[PIPE2D-383] Define crude criteria to select F-stars from HSC photometry Created: 07/Mar/19  Updated: 18/Sep/19  Resolved: 17/Sep/19

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

Type: Task Priority: Normal
Reporter: Masayuki Tanaka 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 HSCColorsSelection_W02_p_alpha_z0.png     PNG File HSCColorsSelection_W02_p_logg.png     PNG File HSCColorsSelection_W02_p_Teff.png     PNG File HSCColorsSelection_W02_p_Teff_zoomout.png     PNG File HSCColorsSelection_W02_p_z.png     PNG File HSCColorsSelection_W02_s_Teff.png    
Issue Links:
Relates
relates to PIPE2D-361 Select F-star candidates from the HSC... Done
Story Points: 1
Epic Link: flux calibration
Sprint: 2DDRP-2019 C, 2DDRP-2019 D, 2DDRP-2019 E, 2DDRP-2019 F, 2DDRP-2019 G
Reviewers: Masayuki Tanaka

 Description   

'What stars can we use for flux calibration?  Can we use F2V?  F9V?  K2V?' - this is not a trivial question and we need to carefully define a metric of good/bad.  This needs thinking, but for now, we just need a crude selection and perhaps we can define color cuts to select F1V-F9V stars?  Please leave comments if you have any thoughts on this.  We will revisit this issue in the future with a separate ticket (Tanaka is thinking that we can employ an probabilistic approach: e.g., if you have F3V, use it, but if not, accept K1V).



 Comments   
Comment by Takuji Yamashita [ 26/Apr/19 ]

The AMBRE templates have two models, plane-parallel (p) and spherical (s) geometries. In the p-model, we have four parameters: effective temperature (Teff) and log-gravity (logg), stellar metallicity ([Fe/H]), and alpha elements ([alpha/Fe]).
 
In the gri diagrams (HSCColorsSelection_W02_p_*png), the synthetic HSC colors of the p-models with Teff=6000 - 7300 K (equivalent to F-stars) are plotted.  The black dots are HSC stellar objects fetched from PIPE2D-382.  The "crude" color criteria to select F stars is defined by the green box, which is drawn by hand. The selection criteria enclose almost all the models. 
 
The selection lines pass through (g-r, r-i) = (0.06, -0.11), (0.41, 0.07), (0.02, -0.06), and (0.30, 0.13). Thus, the criteria are described as
r-i > 0.514 * g-r - 0.141
r-i < 0.679 * g-r - 0.074
r-i > -1.25 * g-r - 0.0350
r-i < -0.545 * g-r + 0.294
 
The parameter dependences of synthetic HSC colors are shown in color-color diagrams. The sequence of red-blue is formed by Teff, primarily. This sequence is magnified by log g at a fix Teff. The dispersion in a perpendicular direction to the red-blue sequence is made by stellar metallicity. [alpha/Fe] has a small effect on the colors.
 
In the s-model case (HSCColorsSelection_W02_s_Teff.png), the synthetic colors are shifted to bluer than the p-model. We need to consider how to handle these two models.
 
 

Comment by Takuji Yamashita [ 17/Sep/19 ]

The crude selection criteria is provided. This ticket is closed. The issue on the difference of the atmosphere models (parallel and sphere) will be studied in other tickets in the future.

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