Concepedia

Extreme Weather Analytics

Extreme Weather Analytics is a subfield of Climate Informatics that specifically involves the development and application of computational methods, models, and frameworks to detect, predict, and analyze rare and high-impact meteorological events, distinguishing it from broader climate analysis through its focus on the statistical extremes and anomalous patterns in weather data.

36

Publications

2.4K

Citations

156

Authors

91

Institutions

Publications per year

2017–2026

23

Parents

Publications

36

US billion-dollar weather and climate disasters: data sources, trends, accuracy and biases

Adam Smith, Richard W. Katz · Natural Hazards · 2013 · 670 citations

, , +16

A novel hybrid model for air quality index forecasting based on two-phase decomposition technique and modified extreme learning machine

Deyun Wang, Shuai Wei, Hongyuan Luo et al. · The Science of The Total Environment · 2016 · 238 citations

, , +16

Extreme learning machine based prediction of daily dew point temperature

Kasra Mohammadi, Shahaboddin Shamshirband, Shervin Motamedi et al. · Computers and Electronics in Agriculture · 2015 · 133 citations

, , +12

A comparative evaluation for identifying the suitability of extreme learning machine to predict horizontal global solar radiation

Shahaboddin Shamshirband, Kasra Mohammadi, Dalibor Petković et al. · Renewable and Sustainable Energy Reviews · 2015 · 130 citations

, , +14

Automated extraction and classification of thunderstorm and non-thunderstorm wind data for extreme-value analysis

Franklin T. Lombardo, Joseph A. Main, Emil Simiu · Journal of Wind Engineering and Industrial Aerodynamics · 2009 · 124 citations

, , +14

1–5 of 36

Authors

156

  1. TK
    Thorsten Kurth

    Lawrence Berkeley National Laboratory, United States

    3 publications · 177 citations

    3

    h-index

  2. EG
    Eric Gilleland

    NSF National Center for Atmospheric Research, United States

    3 publications · 67 citations

    3

    h-index

  3. WB
    W. Bhimji

    Lawrence Berkeley National Laboratory, United States

    2 publications · 81 citations

    2

    h-index

  4. DP
    Dalibor Petković

    University of Nis, Serbia

    2 publications · 263 citations

    2

    h-index

  5. ME
    Mikhail E. Smorkalov

    Intel (India), India

    2 publications · 81 citations

    2

    h-index

1–5 of 156

Institutions

91

  1. Stanford University

    Stanford, United States

    2 h-index

    3 publications

    172 citations

  2. Colorado State University

    Fort Collins, United States

    2 h-index

    3 publications

    215 citations

  3. University of Nis

    Niš, Serbia

    2 h-index

    3 publications

    396 citations

  4. Lawrence Berkeley National Laboratory

    Berkeley, United States

    2 h-index

    15 publications

    1.3K citations

  5. NSF National Center for Atmospheric Research

    Boulder, United States

    2 h-index

    4 publications

    958 citations

  6. University of Malaya

    Kuala Lumpur, Malaysia

    2 h-index

    5 publications

    659 citations

  7. University of Kashan

    Kāshān, Iran

    2 h-index

    2 publications

    263 citations

  8. University of California San Diego

    San Diego, United States

    1 h-index

    2 publications

    192 citations

1–8 of 91

Venues

  1. arXiv (Cornell University)

    Repository · 2 publications · 32 citations

    2

    h-index

  2. Environmental Modelling & Software

    2 publications · 101 citations

    2

    h-index

  3. Geoscientific model development

    2 publications · 132 citations

    2

    h-index

  4. Advances in Water Resources

    1 publications · 62 citations

    1

    h-index

  5. Procedia Computer Science

    1 publications · 65 citations

    1

    h-index

1–5