psp-spectral-analysis
CommunityAnalyze PSP FIELDS magnetometer data with precision and control
Data & Analytics#phase coherence#spectral analysis#magnetometer data analysis#CDF processing#control experiments
Authorhuangzesen
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill streamlines the complex process of analyzing PSP FIELDS magnetometer data, ensuring accurate and consistent results with control experiments and stability notes.
Core Features & Use Cases
- End-to-End Workflow: CDF loading, epoch conversion, Welch PSD, bandpass + Hilbert phase extraction, circular statistics, and control experiments.
- Numerical Stability: Offers notes on sosfiltfilt vs filtfilt for numerical stability.
- Control Experiment Design: Provides guidance on designing control experiments to test the physicality of phase coherence results.
- Methodological Hierarchy: Offers a comprehensive methodological hierarchy for further analysis.
Quick Start
Analyze the PSP FIELDS magnetometer data from 'psp_fld_l2_mag_rtn_YYYYMMDDHH_v02.cdf' by running the analysis workflow.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: psp-spectral-analysis Download link: https://github.com/huangzesen/zesen-huang/archive/main.zip#psp-spectral-analysis Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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