Student or educator? Sign up with your school email and get 6 months of Pro free.
Cited by 832

The DOI matches its Crossref record; 43 of the 43 references it cites were found in a registry or an index.

A New Nonparametric Approach to Galaxy Morphological Classification

Open access
Lotz, Jennifer M., Primack, Joel, Madau, Piero·2004·The Astronomical Journal

Abstract

We present two new nonparametric methods for quantifying galaxy morphology: the relative distribution of the galaxy pixel flux values (the Gini coefficient or G ) and the second-order moment of the brightest 20% of the galaxy's flux ( M 20 ). We test the robustness of G and M 20 to decreasing signal-to-noise ratio (S/N) and spatial resolution and find that both measures are reliable to within 10% for images with average S/N per pixel greater than 2 and resolutions better than 1000 and 500 pc, respectively. We have measured G and M 20 , as well as concentration ( C ), asymmetry ( A ), and clumpiness ( S ) in the rest-frame near-ultraviolet/optical wavelengths for 148 bright local "normal" Hubble-type galaxies (E–Sd) galaxies, 22 dwarf irregulars, and 73 0.05 < z < 0.25 ultraluminous infrared galaxies (ULIRGs). We find that most local galaxies follow a tight sequence in G - M 20 - C , where early types have high G and C and low M 20 and late-type spirals have lower G and C and higher M 20 . The majority of ULIRGs lie above the normal galaxy G - M 20 sequence because of their high G and M 20 values. Their high Gini coefficients arise from very bright nuclei, while the high second-order moments are produced by multiple nuclei and bright tidal tails. All of these features are signatures of recent and on-going mergers and interactions. We also find that in combination with A and S , G is more effective than C at distinguishing ULIRGs from the "normal" Hubble types. Finally, we measure the morphologies of 491.7 < z < 3.8 galaxies from HST NICMOS observations of the Hubble Deep Field North. We find that many of the z ∼ 2 galaxies possess G and A higher than expected from degraded images of local elliptical and spiral galaxies and have morphologies more like low-redshift ULIRGs.

Overview

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1086/421849

Cites

43 of 43 references verified0 citation errors · 0 not checkable

Statistics

Verification

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Citations

Cites

Show all 43 references

Cited by

See all 832

Metadata

Authors
Lotz, J. M., Primack, J., & Madau, P.
Venue
The Astronomical Journal
Published
2004-07
Volume
128
Issue
1
Pages
163-182
ISSN
  • 0004-6256 (ISSN-L)
  • 1538-3881
OpenAlex
W2058379217
Cited by
832
References
43
FWCI
11.42
Type
journal article
Language
en
Open access
bronze

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review

How to cite

Cite CoChat for the checks on this page, and the paper for its own findings.

This page
CoChat. (2026). Citation check: A New Nonparametric Approach to Galaxy Morphological Classification. https://app.cochat.ai/papers/10.1086/421849
The paper
Lotz, J. M., Primack, J., & Madau, P. (2004). A New Nonparametric Approach to Galaxy Morphological Classification. The Astronomical Journal. https://doi.org/10.1086/421849

Data sources

Bibliographic data: Semantic Scholar, OpenAlex, Crossref.

Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.