openSkies -将航空数据集成到R生态系统中

R J. Pub Date : 2021-01-01 DOI:10.32614/rj-2021-095
Rafael Ayala, D. Ayala, L. S. Vidal, David Ruiz
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引用次数: 3

摘要

接下来,介绍了目前可用的可视化(空中可视化)工具(R Journal Vol. XX/YY, AAAA 20ZZ ISSN 2073-4859贡献研究文章2交通)和聚类(飞机轨迹聚类)。最后,提出了一种ADS-B原始报文解码工具(解码ADS-B报文)。在不同的部分中提供了带有实际数据的示例,以说明该包的特性。为了建立标准化的数据结构,作为未来在R中发展空中交通分析的基础,实现了一组代表经常涉及实体的R6类。之所以选择R6作为类系统,是因为它可以建立引用类的正式定义,而且与基R的引用类系统相比,R6的内存占用更小,对象实例化、字段访问和字段设置的速度更快。此外,R6类是可移植的,因此openSkies中定义的类可以被其他包使用。在其当前版本(1.1.3)中,openSkies为以下实体定义了类:飞机、机场、飞行实例、飞行路线、单个飞机状态向量和一系列飞机状态向量(图1)。
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openSkies - Integration of Aviation Data into the R Ecosystem
Aviation data has become increasingly more accessible to the public thanks to the adoption of technologies such as Automatic Dependent Surveillance-Broadcast (ADS-B) and Mode S, which provide aircraft information over publicly accessible radio channels. Furthermore, the OpenSky Network provides multiple public resources to access such air traffic data from a large network of ADS-B receivers. Here, we present openSkies , the first R package for processing public air traffic data. The package provides an interface to the OpenSky Network resources, standardized data structures to represent the different entities involved in air traffic data and functionalities to analyze and visualize such data. Furthermore, the portability of the implemented data structures makes openSkies easily reusable by other packages, therefore laying the foundation of aviation data engineering in R.
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