This software detects outliers in ionosonde data.
It contains
and the three following filters:
This class collects functions to read specific ionosonde data files and returning dictionaries of this data.
This class filters ionosonde data with Filter Option 4 specified in the technical note TN_TG_07_03_14_IS_datenFilterung.docx by Tatjana Gerzen.
This is a translation of the MATLAB program IS_QualityCheck/MainIonosonde_QualityCheck.m by Tatjana Gerzen.
This class filters ionosonde data using the sklearn.covariance functions MinCovDet().fit() and reweight_covariance(). MCD simple uses only one ionospheric parameter (NmF2 or hmF2).
This class filters ionosonde data using the sklearn.covariance functions MinCovDet().fit() and reweight_covariance(). MCD_correlation uses both parameters (NmF2 and hmF2).