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

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The Young Supernova Experiment Data Release 1 (YSE DR1) : Light Curves and Photometric Classification of 1975 Supernovae. / 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.; Gall, C.; Hjorth, J.; Huber, M. E.; Jacobson-Galan, W. V.; Kilpatrick, C. D.; Langeroodi, D.; Macias, P.; Mandel, K. S.; Margutti, R.; Matasic, F.; McGill, P.; Pierel, J. D. R.; Ramirez-Ruiz, E.; Ransome, C. L.; Rojas-Bravo, C.; Siebert, M. R.; Smith, K. W.; de Soto, K. M.; Stroh, M. C.; Tinyanont, S.; Taggart, K.; Ward, S. M.; Wojtak, R.; Auchettl, K.; Blanchard, P. K.; de Boer, T. J. L.; Boyd, B. M.; Carroll, C. M.; Chambers, K. C.; DeMarchi, L.; Dimitriadis, G.; Dodd, S. A.; Earl, N.; Farias, D.; Gao, H.; Gomez, S.; Grayling, M.; Grillo, C.; Hayes, E. E.; Hung, T.; Izzo, L.; Khetan, N.; Kolborg, A. N.; Law-Smith, J. A. P.; LeBaron, N.; Lin, C. -c.; Luo, Y.; Magnier, E. A.; Matthews, D.; Mockler, B.; O'Grady, A. J. G.; Pan, Y. -c.; Politsch, C. A.; Raimundo, S. I.; Rest, A.; Ridden-Harper, R.; Sarangi, A.; Schroder, S. L.; Smartt, S. J.; Terreran, G.; Thorp, S.; Vazquez, J.; Wainscoat, R. J.; Wang, Q.; Wasserman, A. R.; Yadavalli, S. K.; Yarza, R.; Zenati, Y.

I: Astrophysical Journal, Supplement Series, Bind 266, Nr. 1, 9, 01.05.2023.

Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

Harvard

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-Galan, WV, Kilpatrick, CD, Langeroodi, D, Macias, P, Mandel, KS, Margutti, R, Matasic, 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, C, Luo, Y, Magnier, EA, Matthews, D, Mockler, B, O'Grady, AJG, Pan, Y, Politsch, CA, Raimundo, SI, Rest, A, Ridden-Harper, R, Sarangi, A, Schroder, 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, bind 266, nr. 1, 9. https://doi.org/10.3847/1538-4365/acbfba

APA

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), [9]. https://doi.org/10.3847/1538-4365/acbfba

Vancouver

Aleo PD, Malanchev K, Sharief S, Jones DO, Narayan G, Foley RJ o.a. The Young Supernova Experiment Data Release 1 (YSE DR1): Light Curves and Photometric Classification of 1975 Supernovae. Astrophysical Journal, Supplement Series. 2023 maj 1;266(1). 9. https://doi.org/10.3847/1538-4365/acbfba

Author

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. ; Gall, C. ; Hjorth, J. ; Huber, M. E. ; Jacobson-Galan, W. V. ; Kilpatrick, C. D. ; Langeroodi, D. ; Macias, P. ; Mandel, K. S. ; Margutti, R. ; Matasic, F. ; McGill, P. ; Pierel, J. D. R. ; Ramirez-Ruiz, E. ; Ransome, C. L. ; Rojas-Bravo, C. ; Siebert, M. R. ; Smith, K. W. ; de Soto, K. M. ; Stroh, M. C. ; Tinyanont, S. ; Taggart, K. ; Ward, S. M. ; Wojtak, R. ; Auchettl, K. ; Blanchard, P. K. ; de Boer, T. J. L. ; Boyd, B. M. ; Carroll, C. M. ; Chambers, K. C. ; DeMarchi, L. ; Dimitriadis, G. ; Dodd, S. A. ; Earl, N. ; Farias, D. ; Gao, H. ; Gomez, S. ; Grayling, M. ; Grillo, C. ; Hayes, E. E. ; Hung, T. ; Izzo, L. ; Khetan, N. ; Kolborg, A. N. ; Law-Smith, J. A. P. ; LeBaron, N. ; Lin, C. -c. ; Luo, Y. ; Magnier, E. A. ; Matthews, D. ; Mockler, B. ; O'Grady, A. J. G. ; Pan, Y. -c. ; Politsch, C. A. ; Raimundo, S. I. ; Rest, A. ; Ridden-Harper, R. ; Sarangi, A. ; Schroder, S. L. ; Smartt, S. J. ; Terreran, G. ; Thorp, S. ; Vazquez, J. ; Wainscoat, R. J. ; Wang, Q. ; Wasserman, A. R. ; Yadavalli, S. K. ; Yarza, R. ; Zenati, Y. / The Young Supernova Experiment Data Release 1 (YSE DR1) : Light Curves and Photometric Classification of 1975 Supernovae. I: Astrophysical Journal, Supplement Series. 2023 ; Bind 266, Nr. 1.

Bibtex

@article{d039b10ab2f7495886ac44a675677b25,
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 approximate to 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 (similar to 71%) SNe Ia, 339 (similar to 23%) SNe II, and 96 (similar to 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.",
keywords = "DARK ENERGY SURVEY, CORE-COLLAPSE SUPERNOVAE, GALAXY REDSHIFT SURVEY, MEDIUM-DEEP SURVEY, IA SUPERNOVAE, IC SUPERNOVA, PAN-STARRS, I. OBSERVATIONS, COSMOLOGICAL CONSTRAINTS, SUPERLUMINOUS SUPERNOVAE",
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-Galan, {W. V.} and Kilpatrick, {C. D.} and D. Langeroodi and P. Macias and Mandel, {K. S.} and R. Margutti and F. Matasic 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 Schroder, {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",
year = "2023",
month = may,
day = "1",
doi = "10.3847/1538-4365/acbfba",
language = "English",
volume = "266",
journal = "Astrophysical Journal",
issn = "0004-637X",
publisher = "Institute of Physics Publishing, Inc",
number = "1",

}

RIS

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-Galan, W. V.

AU - Kilpatrick, C. D.

AU - Langeroodi, D.

AU - Macias, P.

AU - Mandel, K. S.

AU - Margutti, R.

AU - Matasic, 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 - Schroder, 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 approximate to 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 (similar to 71%) SNe Ia, 339 (similar to 23%) SNe II, and 96 (similar to 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 approximate to 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 (similar to 71%) SNe Ia, 339 (similar to 23%) SNe II, and 96 (similar to 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.

KW - DARK ENERGY SURVEY

KW - CORE-COLLAPSE SUPERNOVAE

KW - GALAXY REDSHIFT SURVEY

KW - MEDIUM-DEEP SURVEY

KW - IA SUPERNOVAE

KW - IC SUPERNOVA

KW - PAN-STARRS

KW - I. OBSERVATIONS

KW - COSMOLOGICAL CONSTRAINTS

KW - SUPERLUMINOUS SUPERNOVAE

U2 - 10.3847/1538-4365/acbfba

DO - 10.3847/1538-4365/acbfba

M3 - Journal article

VL - 266

JO - Astrophysical Journal

JF - Astrophysical Journal

SN - 0004-637X

IS - 1

M1 - 9

ER -

ID: 347792052