ZTF SN Ia DR2: High-velocity components in the Si IIλ6355
Creators
-
Harvey, L.1
-
Maguire, K.1
-
Burgaz, U.1
-
Dimitriadis, G.1
-
Sollerman, J.2
-
Goobar, A.2
-
Johansson, J.2
-
Nordin, J.3
-
Rigault, M.4
-
Smith, M.4, 5
-
Aubert, M.6
-
Cartier, R.7
-
Chen, P.8
-
Deckers, M.1
-
Dhawan, S.9
-
Galbany, L.10, 11
-
Ginolin, M.4
-
Kenworthy, W. D.2
-
Kim, Y.-L.5
-
Liu, C.12
-
Miller, A. A.12
-
Rosnet, P.6
-
Senzel, R.1
-
Terwel, J. H.1
-
Tomasella, L.13
-
Kasliwal, M.14
-
Laher, R. R.15
-
Purdum, J.14
-
Rusholme, B.15
-
Smith, R.14
-
1.
Trinity College Dublin
-
2.
Stockholm University
-
3.
Humboldt-Universität zu Berlin
-
4.
Claude Bernard University Lyon 1
-
5.
Lancaster University
-
6.
University of Clermont Auvergne
-
7.
Diego Portales University
-
8.
Weizmann Institute of Science
-
9.
University of Cambridge
-
10.
Institute of Space Sciences
-
11.
Institut d'Estudis Espacials de Catalunya
-
12.
Northwestern University
-
13.
Osservatorio Astronomico di Padova
-
14.
California Institute of Technology
-
15.
Infrared Processing and Analysis Center
Abstract
The Zwicky Transient Facility SN Ia Data Release 2 provides a perfect opportunity to perform a thorough search for and subsequent analysis of Si IIλ6355 high-velocity features (HVFs) in the pre-peak regime. The source of such features remains unclear, but potential origins include circumstellar material, as well as enhancements to the abundances or densities intrinsic to the supernova (SN) ejecta. Therefore, they may provide clues to the elusive progenitor and explosion scenarios of Type Ia SNe (SNe Ia). We employed a Markov chain Monte Carlo fitting method followed by Bayesian information criterion testing to classify single and double Si IIλ6355 components in the DR2. The detection efficiency of our classification method was investigated through the fitting of simulated features, which allowed us to place cuts on the spectral quality required for reliable classification. These simulations were also used to perform an analysis of the recovered parameter uncertainties and potential biases in the measurements. Within the 329 spectra sample we investigated, we identified 85 spectra exhibiting Si IIλ6355 HVFs. We find that HVFs decrease in strength with phase relative to their photospheric counterparts; however, this decrease can occur at different phases for different objects. HVFs with larger velocity separations from the photosphere were observed to fade earlier, leaving only the double components with smaller separations as we moved towards maximum light. Our findings suggest that around three quarters of SN Ia spectra before −11 d show high-velocity components in the Si IIλ6355, with this dropping to around one third in the six days before maximum light. We observed no difference between the populations of SNe Ia that do and do not form Si IIλ6355 HVFs in terms of the SALT2 light curve parameter x1, peak magnitude, decline rate, host mass, or host colour, supporting the idea that these features are ubiquitous across the SN Ia population.
Copyright and License
© The Authors 2025. Open Access article, published by EDP Sciences, under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Acknowledgement
The research conducted in this publication was funded by the Irish Research Council under grant number GOIPG/2020/1387. K.M., U.B., G.D., M.D., and J.T. acknowledge support from EU H2020 ERC grant no. 758638. L.G. acknowledges financial support from the Spanish Ministerio de Ciencia e Innovación (MCIN), the Agencia Estatal de Investigación (AEI) 10.13039/501100011033, and the European Social Fund (ESF) "Investing in your future" under the 2019 Ramón y Cajal program RYC2019-027683-I and the PID2020-115253GA-I00 HOSTFLOWS project, from Centro Superior de Investigaciones Científicas (CSIC) under the PIE project 20215AT016, and the program Unidad de Excelencia María de Maeztu CEX2020-001058-M. Y.-L.K. has received funding from the Science and Technology Facilities Council [grant number ST/V000713/1]. This project has received funding from the European Research Council (ERC) under the European Union’s Horizon 2020 research and innovation programme (grant agreement n°759194 – USNAC). This work has been supported by the research project grant “Understanding the Dynamic Universe” funded by the Knut and Alice Wallenberg Foundation under Dnr KAW 2018.0067, Vetenskapsrådet, the Swedish Research Council, project 2020-03444. Based on observations obtained with the Samuel Oschin Telescope 48-inch and the 60-inch Telescope at the Palomar Observatory as part of the Zwicky Transient Facility project. ZTF is supported by the National Science Foundation under Grant No. AST-1440341 and a collaboration including Caltech, IPAC, the Weizmann Institute of Science, the Oskar Klein Center at Stockholm University, the University of Maryland, the University of Washington, Deutsches Elektronen-Synchrotron and Humboldt University, Los Alamos National Laboratories, the TANGO Consortium of Taiwan, the University of Wisconsin at Milwaukee, and Lawrence Berkeley National Laboratories. Operations are conducted by COO, IPAC, and UW. This work was supported by the GROWTH project (Kasliwal et al. 2019) funded by the National Science Foundation under Grant No 1545949. The SALT classification spectra of SN 2020lil and SN 2020pst were obtained through Rutgers University program 2020-1-MLT-007 (PI: S. W. Jha). Based on observations collected at the European Organisation for Astronomical Research in the Southern Hemisphere under ESO programmes 199.D-0143, 1103.D-0328, and 106.216C.009. The authors thank Michael Tucker for advising in the quality and inclusion of SNIFS/UH-88 spectra from the SCAT survey. Based on observations collected at Copernico 1.82m telescope (Asiago Mount Ekar, Italy) INAF – Osservatorio Astronomico di Padova. The data presented here were obtained in part with ALFOSC, which is provided by the Instituto de Astrofisica de Andalucia (IAA) under a joint agreement with the University of Copenhagen and NOT. Some of the data presented herein were obtained at Keck Observatory, which is a private 501(c)3 non-profit organization operated as a scientific partnership among the California Institute of Technology, the University of California, and the National Aeronautics and Space Administration. The Observatory was made possible by the generous financial support of the W. M. Keck Foundation. The authors wish to recognize and acknowledge the very significant cultural role and reverence that the summit of Maunakea has always had within the Native Hawaiian community. We are most fortunate to have the opportunity to conduct observations from this mountain. Based on observations obtained with the Apache Point Observatory 3.5-meter telescope, which is owned and operated by the Astrophysical Research Consortium. This article is based on observations made with the Gran Telescopio Canarias operated by the Instituto de Astrofisica de Canarias, the Isaac Newton Telescope, and the William Herschel Telescope operated by the Isaac Newton Group of Telescopes, the Italian Telescopio Nazionale Galileo operated by the Fundacion Galileo Galilei of the INAF (Istituto Nazionale di Astrofisica), and the Liverpool Telescope operated by Liverpool John Moores University with financial support from the UK Science and Technology Facilities Council. All these facilities are located at the Spanish Roque de los Muchachos Observatory of the Instituto de Astrofisica de Canarias on the island of La Palma. Based on observations collected at the European Organisation for Astronomical Research in the Southern Hemisphere. This work makes use of observations from the Las Cumbres Observatory global telescope network. Based on observations obtained at the international Gemini Observatory, a program of NSF’s NOIRLab, which is managed by the Association of Universities for Research in Astronomy (AURA) under a cooperative agreement with the National Science Foundation on behalf of the Gemini Observatory partnership: the National Science Foundation (United States), National Research Council (Canada), Agencia Nacional de Investigación y Desarrollo (Chile), Ministerio de Ciencia, Tecnología e Innovación (Argentina), Ministério da Ciência, Tecnologia, Inovações e Comunicações (Brazil), and Korea Astronomy and Space Science Institute (Republic of Korea). Based on observations obtained at the Southern Astrophysical Research (SOAR) telescope, which is a joint project of the Ministério da Ciência, Tecnologia e Inovações (MCTI/LNA) do Brasil, the US National Science Foundation’s NOIRLab, the University of North Carolina at Chapel Hill (UNC), and Michigan State University (MSU). This paper includes data gathered with the 6.5 meter Magellan Telescopes located at Las Campanas Observatory, Chile. These results made use of the Lowell Discovery Telescope (LDT) at Lowell Observatory. Lowell is a private, non-profit institution dedicated to astrophysical research and public appreciation of astronomy and operates the LDT in partnership with Boston University, the University of Maryland, the University of Toledo, Northern Arizona University and Yale University. The Large Monolithic Imager was built by Lowell Observatory using funds provided by the National Science Foundation (AST-1005313). The upgrade of the DeVeny optical spectrograph has been funded by a generous grant from John and Ginger Giovale and by a grant from the Mt. Cuba Astronomical Foundation. Some of the observations reported in this paper were obtained with the Southern African Large Telescope (SALT). This work made use of the Heidelberg Supernova Model Archive (HESMA), https://hesma.h-its.org.
Data Availability
The feature measurements for all 329 spectra are available in electronic form at the CDS via anonymous ftp to cdsarc.cds.unistra.fr (130.79.128.5) or via http://cdsweb.u-strasbg.fr/cgi-bin/qcat?J/A+A/695/A264. For other measurements presented in this paper – light curve properties, Branch and Wang classifications, host galaxy properties – we refer the reader to the source papers (Dimitriadis et al. 2025; Burgaz et al. 2025; Smith et al., in prep.).
Files
aa49746-24.pdf
Files
(6.1 MB)
Name | Size | Download all |
---|---|---|
md5:3988c5efabe3f2785635923e2fedcd4f
|
6.1 MB | Preview Download |
Additional details
Related works
- Is new version of
- Discussion Paper: arXiv:2502.04448 (arXiv)
- Is supplemented by
- Dataset: https://cdsarc.cds.unistra.fr/viz-bin/cat/J/A+A/695/A264 (URL)
Funding
- Irish Research Council
- GOIPG/2020/1387
- European Research Council
- 758638
- Agencia Estatal de Investigación
- 10.13039/501100011033
- European Social Fund
- RYC2019-027683-I
- Ministerio de Ciencia, Innovación y Universidades
- PID2020-115253GA-I00
- Centro Superior de Investigaciones Científicas
- 20215AT016
- Ministerio de Ciencia, Innovación y Universidades
- CEX2020-001058-M
- Science and Technology Facilities Council
- ST/V000713/1
- European Research Council
- 759194
- Knut and Alice Wallenberg Foundation
- 2018.0067
- Swedish Research Council
- 2020-03444
- National Science Foundation
- AST-1440341
- National Science Foundation
- 1545949
- W. M. Keck Foundation
- National Science Foundation
- AST-1005313
- Mt. Cuba Astronomical Foundation
Dates
- Accepted
-
2025-02-06
- Available
-
2025-03-25Published online