psp-spectral-analysis

To perform spectral analysis on PSP magnetometer data, you run an end-to-end workflow that loads CDF files, converts epochs, and applies Welch PSD. This process is explicitly designed for high-precision analysis of PSP FIELDS magnetometer data.

Phase coherence extraction works by applying a bandpass filter to magnetometer data and using a Hilbert transform to extract phase. Circular statistics are then computed to quantify the coherence.

Yes, you can design control experiments to test the physicality of phase coherence results. The workflow provides explicit guidance for setting up these controls to validate magnetic data analysis outcomes.

You should use sosfiltfilt instead of filtfilt to maintain numerical stability during bandpass filtering for phase extraction. The workflow includes explicit notes recommending sosfiltfilt to prevent filtering errors.

The methodological hierarchy provides a structured framework for advanced analysis steps following initial spectral and phase extraction. It guides further investigation of PSP FIELDS magnetometer data.

No specific external dependencies are required. The workflow operates independently to handle CDF loading, epoch conversion, and spectral analysis without needing external library setups.