Validating the performance of the Empirical Canadian High Arctic Ionospheric Model (E-CHAIM) with in situ observations from DMSP and CHAMP

The Empirical Canadian High Arctic Ionospheric Model (E-CHAIM) is a new empirical model of high latitude ionospheric electron density. While the introductory studies regarding E-CHAIM include validations, E-CHAIM’s topside model was notably excluded from independent validation using datasets not inc...

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Published in:Journal of Space Weather and Space Climate
Main Authors: Themens David R., Jayachandran P. Thayyil, McCaffrey Anthony M.
Format: Article in Journal/Newspaper
Language:English
Published: EDP Sciences 2019
Subjects:
Online Access:https://doi.org/10.1051/swsc/2019021
https://doaj.org/article/ee8f95e73f564a328cf0e7a348058448
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spelling ftdoajarticles:oai:doaj.org/article:ee8f95e73f564a328cf0e7a348058448 2023-05-15T15:00:32+02:00 Validating the performance of the Empirical Canadian High Arctic Ionospheric Model (E-CHAIM) with in situ observations from DMSP and CHAMP Themens David R. Jayachandran P. Thayyil McCaffrey Anthony M. 2019-01-01T00:00:00Z https://doi.org/10.1051/swsc/2019021 https://doaj.org/article/ee8f95e73f564a328cf0e7a348058448 EN eng EDP Sciences https://www.swsc-journal.org/articles/swsc/full_html/2019/01/swsc180072/swsc180072.html https://doaj.org/toc/2115-7251 2115-7251 doi:10.1051/swsc/2019021 https://doaj.org/article/ee8f95e73f564a328cf0e7a348058448 Journal of Space Weather and Space Climate, Vol 9, p A21 (2019) Ionosphere (auroral) Ionosphere (polar) Validation Radio Sciences Ionosphere (mid latitude) Meteorology. Climatology QC851-999 article 2019 ftdoajarticles https://doi.org/10.1051/swsc/2019021 2022-12-31T15:06:53Z The Empirical Canadian High Arctic Ionospheric Model (E-CHAIM) is a new empirical model of high latitude ionospheric electron density. While the introductory studies regarding E-CHAIM include validations, E-CHAIM’s topside model was notably excluded from independent validation using datasets not included in the model fitting. In this study, we undertake such a validation using in situ electron density observations from the Defense Meteorological Satellite Program (DMSP) constellation of satellites and the Challenging Mini-satellite Payload (CHAMP) mission. Through this validation, we show that E-CHAIM generally outperforms the International Reference Ionosphere (IRI) at DMSP orbit (~830 km altitude), with RMS errors of 8.3–9.8 × 109 e/m3 versus the IRI’s 1.2–1.3 × 1010 e/m3. E-CHAIM’s improvement over the IRI is consistent at all latitudes but is particularly noted in sub-auroral regions and is mainly limited to summer and equinox periods. At CHAMP orbit, E-CHAIM and the IRI are found to perform largely comparably, with E-CHAIM outperforming the IRI only marginally with RMS errors of 7.11 × 1010 e/m3 versus the IRI’s 7.48 × 1010 e/m3. This improvement is found to be largely constrained to sub-auroral latitudes with both models performing comparably at higher latitudes. An observed tendency for the IRI to overestimate electron density in the near-peak (at CHAMP orbit) and underestimate electron density at higher altitudes (DMSP orbit) appears to be consistent with previous work, which identified this pattern to result from shortcomings in the NeQuick topside function curvature at high latitudes. Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic Journal of Space Weather and Space Climate 9 A21
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Ionosphere (auroral)
Ionosphere (polar)
Validation
Radio Sciences
Ionosphere (mid latitude)
Meteorology. Climatology
QC851-999
spellingShingle Ionosphere (auroral)
Ionosphere (polar)
Validation
Radio Sciences
Ionosphere (mid latitude)
Meteorology. Climatology
QC851-999
Themens David R.
Jayachandran P. Thayyil
McCaffrey Anthony M.
Validating the performance of the Empirical Canadian High Arctic Ionospheric Model (E-CHAIM) with in situ observations from DMSP and CHAMP
topic_facet Ionosphere (auroral)
Ionosphere (polar)
Validation
Radio Sciences
Ionosphere (mid latitude)
Meteorology. Climatology
QC851-999
description The Empirical Canadian High Arctic Ionospheric Model (E-CHAIM) is a new empirical model of high latitude ionospheric electron density. While the introductory studies regarding E-CHAIM include validations, E-CHAIM’s topside model was notably excluded from independent validation using datasets not included in the model fitting. In this study, we undertake such a validation using in situ electron density observations from the Defense Meteorological Satellite Program (DMSP) constellation of satellites and the Challenging Mini-satellite Payload (CHAMP) mission. Through this validation, we show that E-CHAIM generally outperforms the International Reference Ionosphere (IRI) at DMSP orbit (~830 km altitude), with RMS errors of 8.3–9.8 × 109 e/m3 versus the IRI’s 1.2–1.3 × 1010 e/m3. E-CHAIM’s improvement over the IRI is consistent at all latitudes but is particularly noted in sub-auroral regions and is mainly limited to summer and equinox periods. At CHAMP orbit, E-CHAIM and the IRI are found to perform largely comparably, with E-CHAIM outperforming the IRI only marginally with RMS errors of 7.11 × 1010 e/m3 versus the IRI’s 7.48 × 1010 e/m3. This improvement is found to be largely constrained to sub-auroral latitudes with both models performing comparably at higher latitudes. An observed tendency for the IRI to overestimate electron density in the near-peak (at CHAMP orbit) and underestimate electron density at higher altitudes (DMSP orbit) appears to be consistent with previous work, which identified this pattern to result from shortcomings in the NeQuick topside function curvature at high latitudes.
format Article in Journal/Newspaper
author Themens David R.
Jayachandran P. Thayyil
McCaffrey Anthony M.
author_facet Themens David R.
Jayachandran P. Thayyil
McCaffrey Anthony M.
author_sort Themens David R.
title Validating the performance of the Empirical Canadian High Arctic Ionospheric Model (E-CHAIM) with in situ observations from DMSP and CHAMP
title_short Validating the performance of the Empirical Canadian High Arctic Ionospheric Model (E-CHAIM) with in situ observations from DMSP and CHAMP
title_full Validating the performance of the Empirical Canadian High Arctic Ionospheric Model (E-CHAIM) with in situ observations from DMSP and CHAMP
title_fullStr Validating the performance of the Empirical Canadian High Arctic Ionospheric Model (E-CHAIM) with in situ observations from DMSP and CHAMP
title_full_unstemmed Validating the performance of the Empirical Canadian High Arctic Ionospheric Model (E-CHAIM) with in situ observations from DMSP and CHAMP
title_sort validating the performance of the empirical canadian high arctic ionospheric model (e-chaim) with in situ observations from dmsp and champ
publisher EDP Sciences
publishDate 2019
url https://doi.org/10.1051/swsc/2019021
https://doaj.org/article/ee8f95e73f564a328cf0e7a348058448
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source Journal of Space Weather and Space Climate, Vol 9, p A21 (2019)
op_relation https://www.swsc-journal.org/articles/swsc/full_html/2019/01/swsc180072/swsc180072.html
https://doaj.org/toc/2115-7251
2115-7251
doi:10.1051/swsc/2019021
https://doaj.org/article/ee8f95e73f564a328cf0e7a348058448
op_doi https://doi.org/10.1051/swsc/2019021
container_title Journal of Space Weather and Space Climate
container_volume 9
container_start_page A21
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