Concepedia

Data-driven Inflow Prediction

Data-Driven Inflow Prediction is a predictive modeling approach that belongs to the class of reservoir inflow forecasting methods and is distinguished by its reliance on empirical data and statistical or machine learning techniques to estimate inflow without explicit representation of hydrological processes.

217

Publications

12.4K

Citations

671

Authors

333

Institutions

Publications per year

2017–2026

136

Parents

Publications

217

A digital filter based generation of inflow data for spatially developing direct numerical or large eddy simulations

Markus Klein, Amsini Sadiki, J. Janicka · Journal of Computational Physics · 2003 · 1.3K citations

, , +12

Comparison of the ARMA, ARIMA, and the autoregressive artificial neural network models in forecasting the monthly inflow of Dez dam reservoir

Mohammad Valipour, Mohammad Ebrahim Banihabib, Seyyed Mahmood Reza Behbahani · Journal of Hydrology · 2012 · 844 citations

, , +16

Daily reservoir inflow forecasting using artificial neural networks with stopped training approach

Paulin Coulibaly, François Anctil, Bernard Bobée · Journal of Hydrology · 2000 · 617 citations

, , +14

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

Improving streamflow prediction in the WRF-Hydro model with LSTM networks

Kyeungwoo Cho, Yeonjoo Kim · Journal of Hydrology · 2021 · 320 citations · Full text

, , +17

1–5 of 217

Authors

671

  1. AE
    Ahmed El‐Shafie

    University of Malaya, Malaysia

    10 publications · 576 citations

    10

    h-index

  2. GL
    Gwo‐Fong Lin

    National Taiwan University, Taiwan

    7 publications · 307 citations

    7

    h-index

  3. AN
    Aboelmagd Noureldin

    Royal Military College of Canada, Canada

    4 publications · 353 citations

    4

    h-index

  4. SS
    Soroosh Sorooshian

    University of California, Irvine, United States

    3 publications · 518 citations

    4

    h-index

  5. MT
    Mohammad Taghi Sattari

    University of Tabriz, Iran

    3 publications · 142 citations

    4

    h-index

1–5 of 671

Institutions

333

  1. University of Tehran

    Tehran, Iran

    10 h-index

    17 publications

    3K citations

  2. National Taiwan University

    Taipei, Taiwan

    9 h-index

    26 publications

    1.2K citations

  3. University of Tabriz

    Tabriz, Iran

    6 h-index

    8 publications

    288 citations

  4. University of Malaya

    Kuala Lumpur, Malaysia

    6 h-index

    7 publications

    257 citations

  5. Indian Institute of Technology Bombay

    Mumbai, India

    5 h-index

    11 publications

    382 citations

  6. Universiti Tenaga Nasional

    Kuala Selangor, Malaysia

    4 h-index

    3 publications

    119 citations

  7. National University of Malaysia

    Bangi, Malaysia

    4 h-index

    7 publications

    337 citations

  8. Wuhan University

    Wuhan, China

    4 h-index

    16 publications

    556 citations

1–8 of 333

Venues

  1. Journal of Hydrology

    23 publications · 3.3K citations

    20

    h-index

  2. Water Resources Management

    19 publications · 1.3K citations

    19

    h-index

  3. Water

    10 publications · 323 citations

    11

    h-index

  4. 10

    h-index

  5. Hydrological Sciences Journal

    6 publications · 563 citations

    6

    h-index

1–5