[PIPE2D-642] Stellar typing with SDSS broad-band data Created: 09/Oct/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 gr_sigmaclipRMS_wwou_v3.png    
Issue Links:
Blocks
blocks PIPE2D-538 Stellar typing using broad band photo... Done
Story Points: 4
Epic Link: flux calibration
Sprint: 2DDRP-2021 A
Reviewers: hassan

 Description   

Classify stellar types of HSC stellar objects with HSC broad band data and find the best fit template using SDSS photometries. Test a case without u-band.



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

The results of SDSS broad band stellar typing. I use 22 stars in Lee et al. (2011) which have no problems in SDSS photometry and meet the crude color selection criteria for F stars defined in PIPE2D-383. I test two cases: use the full filter set of ugriz and use only griz without u-band, to see an effectiveness of u-band in SED fitting.

This figure is the robust RMS of fractional residuals between an SDSS spectrum and the best fit template. The left panel is the case of the full filter set, while the right is one without u-band. The difference is not big. The mean RMSs are 3.6% and 3.9% for the full filter set and for griz, respectively. 

 

Comment by Takuji Yamashita [ 09/Oct/20 ]

The SDSS - AB mag offset was corrected using the offset derived by David Hogg (https://arxiv.org/abs/1711.01122).

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