[SURVEY-8] Simulating a spectrum with a more realistic assumption of sky subtraction error Created: 28/Dec/18 Updated: 11/Jun/19 |
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| Status: | Open |
| Project: | Survey operation on planning and tracking |
| Component/s: | None |
| Affects Version/s: | None |
| Fix Version/s: | None |
| Type: | Task | Priority: | Major |
| Reporter: | naoyuki.tamura | Assignee: | Kiyoto Yabe |
| Resolution: | Unresolved | Votes: | 0 |
| Labels: | None | ||
| Remaining Estimate: | Not Specified | ||
| Time Spent: | Not Specified | ||
| Original Estimate: | Not Specified | ||
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| Description |
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The Chris Hirata's simulator (i.e. current ETC) allows a user to choose "sky subtraction error" as a parameter. But this accordingly adds a random error per detector pixel on top of simulated spectrum. Meanwhile, in the reality, sky subtraction error appears as a residual of sky spectrum and the amplitude of the residual varies from exposure to exposure depending on how wrongly the data are processed e.g. in the spectral calibration. To estimate the expected quality of a spectrum at a given integration time, it is crucial to simulate a spectrum in such a way as reasonably consistent with the reality. The key uncertainty in doing this is the amplitude of the sky residual at a given exposure, but perhaps a starting point is to assume that it randomly varies from exposure to exposure with a variance equal to a certain percentage (e.g. 0.5%, 1.0%) of sky. Possible modes of sky subtraction residual are:
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| Comments |
| Comment by Kiyoto Yabe [ 25/Jan/19 ] |
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Here is an interim report: What is done:
Below is an example of the resulting spectra with previous mode and the new mode: survey-8_new_mode_comparison.pdf (Top left) previous mode adding 1% sky subtraction error as a random noise. (Top right) new mode randomly adding sky subtraction residual in each exposure with the standard deviation of 1%. This is a good case that compensate residuals and overshooting. (Bottom left) The same as top right but there is much residual in the final spectrum. (Bottom right) The same as top right but there is much negative feature because the sky is over subtracted. |