Article
Astronomy & Astrophysics
L. Vallini, A. Ferrara, A. Pallottini, S. Carniani, S. Gallerani
Summary: The study revealed that the observed [OIII]88μm/[CII]158μm surface brightness ratios in nine galaxies at z≈6-9 are primarily dependent on the 'burstiness' parameter, identifying starburst galaxies with short gas depletion times, with a secondary dependence on density, and weakly depending on gas metallicity. The galaxies are significantly enriched and dense, providing further support to the starburst scenario with rapid enrichment of the interstellar medium.
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
(2021)
Article
Astronomy & Astrophysics
F. Valentino, E. Daddi, A. Puglisi, G. E. Magdis, V Kokorev, D. Liu, S. C. Madden, C. Gomez-Guijarro, M-Y Lee, I Cortzen, C. Circosta, I Delvecchio, J. R. Mullaney, Y. Gao, R. Gobat, M. Aravena, S. Jin, S. Fujimoto, J. D. Silverman, H. Dannerbauer
Summary: The study found detectable nuclear activity in about 30% of the sample, with the presence of dusty tori influencing the IR spectral energy distribution of galaxies, but with minimal effects on the excitation of molecular gas.
ASTRONOMY & ASTROPHYSICS
(2021)
Article
Astronomy & Astrophysics
Derek A. Berman, Min S. Yun, K. C. Harrington, P. Kamieneski, J. Lowenthal, B. L. Frye, Q. D. Wang, G. W. Wilson, I Aretxaga, M. Chavez, R. Cybulski, V De la Luz, N. Erickson, D. Ferrusca, D. H. Hughes, A. Montana, G. Narayanan, D. Sanchez-Arguelles, F. P. Schloerb, K. Souccar, E. Terlevich, R. Terlevich, J. A. Zavala
Summary: The Planck All-Sky Survey has identified 22 high-redshift luminous dusty star-forming galaxies (DSFGs) using its candidate list constructed based on the Planck Catalogue of Compact Sources and Wide-field Infrared Survey Explorer all-sky survey. These galaxies have extremely high infrared luminosities and exhibit strong lensing characteristics. Despite their enormous luminosity, little active galactic nucleus (AGN) activity is detected.
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
(2022)
Article
Astronomy & Astrophysics
Shengqi Yang, Adam Lidz, Aaron Smith, Andrew Benson, Hui Li
Summary: This study develops a fast post-processing pipeline to predict line emission from H II regions around simulated star particles and applies it to a high-redshift simulation suite, demonstrating the power of this approach and validating the one-zone model used for interpreting line luminosity measurements.
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
(2023)
Article
Astronomy & Astrophysics
Y. Fudamoto, A. K. Inoue, Y. Sugahara
Summary: We propose a method to derive the dust temperatures and infrared (IR) luminosities of high-redshift galaxies by assuming radiation equilibrium in a simple dust and stellar distribution. Our method is based on the analysis of public data from the ALMA archive and assumes a clumpy interstellar medium (ISM) model for high-redshift galaxies. We find that this model accurately represents the ISM of high-redshift star-forming galaxies. Using this method, we successfully determine the dust temperature of a z ~ 8.3 star-forming galaxy, MACS0416-Y1.
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
(2023)
Article
Astronomy & Astrophysics
J. Alvarez-Marquez, A. Crespo Gomez, L. Colina, M. Neeleman, F. Walter, A. Labiano, P. Perez-Gonzalez, A. Bik, H. U. Noorgaard-Nielsen, G. Ostlin, G. Wright, A. Alonso-Herrero, R. Azollini, K. I. Caputi, A. Eckart, O. Le Fevre, M. Garcia-Marin, T. R. Greve, J. Hjorth, O. Ilbert, S. Kendrew, J. P. Pye, T. Tikkanen, M. Topinka, P. van der Werf, M. Ward, E. F. van Dishoeck, M. Gudel, Th. Henning, P. O. Lagage, T. Ray, C. Waelkens
Summary: Using the Mid-IRfrared Instrument (MIRI) on board the James Webb Space Telescope (JWST), researchers have observed a luminous infrared starburst in the early Universe and discovered that it may be a precursor to massive quiescent galaxies. The observations show high star formation rates and clumpy stellar structures in the system.
ASTRONOMY & ASTROPHYSICS
(2023)
Article
Astronomy & Astrophysics
K. Kade, K. K. Knudsen, W. Vlemmings, F. Stanley, B. Gullberg, S. Koenig
Summary: The study aims to investigate the physical properties and environment of two high-redshift submillimeter galaxies and quasars, and their role in galaxy evolution. The results show possible massive outflows and the potential impact of companion galaxies on the interpretation. Additionally, the study provides further evidence supporting the hypothesis of massive galaxy formation in overdense regions and rules out the presence of strong, ordered magnetic fields at the kiloparsec scale in the two sources.
ASTRONOMY & ASTROPHYSICS
(2023)
Article
Astronomy & Astrophysics
M. Romano, A. Nanni, D. Donevski, M. Ginolfi, G. C. Jones, I. Shivaei, Junais, D. Salak, P. Sawant
Summary: The physical properties of star-formation-driven outflows in a sample of 29 local dwarf galaxies were characterized in this study. Atomic outflow signatures were detected in the high-velocity tails of 11 sources, while weaker outflows were detected in the average stacked spectrum. The outflow rates were found to be comparable to the star-formation rates of the galaxies, with a significant amount of gas escaping into the intergalactic medium (IGM).
ASTRONOMY & ASTROPHYSICS
(2023)
Article
Astronomy & Astrophysics
Debra Meloy Elmegreen, Bruce G. Elmegreen, Bradley C. Whitmore, Rupali Chandar, Daniela Calzetti, Janice C. Lee, Richard White, David Cook, Leonardo Ubeda, Angus Mok, Sean T. Linden
Summary: The CCDG survey investigates the clusters, clumps, dust, and gas in extreme star-forming galaxies through multiwavelength imaging of 13 galaxies within 100 Mpc, revealing insights into the substructure of distant clumps and the potential merger origins of high-redshift galaxies. The study also identifies a power-law cluster magnitude distribution function across galaxies inside and outside clumps, independent of clump surface brightness.
ASTROPHYSICAL JOURNAL
(2021)
Article
Astronomy & Astrophysics
E. Bellocchi, M. Pereira-Santaella, L. Colina, A. Labiano, M. Sanchez-Garcia, A. Alonso-Herrero, S. Arribas, S. Garcia-Burillo, M. Villar-Martin, D. Rigopoulou, F. Valentino, A. Puglisi, T. Diaz-Santos, S. Cazzoli, A. Usero
Summary: This study presents new observations of CO(2-1) emissions in local luminous infrared galaxies (LIRGs) using ALMA. The results show that the molecular gas distribution in LIRGs is extremely compact, similar to early-type galaxies and smaller than local spiral galaxies. In contrast, high-redshift galaxies have larger molecular and stellar sizes.
ASTRONOMY & ASTROPHYSICS
(2022)
Article
Astronomy & Astrophysics
G. Gururajan, M. B'ethermin, N. Sulzenauer, P. Theule, J. S. Spilker, M. Aravena, S. C. Chapman, A. Gonzalez, T. R. Greve, D. Narayanan, C. Reuter, J. D. Vieira, A. Weiss
Summary: The aim of this study is to estimate the molecular gas content of high-redshift dusty star-forming galaxies using various gas mass tracers. The results show that [CI] is a suitable tracer of the molecular gas content, and there is overall agreement between all the classical gas tracers used at high redshift. However, the absolute calibration of these tracers and the measurement of gas depletion timescale remain uncertain.
ASTRONOMY & ASTROPHYSICS
(2023)
Article
Astronomy & Astrophysics
G. C. Jones, R. Maiolino, C. Circosta, J. Scholtz, S. Carniani, Y. Fudamoto
Summary: Gaseous outflows play a crucial role in the evolution of galaxies, impacting star formation, gas ejection, and mixing of different materials. This study investigates the CO emission of seven active galactic nuclei (AGN) host galaxies using ALMA, finding evidence of extended CO emission. However, no robust evidence of extended emission is found in the images of the sample galaxies, suggesting that the diffuse CO emission is distinct from the stellar component and represents an enriched gas reservoir. The presence of enriched molecular gas around these AGN host galaxies implies a history of AGN-driven outflows that affected their star formation.
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
(2023)
Article
Astronomy & Astrophysics
M. Hamed, L. Ciesla, M. Bethermin, K. Malek, E. Daddi, M. T. Sargent, R. Gobat
Summary: The researchers modeled the spectral energy distribution of the two galaxies Astarte and Adonis using CIGALE and investigated their key physical properties such as star formation rates, stellar masses, and dust luminosities. The study found that Astarte exhibits main-sequence-like star formation activity, while Adonis is undergoing a strong starburst phase.
ASTRONOMY & ASTROPHYSICS
(2021)
Article
Astronomy & Astrophysics
E. Iani, A. Zanella, J. Vernet, J. Richard, M. Gronke, F. Arrigoni-Battaia, A. Bolamperti, K. Caputi, A. Humphrey, G. Rodighiero, P. Rinaldi, E. Vanzella
Summary: Through studying Abell 2895b, it is found that it is a compact star-forming galaxy with a young stellar population. The research results suggest that the Ly alpha emission is caused by a recent star formation burst, which likely occurred in an off-centre clump.
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
(2023)
Article
Astronomy & Astrophysics
F. Sweijen, Y. Lyu, L. Wang, F. Gao, H. J. A. Roettgering, R. J. van Weeren, L. K. Morabito, P. N. Best, K. Malek, W. Williams, I. Prandoni, M. Bonato, M. Bondi
Summary: In this study, the Lockman Hole field was observed to investigate the population of hyper-luminous infrared galaxies (HLIRGs). It was found that 98% of the detected HLIRGs likely host radio active galactic nuclei (AGNs), suggesting the presence of notable AGN activity in these systems. The study highlights the value of high-resolution radio observations in studying dusty objects such as HLIRGs.
ASTRONOMY & ASTROPHYSICS
(2023)
Article
Astronomy & Astrophysics
David Sobral, Arjen van der Wel, Rachel Bezanson, Eric Bell, Adam Muzzin, Francesco D'Eugenio, Behnam Darvish, Anna Gallazzi, Po-Feng Wu, Michael Maseda, Jorryt Matthee, Ana Paulino-Afonso, Caroline Straatman, Pieter G. van Dokkum
Summary: Galaxy evolution is influenced by various physical processes, and their rates differ for different dark matter haloes and environments. By using absorption-line spectroscopy, this study examines the impact of environment and stellar mass on galaxy stellar populations in the COSMOS field at around z~0.6-1. The findings indicate that the characteristics of stellar populations, such as D(n)4000 and H delta equivalent widths, not only depend on stellar mass but also on the environment.
ASTROPHYSICAL JOURNAL
(2022)
Article
Astronomy & Astrophysics
Rohan P. Naidu, Jorryt Matthee, Pascal A. Oesch, Charlie Conroy, David Sobral, Gabriele Pezzulli, Matthew Hayes, Dawn Erb, Ricardo Amorin, Max Gronke, Daniel Schaerer, Sandro Tacchella, Josephine Kerutt, Ana Paulino-Afonso, Joao Calhau, Mario Llerena, Huub Rottgering
Summary: The ionizing photon escape fraction is a significant unknown factor in reionization research. By inferring the escape fraction using Lyα profiles, this study identifies distinct differences between LyC leakers and non-leakers. The leakers exhibit extreme equivalent widths and high ionization rates, suggesting a close relationship between these characteristics and photon escape.
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
(2022)
Article
Astronomy & Astrophysics
Caroline M. S. Straatman, Arjen van der Wel, Josha van Houdt, Rachel Bezanson, Eric F. Bell, Pieter van Dokkum, Francesco D'Eugenio, Marijn Franx, Anna Gallazzi, Anna de Graaff, Michael Maseda, Sharon E. Meidt, Adam Muzzin, David Sobral, Po-Feng Wu
Summary: This paper compares dynamical mass estimates based on stellar and ionized gas kinematics of 157 star-forming galaxies at different redshifts. The results show that within the half-light radius, the dynamical mass of the ionized gas is lower than that of the stars, indicating that the motion of ionized gas in galaxies is not predominantly driven by disruptive events such as outflows caused by star formation.
ASTROPHYSICAL JOURNAL
(2022)
Article
Astronomy & Astrophysics
Chian-Chou Chen, Cheng-Lin Liao, Ian Smail, A. M. Swinbank, Y. Ao, A. J. Bunker, S. C. Chapman, B. Hatsukade, R. J. Ivison, Minju M. Lee, Stephen Serjeant, Hideki Umehata, Wei-Hao Wang, Y. Zhao
Summary: This study presents the results of an ALMA band 3 spectroscopic survey targeting the brightest submillimeter galaxies (SMGs) in the COSMOS field. The observations reveal the redshifts and merger events of these galaxies, suggesting their role in star formation. The data also show that a large proportion of the primary SMGs have double Gaussian emission lines, consistent with the mass-sigma correlation found in local early-type galaxies. Additionally, the study provides insights into the number density and potential progenitors of massive quiescent galaxies.
ASTROPHYSICAL JOURNAL
(2022)
Article
Astronomy & Astrophysics
Jorryt Matthee, Rohan P. Naidu, Gabriele Pezzulli, Max Gronke, David Sobral, Pascal A. Oesch, Matthew Hayes, Dawn Erb, Daniel Schaerer, Ricardo Amorin, Sandro Tacchella, Ana Paulino-Afonso, Mario Llerena, Joao Calhau, Huub Rottgering
Summary: This study introduces an emissivity framework based on Ly alpha emitters (LAEs), which reveals the contribution of quasars and LAEs to the ionizing background. The study also infers the ionization process of LAEs at different redshifts.
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
(2022)
Article
Astronomy & Astrophysics
Tania M. Barone, Francesco D'Eugenio, Nicholas Scott, Matthew Colless, Sam P. Vaughan, Arjen van der Wel, Amelia Fraser-McKelvie, Anna de Graaff, Jesse van de Sande, Po-Feng Wu, Rachel Bezanson, Sarah Brough, Eric Bell, Scott M. Croom, Luca Cortese, Simon Driver, Anna R. Gallazzi, Adam Muzzin, David Sobral, Joss Bland-Hawthorn, Julia J. Bryant, Michael Goodwin, Jon S. Lawrence, Nuria P. F. Lorente, Matt S. Owers
Summary: The study reveals a close correlation between metallicity and the proxy for gravitational potential or escape velocity, while no correlation is found between age and surface density. The results suggest that galaxies formed more compactly at higher redshifts and remained compact throughout their evolution. Additionally, galaxies seem to quench at a characteristic surface density that decreases with decreasing redshift.
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
(2022)
Article
Astronomy & Astrophysics
Fengwu Sun, Eiichi Egami, Seiji Fujimoto, Timothy Rawle, Franz E. Bauer, Kotaro Kohno, Ian Smail, Pablo G. Perez-Gonzalez, Yiping Ao, Scott C. Chapman, Francoise Combes, Miroslava Dessauges-Zavadsky, Daniel Espada, Jorge Gonzalez-Lopez, Anton M. Koekemoer, Vasily Kokorev, Minju M. Lee, Kana Morokuma-Matsui, Alejandra M. Munoz Arancibia, Masamune Oguri, Roser Pello, Yoshihiro Ueda, Ryosuke Uematsu, Francesco Valentino, Paul van der Werf, Gregory L. Walth, Michael Zemcov, Adi Zitrin
Summary: This study presents a joint analysis of sources detected by the ALMA Lensing Cluster Survey (ALCS) using both ALMA and Herschel data. The results provide insights into the physical properties and redshift distribution of these sources, showing an increasing fraction of galaxies at redshifts around 1-2 among fainter millimeter sources.
ASTROPHYSICAL JOURNAL
(2022)
Article
Astronomy & Astrophysics
Chian-Chou Chen, Zhen-Kai Gao, Qi-Ning Hsu, Cheng-Lin Liao, Yu-Han Ling, Ching-Min Lo, Ian Smail, Wei-Hao Wang, Yu-Jan Wang
Summary: Morphological analyses of seven submillimeter galaxies at z similar to 2 reveal compact reddened stellar structures with evidence of spiral arms and bars, suggesting dynamical interactions. The sizes of these structures are significantly smaller at longer wavelengths, contradicting recent theoretical predictions.
ASTROPHYSICAL JOURNAL LETTERS
(2022)
Article
Astronomy & Astrophysics
Jianhang Chen, R. J. Ivison, Martin A. Zwaan, Ian Smail, Anne Klitsch, Celine Peroux, Gergo Popping, Andrew D. Biggs, Roland Szakacs, Aleksandra Hamanowicz, Claudia Lagos
Summary: The ALMACAL project has used the calibration data from the Atacama Large Millimetre/submillimetre Array (ALMA) to map the lines of sight towards and beyond the ALMA calibrators. With over 1000 hours of integration, ALMACAL has detected 186 faint, dusty, star-forming galaxies (DSFGs) and provided benchmark data for models of galaxy formation and evolution. ALMA has resolved about half of the cosmic infrared background in the submm/mm regime.
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
(2023)
Article
Astronomy & Astrophysics
Rogier A. Windhorst, Seth H. Cohen, Rolf A. Jansen, Jake Summers, Scott Tompkins, Christopher J. Conselice, Simon P. Driver, Haojing Yan, Dan Coe, Brenda Frye, Norman Grogin, Anton Koekemoer, Madeline A. Marshall, Rosalia O'Brien, Nor Pirzkal, Aaron Robotham, Russell E. Ryan, Christopher N. A. Willmer, Timothy Carleton, Jose M. Diego, William C. Keel, Paolo Porto, Caleb Redshaw, Sydney Scheller, Stephen M. Wilkins, S. P. Willner, Adi Zitrin, Nathan J. Adams, Duncan Austin, Richard G. Arendt, John F. Beacom, Rachana A. Bhatawdekar, Larry D. Bradley, Tom Broadhurst, Cheng Cheng, Francesca Civano, Liang Dai, Herve Dole, Jordan C. J. D'Silva, Kenneth J. Duncan, Giovanni G. Fazio, Giovanni Ferrami, Leonardo Ferreira, Steven L. Finkelstein, Lukas J. Furtak, Hansung B. Gim, Alex Griffiths, Heidi B. Hammel, Kevin C. Harrington, Nimish P. Hathi, Benne W. Holwerda, Rachel Honor, Jia-Sheng Huang, Minhee Hyun, Myungshin Im, Bhavin A. Joshi, Patrick S. Kamieneski, Patrick Kelly, Rebecca L. Larson, Juno Li, Jeremy Lim, Zhiyuan Ma, Peter Maksym, Giorgio Manzoni, Ashish Kumar Meena, Stefanie N. Milam, Mario Nonino, Massimo Pascale, Andreea Petric, Justin D. R. Pierel, Maria del Carmen Polletta, Huub J. A. Roettgering, Michael J. Rutkowski, Ian Smail, Amber N. Straughn, Louis-Gregory Strolger, Andi Swirbul, James A. A. Trussler, Lifan Wang, Brian Welch, J. Stuart B. Wyithe, Min Yun, Erik Zackrisson, Jiashuo Zhang, Xiurui Zhao
Summary: This paper provides an overview and details the rationale, methods, and initial findings of the PEARLS project, which utilizes NIRCam images to survey extragalactic areas. The project aims to study galaxy assembly, AGN growth, and First Light, and is expected to contribute significant insights to the field of astronomy.
ASTRONOMICAL JOURNAL
(2023)
Article
Astronomy & Astrophysics
D. van der Vlugt, J. A. Hodge, H. S. B. Algera, I Smail, S. K. Leslie, J. F. Radcliffe, D. A. Riechers, H. Rottgering
Summary: Using ultra-deep 3 GHz observations, we inferred the radio luminosity functions (LFs) of star-forming galaxies and discovered a strong redshift trend and density evolution. Comparing with observed far-infrared and ultraviolet LFs, we found an underestimation of the UV LF at high redshifts. By calculating the cosmic star formation rate density using the radio LFs, we found that the rate rises up to around z=1.8 and then declines rapidly.
ASTROPHYSICAL JOURNAL
(2022)
Article
Astronomy & Astrophysics
Cheng Cheng, Jia-Sheng Huang, Ian Smail, Haojing Yan, Seth H. Cohen, Rolf A. Jansen, Rogier A. Windhorst, Zhiyuan Ma, Anton Koekemoer, Christopher N. A. Willmer, S. P. Willner, Jose M. Diego, Brenda Frye, Christopher J. Conselice, Leonardo Ferreira, Andreea Petric, Min Yun, Hansung B. Gim, Maria del Carmen Polletta, Kenneth J. Duncan, Benne W. Holwerda, Huub J. A. Rottgering, Rachel Honor, Nimish P. Hathi, Patrick S. Kamieneski, Nathan J. Adams, Dan Coe, Tom Broadhurst, Jake Summers, Scott Tompkins, Simon P. Driver, Norman A. Grogin, Madeline A. Marshall, Nor Pirzkal, Aaron Robotham, Russell E. Ryan
Summary: We present new observations from the James Webb Space Telescope/NIRCam of (sub)millimeter sources detected by ALMA. We identified their NIRCam counterparts and found that they represent 16 distinct galaxies in three fields. The photometric redshifts and stellar masses of these sources are similar to previously studied submillimeter galaxies. The deep NIRCam data revealed that the majority of these sources are disk-like with little disturbance, suggesting that secular growth may play a role in their assembly.
ASTROPHYSICAL JOURNAL LETTERS
(2023)
Article
Astronomy & Astrophysics
Minhee Hyun, Myungshin Im, Ian R. Smail, William D. Cotton, Jack E. Birkin, Satoshi Kikuta, Hyunjin Shim, Christopher N. A. Willmer, James J. Condon, Rogier A. Windhorst, Seth H. Cohen, Rolf A. Jansen, Chun Ly, Yuichi Matsuda, Giovanni G. Fazio, A. M. Swinbank, Haojing Yan
Summary: The James Webb Space Telescope Time-Domain Field (JWST-TDF) is a field near the North Ecliptic Pole that will be observed by the JWST. The study describes the imaging and cataloging of submillimeter and radio sources in the JWST-TDF to aid in the study of dust-obscured galaxies. The results show that these galaxies have high star formation rates and large cool gas masses, suggesting a key factor necessary for their high star formation rates.
ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES
(2023)
Article
Astronomy & Astrophysics
A. Humphrey, P. A. C. Cunha, A. Paulino-Afonso, S. Amarantidis, R. Carvajal, J. M. Gomes, I Matute, P. Papaderos
Summary: In the era of huge astronomical surveys, machine learning provides promising solutions for efficient estimation of galaxy properties. The traditional supervised paradigm involves training a model on labeled data and using it to predict labels of unlabelled data. The semi-supervised pseudo-labelling technique offers an alternative by allowing the model to learn from both labelled and unlabelled data. Testing this method on redshift, stellar mass, and star formation rate estimation, significant improvements are obtained compared to purely supervised learning, especially using gradient-boosting tree methods.
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
(2023)
Article
Astronomy & Astrophysics
Marta Frias Castillo, Jacqueline Hodge, Matus Rybak, Paul van der Werf, Ian Smail, Jack E. Birkin, Chian-Chou Chen, Scott C. Chapman, Ryley Hill, Claudia del P. Lagos, Cheng-Lin Liao, Elisabete da Cunha, Gabriela Calistro Rivera, Jianhang Chen, E. F. Jimenez-Andrade, Eric J. Murphy, Douglas Scott, A. M. Swinbank, Fabian Walter, R. J. Ivison, Helmut Dannerbauer
Summary: We present the initial results of a survey targeting the CO(J = 1-0) transition in submillimeter-selected star-forming galaxies at high redshift. Out of the 30 galaxies observed, we detect CO(1-0) emission in 11 targets, with three tentative detections. The total molecular gas masses, gas mass fractions, and depletion times of our sources are in good agreement with predictions from the SHARK semi-analytical model.
ASTROPHYSICAL JOURNAL
(2023)