Accuracy Analysis of International Reference Ionosphere 2016 and NeQuick2 in the Antarctic

Global navigation satellite system (GNSS) can provide dual-frequency observation data, which can be used to effectively calculate total electron content (TEC). Numerical studies have utilized GNSS-derived TEC to evaluate the accuracy of ionospheric empirical models, such as the International Referen...

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Published in:Sensors
Main Authors: Zihuai Guo, Yibin Yao, Jian Kong, Gang Chen, Chen Zhou, Qi Zhang, Lulu Shan, Chen Liu
Format: Text
Language:English
Published: Multidisciplinary Digital Publishing Institute 2021
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Online Access:https://doi.org/10.3390/s21041551
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spelling ftmdpi:oai:mdpi.com:/1424-8220/21/4/1551/ 2023-08-20T04:02:25+02:00 Accuracy Analysis of International Reference Ionosphere 2016 and NeQuick2 in the Antarctic Zihuai Guo Yibin Yao Jian Kong Gang Chen Chen Zhou Qi Zhang Lulu Shan Chen Liu 2021-02-23 application/pdf https://doi.org/10.3390/s21041551 EN eng Multidisciplinary Digital Publishing Institute Remote Sensors https://dx.doi.org/10.3390/s21041551 https://creativecommons.org/licenses/by/4.0/ Sensors; Volume 21; Issue 4; Pages: 1551 International Reference Ionosphere model NeQuick model Antarctic GNSS STEC accuracy analysis Text 2021 ftmdpi https://doi.org/10.3390/s21041551 2023-08-01T01:08:00Z Global navigation satellite system (GNSS) can provide dual-frequency observation data, which can be used to effectively calculate total electron content (TEC). Numerical studies have utilized GNSS-derived TEC to evaluate the accuracy of ionospheric empirical models, such as the International Reference Ionosphere model (IRI) and the NeQuick model. However, most studies have evaluated vertical TEC rather than slant TEC (STEC), which resulted in the introduction of projection error. Furthermore, since there are few GNSS observation stations available in the Antarctic region and most are concentrated in the Antarctic continent edge, it is difficult to evaluate modeling accuracy within the entire Antarctic range. Considering these problems, in this study, GNSS STEC was calculated using dual-frequency observation data from stations that almost covered the Antarctic continent. By comparison with GNSS STEC, the accuracy of IRI-2016 and NeQuick2 at different latitudes and different solar radiation was evaluated during 2016–2017. The numerical results showed the following. (1) Both IRI-2016 and NeQuick2 underestimated the STEC. Since IRI-2016 utilizes new models to represent the F2-peak height (hmF2) directly, the IRI-2016 STEC is closer to GNSS STEC than NeQuick2. This conclusion was also confirmed by the Constellation Observing System for Meteorology Ionosphere and Climate (COSMIC) occultation data. (2) The differences in STEC of the two models are both normally distributed, and the NeQuick2 STEC is systematically biased as solar radiation increases. (3) The root mean square error (RMSE) of the IRI-2016 STEC is smaller than that of the NeQuick2 model, and the RMSE of the two modeling STEC increases with solar radiation intensity. Since IRI-2016 relies on new hmF2 models, it is more stable than NeQuick2. Text Antarc* Antarctic MDPI Open Access Publishing Antarctic The Antarctic Sensors 21 4 1551
institution Open Polar
collection MDPI Open Access Publishing
op_collection_id ftmdpi
language English
topic International Reference Ionosphere model
NeQuick model
Antarctic
GNSS STEC
accuracy analysis
spellingShingle International Reference Ionosphere model
NeQuick model
Antarctic
GNSS STEC
accuracy analysis
Zihuai Guo
Yibin Yao
Jian Kong
Gang Chen
Chen Zhou
Qi Zhang
Lulu Shan
Chen Liu
Accuracy Analysis of International Reference Ionosphere 2016 and NeQuick2 in the Antarctic
topic_facet International Reference Ionosphere model
NeQuick model
Antarctic
GNSS STEC
accuracy analysis
description Global navigation satellite system (GNSS) can provide dual-frequency observation data, which can be used to effectively calculate total electron content (TEC). Numerical studies have utilized GNSS-derived TEC to evaluate the accuracy of ionospheric empirical models, such as the International Reference Ionosphere model (IRI) and the NeQuick model. However, most studies have evaluated vertical TEC rather than slant TEC (STEC), which resulted in the introduction of projection error. Furthermore, since there are few GNSS observation stations available in the Antarctic region and most are concentrated in the Antarctic continent edge, it is difficult to evaluate modeling accuracy within the entire Antarctic range. Considering these problems, in this study, GNSS STEC was calculated using dual-frequency observation data from stations that almost covered the Antarctic continent. By comparison with GNSS STEC, the accuracy of IRI-2016 and NeQuick2 at different latitudes and different solar radiation was evaluated during 2016–2017. The numerical results showed the following. (1) Both IRI-2016 and NeQuick2 underestimated the STEC. Since IRI-2016 utilizes new models to represent the F2-peak height (hmF2) directly, the IRI-2016 STEC is closer to GNSS STEC than NeQuick2. This conclusion was also confirmed by the Constellation Observing System for Meteorology Ionosphere and Climate (COSMIC) occultation data. (2) The differences in STEC of the two models are both normally distributed, and the NeQuick2 STEC is systematically biased as solar radiation increases. (3) The root mean square error (RMSE) of the IRI-2016 STEC is smaller than that of the NeQuick2 model, and the RMSE of the two modeling STEC increases with solar radiation intensity. Since IRI-2016 relies on new hmF2 models, it is more stable than NeQuick2.
format Text
author Zihuai Guo
Yibin Yao
Jian Kong
Gang Chen
Chen Zhou
Qi Zhang
Lulu Shan
Chen Liu
author_facet Zihuai Guo
Yibin Yao
Jian Kong
Gang Chen
Chen Zhou
Qi Zhang
Lulu Shan
Chen Liu
author_sort Zihuai Guo
title Accuracy Analysis of International Reference Ionosphere 2016 and NeQuick2 in the Antarctic
title_short Accuracy Analysis of International Reference Ionosphere 2016 and NeQuick2 in the Antarctic
title_full Accuracy Analysis of International Reference Ionosphere 2016 and NeQuick2 in the Antarctic
title_fullStr Accuracy Analysis of International Reference Ionosphere 2016 and NeQuick2 in the Antarctic
title_full_unstemmed Accuracy Analysis of International Reference Ionosphere 2016 and NeQuick2 in the Antarctic
title_sort accuracy analysis of international reference ionosphere 2016 and nequick2 in the antarctic
publisher Multidisciplinary Digital Publishing Institute
publishDate 2021
url https://doi.org/10.3390/s21041551
geographic Antarctic
The Antarctic
geographic_facet Antarctic
The Antarctic
genre Antarc*
Antarctic
genre_facet Antarc*
Antarctic
op_source Sensors; Volume 21; Issue 4; Pages: 1551
op_relation Remote Sensors
https://dx.doi.org/10.3390/s21041551
op_rights https://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.3390/s21041551
container_title Sensors
container_volume 21
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