Concepedia

Data Reduction

Data Reduction is a data processing technique that belongs to the class of preprocessing methods in observational sciences, specifically distinguished by its function of transforming raw, high-volume observational data into a simplified, calibrated, and analyzable form through noise removal, error correction, and dimensionality minimization while preserving essential astronomical information.

3.3K

Publications

280.3K

Citations

12.3K

Authors

2.6K

Institutions

Publications per year

2017–2026

944

Parents

Children

Publications

3.3K

<i>Planck</i>2015 results

P. A. R. Ade, N. Aghanim, M. Arnaud et al. · Astronomy and Astrophysics · 2016 · 10.6K citations · Full text

, , +16

UMAP: Uniform Manifold Approximation and Projection

Leland McInnes, John Healy, Nathaniel Saul et al. · The Journal of Open Source Software · 2018 · 9.6K citations · Full text

, , +12

How good are my data and what is the resolution?

Philip R. Evans, Garib N. Murshudov · Acta Crystallographica Section D Biological Crystallography · 2013 · 5K citations · Full text

, , +16

An iterative technique for the rectification of observed distributions

L. B. Lucy · The Astronomical Journal · 1974 · 3.8K citations

, , +10

Validation of the new Hipparcos reduction

F. van Leeuwen · Astronomy and Astrophysics · 2007 · 3.8K citations · Full text

, , +16

1–5 of 3.3K

Authors

12.3K

  1. GD
    G. de Zotti

    Osservatorio Astronomico di Padova, Italy

    36 publications · 22K citations

    34

    h-index

  2. RB
    R. B. Barreiro

    Universidad de Cantabria, Spain

    34 publications · 21.9K citations

    34

    h-index

  3. MR
    M. Remazeilles

    University of Manchester, United Kingdom

    35 publications · 21.8K citations

    34

    h-index

  4. DS
    D. Scott

    University of British Columbia, Canada

    34 publications · 22.1K citations

    34

    h-index

  5. MD
    M. Douspis

    Centre National de la Recherche Scientifique, France

    35 publications · 21.7K citations

    33

    h-index

1–5 of 12.3K

Institutions

2.6K

  1. Centre National de la Recherche Scientifique

    Paris, France

    65 h-index

    2.4K publications

    1.5M citations

  2. California Institute of Technology

    Pasadena, United States

    47 h-index

    441 publications

    266.3K citations

  3. University of Cambridge

    Cambridge, United Kingdom

    47 h-index

    437 publications

    318.9K citations

  4. Université Paris Cité

    Paris, France

    46 h-index

    531 publications

    345.6K citations

  5. University of California, Berkeley

    Berkeley, United States

    46 h-index

    154 publications

    35.6K citations

  6. Princeton University

    Princeton, United States

    46 h-index

    206 publications

    116.1K citations

  7. University College London

    London, United Kingdom

    42 h-index

    166 publications

    91.4K citations

  8. Lawrence Berkeley National Laboratory

    Berkeley, United States

    41 h-index

    182 publications

    68.3K citations

1–8 of 2.6K

Venues

  1. Astronomy and Astrophysics

    114 publications · 31.1K citations

    60

    h-index

  2. Monthly Notices of the Royal Astronomical Society

    102 publications · 7.5K citations

    49

    h-index

  3. Publications of the Astronomical Society of the Pacific

    PASP · 52 publications · 6.7K citations

    30

    h-index

  4. arXiv (Cornell University)

    Repository · 64 publications · 2.7K citations

    27

    h-index

  5. The Astrophysical Journal

    ApJ · 34 publications · 3K citations

    27

    h-index

1–5