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Galaxy Zoo DESI: Detailed morphology measurements for 8.7M galaxies in the DESI Legacy Imaging Surveys

Research output: Contribution to Journal/Magazine › Journal article › peer-review

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Galaxy Zoo DESI: Detailed morphology measurements for 8.7M galaxies in the DESI Legacy Imaging Surveys. / Walmsley, Mike; Géron, Tobias; Kruk, Sandor et al.
In: Monthly Notices of the Royal Astronomical Society, Vol. 526, No. 3, 31.12.2023, p. 4768-4786.

Research output: Contribution to Journal/Magazine › Journal article › peer-review

Harvard

Walmsley, M, Géron, T, Kruk, S, Scaife, AMM, Lintott, C, Masters, KL, Dawson, JM, Dickinson, H, Fortson, L, Garland, IL, Mantha, K, O’Ryan, D, Popp, J, Simmons, B, Baeten, EM & Macmillan, C 2023, 'Galaxy Zoo DESI: Detailed morphology measurements for 8.7M galaxies in the DESI Legacy Imaging Surveys', Monthly Notices of the Royal Astronomical Society, vol. 526, no. 3, pp. 4768-4786. https://doi.org/10.1093/mnras/stad2919

APA

Walmsley, M., Géron, T., Kruk, S., Scaife, A. M. M., Lintott, C., Masters, K. L., Dawson, J. M., Dickinson, H., Fortson, L., Garland, I. L., Mantha, K., O’Ryan, D., Popp, J., Simmons, B., Baeten, E. M., & Macmillan, C. (2023). Galaxy Zoo DESI: Detailed morphology measurements for 8.7M galaxies in the DESI Legacy Imaging Surveys. Monthly Notices of the Royal Astronomical Society, 526(3), 4768-4786. https://doi.org/10.1093/mnras/stad2919

Vancouver

Walmsley M, Géron T, Kruk S, Scaife AMM, Lintott C, Masters KL et al. Galaxy Zoo DESI: Detailed morphology measurements for 8.7M galaxies in the DESI Legacy Imaging Surveys. Monthly Notices of the Royal Astronomical Society. 2023 Dec 31;526(3):4768-4786. Epub 2023 Sept 26. doi: 10.1093/mnras/stad2919

Author

Walmsley, Mike ; Géron, Tobias ; Kruk, Sandor et al. / Galaxy Zoo DESI : Detailed morphology measurements for 8.7M galaxies in the DESI Legacy Imaging Surveys. In: Monthly Notices of the Royal Astronomical Society. 2023 ; Vol. 526, No. 3. pp. 4768-4786.

Bibtex

@article{b0795f678f674f2896f10a53cb093d64,
title = "Galaxy Zoo DESI: Detailed morphology measurements for 8.7M galaxies in the DESI Legacy Imaging Surveys",
abstract = "We present detailed morphology measurements for 8.67 million galaxies in the DESI Legacy Imaging Surveys (DECaLS, MzLS, and BASS, plus DES). These are automated measurements made by deep learning models trained on Galaxy Zoo volunteer votes. Our models typically predict the fraction of volunteers selecting each answer to within 5–10% for every answer to every GZ question. The models are trained on newly-collected votes for DESI-LS DR8 images as well as historical votes from GZ DECaLS. We also release the newly-collected votes. Extending our morphology measurements outside of the previously-released DECaLS/SDSS intersection increases our sky coverage by a factor of 4 (5000 to 19 000 deg2) and allows for full overlap with complementary surveys including ALFALFA and MaNGA.",
keywords = "Space and Planetary Science, Astronomy and Astrophysics",
author = "Mike Walmsley and Tobias G{\'e}ron and Sandor Kruk and Scaife, {Anna M M} and Chris Lintott and Masters, {Karen L} and Dawson, {James M} and Hugh Dickinson and Lucy Fortson and Garland, {Izzy L} and Kameswara Mantha and David O{\textquoteright}Ryan and J{\"u}rgen Popp and Brooke Simmons and Baeten, {Elisabeth M} and Christine Macmillan",
year = "2023",
month = dec,
day = "31",
doi = "10.1093/mnras/stad2919",
language = "English",
volume = "526",
pages = "4768--4786",
journal = "Monthly Notices of the Royal Astronomical Society",
issn = "0035-8711",
publisher = "OXFORD UNIV PRESS",
number = "3",

}

RIS

TY - JOUR

T1 - Galaxy Zoo DESI

T2 - Detailed morphology measurements for 8.7M galaxies in the DESI Legacy Imaging Surveys

AU - Walmsley, Mike

AU - Géron, Tobias

AU - Kruk, Sandor

AU - Scaife, Anna M M

AU - Lintott, Chris

AU - Masters, Karen L

AU - Dawson, James M

AU - Dickinson, Hugh

AU - Fortson, Lucy

AU - Garland, Izzy L

AU - Mantha, Kameswara

AU - O’Ryan, David

AU - Popp, Jürgen

AU - Simmons, Brooke

AU - Baeten, Elisabeth M

AU - Macmillan, Christine

PY - 2023/12/31

Y1 - 2023/12/31

N2 - We present detailed morphology measurements for 8.67 million galaxies in the DESI Legacy Imaging Surveys (DECaLS, MzLS, and BASS, plus DES). These are automated measurements made by deep learning models trained on Galaxy Zoo volunteer votes. Our models typically predict the fraction of volunteers selecting each answer to within 5–10% for every answer to every GZ question. The models are trained on newly-collected votes for DESI-LS DR8 images as well as historical votes from GZ DECaLS. We also release the newly-collected votes. Extending our morphology measurements outside of the previously-released DECaLS/SDSS intersection increases our sky coverage by a factor of 4 (5000 to 19 000 deg2) and allows for full overlap with complementary surveys including ALFALFA and MaNGA.

AB - We present detailed morphology measurements for 8.67 million galaxies in the DESI Legacy Imaging Surveys (DECaLS, MzLS, and BASS, plus DES). These are automated measurements made by deep learning models trained on Galaxy Zoo volunteer votes. Our models typically predict the fraction of volunteers selecting each answer to within 5–10% for every answer to every GZ question. The models are trained on newly-collected votes for DESI-LS DR8 images as well as historical votes from GZ DECaLS. We also release the newly-collected votes. Extending our morphology measurements outside of the previously-released DECaLS/SDSS intersection increases our sky coverage by a factor of 4 (5000 to 19 000 deg2) and allows for full overlap with complementary surveys including ALFALFA and MaNGA.

KW - Space and Planetary Science

KW - Astronomy and Astrophysics

U2 - 10.1093/mnras/stad2919

DO - 10.1093/mnras/stad2919

M3 - Journal article

VL - 526

SP - 4768

EP - 4786

JO - Monthly Notices of the Royal Astronomical Society

JF - Monthly Notices of the Royal Astronomical Society

SN - 0035-8711

IS - 3

ER -