Concepedia

Background Data Uncertainty Analysis

Background Data Uncertainty Analysis is a systematic methodological framework within background systems research that characterizes and quantifies the epistemic and aleatoric uncertainties inherent in background data sources, distinguishing it from other analytical approaches by its exclusive focus on the propagation and mitigation of data-derived uncertainties in contextually embedded computational models.

15

Publications

546

Citations

47

Authors

37

Institutions

Publications per year

2017–2026

6

Parents

Publications

15

Handling uncertainties in background shapes: the discrete profiling method

Paul Dauncey, M. Kenzie, N. Wardle et al. · Journal of Instrumentation · 2015 · 98 citations · Full text

, , +15

A direct way of specifying flow-dependent background error correlations for meteorological analysis systems

Lars Peter Riishøjgaard · Tellus A Dynamic Meteorology and Oceanography · 1998 · 86 citations · Full text

, , +13

Dark matter constraints from dwarf galaxies with data-driven J-factors

Alexandre Alvarez, Francesca Calore, Anna Genina et al. · Journal of Cosmology and Astroparticle Physics · 2020 · 58 citations

, , +14

First data from DM-Ice17

J. J. Cherwinka, D. Grant, F. Halzen et al. · Physical review. D. Particles, fields, gravitation, and cosmology/Physical review. D, Particles, fields, gravitation, and cosmology · 2014 · 54 citations · Full text

, , +12

The Significance of an Excess in a Counting Experiment: Assessing the Impact of Systematic Uncertainties and the Case with a Gaussian Background

The Astrophysical Journal Supplement Series · 2018 · 52 citations · Full text

, , +14

1–5 of 15

Authors

47

  1. LP
    Lars Peter Riishøjgaard

    Goddard Space Flight Center, United States

    2 publications · 135 citations

    2

    h-index

  2. GJ
    G. J. Davies

    Imperial College London, United Kingdom

    1 publications · 98 citations

    1

    h-index

  3. BR
    Bethany Reilly

    University of Wisconsin–Madison, United States

    1 publications · 54 citations

    1

    h-index

  4. NP
    N. Priel

    Weizmann Institute of Science, Israel

    1 publications · 15 citations

    1

    h-index

  5. CM
    C. M. Macdonald

    University of Oklahoma, United States

    1 publications · 54 citations

    1

    h-index

1–5 of 47

Institutions

37

  1. Johns Hopkins University

    Baltimore, United States

    2 h-index

    1 publications

    18 citations

  2. Arizona State University

    Tempe, United States

    2 h-index

    2 publications

    36 citations

  3. University of Maryland, College Park

    College Park, United States

    2 h-index

    2 publications

    36 citations

  4. Goddard Space Flight Center

    Greenbelt, United States

    2 h-index

    1 publications

    18 citations

  5. Centre National de la Recherche Scientifique

    Paris, France

    2 h-index

    8 publications

    269 citations

  6. University of California, Berkeley

    Berkeley, United States

    2 h-index

    1 publications

    18 citations

  7. Laboratoire d'Annecy de Physique Théorique

    Annecy, France

    1 h-index

    3 publications

    174 citations

  8. Sorbonne Université

    Paris, France

    1 h-index

    1 publications

    19 citations

1–8 of 37

Venues

  1. Journal of Instrumentation

    JINST · 2 publications · 111 citations

    2

    h-index

  2. Tellus A Dynamic Meteorology and Oceanography

    2 publications · 135 citations

    2

    h-index

  3. Journal of Cosmology and Astroparticle Physics

    JCAP · 2 publications · 73 citations

    2

    h-index

  4. Measurement

    1 publications · 19 citations

    1

    h-index

  5. The International Journal of Life Cycle Assessment

    LCA · 1 publications · 23 citations

    1

    h-index

1–5