Concepedia

Ensemble Uncertainty

Ensemble Uncertainty is a type of predictive uncertainty quantification that characterizes the variability in predictions generated by multiple models within an ensemble, distinguishing itself from other uncertainty types by attributing disagreement among ensemble members to model epistemic uncertainty.

140

Publications

10.6K

Citations

550

Authors

294

Institutions

Publications per year

2017–2026

75

Parents

Publications

140

Stochastic representation of model uncertainties in the ECMWF ensemble prediction system

Roberto Buizza, M. Milleer, T. N. Palmer · Quarterly Journal of the Royal Meteorological Society · 1999 · 1.1K citations

, , +16

Uncertainty in ensemble forecasting of species distribution

Laëtitia Buisson, Wilfried Thuiller, Nicolas Casajus et al. · Global Change Biology · 2009 · 696 citations · Full text

, , +17

Levenberg–Marquardt forms of the iterative ensemble smoother for efficient history matching and uncertainty quantification

Yan Chen, Dean S. Oliver · Computational Geosciences · 2013 · 380 citations

, , +14

Uniform Uncertainty Principle for Bernoulli and Subgaussian Ensembles

Shahar Mendelson, Alain Pajor, Nicole Tomczak-Jaegermann · Constructive Approximation · 2008 · 320 citations

, , +7

A Simple, Coherent Framework for Partitioning Uncertainty in Climate Predictions

Stan Yip, Christopher A. T. Ferro, David B. Stephenson et al. · Journal of Climate · 2011 · 309 citations

, , +17

1–5 of 140

Authors

550

  1. PR
    Paul R. Houser

    George Mason University, United States

    3 publications · 227 citations

    3

    h-index

  2. SE
    Sue Ellen Haupt

    NSF National Center for Atmospheric Research, United States

    3 publications · 72 citations

    3

    h-index

  3. VM
    Vivien Mallet

    Institut national de recherche en sciences et technologies du numérique, France

    3 publications · 59 citations

    3

    h-index

  4. DS
    D. Stauffer

    Pennsylvania State University, United States

    3 publications · 72 citations

    3

    h-index

  5. AM
    Andrey Malinin

    University of Cambridge, United Kingdom

    3 publications · 178 citations

    3

    h-index

1–5 of 550

Institutions

294

  1. Centre National de la Recherche Scientifique

    Paris, France

    11 h-index

    25 publications

    4.2K citations

  2. NSF National Center for Atmospheric Research

    Boulder, United States

    6 h-index

    7 publications

    371 citations

  3. Met Office

    Exeter, United Kingdom

    5 h-index

    10 publications

    848 citations

  4. University of Washington

    Seattle, United States

    5 h-index

    9 publications

    411 citations

  5. Pennsylvania State University

    State College, United States

    4 h-index

    18 publications

    486 citations

  6. Goddard Space Flight Center

    Greenbelt, United States

    4 h-index

    16 publications

    854 citations

  7. Columbia University

    New York, United States

    3 h-index

    4 publications

    179 citations

  8. University of Bristol

    Bristol, United Kingdom

    3 h-index

    4 publications

    156 citations

1–8 of 294

Venues

  1. arXiv (Cornell University)

    Repository · 12 publications · 551 citations

    12

    h-index

  2. 6

    h-index

  3. Journal of Climate

    5 publications · 489 citations

    5

    h-index

  4. Journal of Geophysical Research Atmospheres

    JGR · 5 publications · 310 citations

    5

    h-index

  5. Weather and Forecasting

    4 publications · 130 citations

    4

    h-index

1–5