Analyzing Rinex Data Files Using the Python Programming Language

IF 17.7 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2024-05-01 DOI:10.2478/jaes-2024-0021
A. Bălă, B.C. Drăgulescu, F. Brebu
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Abstract

The techniques and tools developed for geodetic determinations have made it possible, over the past half century, to carry out measurements using global navigation satellite systems. As the accuracy and precision of positioning solutions, such as Fast Static and RTK, improve through technological advances, more applications will become available that can provide users with positioning information over time, autonomously verify the integrity of transmitted data, and ensure sufficient accuracy for their intended purposes. In our study for the interpretation, analysis, and visualization of raw and/or processed RINEX GNSS data recorded over time at a geodetic point using the information available from the Fast Static technique, we used the GeoRinex library from the Python programming language. This library converts data to xarray.data set, for easy use in processing parameter sets, from Rinex files: of ROMPOS reference stations and of the new B10 point resulting from measurements using the Fast Static technique: pseudorange (C1, C2, P1, P2....), carrier phase (L1, L2,…), doppler (D1, D2....) and signal strength (S1, S2....). All this information will help us to analyse and interpret the degradation of the parameters associated with Rinex version 2.11 epoch positioning files 12.02.2023, time interval 12:00-14:00 (fast static) and to understand their accuracy and behavior in different environments. Based on this study, our aim was to evaluate the error in determining the positioning accuracy of the B10 point located in a crowded and heavily trafficked area, which allows sufficient coverage of the GNSS satellites.
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使用 Python 编程语言分析 Rinex 数据文件
在过去的半个世纪里,为大地测量开发的技术和工具使得利用全球导航卫星系统进行测量成为可能。随着技术的进步,快速静态和 RTK 等定位解决方案的准确度和精确度也在不断提高,将有更多的应用可以为用户提供长期定位信息,自动验证传输数据的完整性,并确保达到预期目的所需的足够精确度。在我们的研究中,我们使用 Python 编程语言中的 GeoRinex 库,利用快速静态技术提供的信息,对大地测量点随时间记录的原始和/或处理过的 RINEX GNSS 数据进行解释、分析和可视化。该库将数据转换为 xarray.data 集,以便于处理 Rinex 文件中的参数集:ROMPOS 基准站和使用快速静态技术测量得出的新 B10 点的参数集:伪距(C1、C2、P1、P2....)、载波相位(L1、L2......)、多普勒(D1、D2....)和信号强度(S1、S2....)。所有这些信息将帮助我们分析和解释与 Rinex 2.11 版历时定位文件 12.02.2023、时间间隔 12:00-14:00(快速静态)相关的参数退化情况,并了解其在不同环境中的精度和行为。在这项研究的基础上,我们的目标是评估在确定位于拥挤和交通繁忙地区的 B10 点的定位精度方面的误差,该地区允许全球导航卫星系统卫星充分覆盖。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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