ROTI maps of Greenland using kriging

IF 0.9 Q4 REMOTE SENSING Journal of Geodetic Science Pub Date : 2021-01-01 DOI:10.1515/jogs-2020-0123
S. Beeck, A. Jensen
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引用次数: 2

Abstract

Abstract GNSS satellite signals are affected by the media when traversing Earth’s atmosphere, and the performance of GNSS based positioning and navigation is correlated with these effects. In the ionosphere, the signals are affected by the number of electrons along the signal path which can be quantified by the total electron content. The focus of this article is scintillation effects caused by electrons in the Arctic ionosphere, and the rate of the total electron content index, the ROTI, is used as a measure of the scintillation. Data from permanent GNSS reference stations in Greenland is used to generate maps of the ROTI in Greenland, and the novelty of the work in this paper is the application of the ordinary kriging method as the basis for ROTI maps in the Arctic. Further, the choice of satellite constellations as well as the elevation mask used in the data analyses are analyzed and discussed. Also, the performance of using ordinary kriging for ROTI maps during times with both a low and a very high geomagnetic activity are discussed. The results show that ordinary kriging performs well during high geomagnetic activity, while during low activity the natural neighbor interpolation method is a better choice for the Arctic.
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使用克里格绘制的格陵兰岛ROTI地图
GNSS卫星信号在穿越地球大气层时受到介质的影响,GNSS定位导航的性能与这些影响密切相关。在电离层中,信号受沿信号路径的电子数的影响,这可以用总电子含量来量化。本文的重点是电子在北极电离层中引起的闪烁效应,并用总电子含量指数(ROTI)的速率作为闪烁的度量。利用格陵兰岛永久GNSS参考站的数据生成格陵兰岛ROTI地图,本文工作的新颖之处在于将普通克里格方法作为北极ROTI地图的基础。此外,还对卫星星座的选择以及数据分析中使用的仰角掩模进行了分析和讨论。此外,还讨论了在低地磁活动和高地磁活动时期使用普通克里格法绘制ROTI图的性能。结果表明,普通克里格插值方法在高地磁活动期间表现良好,而在低地磁活动期间,自然邻域插值方法是较好的选择。
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来源期刊
Journal of Geodetic Science
Journal of Geodetic Science REMOTE SENSING-
CiteScore
1.90
自引率
7.70%
发文量
3
审稿时长
14 weeks
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