Concepedia

Hybrid Streamflow Modeling

Hybrid Streamflow Modeling is a streamflow forecasting methodology that integrates physically-based hydrological models with data-driven machine learning techniques to leverage the strengths of both mechanistic representation and empirical pattern recognition in predicting streamflow dynamics.

143

Publications

8.8K

Citations

518

Authors

300

Institutions

Publications per year

2017–2026

110

Parents

Publications

143

Development of a coupled wavelet transform and neural network method for flow forecasting of non-perennial rivers in semi-arid watersheds

Jan Adamowski, Karen Sun · Journal of Hydrology · 2010 · 420 citations

, , +17

Deep learning in hydrology and water resources disciplines: concepts, methods, applications, and research directions

Kumar Puran Tripathy, Ashok K. Mishra · Journal of Hydrology · 2023 · 286 citations

, , +16

Forecasting daily streamflow using hybrid ANN models

Wen Wang, Pieter van Gelder, J.K. Vrijling et al. · Journal of Hydrology · 2005 · 285 citations

, , +12

A hybrid approach to monthly streamflow forecasting: Integrating hydrological model outputs into a Bayesian artificial neural network

Greer B. Humphrey, Matthew S. Gibbs, Graeme C. Dandy et al. · Journal of Hydrology · 2016 · 275 citations

, , +17

Novel approach for streamflow forecasting using a hybrid ANFIS-FFA model

Zaher Mundher Yaseen‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬, Isa Ebtehaj, Hossein Bonakdari et al. · Journal of Hydrology · 2017 · 268 citations

, , +14

1–5 of 143

Authors

518

  1. ZM
    Zaher Mundher Yaseen‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬

    Ton Duc Thang University, Vietnam

    8 publications · 927 citations

    8

    h-index

  2. AE
    Ahmed El‐Shafie

    University of Malaya, Malaysia

    6 publications · 587 citations

    6

    h-index

  3. AM
    Amir Mosavi

    Obuda University, Hungary

    5 publications · 215 citations

    5

    h-index

  4. ÖK
    Özgür Kişi

    Ilia State University, Georgia

    5 publications · 402 citations

    5

    h-index

  5. HÇ
    Hüseyin Çağan Kılınç

    Istanbul Aydın University, Türkiye

    4 publications · 212 citations

    4

    h-index

1–5 of 518

Institutions

300

  1. Chinese Academy of Sciences

    Beijing, China

    8 h-index

    21 publications

    1.3K citations

  2. University of Malaya

    Kuala Lumpur, Malaysia

    6 h-index

    6 publications

    587 citations

  3. Ilia State University

    Tbilisi, Georgia

    5 h-index

    5 publications

    402 citations

  4. University of Southern Queensland

    Toowoomba, Australia

    5 h-index

    8 publications

    1.1K citations

  5. Huazhong University of Science and Technology

    Wuhan, China

    5 h-index

    9 publications

    595 citations

  6. Hohai University

    Nanjing, China

    5 h-index

    17 publications

    1.3K citations

  7. Obuda University

    Budapest, Hungary

    5 h-index

    5 publications

    215 citations

  8. National University of Malaysia

    Bangi, Malaysia

    5 h-index

    8 publications

    1.2K citations

1–8 of 300

Venues

  1. Journal of Hydrology

    22 publications · 2.9K citations

    21

    h-index

  2. Water

    12 publications · 503 citations

    12

    h-index

  3. Water Resources Management

    10 publications · 592 citations

    10

    h-index

  4. Water Resources Research

    10 publications · 675 citations

    10

    h-index

  5. Hydrological Sciences Journal

    10 publications · 487 citations

    10

    h-index

1–5