solarspatialtools.synthirrad.cloudfield.get_timeseries_stats
- solarspatialtools.synthirrad.cloudfield.get_timeseries_stats(kt_ts, clear_threshold=0.95, plot=False)
Get the properties of a time series of kt values.
Parameters
- kt_tspandas.Series
The time series of kt values
- clear_thresholdfloat
The threshold in kt for what is considered clear
- plotbool
Whether to plot the wavelets
Returns
- ktmeanfloat
The mean of the time series
- kt_1_pctfloat
The 1st percentile of the time series
- ktmaxfloat
The maximum of the time series
- frac_clearfloat
The fraction of clear sky
- vsfloat
The variability score
- weightsnp.ndarray
The wavelet weights
- scaleslist
The timescales of the wavelets