Concepedia

Ensemble Groundwater Forecasting

Ensemble Groundwater Forecasting is a groundwater forecasting method that integrates multiple individual models or simulations to produce a probabilistic or consensus estimate of future groundwater levels, thereby accounting for uncertainties in model structure, parameters, and input data.

21

Publications

1.3K

Citations

98

Authors

58

Institutions

Publications per year

2017–2026

20

Parents

Publications

21

Forecasting of groundwater level fluctuations using ensemble hybrid multi-wavelet neural network-based models

Rahim Barzegar, Elham Fijani, Asghar Asghari Moghaddam et al. · The Science of The Total Environment · 2017 · 216 citations

, , +12

Short-term prediction of groundwater level using improved random forest regression with a combination of random features

Xuanhui Wang, Xilai Zheng, Hui Peng et al. · Applied Water Science · 2018 · 122 citations · Full text

, , +17

Modeling the fluctuations of groundwater level by employing ensemble deep learning techniques

Haitham Abdulmohsin Afan, Ahmedbahaaaldin Ibrahem Ahmed Osman, Yusuf Essam et al. · Engineering Applications of Computational Fluid Mechanics · 2021 · 122 citations · Full text

, , +17

Prediction on the fluoride contamination in groundwater at the Datong Basin, Northern China: Comparison of random forest, logistic regression and artificial neural network

Mouigni Baraka Nafouanti, Junxia Li, Nasiru Abba Mustapha et al. · Applied Geochemistry · 2021 · 110 citations

, , +17

A Comparative Study of Groundwater Level Forecasting Using Data-Driven Models Based on Ensemble Empirical Mode Decomposition

Yicheng Gong, Zhongjing Wang, Guoyin Xu et al. · Water · 2018 · 99 citations · Full text

, , +17

1–5 of 21

Authors

98

  1. XW
    Xiaohu Wen

    Chinese Academy of Sciences, China

    2 publications · 63 citations

    2

    h-index

  2. DK
    Dilip Kumar Roy

    Bangladesh Agricultural Research Institute, Bangladesh

    2 publications · 50 citations

    2

    h-index

  3. DS
    Dimitri Solomatine

    IHE Delft Institute for Water Education, Netherlands

    2 publications · 121 citations

    2

    h-index

  4. AA
    Alessandro Amaranto

    University of Nebraska–Lincoln, United States

    2 publications · 121 citations

    2

    h-index

  5. FM
    Francisco Muñoz‐Arriola

    University of Nebraska–Lincoln, United States

    2 publications · 121 citations

    2

    h-index

1–5 of 98

Institutions

58

  1. Delft University of Technology

    Delft, The Netherlands

    2 h-index

    2 publications

    121 citations

  2. Northwest Institute of Eco-Environment and Resources

    Lanzhou, China

    2 h-index

    11 publications

    345 citations

  3. IHE Delft Institute for Water Education

    Delft, The Netherlands

    2 h-index

    6 publications

    363 citations

  4. Institute of Water Problems

    Moscow, Russia

    2 h-index

    2 publications

    121 citations

  5. Chinese Academy of Sciences

    Beijing, China

    2 h-index

    11 publications

    345 citations

  6. University of Nebraska–Lincoln

    Lincoln, United States

    2 h-index

    5 publications

    313 citations

  7. King Saud University

    Riyadh, Saudi Arabia

    2 h-index

    4 publications

    116 citations

  8. China University of Geosciences

    Wuhan, China

    2 h-index

    9 publications

    690 citations

1–8 of 58

Venues

  1. Water

    5 publications · 212 citations

    5

    h-index

  2. Natural Resources Research

    NRR · 2 publications · 94 citations

    2

    h-index

  3. Environmental Science and Pollution Research

    ESPR · 2 publications · 69 citations

    2

    h-index

  4. Applied Sciences

    1 publications · 17 citations

    1

    h-index

  5. Groundwater for Sustainable Development

    2 publications · 32 citations

    1

    h-index

1–5