Concepedia

Statistical Drought Forecasting

Statistical Drought Forecasting is a drought forecasting approach that belongs to the class of empirical methods relying on historical data and probabilistic relationships, distinguished by its use of statistical models to predict drought occurrence, severity, and duration without explicitly simulating underlying physical processes.

55

Publications

4.1K

Citations

217

Authors

125

Institutions

Publications per year

2017–2026

35

Parents

Publications

55

Seasonal Drought Prediction: Advances, Challenges, and Future Prospects

Zengchao Hao, Vijay P. Singh, Youlong Xia · Reviews of Geophysics · 2018 · 591 citations · Full text

, , +17

Application of the extreme learning machine algorithm for the prediction of monthly Effective Drought Index in eastern Australia

Ravinesh C. Deo, Mehmet Şahin · Atmospheric Research · 2014 · 318 citations

, , +15

Forecasting effective drought index using a wavelet extreme learning machine (W-ELM) model

Ravinesh C. Deo, Mukesh Tiwari, Jan Adamowski et al. · Stochastic Environmental Research and Risk Assessment · 2016 · 226 citations

, , +14

Meteorological drought forecasting based on a statistical model with machine learning techniques in Shaanxi province, China

Rong Zhang, Zhaoyue Chen, Li-Jun Xu et al. · The Science of The Total Environment · 2019 · 207 citations

, , +16

Coupling machine learning methods with wavelet transforms and the bootstrap and boosting ensemble approaches for drought prediction

Anteneh Belayneh, Jan Adamowski, Bahaa Khalil et al. · Atmospheric Research · 2016 · 181 citations

, , +16

1–5 of 55

Authors

217

  1. RC
    Ravinesh C. Deo

    University of Southern Queensland, Australia

    4 publications · 727 citations

    4

    h-index

  2. JA
    Jan Adamowski

    McGill University, Canada

    3 publications · 506 citations

    3

    h-index

  3. CF
    Chris Funk

    University of California, Santa Barbara, United States

    3 publications · 177 citations

    3

    h-index

  4. JB
    J. Brent Roberts

    Marshall Space Flight Center, United States

    2 publications · 163 citations

    2

    h-index

  5. FR
    F. R. Robertson

    Marshall Space Flight Center, United States

    2 publications · 163 citations

    2

    h-index

1–5 of 217

Institutions

125

  1. University of Southern Queensland

    Toowoomba, Australia

    4 h-index

    8 publications

    1.1K citations

  2. McGill University

    Montreal, Canada

    3 h-index

    7 publications

    1.3K citations

  3. Beijing Normal University

    Beijing, China

    2 h-index

    5 publications

    767 citations

  4. NOAA Environmental Modeling Center

    College Park, United States

    2 h-index

    2 publications

    635 citations

  5. Marshall Space Flight Center

    Redstone Arsenal, United States

    2 h-index

    3 publications

    300 citations

  6. Wuhan University

    Wuhan, China

    2 h-index

    7 publications

    447 citations

  7. National Cheng Kung University

    Tainan City, Taiwan

    2 h-index

    5 publications

    262 citations

  8. University of Tehran

    Tehran, Iran

    2 h-index

    3 publications

    234 citations

1–8 of 125

Venues

  1. Water Resources Management

    5 publications · 347 citations

    5

    h-index

  2. Journal of Hydrology

    5 publications · 282 citations

    5

    h-index

  3. 3

    h-index

  4. Atmospheric Research

    3 publications · 598 citations

    3

    h-index

  5. Environmental Earth Sciences

    2 publications · 107 citations

    2

    h-index

1–5