Survey Papers
| Title | Reference |
|---|---|
| The Dark Energy Camera Plane Survey 2 (DECaPS2): More Sky, Less Bias, and Better Uncertainties | Saydjari et al. (2022) |
| The DECam Plane Survey: Optical photometry of two billion objects in the southern Galactic plane | Schlafly et al. (2017) |
Methods Papers
| Title | Reference |
|---|---|
| Photometry on Structured Backgrounds: Local Pixelwise Infilling by Regression | Saydjari and Finkbeiner (2022) |
crowdsource v2 Pipeline Paper | Saydjari and Schlafly (in prep) |
Open Source Code
| Code | Description | |
|---|---|---|
| crowdsource | Photometric pipeline for crowded field photometry that simulatenously fits the positions and fluxes of all sources in the image. The pipeline using a smooth background model, estimates a variable PSF across a given CCD image, and uses a CNN to detect and change behavior in the presence of nebulosity. In the newest version used for DECaPS2, an synthetic source injection module was added. |  |
| CloudCovErr.jl | Postprocessing code using residuals and PSF models from a photometric pipeline to correct the flux and flux uncertainties of reported sources resulting from unmodeled correlations in the backgrond. At a high level, CloudCovErr.jl is interpolating the background behind the source using a method similar to Gaussian process regression. |  |