Concepedia

Ensemble Postprocessing

Ensemble Postprocessing is a statistical methodology that refines raw ensemble model outputs by correcting systematic biases and quantifying forecast uncertainty to yield calibrated probabilistic forecasts.

158

Publications

12.6K

Citations

371

Authors

180

Institutions

Publications per year

2017–2026

71

Parents

Publications

158

Using Bayesian Model Averaging to Calibrate Forecast Ensembles

Adrian E. Raftery, Tilmann Gneiting, Fadoua Balabdaoui et al. · Monthly Weather Review · 2005 · 2K citations · Full text

, , +17

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

Do seasonal‐to‐decadal climate predictions underestimate the predictability of the real world?

Rosie Eade, Doug Smith, Adam A. Scaife et al. · Geophysical Research Letters · 2014 · 393 citations · Full text

, , +17

Statistical postprocessing for weather forecasts review, challenges, and avenues in a big data world

VUBIR (Vrije Universiteit Brussel) · 2020 · 296 citations

, , +15

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 158

Authors

371

  1. TG
    Tilmann Gneiting

    University of Washington, United States

    12 publications · 4.2K citations

    12

    h-index

  2. JW
    Jakob W. Messner

    Universität Innsbruck, Austria

    8 publications · 357 citations

    8

    h-index

  3. SL
    Sebastian Lerch

    Karlsruhe Institute of Technology, Germany

    8 publications · 325 citations

    8

    h-index

  4. GJ
    Georg J. Mayr

    Universität Innsbruck, Austria

    8 publications · 357 citations

    8

    h-index

  5. QJ
    Quan J. Wang

    CSIRO Land and Water, Australia

    8 publications · 700 citations

    8

    h-index

1–5 of 371

Institutions

180

  1. Heidelberg Institute for Theoretical Studies

    Heidelberg, Germany

    13 h-index

    14 publications

    816 citations

  2. Heidelberg University

    Heidelberg, Germany

    11 h-index

    19 publications

    2.5K citations

  3. Karlsruhe Institute of Technology

    Karlsruhe, Germany

    11 h-index

    28 publications

    1.5K citations

  4. NOAA Earth System Research Laboratory

    Boulder, United States

    11 h-index

    15 publications

    1.2K citations

  5. Centre National de la Recherche Scientifique

    Paris, France

    10 h-index

    28 publications

    1.8K citations

  6. European Centre for Medium-Range Weather Forecasts

    Reading, United Kingdom

    8 h-index

    22 publications

    1K citations

  7. Cooperative Institute for Research in Environmental Sciences

    Boulder, United States

    7 h-index

    8 publications

    451 citations

  8. Universität Innsbruck

    Innsbruck, Austria

    7 h-index

    23 publications

    1.1K citations

1–8 of 180

Venues

  1. Monthly Weather Review

    33 publications · 5.4K citations

    25

    h-index

  2. 18

    h-index

  3. Weather and Forecasting

    10 publications · 509 citations

    10

    h-index

  4. Water Resources Research

    8 publications · 398 citations

    8

    h-index

  5. Journal of Hydrometeorology

    6 publications · 170 citations

    6

    h-index

1–5