 114 citations

    4

    h-index

  4. AN
    Aboelmagd Noureldin

    Royal Military College of Canada, Canada

    4 publications · 353 citations

    4

    h-index

  5. SG
    Shenglian Guo

    Wuhan University, China

    3 publications · 133 citations

    3

    h-index

1–5 of 268

Institutions

139

  1. National Taiwan University

    Taipei, Taiwan

    7 h-index

    16 publications

    565 citations

  2. University of Malaya

    Kuala Lumpur, Malaysia

    6 h-index

    7 publications

    257 citations

  3. Wuhan University

    Wuhan, China

    4 h-index

    11 publications

    478 citations

  4. National University of Malaysia

    Bangi, Malaysia

    4 h-index

    7 publications

    337 citations

  5. Universiti Tenaga Nasional

    Kuala Selangor, Malaysia

    3 h-index

    3 publications

    119 citations

  6. Royal Military College of Canada

    Kingston, Canada

    3 h-index

    3 publications

    160 citations

  7. Indian Institute of Technology Roorkee

    Roorkee, India

    3 h-index

    7 publications

    1.1K citations

  8. Iran University of Science and Technology

    Tehran, Iran

    2 h-index

    3 publications

    107 citations

1–8 of 139

Venues

  1. Water Resources Management

    12 publications · 799 citations

    12

    h-index

  2. 8

    h-index

  3. Journal of Hydrology

    5 publications · 496 citations

    6

    h-index

  4. Water

    4 publications · 192 citations

    4

    h-index

  5. Journal of Hydro-environment Research

    3 publications · 123 citations

    3

    h-index

1–5