This repository includes several jupyter notebooks and MAST Query/CasJobs SQL queries, which were used to generate the PanSTARRS1 Point Source Catalog (PS1 PSC).
The results of this work have been written up in two different papers:
A Morphological Classification Model to Identify Unresolved PanSTARRS1 Sources: Application in the ZTF Real-time Pipeline. Tachibana & Miller, 2018, PASP, 130, 994
and
A Morphological Classification Model to Identify Unresolved PanSTARRS1 Sources II: Update to the PS1 Point Source Catalog. Miller & Hall, 2021, PASP, accepted
The repo is generally organized as follows:
- notebooks and queries for the original analysis of the PS1 data are in PS1casjobs/
- notebooks showing how well the model performs on gaia data are in gaia/
- the source material for the first paper is in paper/
- notebooks and queries for the PS1 PSC "update" are in catalog_update/
- the source material for the second paper is in paperII/