Large Scale Structures in COSMOS2020: Evolution of Star Formation Activity in Different Environments at 0.4 < z < 4
Sina Taamoli, Bahram Mobasher, Nima Chartab, Behnam Darvish, John R., Weaver, Shoubaneh Hemmati, Caitlin M. Casey, Zahra Sattari, Gabriel B., Brammer, Peter L. Capak, Olivier Ilbert, Jeyhan S. Kartaltepe, Henry J., McCracken, Andrea Moneti, David B. Sanders, Nick Z. Scoville

TL;DR
This study reconstructs the galaxy density field in COSMOS2020 to analyze how star formation activity varies with environment from redshift 0.4 to 4, revealing a reversal of the SFR-density relation at high redshift.
Contribution
It introduces a new density reconstruction method using weighted Kernel Density Estimation and explores the evolution of star formation activity across different environments and cosmic epochs.
Findings
Strong anti-correlation between SFR/sSFR and density at z<1.1
No significant SFR-density correlation at 1.1<z<2
Reversal of SFR-density relation at z>2, with increased star formation in dense environments
Abstract
To study the role of environment in galaxy evolution, we reconstruct the underlying density field of galaxies based on COSMOS2020 (The Farmer catalog) and provide the density catalog for a magnitude limited () sample of galaxies at within the COSMOS field. The environmental densities are calculated using weighted Kernel Density Estimation (wKDE) approach with the choice of von Mises-Fisher kernel, an analog of the Gaussian kernel for periodic data. Additionally, we make corrections for the edge effect and masked regions in the field. We utilize physical properties extracted by LePhare to investigate the connection between star formation activity and the environmental density of galaxies in six mass-complete sub-samples at different cosmic epochs within . Our findings confirm a strong anti-correlation between star formation rate…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsGalaxies: Formation, Evolution, Phenomena · Astronomy and Astrophysical Research · Spectroscopy and Laser Applications
