J-PLUS: On the identification of new cluster members in the double galaxy cluster A2589 & A2593 using PDFs

TL;DR

This study demonstrates that multi-band J-PLUS imaging can accurately identify new galaxy cluster members and improve photometric redshift estimates, enhancing understanding of large-scale structures in the local universe.

Contribution

The paper introduces an optimized pipeline for photometric redshift estimation using 12-band J-PLUS data, achieving high precision and identifying new cluster member candidates.

Findings

Achieved dz/(1+z)=0.01 photo-z accuracy for spectroscopic sample

Predicted dz/(1+z)=0.02-0.03 at fainter magnitudes

Identified up to 170 new potential cluster members

Abstract

We aim to use multi-band imaging from the Phase-3 Verification Data of the J-PLUS survey to derive accurate photometric redshifts (photo-z) and look for potential new members in the surroundings of the nearby galaxy clusters A2589 (z=0.0414) & A2593 (z=0.0440), using redshift probability distribution functions. The ultimate goal is to demonstrate the usefulness of a 12-band filter system in the study of large-scale structure in the local universe. We present an optimized pipeline for the estimation of photo-z in clusters of galaxies. We tested our photo-z with a sample of 296 spectroscopically confirmed cluster members with a magnitude of <r>= 16.6 and redshift <z>=0.041. The combination of seven narrow and five broadband filters with a typical photometric-depth of r<21.5 provides dz/(1+z)=0.01 photo-z estimates. A precision of dz/(1+z)=0.005 is obtained for the 177 galaxies brighter than magnitude r<17. To foresee the precision beyond the spectroscopic sample, we designed a set of simulations in which real cluster galaxies are modeled and reinjected inside the images at different signal-to-noise. A precision of dz/(1+z)=0.02 and dz/(1+z)=0.03 is expected at <r>= 18-22, respectively. Complementarily, we used SDSS/DR12 data to derive photo-z estimates for the same galaxy sample, demonstrating that the wavelength-resolution of the J-PLUS can double the precision achieved by SDSS for galaxies with a high S/N. We find as much as 170 new candidates across the entire field. The spatial distribution of these galaxies may suggest an overlap between the systems with no evidence of a clear filamentary structure connecting the clusters. These preliminary results show the potential of J-PLUS data to revisit membership of groups and clusters from nearby galaxies, important for the determination of luminosity and mass functions and environmental studies at the intermediate and low-mass regime.