Check the application of the frequency mask
@vivien noted that the generated PSD+data plots shows the turn over at half the sampling frequency due to the windowing. This is a known artifact which we handle by applying a frequency mask to the data. We need to
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Check that the frequency mask is applied correctly everywhere -
Not sure the data outside the frequency mask in figures
A neat solution to bopth problems would be to not let the user ever access the unmased data. I.e., replace the ifo.strain_data.frequency_domain_data
with ifo.strain_data.frequency_domain_data[ifo.strain_data.frequency_mask]
by default. @moritz.huebner @colm.talbot is there any reason not to do this?