AFINO (Automated Flare Inference of Oscillations)

Concise Description

A tool for finding oscillations in time series data.

Description

AFINO (Automated Flare Inference of Oscillations) is an automatable timeseries analysis code designed to identify oscillatory signatures. AFINO uses a Fourier-based model comparison approach. This code repository is a work in progress, and the functionality is provided as-is without guarantees.

Reference Publication

https://doi.org/10.3847/1538-4357/833/2/284

Authors

Andrew Inglis ( Catholic University of America , Goddard Space Flight Center )

Functionality

Data Processing and Analysis Analysis Processing Time Series Analysis Data Visualization 2D Graphics Line Plots Models and Simulations Data Guided Empirical Forward-Fitting

Technical Details

Programming Languages Python 3.x

Operating Systems Linux

CPU Architecture CPU Independent

Development Status WIP

Publication Date Jan 21, 2020

Publisher Zenodo

Data & File Formats

Input Formats FITS JSON

Output Formats JSON Other

Science Context

Related Phenomena Solar Flares

Related Regions Earth Magnetosphere Solar Environment Earth Inner Magnetosphere

Keywords

Bayesian Information Criterion data analysis Fourier analysis oscillations power spectral density pyhc package quasi-periodic pulsations time series analysis ultralow-frequency waves

Related Items

Related Publications

https://doi.org/10.1029/2017JA024877

https://doi.org/10.1029/2020JA027887

https://doi.org/10.1088/0004-637x/789/2/152

https://doi.org/10.1088/0004-637x/798/2/108

https://doi.org/10.3847/1538-4357/ab8d40

https://doi.org/10.3847/1538-4365/ab40b3

Licensing & Funding

License BSD 2-Clause "Simplified" License

Version Information

Current Version v1.0

Release Date Jul 01, 2024

Version DOI https://doi.org/10.5281/zenodo.12611255