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.

中文翻译：

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用于研究空间等离子体湍流和非线性动力学 (ODYN) 的开源软件分析工具。


我们设计并构建了一个多功能模块化软件库——ODYN——它包含了一整套先进的数据分析方法，旨在促进空间等离子体中的湍流、非线性动力学和复杂性的研究。 Python 编程语言用于模型和方法的算法实现，这些模型和方法旨在理解空间等离子体物理的基本现象，例如光谱分析元素、概率分布函数及其矩、多重分形分析或信息论。 ODYN 是一款开源软件分析工具，任何对湍流和非线性动力学分析感兴趣的用户都可以免费使用，并提供对大量空间测量、原位或模拟进行自动分析的工具，这一功能将 ODYN 与其他类似软件区分开来。软件。提供了用户友好的配置器，允许自定义分析方法的关键参数，这对于非程序员来说最有用。