From c535e4551b258c1235254ec16825a461f3db1de0 Mon Sep 17 00:00:00 2001 From: Dan Taranu Date: Mon, 25 Nov 2024 15:25:44 -0800 Subject: [PATCH] Add galaxy_photometry --- acronyms.tex | 2 +- galaxy_photometry.tex | 96 ++++++++++++++++++++- galaxy_photometry/cdfs_g_vs_DECaLS.png | Bin 0 -> 705969 bytes galaxy_photometry/cdfs_g_vs_desy3g.png | Bin 0 -> 607478 bytes galaxy_photometry/cdfs_g_vs_rmi_DECaLS.png | Bin 0 -> 620779 bytes galaxy_photometry/cdfs_g_vs_rmi_desy3g.png | Bin 0 -> 596059 bytes galaxy_photometry/cdfs_i_vs_DECaLS.png | Bin 0 -> 721148 bytes galaxy_photometry/cdfs_i_vs_HST_F775W.png | Bin 0 -> 669787 bytes galaxy_photometry/cdfs_r_vs_DECaLS.png | Bin 0 -> 734137 bytes galaxy_photometry/cdfs_r_vs_DECaLS_chi.png | Bin 0 -> 533303 bytes galaxy_photometry/cdfs_r_vs_desy3g.png | Bin 0 -> 635826 bytes galaxy_photometry/cdfs_r_vs_gmr_DECaLS.png | Bin 0 -> 532250 bytes 12 files changed, 96 insertions(+), 2 deletions(-) create mode 100644 galaxy_photometry/cdfs_g_vs_DECaLS.png create mode 100644 galaxy_photometry/cdfs_g_vs_desy3g.png create mode 100644 galaxy_photometry/cdfs_g_vs_rmi_DECaLS.png create mode 100644 galaxy_photometry/cdfs_g_vs_rmi_desy3g.png create mode 100644 galaxy_photometry/cdfs_i_vs_DECaLS.png create mode 100644 galaxy_photometry/cdfs_i_vs_HST_F775W.png create mode 100644 galaxy_photometry/cdfs_r_vs_DECaLS.png create mode 100644 galaxy_photometry/cdfs_r_vs_DECaLS_chi.png create mode 100644 galaxy_photometry/cdfs_r_vs_desy3g.png create mode 100644 galaxy_photometry/cdfs_r_vs_gmr_DECaLS.png diff --git a/acronyms.tex b/acronyms.tex index b3178f0..5c06232 100644 --- a/acronyms.tex +++ b/acronyms.tex @@ -3,7 +3,7 @@ \textbf{Acronym} & \textbf{Description} \\\hline 2D & Two-dimensional \\\hline -ADU & Analogue-to-Digital Unit \\\hline +ADU & Analog-to-Digital Unit \\\hline AOS & Active Optics System \\\hline CBP & Collimated Beam Projector \\\hline CNN & Convolutional Neural Network \\\hline diff --git a/galaxy_photometry.tex b/galaxy_photometry.tex index ca9f794..ca7c8eb 100644 --- a/galaxy_photometry.tex +++ b/galaxy_photometry.tex @@ -1,2 +1,96 @@ \section{Galaxy Photometry} -\label{sec:galaxy_photometry} \ No newline at end of file +\label{sec:galaxy_photometry} + +Galaxy photometry investigations so far have used the Extended Chandra Deep Field-South (ECDFS) due to the availability of public external reference data, including space-based imaging from the Hubble Space Telescope (HST). +Broadly, we have done (or soon will be doing) comparisons to matches against external catalogs and from synthetic source injection (SSI) in coadds. +Some preliminary investigations were done with visual inspection of external images. + +\subsection{Comparison to External Imaging} +\label{subsec:galaxy_photometry_external_imaging} + +We downloaded a subset of the Hubble Legacy Fields (HLF, \url{https://archive.stsci.edu/prepds/hlf/}) imaging for the GOODS-South field, which included programs covering the original Chandra Deep Field-South and parallel fields now part of ECDFS. +Significantly overlapping coverage is available in F435W, F606W, F775W and F814W, as well as four redder bands. +F775W is of particular interest for galaxy photometry since it was designed to match the SDSS i-band filter. + +Visual inspection of a particular group of photogenic galaxies in the HST imaging revealed an excess point source in the ComCam imaging from Nov. 8, which was subsequently found to match the position of an alert issued by several ZTF brokers in early September. +We experimented with using the HST image as a template for difference imaging by PSF matching and resampling to ComCam resolution. +This can be done relatively successfully on a per-object basis, but unfortunately, the image registration/warping for the HST images is too inconsistent to make it worthwhile on patch scales without re-warping one image or the other. + +Besides visual inspection, no other uses of or comparisons to external imaging have yet been demonstrated. +DM-47576 (\url{https://rubinobs.atlassian.net/browse/DM-47576}) has been informally assigned to an in-kind contributor to make loading and displaying HST images more convenient should a need arise. + +Joint modelling of space and ground imaging has been demonstrated with MultiProFit in COSMOS with the Subaru Hyper Suprime-Cam (HSC) and HST data on DM-46497 (\url{https://rubinobs.atlassian.net/browse/DM-46497}) but has not been attempted with ComCam data and is not considered a high priority, in part due to the aforementioned astrometry/warping issues. + +\subsection{Comparison to External Catalogs} +\label{subsec:galaxy_photometry_external_catalogs} + +DM-47234 (\url{https://rubinobs.atlassian.net/browse/DM-47234}) compared the tract 5063 20241120 DRP object table galaxy photometry with the latest HLF and Dark Energy Camera Legacy Survey DECaLS (DECaLS, \url{https://www.legacysurvey.org/decamls/}) catalogs. + +\begin{figure} + \label{fig:cdfs_i_vs_HST_F775W} + \includegraphics{galaxy_photometry/cdfs_i_vs_HST_F775W.png} + \caption{Difference between i-band CModel magnitudes and HST F775W magnitudes in ECDFS.} +\end{figure} + +Figure ~\ref{fig:cdfs_i_vs_HST_F775W} shows difference between i-band CModel magnitudes and the HLF HST F775W SourceExtractor magnitudes for both stars and galaxies, using the HST star-galaxy classification. +The median difference in both stellar and galaxy photometry is fairly flat across 19GL&Sd%rm9ZKq_vMIrA*D+pHqDdCsha z%w?Xv`?c2ltl!)7e*b*i_t&?!t>;-w?%_JG^E{4yI<99j*Dup;+Ovs7BGE})xhP8_ zt#=`j)`o0Yho2O@)@Z^130PcGwvaQuYhiuMOot?O%i^AqsfCgL?fq6dX6E{)CZ{+B zI8UC~uV-O#&s>m;%lO}4;50SU<*H{KJ%Bgac<+jeIf=x1i1B*C|Zy9*irA(fm?9K1%yl86T;LKlg zQLgcDhVr(YqE7awYcJA7u!Wo+xZ>v5#S$;D`_5g4cMM(qsXm5u=F=8e@D4%sN)DUTypB@$P%p)}>Uc zWXns-p(b97#${RN27zC7SGkT4{WVqH(DTmQ`_tmw#6VpHt(BD(RfsEZQueXgrAwC_ zrW%zdhnhW)O1%qFjJpvdpQc|QsgWu6$12ViNUkb;uMw}7d41!Cj+N@Vx^23;y6d*= z{c@Sb@skG=KeKY)78a3fE6YnQDLS;jfB)XGbEn_wF27T{v$H*(jNDqJ1l9E7l9F|2 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