Concepedia

Ensemble Data Assimilation

Ensemble Data Assimilation is a data assimilation framework that belongs to the class of ensemble-based methods, distinguished by its use of an ensemble of model states to estimate flow-dependent background error covariances for optimally integrating observational data into numerical forecasts.

1.7K

Publications

122.7K

Citations

3.3K

Authors

939

Institutions

Publications per year

2017–2026

570

Parents

Publications

1.7K

A generalized approach to parameterizing convection combining ensemble and data assimilation techniques

Georg Grell, D. Dévényi · Geophysical Research Letters · 2002 · 2.4K citations

, , +17

Data Assimilation Using an Ensemble Kalman Filter Technique

P. L. Houtekamer, Herschel L. Mitchell · Monthly Weather Review · 1998 · 1.9K citations · Full text

, , +17

Analysis Scheme in the Ensemble Kalman Filter

Gerrit Burgers, Peter Jan van Leeuwen, Geir Evensen · Monthly Weather Review · 1998 · 1.9K citations · Full text

, , +12

Efficient data assimilation for spatiotemporal chaos: A local ensemble transform Kalman filter

Brian R. Hunt, Eric J. Kostelich, Istvan Szunyogh · Physica D Nonlinear Phenomena · 2007 · 1.8K citations

, , +15

An Ensemble Adjustment Kalman Filter for Data Assimilation

J. G. Anderson · Monthly Weather Review · 2001 · 1.8K citations · Full text

, , +17

1–5 of 1.7K

Authors

3.3K

  1. JG
    J. G. Anderson

    NSF National Center for Atmospheric Research, United States

    70 publications · 8.5K citations

    39

    h-index

  2. TM
    Takemasa Miyoshi

    University of Maryland, College Park, United States

    59 publications · 4K citations

    34

    h-index

  3. EK
    Eugenia Kalnay

    University of Maryland, College Park, United States

    52 publications · 4.5K citations

    33

    h-index

  4. FZ
    Fuqing Zhang

    Pennsylvania State University, United States

    46 publications · 4.7K citations

    33

    h-index

  5. CS
    Chris Snyder

    NSF National Center for Atmospheric Research, United States

    34 publications · 4.8K citations

    30

    h-index

1–5 of 3.3K

Institutions

939

  1. NSF National Center for Atmospheric Research

    Boulder, United States

    61 h-index

    391 publications

    33.1K citations

  2. University of Maryland, College Park

    College Park, United States

    49 h-index

    250 publications

    28.1K citations

  3. University of Oklahoma

    Norman, United States

    46 h-index

    237 publications

    14.6K citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    37 h-index

    207 publications

    11.3K citations

  5. NOAA Earth System Research Laboratory

    Boulder, United States

    36 h-index

    140 publications

    25.9K citations

  6. Pennsylvania State University

    State College, United States

    33 h-index

    126 publications

    11.9K citations

  7. Cooperative Institute for Research in Environmental Sciences

    Boulder, United States

    32 h-index

    81 publications

    13.1K citations

  8. Nansen Environmental and Remote Sensing Center

    Bergen, Norway

    32 h-index

    81 publications

    9.4K citations

1–8 of 939

Venues

  1. Monthly Weather Review

    346 publications · 43.2K citations

    96

    h-index

  2. 52

    h-index

  3. Tellus A Dynamic Meteorology and Oceanography

    97 publications · 6.6K citations

    44

    h-index

  4. Water Resources Research

    53 publications · 4.1K citations

    36

    h-index

  5. Journal of Hydrology

    41 publications · 1.9K citations

    29

    h-index

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