Concepedia

Sequential Data Assimilation

Sequential Data Assimilation is a data assimilation method that recursively updates the system state estimate by sequentially incorporating observations as they become available, distinguishing itself from batch methods through its incremental, time-ordered processing of observational data.

188

Publications

19.8K

Citations

538

Authors

262

Institutions

Publications per year

2017–2026

54

Parents

Publications

188

Sequential data assimilation with a nonlinear quasi‐geostrophic model using Monte Carlo methods to forecast error statistics

Geir Evensen · Journal of Geophysical Research Atmospheres · 1994 · 5.5K citations · Full text

, , +17

A Sequential Ensemble Kalman Filter for Atmospheric Data Assimilation

P. L. Houtekamer, Herschel L. Mitchell · Monthly Weather Review · 2001 · 1.5K citations · Full text

, , +15

Unified Notation for Data Assimilation : Operational, Sequential and Variational (gtSpecial IssueltData Assimilation in Meteology and Oceanography: Theory and Practice)

Kayo Ide, Philippe Courtier, Michael Ghil et al. · Journal of the Meteorological Society of Japan Ser II · 1997 · 830 citations · Full text

, , +6

Uncertainty assessment of hydrologic model states and parameters: Sequential data assimilation using the particle filter

Hamid Moradkhani, Kuolin Hsu, Hoshin V. Gupta et al. · Water Resources Research · 2005 · 819 citations · Full text

, , +17

Assimilation of remotely sensed soil moisture and vegetation with a crop simulation model for maize yield prediction

Amor V.M. Ines, Narendra N. Das, James Hansen et al. · Remote Sensing of Environment · 2013 · 446 citations · Full text

, , +17

1–5 of 188

Authors

538

  1. GE
    Geir Evensen

    Nansen Environmental and Remote Sensing Center

    10 publications · 6.3K citations

    10

    h-index

  2. SR
    Sebastian Reich

    University of Potsdam, Germany

    5 publications · 242 citations

    5

    h-index

  3. BK
    B. Khattatov

    NSF National Center for Atmospheric Research, United States

    5 publications · 253 citations

    5

    h-index

  4. AS
    A. Seiler

    Equinor (Norway), Norway

    5 publications · 136 citations

    5

    h-index

  5. PM
    Patrick Matgen

    Luxembourg Institute of Science and Technology, Luxembourg

    4 publications · 390 citations

    4

    h-index

1–5 of 538

Institutions

262

  1. Centre National de la Recherche Scientifique

    Paris, France

    12 h-index

    67 publications

    4.5K citations

  2. Météo-France

    Toulouse, France

    8 h-index

    40 publications

    3K citations

  3. University of Potsdam

    Potsdam, Germany

    7 h-index

    17 publications

    903 citations

  4. Nansen Environmental and Remote Sensing Center

    Bergen, Norway

    7 h-index

    12 publications

    1.3K citations

  5. NSF National Center for Atmospheric Research

    Boulder, United States

    6 h-index

    15 publications

    1.1K citations

  6. European Centre for Medium-Range Weather Forecasts

    Reading, United Kingdom

    6 h-index

    14 publications

    895 citations

  7. Goddard Space Flight Center

    Greenbelt, United States

    6 h-index

    14 publications

    515 citations

  8. Jet Propulsion Laboratory

    Pasadena, United States

    5 h-index

    6 publications

    1.4K citations

1–8 of 262

Venues

  1. 14

    h-index

  2. Water Resources Research

    11 publications · 2.1K citations

    11

    h-index

  3. Journal of Hydrology

    11 publications · 940 citations

    11

    h-index

  4. Journal of Geophysical Research Atmospheres

    JGR · 9 publications · 5.8K citations

    9

    h-index

  5. Hydrology and earth system sciences

    7 publications · 678 citations

    7

    h-index

1–5