sherlockpipe.scoring.AverageSpectrumSignalSelector.AverageSpectrumSignalSelector
- class sherlockpipe.scoring.AverageSpectrumSignalSelector.AverageSpectrumSignalSelector
Bases:
SignalSelectorSelects the signal with best SNR by summing all the residuals from each detrend search and then computing the SDE.
- __init__()
Initialize the average-spectrum signal selector.
Methods
__init__()Initialize the average-spectrum signal selector.
select(id_run, sherlock_target, star_info, ...)Select the best signal by averaging the residuals of all detrended searches.
- select(id_run, sherlock_target, star_info, transits_min_count, time, lcs, transit_results, wl, cadence)
Select the best signal by averaging the residuals of all detrended searches.
The chi2 residuals from each detrended curve are averaged into a single spectrum, from which the SDE and maximum power period are computed.
Parameters
- id_runint
The current SHERLOCK run number.
- sherlock_targetSherlockTarget
The target configuration.
- star_infoStarInfo
The star information.
- transits_min_countint
The minimum number of transits required.
- timendarray
The time array of the light curve.
- lcsdict
Dictionary of detrended light curve flux arrays.
- transit_resultsdict
Dictionary mapping curve indices to TransitResult objects.
- wlfloat
The window length used for detrending.
- cadencefloat
The cadence of the observations.
Returns
- AvgSpectrumSignalSelection
The selection result with the averaged spectrum information.