Cargando…
Open‐Source Software Analysis Tool to Investigate Space Plasma Turbulence and Nonlinear DYNamics (ODYN)
We have designed and built a versatile modularized software library—ODYN—that wraps a comprehensive set of advanced data analysis methods meant to facilitate the study of turbulence, nonlinear dynamics, and complexity in space plasmas. The Python programming language is used for the algorithmic impl...
Autores principales: | , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7375156/ https://www.ncbi.nlm.nih.gov/pubmed/32715025 http://dx.doi.org/10.1029/2019EA001004 |
_version_ | 1783561829909266432 |
---|---|
author | Teodorescu, E. Echim, M.M. |
author_facet | Teodorescu, E. Echim, M.M. |
author_sort | Teodorescu, E. |
collection | PubMed |
description | We have designed and built a versatile modularized software library—ODYN—that wraps a comprehensive set of advanced data analysis methods meant to facilitate the study of turbulence, nonlinear dynamics, and complexity in space plasmas. The Python programming language is used for the algorithmic implementation of models and methods devised to understand fundamental phenomena of space plasma physics like elements of spectral analysis, probability distribution functions and their moments, multifractal analysis, or information theory. ODYN is an open‐source software analysis tool and freely available to any user interested in turbulence and nonlinear dynamics analysis and provides a tool to perform automatic analysis on large collections of space measurements, in situ or simulations, a feature that distinguishes ODYN from other similar software. A user‐friendly configurator is provided, which allows customization of key parameters of the analysis methods, most useful for nonprogrammers. |
format | Online Article Text |
id | pubmed-7375156 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-73751562020-07-23 Open‐Source Software Analysis Tool to Investigate Space Plasma Turbulence and Nonlinear DYNamics (ODYN) Teodorescu, E. Echim, M.M. Earth Space Sci Technical Reports: Methods We have designed and built a versatile modularized software library—ODYN—that wraps a comprehensive set of advanced data analysis methods meant to facilitate the study of turbulence, nonlinear dynamics, and complexity in space plasmas. The Python programming language is used for the algorithmic implementation of models and methods devised to understand fundamental phenomena of space plasma physics like elements of spectral analysis, probability distribution functions and their moments, multifractal analysis, or information theory. ODYN is an open‐source software analysis tool and freely available to any user interested in turbulence and nonlinear dynamics analysis and provides a tool to perform automatic analysis on large collections of space measurements, in situ or simulations, a feature that distinguishes ODYN from other similar software. A user‐friendly configurator is provided, which allows customization of key parameters of the analysis methods, most useful for nonprogrammers. John Wiley and Sons Inc. 2020-04-22 2020-04 /pmc/articles/PMC7375156/ /pubmed/32715025 http://dx.doi.org/10.1029/2019EA001004 Text en © 2020 The Authors. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Technical Reports: Methods Teodorescu, E. Echim, M.M. Open‐Source Software Analysis Tool to Investigate Space Plasma Turbulence and Nonlinear DYNamics (ODYN) |
title | Open‐Source Software Analysis Tool to Investigate Space Plasma Turbulence and Nonlinear DYNamics (ODYN) |
title_full | Open‐Source Software Analysis Tool to Investigate Space Plasma Turbulence and Nonlinear DYNamics (ODYN) |
title_fullStr | Open‐Source Software Analysis Tool to Investigate Space Plasma Turbulence and Nonlinear DYNamics (ODYN) |
title_full_unstemmed | Open‐Source Software Analysis Tool to Investigate Space Plasma Turbulence and Nonlinear DYNamics (ODYN) |
title_short | Open‐Source Software Analysis Tool to Investigate Space Plasma Turbulence and Nonlinear DYNamics (ODYN) |
title_sort | open‐source software analysis tool to investigate space plasma turbulence and nonlinear dynamics (odyn) |
topic | Technical Reports: Methods |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7375156/ https://www.ncbi.nlm.nih.gov/pubmed/32715025 http://dx.doi.org/10.1029/2019EA001004 |
work_keys_str_mv | AT teodorescue opensourcesoftwareanalysistooltoinvestigatespaceplasmaturbulenceandnonlineardynamicsodyn AT echimmm opensourcesoftwareanalysistooltoinvestigatespaceplasmaturbulenceandnonlineardynamicsodyn |