[PIPE2D-538] Stellar typing using broad band photometries Created: 07/Apr/20  Updated: 05/Jan/21  Resolved: 13/Oct/20

Status: Done
Project: DRP 2-D Pipeline
Component/s: None
Affects Version/s: None
Fix Version/s: None

Type: Story Priority: Normal
Reporter: Takuji Yamashita Assignee: Takuji Yamashita
Resolution: Done Votes: 0
Labels: flux-calibration
Remaining Estimate: Not Specified
Time Spent: Not Specified
Original Estimate: Not Specified

Attachments: PNG File sigmaclippingRMS_gr_commonSample.png     PNG File stats_sigmclipRMS.png    
Issue Links:
Blocks
is blocked by PIPE2D-539 Stellar typing with HSC broad-band data Done
is blocked by PIPE2D-634 Stellar typing with Gaia broad-band data Done
is blocked by PIPE2D-642 Stellar typing with SDSS broad-band data Done
Sprint: 2DDRP-2021 A
Reviewers: hassan

 Description   

This is a collection of stories/tasks for broad-band stellar typing. 



 Comments   
Comment by Takuji Yamashita [ 09/Oct/20 ]

This is a figure including all the cases of broad band stellar typing using PS1, SDSS, and Gaia. The sample consists of 22 stars with no photometry problems in all the catalogs. The stars meet the crude color selection for F-stars defined in PIPE2D-383

There are five cases that use a different photometry set: PS1 grizy, PS1 grizy + SDSS u-band, SDSS ugriz, SDSS griz (without u), Gaia GBpRp.

The robust (sigma clipping) RMSs of fractional residuals of each case are about 3-4%. There is no big difference among the cases. If we add SDSS-u to PS1, we can get a bit better result. 

The largest RMS at PS1 g-r~0.33 is due to a double peak of its probability distribution in log g. This could be improved by a spectral typing. 

 

 

Comment by Takuji Yamashita [ 13/Oct/20 ]

We can close this ticket and all of the blocking tickets. There were no concerns in 2DDRP telecons. In the future, we will revisit broad band stellar typing tasks (new tickets) to do the code implementation and to fix problems (if needed).

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