The Type I Superluminous Supernova Catalogue II: Spectroscopic Evolution in the Photospheric Phase, Velocity Measurements, and Constraints on Diversity

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Main Authors: Aamer, Aysha, Nicholl, Matt, Gomez, Sebastian, Berger, Edo, Blanchard, Peter, Anderson, Joseph P., Angus, Charlotte, Aryan, Amar, Ashall, Chris, Chen, Ting-Wan, Dimitriadis, Georgios, Galbany, Lluis, Gkini, Anamaria, Gromadzki, Mariusz, Gutierrez, Claudia P., Hiramatsu, Daichi, Hosseinzadeh, Griffin, Inserra, Cosimo, Kumar, Amit, Kuncarayakti, Hanindyo, Leloudas, Giorgos, Mazzali, Paolo, Medler, Kyle, Müller-Bravo, Tomás E., Ramirez, Mauricio, K, Aiswarya Sankar., Schulze, Steve, Singh, Avinash, Sollerman, Jesper, Srivastav, Shubham, Terwel, Jacco H., Young, David R.
Format: Preprint
Published: 2025
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author Aamer, Aysha
Nicholl, Matt
Gomez, Sebastian
Berger, Edo
Blanchard, Peter
Anderson, Joseph P.
Angus, Charlotte
Aryan, Amar
Ashall, Chris
Chen, Ting-Wan
Dimitriadis, Georgios
Galbany, Lluis
Gkini, Anamaria
Gromadzki, Mariusz
Gutierrez, Claudia P.
Hiramatsu, Daichi
Hosseinzadeh, Griffin
Inserra, Cosimo
Kumar, Amit
Kuncarayakti, Hanindyo
Leloudas, Giorgos
Mazzali, Paolo
Medler, Kyle
Müller-Bravo, Tomás E.
Ramirez, Mauricio
K, Aiswarya Sankar.
Schulze, Steve
Singh, Avinash
Sollerman, Jesper
Srivastav, Shubham
Terwel, Jacco H.
Young, David R.
author_facet Aamer, Aysha
Nicholl, Matt
Gomez, Sebastian
Berger, Edo
Blanchard, Peter
Anderson, Joseph P.
Angus, Charlotte
Aryan, Amar
Ashall, Chris
Chen, Ting-Wan
Dimitriadis, Georgios
Galbany, Lluis
Gkini, Anamaria
Gromadzki, Mariusz
Gutierrez, Claudia P.
Hiramatsu, Daichi
Hosseinzadeh, Griffin
Inserra, Cosimo
Kumar, Amit
Kuncarayakti, Hanindyo
Leloudas, Giorgos
Mazzali, Paolo
Medler, Kyle
Müller-Bravo, Tomás E.
Ramirez, Mauricio
K, Aiswarya Sankar.
Schulze, Steve
Singh, Avinash
Sollerman, Jesper
Srivastav, Shubham
Terwel, Jacco H.
Young, David R.
contents Hydrogen-poor superluminous supernovae (SLSNe) are among the most energetic explosions in the universe, reaching luminosities up to 100 times greater than those of normal supernovae. Detailed spectral analysis hold the potential to reveal their progenitors and underlying energy sources. This paper presents the largest compilation of SLSN photospheric spectra to date, encompassing data from ePESSTO+, the FLEET search and all published spectra up to December 2022. The dataset includes a total of 974 spectra of 234 SLSNe. By constructing average phase binned spectra, we find SLSNe initially exhibit high temperatures (10000 to 11000 K), with blue continua and weak lines. A rapid transformation follows, as temperatures drop to 5000 to 6000 K by 40 days post peak, leading to stronger P-Cygni features. These averages also suggest a fraction of SLSNe may contain some He at explosion. Variance within the dataset is slightly reduced when defining the phase of spectra relative to explosion, rather than peak, and normalising to the population's median e-folding time. Principal Component Analysis (PCA) supports this, requiring fewer components to explain the same level of variation when binning data by scaled days from explosion, suggesting a more homogeneous grouping. Using PCA and K-Means clustering, we identify outlying objects with unusual spectroscopic evolution and evidence for energy input from interaction, but find not support for groupings of two or more statistically significant subpopulations. We find Fe II λ5169 lines velocities closely track the radius implied from blackbody fits, indicating formation near the photosphere. We also confirm a correlation between velocity and velocity gradient, which can be explained if all SLSNe are in homologous expansion but with different scale velocities. This behaviour aligns with expectations for an internal powering mechanism.
format Preprint
id arxiv_https___arxiv_org_abs_2503_21874
institution arXiv
publishDate 2025
record_format arxiv
spellingShingle The Type I Superluminous Supernova Catalogue II: Spectroscopic Evolution in the Photospheric Phase, Velocity Measurements, and Constraints on Diversity
Aamer, Aysha
Nicholl, Matt
Gomez, Sebastian
Berger, Edo
Blanchard, Peter
Anderson, Joseph P.
Angus, Charlotte
Aryan, Amar
Ashall, Chris
Chen, Ting-Wan
Dimitriadis, Georgios
Galbany, Lluis
Gkini, Anamaria
Gromadzki, Mariusz
Gutierrez, Claudia P.
Hiramatsu, Daichi
Hosseinzadeh, Griffin
Inserra, Cosimo
Kumar, Amit
Kuncarayakti, Hanindyo
Leloudas, Giorgos
Mazzali, Paolo
Medler, Kyle
Müller-Bravo, Tomás E.
Ramirez, Mauricio
K, Aiswarya Sankar.
Schulze, Steve
Singh, Avinash
Sollerman, Jesper
Srivastav, Shubham
Terwel, Jacco H.
Young, David R.
High Energy Astrophysical Phenomena
Astrophysics of Galaxies
Solar and Stellar Astrophysics
Hydrogen-poor superluminous supernovae (SLSNe) are among the most energetic explosions in the universe, reaching luminosities up to 100 times greater than those of normal supernovae. Detailed spectral analysis hold the potential to reveal their progenitors and underlying energy sources. This paper presents the largest compilation of SLSN photospheric spectra to date, encompassing data from ePESSTO+, the FLEET search and all published spectra up to December 2022. The dataset includes a total of 974 spectra of 234 SLSNe. By constructing average phase binned spectra, we find SLSNe initially exhibit high temperatures (10000 to 11000 K), with blue continua and weak lines. A rapid transformation follows, as temperatures drop to 5000 to 6000 K by 40 days post peak, leading to stronger P-Cygni features. These averages also suggest a fraction of SLSNe may contain some He at explosion. Variance within the dataset is slightly reduced when defining the phase of spectra relative to explosion, rather than peak, and normalising to the population's median e-folding time. Principal Component Analysis (PCA) supports this, requiring fewer components to explain the same level of variation when binning data by scaled days from explosion, suggesting a more homogeneous grouping. Using PCA and K-Means clustering, we identify outlying objects with unusual spectroscopic evolution and evidence for energy input from interaction, but find not support for groupings of two or more statistically significant subpopulations. We find Fe II λ5169 lines velocities closely track the radius implied from blackbody fits, indicating formation near the photosphere. We also confirm a correlation between velocity and velocity gradient, which can be explained if all SLSNe are in homologous expansion but with different scale velocities. This behaviour aligns with expectations for an internal powering mechanism.
title The Type I Superluminous Supernova Catalogue II: Spectroscopic Evolution in the Photospheric Phase, Velocity Measurements, and Constraints on Diversity
topic High Energy Astrophysical Phenomena
Astrophysics of Galaxies
Solar and Stellar Astrophysics
url https://arxiv.org/abs/2503.21874