The Young Supernova Experiment Data Release 1 (YSE DR1): Light Curves and Photometric Classification of 1975 Supernovae

P. D. Aleo; K. Malanchev; S. Sharief; D. O. Jones; G. Narayan; R. J. Foley; V. A. Villar; C. R. Angus; V. F. Baldassare; M. J. Bustamante-Rosell; D. Chatterjee; C. Cold; D. A. Coulter; K. W. Davis; S. Dhawan; M. R. Drout; A. Engel; K. D. French; A. Gagliano; C. Gall; J. Hjorth; M. E. Huber; W. V. Jacobson-Galán; C. D. Kilpatrick; D. Langeroodi; P. Macias; K. S. Mandel; R. Margutti; F. Matasić; P. McGill; J. D.R. Pierel; E. Ramirez-Ruiz; C. L. Ransome; C. Rojas-Bravo; M. R. Siebert; K. W. Smith; K. M. De Soto; M. C. Stroh; S. Tinyanont; K. Taggart; S. M. Ward; R. Wojtak; K. Auchettl; P. K. Blanchard; T. J.L. De Boer; B. M. Boyd; C. M. Carroll; K. C. Chambers; L. Demarchi; G. Dimitriadis; S. A. Dodd; N. Earl; D. Farias; H. Gao; S. Gomez; M. Grayling; C. Grillo; E. E. Hayes; T. Hung; L. Izzo; N. Khetan; A. N. Kolborg; J. A.P. Law-Smith; N. Lebaron; C. C. Lin; Y. Luo; E. A. Magnier; D. Matthews; B. Mockler; A. J.G. O'Grady; Y. C. Pan; C. A. Politsch; S. I. Raimundo; A. Rest; R. Ridden-Harper; A. Sarangi; S. L. Schrøder; S. J. Smartt; G. Terreran; S. Thorp; J. Vazquez; R. J. Wainscoat; Q. Wang; A. R. Wasserman; S. K. Yadavalli; R. Yarza; Y. Zenati

doi:10.3847/1538-4365/acbfba

The Young Supernova Experiment Data Release 1 (YSE DR1): Light Curves and Photometric Classification of 1975 Supernovae

P. D. Aleo, K. Malanchev, S. Sharief, D. O. Jones, G. Narayan, R. J. Foley, V. A. Villar, C. R. Angus, V. F. Baldassare, M. J. Bustamante-Rosell, D. Chatterjee, C. Cold, D. A. Coulter, K. W. Davis, S. Dhawan, M. R. Drout, A. Engel, K. D. French, A. Gagliano, C. GallJ. Hjorth, M. E. Huber, W. V. Jacobson-Galán, C. D. Kilpatrick, D. Langeroodi, P. Macias, K. S. Mandel, R. Margutti, F. Matasić, P. McGill, J. D.R. Pierel, E. Ramirez-Ruiz, C. L. Ransome, C. Rojas-Bravo, M. R. Siebert, K. W. Smith, K. M. De Soto, M. C. Stroh, S. Tinyanont, K. Taggart, S. M. Ward, R. Wojtak, K. Auchettl, P. K. Blanchard, T. J.L. De Boer, B. M. Boyd, C. M. Carroll, K. C. Chambers, L. Demarchi, G. Dimitriadis, S. A. Dodd, N. Earl, D. Farias, H. Gao, S. Gomez, M. Grayling, C. Grillo, E. E. Hayes, T. Hung, L. Izzo, N. Khetan, A. N. Kolborg, J. A.P. Law-Smith, N. Lebaron, C. C. Lin, Y. Luo, E. A. Magnier, D. Matthews, B. Mockler, A. J.G. O'Grady, Y. C. Pan, C. A. Politsch, S. I. Raimundo, A. Rest, R. Ridden-Harper, A. Sarangi, S. L. Schrøder, S. J. Smartt, G. Terreran, S. Thorp, J. Vazquez, R. J. Wainscoat, Q. Wang, A. R. Wasserman, S. K. Yadavalli, R. Yarza, Y. Zenati

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摘要

We present the Young Supernova Experiment Data Release 1 (YSE DR1), comprised of processed multicolor PanSTARRS1 griz and Zwicky Transient Facility (ZTF) gr photometry of 1975 transients with host-galaxy associations, redshifts, spectroscopic and/or photometric classifications, and additional data products from 2019 November 24 to 2021 December 20. YSE DR1 spans discoveries and observations from young and fast-rising supernovae (SNe) to transients that persist for over a year, with a redshift distribution reaching z ≈ 0.5. We present relative SN rates from YSE's magnitude- and volume-limited surveys, which are consistent with previously published values within estimated uncertainties for untargeted surveys. We combine YSE and ZTF data, and create multisurvey SN simulations to train the ParSNIP and SuperRAENN photometric classification algorithms; when validating our ParSNIP classifier on 472 spectroscopically classified YSE DR1 SNe, we achieve 82% accuracy across three SN classes (SNe Ia, II, Ib/Ic) and 90% accuracy across two SN classes (SNe Ia, core-collapse SNe). Our classifier performs particularly well on SNe Ia, with high (>90%) individual completeness and purity, which will help build an anchor photometric SNe Ia sample for cosmology. We then use our photometric classifier to characterize our photometric sample of 1483 SNe, labeling 1048 (∼71%) SNe Ia, 339 (∼23%) SNe II, and 96 (∼6%) SNe Ib/Ic. YSE DR1 provides a training ground for building discovery, anomaly detection, and classification algorithms, performing cosmological analyses, understanding the nature of red and rare transients, exploring tidal disruption events and nuclear variability, and preparing for the forthcoming Vera C. Rubin Observatory Legacy Survey of Space and Time.

原文	???core.languages.en_GB???
文章編號	9
期刊	Astrophysical Journal, Supplement Series
卷	266
發行號	1
DOIs	https://doi.org/10.3847/1538-4365/acbfba
出版狀態	已出版 - 1 5月 2023

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10.3847/1538-4365/acbfba

Young Supernova Experiment (YSE) DR1
Aleo, P. D. (???dataset.roles.dataset.creator???), Malanchev, K. (???dataset.roles.dataset.creator???), Sharief, S. (???dataset.roles.dataset.creator???), Jones, D. O. (???dataset.roles.dataset.creator???), Narayan, G. (???dataset.roles.dataset.creator???), Foley, R. J. (???dataset.roles.dataset.creator???), Villar, V. A. (???dataset.roles.dataset.creator???), Angus, C. R. (???dataset.roles.dataset.creator???), Baldassare, V. F. (???dataset.roles.dataset.creator???), Bustamante-Rosell, M. J. (???dataset.roles.dataset.creator???), Chatterjee, D. (???dataset.roles.dataset.creator???), Cold, C. (???dataset.roles.dataset.creator???), Coulter, D. A. (???dataset.roles.dataset.creator???), Davis, K. W. (???dataset.roles.dataset.creator???), Dhawan, S. (???dataset.roles.dataset.creator???), Drout, M. R. (???dataset.roles.dataset.creator???), Engel, A. (???dataset.roles.dataset.creator???), French, K. D. (???dataset.roles.dataset.creator???), Gagliano, A. (???dataset.roles.dataset.creator???), Gall, C. (???dataset.roles.dataset.creator???), Hjorth, J. (???dataset.roles.dataset.creator???), Huber, M. E. (???dataset.roles.dataset.creator???), Jacobson-Galan, W. V. (貢獻者), Kilpatrick, C. D. (???dataset.roles.dataset.creator???), Langeroodi, D. (???dataset.roles.dataset.creator???), Macias, P. (???dataset.roles.dataset.creator???), Mandel, K. S. (???dataset.roles.dataset.creator???), Margutti, R. (???dataset.roles.dataset.creator???), Matasic, F. (貢獻者), McGill, P. (???dataset.roles.dataset.creator???), Pierel, J. D. R. (貢獻者), Ramirez-Ruiz, E. (???dataset.roles.dataset.creator???), Ransome, C. L. (???dataset.roles.dataset.creator???), Rojas-Bravo, C. (???dataset.roles.dataset.creator???), Siebert, M. R. (???dataset.roles.dataset.creator???), Smith, K. W. (???dataset.roles.dataset.creator???), De, S. K. M. (???dataset.roles.dataset.creator???), Stroh, M. C. (???dataset.roles.dataset.creator???), Tinyanont, S. (???dataset.roles.dataset.creator???), Taggart, K. (???dataset.roles.dataset.creator???), Ward, S. M. (???dataset.roles.dataset.creator???), Wojtak, R. (???dataset.roles.dataset.creator???), Auchettl, K. (???dataset.roles.dataset.creator???), Blanchard, P. K. (???dataset.roles.dataset.creator???), De, B. T. J. L. (貢獻者), Boyd, B. M. (???dataset.roles.dataset.creator???), Carroll, C. M. (???dataset.roles.dataset.creator???), Chambers, K. C. (???dataset.roles.dataset.creator???), Demarchi, L. (貢獻者), Dimitriadis, G. (???dataset.roles.dataset.creator???), Dodd, S. A. (???dataset.roles.dataset.creator???), Earl, N. (???dataset.roles.dataset.creator???), Farias, D. (???dataset.roles.dataset.creator???), Gao, H. (???dataset.roles.dataset.creator???), Gomez, S. (???dataset.roles.dataset.creator???), Grayling, M. (???dataset.roles.dataset.creator???), Grillo, C. (???dataset.roles.dataset.creator???), Hayes, E. E. (???dataset.roles.dataset.creator???), Hung, T. (???dataset.roles.dataset.creator???), Izzo, L. (???dataset.roles.dataset.creator???), Khetan, N. (???dataset.roles.dataset.creator???), Kolborg, A. N. (???dataset.roles.dataset.creator???), Law-Smith, J. A. P. (貢獻者), Lebaron, N. (貢獻者), Lin, C.-C. (???dataset.roles.dataset.creator???), Luo, Y. (???dataset.roles.dataset.creator???), Magnier, E. A. (???dataset.roles.dataset.creator???), Matthews, D. (???dataset.roles.dataset.creator???), Mockler, B. (???dataset.roles.dataset.creator???), O'Grady, A. J. G. (貢獻者), Pan, Y.-C. (???dataset.roles.dataset.creator???), Politsch, C. A. (???dataset.roles.dataset.creator???), Raimundo, S. I. (???dataset.roles.dataset.creator???), Rest, A. (???dataset.roles.dataset.creator???), Ridden-Harper, R. (???dataset.roles.dataset.creator???), Sarangi, A. (???dataset.roles.dataset.creator???), Schroder, S. L. (貢獻者), Smartt, S. J. (???dataset.roles.dataset.creator???), Terreran, G. (???dataset.roles.dataset.creator???), Thorp, S. (???dataset.roles.dataset.creator???), Vazquez, J. (???dataset.roles.dataset.creator???), Wainscoat, R. J. (???dataset.roles.dataset.creator???), Wang, Q. (???dataset.roles.dataset.creator???), Wasserman, A. R. (???dataset.roles.dataset.creator???), Yadavalli, S. K. (???dataset.roles.dataset.creator???), Yarza, R. (???dataset.roles.dataset.creator???) & Zenati, Y. (???dataset.roles.dataset.creator???), Centre de Donnees Strasbourg (CDS), 2023
DOI: 10.26093/cds/vizier.22660009, https://cdsarc.cds.unistra.fr/viz-bin/cat/J/ApJS/266/9
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Aleo, P. D., Malanchev, K., Sharief, S., Jones, D. O., Narayan, G., Foley, R. J., Villar, V. A., Angus, C. R., Baldassare, V. F., Bustamante-Rosell, M. J., Chatterjee, D., Cold, C., Coulter, D. A., Davis, K. W., Dhawan, S., Drout, M. R., Engel, A., French, K. D., Gagliano, A., ... Zenati, Y. (2023). The Young Supernova Experiment Data Release 1 (YSE DR1): Light Curves and Photometric Classification of 1975 Supernovae. Astrophysical Journal, Supplement Series, 266(1), 文章 9. https://doi.org/10.3847/1538-4365/acbfba

@article{70a3d19581654cd08b24ff9bbe9daa47,

title = "The Young Supernova Experiment Data Release 1 (YSE DR1): Light Curves and Photometric Classification of 1975 Supernovae",

abstract = "We present the Young Supernova Experiment Data Release 1 (YSE DR1), comprised of processed multicolor PanSTARRS1 griz and Zwicky Transient Facility (ZTF) gr photometry of 1975 transients with host-galaxy associations, redshifts, spectroscopic and/or photometric classifications, and additional data products from 2019 November 24 to 2021 December 20. YSE DR1 spans discoveries and observations from young and fast-rising supernovae (SNe) to transients that persist for over a year, with a redshift distribution reaching z ≈ 0.5. We present relative SN rates from YSE's magnitude- and volume-limited surveys, which are consistent with previously published values within estimated uncertainties for untargeted surveys. We combine YSE and ZTF data, and create multisurvey SN simulations to train the ParSNIP and SuperRAENN photometric classification algorithms; when validating our ParSNIP classifier on 472 spectroscopically classified YSE DR1 SNe, we achieve 82% accuracy across three SN classes (SNe Ia, II, Ib/Ic) and 90% accuracy across two SN classes (SNe Ia, core-collapse SNe). Our classifier performs particularly well on SNe Ia, with high (>90%) individual completeness and purity, which will help build an anchor photometric SNe Ia sample for cosmology. We then use our photometric classifier to characterize our photometric sample of 1483 SNe, labeling 1048 (∼71%) SNe Ia, 339 (∼23%) SNe II, and 96 (∼6%) SNe Ib/Ic. YSE DR1 provides a training ground for building discovery, anomaly detection, and classification algorithms, performing cosmological analyses, understanding the nature of red and rare transients, exploring tidal disruption events and nuclear variability, and preparing for the forthcoming Vera C. Rubin Observatory Legacy Survey of Space and Time.",

author = "Aleo, {P. D.} and K. Malanchev and S. Sharief and Jones, {D. O.} and G. Narayan and Foley, {R. J.} and Villar, {V. A.} and Angus, {C. R.} and Baldassare, {V. F.} and Bustamante-Rosell, {M. J.} and D. Chatterjee and C. Cold and Coulter, {D. A.} and Davis, {K. W.} and S. Dhawan and Drout, {M. R.} and A. Engel and French, {K. D.} and A. Gagliano and C. Gall and J. Hjorth and Huber, {M. E.} and Jacobson-Gal{\'a}n, {W. V.} and Kilpatrick, {C. D.} and D. Langeroodi and P. Macias and Mandel, {K. S.} and R. Margutti and F. Matasi{\'c} and P. McGill and Pierel, {J. D.R.} and E. Ramirez-Ruiz and Ransome, {C. L.} and C. Rojas-Bravo and Siebert, {M. R.} and Smith, {K. W.} and {De Soto}, {K. M.} and Stroh, {M. C.} and S. Tinyanont and K. Taggart and Ward, {S. M.} and R. Wojtak and K. Auchettl and Blanchard, {P. K.} and {De Boer}, {T. J.L.} and Boyd, {B. M.} and Carroll, {C. M.} and Chambers, {K. C.} and L. Demarchi and G. Dimitriadis and Dodd, {S. A.} and N. Earl and D. Farias and H. Gao and S. Gomez and M. Grayling and C. Grillo and Hayes, {E. E.} and T. Hung and L. Izzo and N. Khetan and Kolborg, {A. N.} and Law-Smith, {J. A.P.} and N. Lebaron and Lin, {C. C.} and Y. Luo and Magnier, {E. A.} and D. Matthews and B. Mockler and O'Grady, {A. J.G.} and Pan, {Y. C.} and Politsch, {C. A.} and Raimundo, {S. I.} and A. Rest and R. Ridden-Harper and A. Sarangi and Schr{\o}der, {S. L.} and Smartt, {S. J.} and G. Terreran and S. Thorp and J. Vazquez and Wainscoat, {R. J.} and Q. Wang and Wasserman, {A. R.} and Yadavalli, {S. K.} and R. Yarza and Y. Zenati",

note = "Publisher Copyright: {\textcopyright} 2023. The Author(s). Published by the American Astronomical Society.",

year = "2023",

month = may,

day = "1",

doi = "10.3847/1538-4365/acbfba",

language = "???core.languages.en_GB???",

volume = "266",

journal = "Astrophysical Journal, Supplement Series",

issn = "0067-0049",

number = "1",

}

Aleo, PD, Malanchev, K, Sharief, S, Jones, DO, Narayan, G, Foley, RJ, Villar, VA, Angus, CR, Baldassare, VF, Bustamante-Rosell, MJ, Chatterjee, D, Cold, C, Coulter, DA, Davis, KW, Dhawan, S, Drout, MR, Engel, A, French, KD, Gagliano, A, Gall, C, Hjorth, J, Huber, ME, Jacobson-Galán, WV, Kilpatrick, CD, Langeroodi, D, Macias, P, Mandel, KS, Margutti, R, Matasić, F, McGill, P, Pierel, JDR, Ramirez-Ruiz, E, Ransome, CL, Rojas-Bravo, C, Siebert, MR, Smith, KW, De Soto, KM, Stroh, MC, Tinyanont, S, Taggart, K, Ward, SM, Wojtak, R, Auchettl, K, Blanchard, PK, De Boer, TJL, Boyd, BM, Carroll, CM, Chambers, KC, Demarchi, L, Dimitriadis, G, Dodd, SA, Earl, N, Farias, D, Gao, H, Gomez, S, Grayling, M, Grillo, C, Hayes, EE, Hung, T, Izzo, L, Khetan, N, Kolborg, AN, Law-Smith, JAP, Lebaron, N, Lin, CC, Luo, Y, Magnier, EA, Matthews, D, Mockler, B, O'Grady, AJG, Pan, YC, Politsch, CA, Raimundo, SI, Rest, A, Ridden-Harper, R, Sarangi, A, Schrøder, SL, Smartt, SJ, Terreran, G, Thorp, S, Vazquez, J, Wainscoat, RJ, Wang, Q, Wasserman, AR, Yadavalli, SK, Yarza, R & Zenati, Y 2023, 'The Young Supernova Experiment Data Release 1 (YSE DR1): Light Curves and Photometric Classification of 1975 Supernovae', Astrophysical Journal, Supplement Series, 卷 266, 編號 1, 9. https://doi.org/10.3847/1538-4365/acbfba

TY - JOUR

T1 - The Young Supernova Experiment Data Release 1 (YSE DR1)

T2 - Light Curves and Photometric Classification of 1975 Supernovae

AU - Aleo, P. D.

AU - Malanchev, K.

AU - Sharief, S.

AU - Jones, D. O.

AU - Narayan, G.

AU - Foley, R. J.

AU - Villar, V. A.

AU - Angus, C. R.

AU - Baldassare, V. F.

AU - Bustamante-Rosell, M. J.

AU - Chatterjee, D.

AU - Cold, C.

AU - Coulter, D. A.

AU - Davis, K. W.

AU - Dhawan, S.

AU - Drout, M. R.

AU - Engel, A.

AU - French, K. D.

AU - Gagliano, A.

AU - Gall, C.

AU - Hjorth, J.

AU - Huber, M. E.

AU - Jacobson-Galán, W. V.

AU - Kilpatrick, C. D.

AU - Langeroodi, D.

AU - Macias, P.

AU - Mandel, K. S.

AU - Margutti, R.

AU - Matasić, F.

AU - McGill, P.

AU - Pierel, J. D.R.

AU - Ramirez-Ruiz, E.

AU - Ransome, C. L.

AU - Rojas-Bravo, C.

AU - Siebert, M. R.

AU - Smith, K. W.

AU - De Soto, K. M.

AU - Stroh, M. C.

AU - Tinyanont, S.

AU - Taggart, K.

AU - Ward, S. M.

AU - Wojtak, R.

AU - Auchettl, K.

AU - Blanchard, P. K.

AU - De Boer, T. J.L.

AU - Boyd, B. M.

AU - Carroll, C. M.

AU - Chambers, K. C.

AU - Demarchi, L.

AU - Dimitriadis, G.

AU - Dodd, S. A.

AU - Earl, N.

AU - Farias, D.

AU - Gao, H.

AU - Gomez, S.

AU - Grayling, M.

AU - Grillo, C.

AU - Hayes, E. E.

AU - Hung, T.

AU - Izzo, L.

AU - Khetan, N.

AU - Kolborg, A. N.

AU - Law-Smith, J. A.P.

AU - Lebaron, N.

AU - Lin, C. C.

AU - Luo, Y.

AU - Magnier, E. A.

AU - Matthews, D.

AU - Mockler, B.

AU - O'Grady, A. J.G.

AU - Pan, Y. C.

AU - Politsch, C. A.

AU - Raimundo, S. I.

AU - Rest, A.

AU - Ridden-Harper, R.

AU - Sarangi, A.

AU - Schrøder, S. L.

AU - Smartt, S. J.

AU - Terreran, G.

AU - Thorp, S.

AU - Vazquez, J.

AU - Wainscoat, R. J.

AU - Wang, Q.

AU - Wasserman, A. R.

AU - Yadavalli, S. K.

AU - Yarza, R.

AU - Zenati, Y.

PY - 2023/5/1

Y1 - 2023/5/1

N2 - We present the Young Supernova Experiment Data Release 1 (YSE DR1), comprised of processed multicolor PanSTARRS1 griz and Zwicky Transient Facility (ZTF) gr photometry of 1975 transients with host-galaxy associations, redshifts, spectroscopic and/or photometric classifications, and additional data products from 2019 November 24 to 2021 December 20. YSE DR1 spans discoveries and observations from young and fast-rising supernovae (SNe) to transients that persist for over a year, with a redshift distribution reaching z ≈ 0.5. We present relative SN rates from YSE's magnitude- and volume-limited surveys, which are consistent with previously published values within estimated uncertainties for untargeted surveys. We combine YSE and ZTF data, and create multisurvey SN simulations to train the ParSNIP and SuperRAENN photometric classification algorithms; when validating our ParSNIP classifier on 472 spectroscopically classified YSE DR1 SNe, we achieve 82% accuracy across three SN classes (SNe Ia, II, Ib/Ic) and 90% accuracy across two SN classes (SNe Ia, core-collapse SNe). Our classifier performs particularly well on SNe Ia, with high (>90%) individual completeness and purity, which will help build an anchor photometric SNe Ia sample for cosmology. We then use our photometric classifier to characterize our photometric sample of 1483 SNe, labeling 1048 (∼71%) SNe Ia, 339 (∼23%) SNe II, and 96 (∼6%) SNe Ib/Ic. YSE DR1 provides a training ground for building discovery, anomaly detection, and classification algorithms, performing cosmological analyses, understanding the nature of red and rare transients, exploring tidal disruption events and nuclear variability, and preparing for the forthcoming Vera C. Rubin Observatory Legacy Survey of Space and Time.

AB - We present the Young Supernova Experiment Data Release 1 (YSE DR1), comprised of processed multicolor PanSTARRS1 griz and Zwicky Transient Facility (ZTF) gr photometry of 1975 transients with host-galaxy associations, redshifts, spectroscopic and/or photometric classifications, and additional data products from 2019 November 24 to 2021 December 20. YSE DR1 spans discoveries and observations from young and fast-rising supernovae (SNe) to transients that persist for over a year, with a redshift distribution reaching z ≈ 0.5. We present relative SN rates from YSE's magnitude- and volume-limited surveys, which are consistent with previously published values within estimated uncertainties for untargeted surveys. We combine YSE and ZTF data, and create multisurvey SN simulations to train the ParSNIP and SuperRAENN photometric classification algorithms; when validating our ParSNIP classifier on 472 spectroscopically classified YSE DR1 SNe, we achieve 82% accuracy across three SN classes (SNe Ia, II, Ib/Ic) and 90% accuracy across two SN classes (SNe Ia, core-collapse SNe). Our classifier performs particularly well on SNe Ia, with high (>90%) individual completeness and purity, which will help build an anchor photometric SNe Ia sample for cosmology. We then use our photometric classifier to characterize our photometric sample of 1483 SNe, labeling 1048 (∼71%) SNe Ia, 339 (∼23%) SNe II, and 96 (∼6%) SNe Ib/Ic. YSE DR1 provides a training ground for building discovery, anomaly detection, and classification algorithms, performing cosmological analyses, understanding the nature of red and rare transients, exploring tidal disruption events and nuclear variability, and preparing for the forthcoming Vera C. Rubin Observatory Legacy Survey of Space and Time.

UR - http://www.scopus.com/inward/record.url?scp=85159568031&partnerID=8YFLogxK

U2 - 10.3847/1538-4365/acbfba

DO - 10.3847/1538-4365/acbfba

M3 - 期刊論文

AN - SCOPUS:85159568031

SN - 0067-0049

VL - 266

JO - Astrophysical Journal, Supplement Series

JF - Astrophysical Journal, Supplement Series

IS - 1

M1 - 9

ER -

The Young Supernova Experiment Data Release 1 (YSE DR1): Light Curves and Photometric Classification of 1975 Supernovae

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Young Supernova Experiment (YSE) DR1

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