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: Guo, Zihuai, Yao, Yibin, Kong, Jian, Chen, Gang, Zhou, Chen, Zhang, Qi, Shan, Lulu, Liu, Chen
Format: Text
Language:English
Published: MDPI 2021
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Online Access:http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7926740/
https://doi.org/10.3390/s21041551
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spelling ftpubmed:oai:pubmedcentral.nih.gov:7926740 2023-05-15T13:48:19+02:00 Accuracy Analysis of International Reference Ionosphere 2016 and NeQuick2 in the Antarctic Guo, Zihuai Yao, Yibin Kong, Jian Chen, Gang Zhou, Chen Zhang, Qi Shan, Lulu Liu, Chen 2021-02-23 http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7926740/ https://doi.org/10.3390/s21041551 en eng MDPI http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7926740/ http://dx.doi.org/10.3390/s21041551 © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). CC-BY Sensors (Basel) Article Text 2021 ftpubmed https://doi.org/10.3390/s21041551 2021-03-07T02:33:33Z 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 PubMed Central (PMC) Antarctic The Antarctic Sensors 21 4 1551
institution Open Polar
collection PubMed Central (PMC)
op_collection_id ftpubmed
language English
topic Article
spellingShingle Article
Guo, Zihuai
Yao, Yibin
Kong, Jian
Chen, Gang
Zhou, Chen
Zhang, Qi
Shan, Lulu
Liu, Chen
Accuracy Analysis of International Reference Ionosphere 2016 and NeQuick2 in the Antarctic
topic_facet Article
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 Guo, Zihuai
Yao, Yibin
Kong, Jian
Chen, Gang
Zhou, Chen
Zhang, Qi
Shan, Lulu
Liu, Chen
author_facet Guo, Zihuai
Yao, Yibin
Kong, Jian
Chen, Gang
Zhou, Chen
Zhang, Qi
Shan, Lulu
Liu, Chen
author_sort Guo, Zihuai
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 MDPI
publishDate 2021
url http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7926740/
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 (Basel)
op_relation http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7926740/
http://dx.doi.org/10.3390/s21041551
op_rights © 2021 by the authors.
Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
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container_title Sensors
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