Concepedia

Data-driven Hydrograph Modeling

Data-Driven Hydrograph Modeling is a hydrological modeling approach that belongs to the class of data-driven environmental simulation methods, distinguished by its reliance on empirical data and statistical or machine learning techniques to directly infer hydrograph dynamics without requiring explicit process-based representation of watershed physics.

9

Publications

312

Citations

42

Authors

13

Institutions

Publications per year

2017–2026

4

Parents

Publications

9

An artificial neural network model for generating hydrograph from hydro-meteorological parameters

Sajjad Ahmad, Slobodan P. Simonović · Journal of Hydrology · 2005 · 120 citations

, , +14

Review: Theory-guided machine learning applied to hydrogeology—state of the art, opportunities and future challenges

Adoubi Vincent De Paul Adombi, Romain Chesnaux, Marie‐Amélie Boucher · Hydrogeology Journal · 2021 · 39 citations

, , +16

Practical hydroinformatics: Computational intelligence and technological developments in water applications

ID Cluckie, A Moghaddamnia, Dawei Han · Springer US · 2008 · 33 citations

, , +17

Influence of cascade reservoir operation in the Upper Mekong River on the general hydrological regime: A combined data-driven modeling approach

Xu Yuan, Jiahong Wang, Daming He et al. · Journal of Environmental Management · 2022 · 31 citations

, , +17

A fractal physics-based data-driven model for water-flooding reservoir (FlowNet-fractal)

Yunfeng Xu, Yujie Hu, Xiang Rao et al. · Journal of Petroleum Science and Engineering · 2021 · 21 citations

, , +14

1–5 of 9

Authors

42

  1. YL
    Ying Lu

    Karolinska Institutet, Sweden

    1 publications · 31 citations

    1

    h-index

  2. WT
    Wen‐Ping Tsai

    National Taiwan University, Taiwan

    1 publications · 17 citations

    1

    h-index

  3. DH
    Dawei Han

    1 publications · 33 citations

    1

    h-index

  4. WZ
    Wentao Zhan

    Yangtze University, China

    1 publications · 21 citations

    1

    h-index

  5. HZ
    Hui Zhao

    Yangtze University, China

    1 publications · 21 citations

    1

    h-index

1–5 of 42

Institutions

13

  1. McMaster University

    Hamilton, Canada

    1 h-index

    2 publications

    30 citations

  2. National Taiwan University

    Taipei, Taiwan

    1 h-index

    3 publications

    51 citations

  3. Imperial Oil (Canada)

    Calgary, Canada

    1 h-index

    1 publications

    15 citations

  4. Purdue University West Lafayette

    West Lafayette, United States

    1 h-index

    2 publications

    36 citations

  5. Yunnan University

    Kunming, China

    1 h-index

    9 publications

    279 citations

  6. Université du Québec à Chicoutimi

    Saguenay, Canada

    1 h-index

    2 publications

    78 citations

  7. Zhejiang University

    Hangzhou, China

    1 h-index

    1 publications

    17 citations

  8. University of Miami

    Coral Gables, United States

    1 h-index

    1 publications

    120 citations

1–8 of 13

Venues

  1. Journal of Hydrology

    2 publications · 138 citations

    2

    h-index

  2. Journal of Petroleum Science and Engineering

    1 publications · 21 citations

    1

    h-index

  3. Water Resources Management

    1 publications · 17 citations

    1

    h-index

  4. Process Safety and Environmental Protection

    1 publications · 15 citations

    1

    h-index

  5. Journal of Environmental Management

    1 publications · 31 citations

    1

    h-index

1–5