watex.methods.em.EM.getfullfrequency#

EM.getfullfrequency(to_log10=False)[source]#

Get the frequency with clean data.

The full or plain frequency is array frequency with no missing data during the data collection. Note that when using Natural Source Audio-Magnetotellurics, some data are missing due to the weak of missing frequency at certain band especially in the attenuation band.

Parameters:: to_log10 (bool, default=False,) – export frequency to base 10 logarithm
Returns:: f – frequency with clean data. Out of attenuation band if survey is completed with Natural Source Audio-Magnetotellurics.
Return type:: Arraylike 1d of shape(N, )

See also

watex.utils.exmath.get_full_frequency: Get the complete frequency with no missing signals.

Example

>>> import watex as wx
>>> edi_sample = wx.fetch_data ('edis', return_data=True, samples = 12 )
>>> wx.EM().fit(edi_sample).getfullfrequency(to_log10 =True )
array([4.76937733, 4.71707639, 4.66477553, 4.61247466, 4.56017382,
       4.50787287, 4.45557204, 4.40327104, 4.35097021, 4.29866928,
       4.24636832, 4.19406761, 4.14176668, 4.08946565, 4.03716465,
       ...
       2.67734228, 2.62504479, 2.57274385, 2.52044423, 2.46814047,
       2.41584107, 2.36353677, 2.31124512, 2.25892448, 2.20663701,
       2.15433266, 2.10202186, 2.04972182, 1.99743007])