Yu Xiao, She Chengli, Zhen Weimin, Bruno Nava, Liu Dun, Yue Xinan, Ou Ming, Xu Jisheng
School of Electronic Information, Wuhan University, No. 129 Luoyu Road, Wuhan 430079, China ; China Research Institute of Radiowave Propagation, No. 36 Xianshandong Road, Qingdao 266107, China.
University of Chinese Academy of Sciences, Beijing 100029, China ; Key Laboratory of Earth and Planetary Physics, Institute of Geology and Geophysics, Chinese Academy of Sciences, Beijing 100029, China.
ScientificWorldJournal. 2015;2015:376702. doi: 10.1155/2015/376702. Epub 2015 Mar 1.
The global ionospheric maps (GIMs), generated by Jet Propulsion Laboratory (JPL) and Center for Orbit Determination in Europe (CODE) during a period over 13 years, have been adopted as the primary source of data to provide global ionospheric correction for possible single frequency positioning applications. The investigation aims to assess the performance of new NeQuick model, NeQuick 2, in predicting global total electron content (TEC) through ingesting the GIMs data from the previous day(s). The results show good performance of the GIMs-driven-NeQuick model with average 86% of vertical TEC error less than 10 TECU, when the global daily effective ionization indices (Az) versus modified dip latitude (MODIP) are constructed as a second order polynomial. The performance of GIMs-driven-NeQuick model presents variability with solar activity and behaves better during low solar activity years. The accuracy of TEC prediction can be improved further through performing a four-coefficient function expression of Az versus MODIP. As more measurements from earlier days are involved in the Az optimization procedure, the accuracy may decrease. The results also reveal that more efforts are needed to improve the NeQuick 2 model capabilities to represent the ionosphere in the equatorial and high-latitude regions.
喷气推进实验室(JPL)和欧洲轨道确定中心(CODE)在13年多的时间里生成的全球电离层图(GIM),已被用作主要数据源,为可能的单频定位应用提供全球电离层校正。该研究旨在通过摄取前一天的GIM数据,评估新的NeQuick模型NeQuick 2在预测全球总电子含量(TEC)方面的性能。结果表明,当将全球每日有效电离指数(Az)与修正磁纬(MODIP)构建为二阶多项式时,由GIM驱动的NeQuick模型表现良好,垂直TEC误差平均86%小于10 TECU。由GIM驱动的NeQuick模型的性能随太阳活动而变化,在太阳活动低年表现更好。通过对Az与MODIP进行四系数函数表达,可进一步提高TEC预测的准确性。随着Az优化过程中涉及更多早期测量数据,准确性可能会降低。结果还表明,需要做出更多努力来提高NeQuick 2模型在赤道和高纬度地区表征电离层的能力。