Concepedia

Data Assimilation Stability

Data Assimilation Stability is a theoretical construct in numerical analysis that characterizes the robustness of a data assimilation algorithm in maintaining consistent and bounded state estimates under perturbations in observational or model inputs, distinguishing it from general numerical stability by its specific focus on the interaction between observational data and dynamical model fidelity.

35

Publications

1.4K

Citations

92

Authors

64

Institutions

Publications per year

2017–2026

11

Parents

Publications

35

A nudging-based data assimilation method: the Back and Forth Nudging (BFN) algorithm

Didier Auroux, Janice S. Blum · Nonlinear processes in geophysics · 2008 · 139 citations · Full text

, , +15

A dynamical systems framework for intermittent data assimilation

Sebastian Reich · BIT Numerical Mathematics · 2010 · 117 citations

, , +12

Strongly Coupled Data Assimilation in Multiscale Media: Experiments Using a Quasi‐Geostrophic Coupled Model

Stephen G. Penny, Eviatar Bach, Kriti Bhargava et al. · Journal of Advances in Modeling Earth Systems · 2019 · 98 citations · Full text

, , +17

Bayesian inference of chaotic dynamics by merging data assimilation, machine learning and expectation-maximization

Foundations of Data Science · 2020 · 93 citations · Full text

, , +12

Accuracy and stability of the continuous-time 3DVAR filter for the Navier–Stokes equation

Dirk Blömker, Kody J. H. Law, Andrew M. Stuart et al. · Nonlinearity · 2013 · 80 citations · Full text

, , +9

1–5 of 35

Authors

92

  1. AC
    Alberto Carrassi

    Nansen Environmental and Remote Sensing Center

    3 publications · 94 citations

    3

    h-index

  2. CG
    Colin Grudzien

    Nansen Environmental and Remote Sensing Center

    2 publications · 50 citations

    2

    h-index

  3. YL
    Yibao Li

    Xi'an Jiaotong University, China

    2 publications · 70 citations

    2

    h-index

  4. GA
    Georg A. Gottwald

    The University of Sydney, Australia

    2 publications · 75 citations

    2

    h-index

  5. AS
    Amos S. Lawless

    University of Reading, United Kingdom

    2 publications · 77 citations

    2

    h-index

1–5 of 92

Institutions

64

  1. The University of Sydney

    Sydney, Australia

    2 h-index

    4 publications

    99 citations

  2. University of California San Diego

    San Diego, United States

    2 h-index

    6 publications

    138 citations

  3. Institute of Atmospheric Sciences and Climate

    Bologna, Italy

    2 h-index

    2 publications

    96 citations

  4. Xi'an Jiaotong University

    Xi'an, China

    2 h-index

    5 publications

    181 citations

  5. Courant Institute of Mathematical Sciences

    New York, United States

    2 h-index

    3 publications

    119 citations

  6. University of Reading

    Reading, United Kingdom

    2 h-index

    7 publications

    252 citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    2 h-index

    7 publications

    357 citations

  8. Laboratoire des Écoulements Géophysiques et Industriels

    Grenoble, France

    2 h-index

    7 publications

    279 citations

1–8 of 64

Venues

  1. Monthly Weather Review

    7 publications · 181 citations

    7

    h-index

  2. Inverse Problems

    2 publications · 36 citations

    2

    h-index

  3. Tellus A Dynamic Meteorology and Oceanography

    2 publications · 64 citations

    2

    h-index

  4. Nonlinear processes in geophysics

    2 publications · 202 citations

    2

    h-index

  5. Ocean Modelling

    1 publications · 44 citations

    1

    h-index

1–5