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Pan-STARRS1 photo-z and source catalogue now out #124

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smarttgit opened this issue Oct 14, 2020 · 1 comment
Open

Pan-STARRS1 photo-z and source catalogue now out #124

smarttgit opened this issue Oct 14, 2020 · 1 comment

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@smarttgit
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https://archive.stsci.edu/hlsp/ps1-strm

PS1-STRM is a neural network source classification and photometric redshift catalog created from the PanSTARRS1 (PS1) 3π DR1. Neural networks have been trained on a compilation of spectroscopic measurements, cross-matched with PS1. Based on PS1 forced mean photometry, a source is classified as galaxy, star, quasar, or unsure. For galaxies, photometric redshift estimation is performed, also yielding an estimate of redshift error via Monte-Carlo sampling. Sources lying outside the parameter coverage of the training set (i.e. extrapolated sources) are identified using self-organizing maps. Classification and photo-z results are provided for every source in the PS1 3π DR1 ForcedMeanObject table, a total of 2,902,054,648 objects. See the README file and the primary reference paper for a detailed description of the catalog metadata.

Will be big addition - no urgency, for Sherlock 3.0 !

@genghisken
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genghisken commented Oct 20, 2020

Excellent - another 2.9 billion objects in an easy to download CSV format. Shouldn't take too long to get this loaded.

@thespacedoctor thespacedoctor removed their assignment Dec 1, 2021
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