Concepedia

Statistical Groundwater Forecasting

Statistical Groundwater Forecasting is a methodology in hydrological science that employs statistical models to predict future groundwater levels by analyzing historical observational data, distinguished from physical or hybrid approaches by its reliance solely on data-driven correlations and stochastic relationships rather than mechanistic representations of hydrogeological processes.

33

Publications

1.8K

Citations

141

Authors

83

Institutions

Publications per year

2017–2026

22

Parents

Publications

33

A hybrid machine learning model to predict and visualize nitrate concentration throughout the Central Valley aquifer, California, USA

Katherine M. Ransom, Bernard T. Nolan, Jonathan A. Traum et al. · The Science of The Total Environment · 2017 · 190 citations · Full text

, , +17

Application of Water Quality Indices, Machine Learning Approaches, and GIS to Identify Groundwater Quality for Irrigation Purposes: A Case Study of Sahara Aquifer, Doucen Plain, Algeria

Aissam Gaagai, Hani Amir Aouissi, Selma Bencedira et al. · Water · 2023 · 145 citations · Full text

, , +17

Using Artificial Neural Network Approach for Simultaneous Forecasting of Weekly Groundwater Levels at Multiple Sites

S. Mohanty, Madan K. Jha, S. K. Raul et al. · Water Resources Management · 2015 · 133 citations

, , +16

Combined gamma and M-test-based ANN and ARIMA models for groundwater fluctuation forecasting in semiarid regions

Bahram Choubin, Arash Malekian · Environmental Earth Sciences · 2017 · 114 citations

, , +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

1–5 of 33

Authors

141

  1. BT
    Bernard T. Nolan

    United States Geological Survey, United States

    2 publications · 235 citations

    2

    h-index

  2. MK
    Madan K. Jha

    Indian Institute of Technology Kharagpur, India

    2 publications · 166 citations

    2

    h-index

  3. KV
    K. V. Deepesh Reddy

    Koneru Lakshmaiah Education Foundation, India

    1 publications · 12 citations

    1

    h-index

  4. BC
    Benyamin Chahkandi

    University of Tehran, Iran

    1 publications · 20 citations

    1

    h-index

  5. KK
    Kue‐Young Kim

    Korea Institute of Geoscience and Mineral Resources, South Korea

    1 publications · 67 citations

    1

    h-index

1–5 of 141

Institutions

83

  1. University of Tehran

    Tehran, Iran

    4 h-index

    5 publications

    314 citations

  2. Chang'an University

    Xi'an, China

    2 h-index

    8 publications

    220 citations

  3. University of Birjand

    Birjand, Iran

    2 h-index

    6 publications

    84 citations

  4. Indian Institute of Technology Kharagpur

    Kharagpur, India

    2 h-index

    3 publications

    199 citations

  5. United States Geological Survey

    Reston, United States

    2 h-index

    13 publications

    1.9K citations

  6. Quality Research

    San Antonio, United States

    1 h-index

    1 publications

    190 citations

  7. Yonsei University

    Seoul, South Korea

    1 h-index

    1 publications

    67 citations

  8. University of Bologna

    Bologna, Italy

    1 h-index

    2 publications

    32 citations

1–8 of 83

Venues

  1. Water Resources Management

    4 publications · 308 citations

    4

    h-index

  2. Journal of Hydrology

    3 publications · 148 citations

    3

    h-index

  3. Environmental Earth Sciences

    3 publications · 212 citations

    3

    h-index

  4. Water Resources Research

    2 publications · 62 citations

    2

    h-index

  5. Arabian Journal of Geosciences

    1 publications · 43 citations

    1

    h-index

1–5