Concepedia

Ensemble Model Output Statistics

Ensemble Model Output Statistics is a statistical post-processing method that corrects biases and refines probabilistic forecasts by calibrating the ensemble of numerical weather prediction models through a regression-based relationship between historical ensemble outputs and corresponding observations.

153

Publications

11K

Citations

530

Authors

278

Institutions

Publications per year

2017–2026

55

Variants

Emos

Parents

Publications

153

Calibrated Probabilistic Forecasting Using Ensemble Model Output Statistics and Minimum CRPS Estimation

Tilmann Gneiting, Adrian E. Raftery, Anton H. Westveld et al. · Monthly Weather Review · 2005 · 1.2K citations · Full text

, , +16

The Schaake Shuffle: A Method for Reconstructing Space–Time Variability in Forecasted Precipitation and Temperature Fields

Martyn Clark, Subhrendu Gangopadhyay, Lauren E. Hay et al. · Journal of Hydrometeorology · 2004 · 411 citations · Full text

, , +15

Hypothesis Tests for Evaluating Numerical Precipitation Forecasts

Thomas M. Hamill · Weather and Forecasting · 1999 · 404 citations

, , +15

Ensemble Reforecasting: Improving Medium-Range Forecast Skill Using Retrospective Forecasts

Thomas M. Hamill, Jeffrey S. Whitaker, Xue Wei · Monthly Weather Review · 2004 · 286 citations · Full text

, , +17

Probabilistic Forecasts of Wind Speed: Ensemble Model Output Statistics by using Heteroscedastic Censored Regression

Thordis L. Thorarinsdottir, Tilmann Gneiting · Journal of the Royal Statistical Society Series A (Statistics in Society) · 2009 · 271 citations · Full text

, , +17

1–5 of 153

Authors

530

  1. TG
    Tilmann Gneiting

    University of Washington, United States

    8 publications · 2.1K citations

    8

    h-index

  2. SL
    Sebastian Lerch

    Karlsruhe Institute of Technology, Germany

    7 publications · 393 citations

    7

    h-index

  3. WA
    Willem A. Landman

    University of Pretoria, South Africa

    6 publications · 221 citations

    6

    h-index

  4. TM
    Thomas M. Hamill

    NOAA Earth System Research Laboratory, United States

    5 publications · 1.2K citations

    5

    h-index

  5. MS
    Michael Scheuerer

    Cooperative Institute for Research in Environmental Sciences, United States

    4 publications · 230 citations

    4

    h-index

1–5 of 530

Institutions

278

  1. Heidelberg Institute for Theoretical Studies

    Heidelberg, Germany

    13 h-index

    13 publications

    740 citations

  2. Karlsruhe Institute of Technology

    Karlsruhe, Germany

    11 h-index

    28 publications

    1.6K citations

  3. NSF National Center for Atmospheric Research

    Boulder, United States

    9 h-index

    31 publications

    2.8K citations

  4. Heidelberg University

    Heidelberg, Germany

    9 h-index

    13 publications

    1.5K citations

  5. European Centre for Medium-Range Weather Forecasts

    Reading, United Kingdom

    8 h-index

    19 publications

    1.4K citations

  6. University of Debrecen

    Debrecen, Hungary

    7 h-index

    11 publications

    456 citations

  7. University of Pretoria

    Pretoria, South Africa

    6 h-index

    8 publications

    246 citations

  8. NOAA Earth System Research Laboratory

    Boulder, United States

    6 h-index

    12 publications

    1.4K citations

1–8 of 278

Venues

  1. Monthly Weather Review

    16 publications · 2.8K citations

    15

    h-index

  2. 13

    h-index

  3. Weather and Forecasting

    9 publications · 756 citations

    9

    h-index

  4. Geophysical Research Letters

    6 publications · 427 citations

    6

    h-index

  5. International Journal of Climatology

    6 publications · 206 citations

    6

    h-index

1–5