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CEDAR-GEM Challenge for Systematic Assessment of Ionosphere/Thermosphere Models in Predicting TEC During the 2006 December Storm EventIn order to assess current modeling capability of reproducing storm impacts on total electron content (TEC), we considered quantities such as TEC, TEC changes compared to quiet time values, and the maximum value of the TEC and TEC changes during a storm. We compared the quantities obtained from ionospheric models against ground-based GPS TEC measurements during the 2006 AGU storm event (14-15 December 2006) in the selected eight longitude sectors. We used 15 simulations obtained from eight ionospheric models, including empirical, physics-based, coupled ionosphere-thermosphere, and data assimilation models. To quantitatively evaluate performance of the models in TEC prediction during the storm, we calculated skill scores such as RMS error, Normalized RMS error (NRMSE), ratio of the modeled to observed maximum increase (Yield), and the difference between the modeled peak time and observed peak time. Furthermore, to investigate latitudinal dependence of the performance of the models, the skill scores were calculated for five latitude regions. Our study shows that RMSE of TEC and TEC changes of the model simulations range from about 3 TECU (total electron content unit, 1 TECU = 1016 el m2) (in high latitudes) to about 13 TECU (in low latitudes), which is larger than latitudinal average GPS TEC error of about 2 TECU. Most model simulations predict TEC better than TEC changes in terms of NRMSE and the difference in peak time, while the opposite holds true in terms of Yield. Model performance strongly depends on the quantities considered, the type of metrics used, and the latitude considered.
Document ID
20180003451
Acquisition Source
Goddard Space Flight Center
Document Type
Reprint (Version printed in journal)
External Source(s)
Authors
Shim, J. S.
(Catholic Univ. of America Washington, DC, United States)
Rastaetter, L.
(NASA Goddard Space Flight Center Greenbelt, MD, United States)
Kuznetsova, M. M.
(NASA Goddard Space Flight Center Greenbelt, MD, United States)
Bilitza, D.
(George Mason Univ. Fairfax, VA, United States)
Codrescu, M.
(National Oceanic and Atmospheric Administration Boulder, CO, United States)
Coster, A. J.
(Northeast Radio Observatory Corp. Westford, MA, United States)
Emery, B. A.
(National Center for Atmospheric Research Boulder, CO, United States)
Fedrizzi, M.
(National Oceanic and Atmospheric Administration Boulder, CO, United States)
Foerster, M.
(GFZ German Research Centre for Geosciences Potsdam, Germany)
Fuller-Rowell, T. J.
(National Oceanic and Atmospheric Administration Boulder, CO, United States)
Gardner, L. C.
(Utah State Univ. Logan, UT, United States)
Goncharenko, L.
(Northeast Radio Observatory Corp. Westford, MA, United States)
Huba, J.
(Naval Research Lab. Washington, DC, United States)
McDonald, S. E.
(Naval Research Lab. Washington, DC, United States)
Mannucci, A. J.
(Jet Propulsion Lab., California Inst. of Tech. Pasadena, CA, United States)
Namgaladze, A. A.
(Murmansk Arctic State Univ. Murmansk, Russia)
Pi, X.
(Jet Propulsion Lab., California Inst. of Tech. Pasadena, CA, United States)
Prokhorov, B. E.
(GFZ German Research Centre for Geosciences Potsdam, Germany)
Ridley, A. J.
(Michigan Univ. Ann Arbor, MI, United States)
Scherliss, L.
(Utah State Univ. Logan, UT, United States)
Schunk, R. W.
(Utah State Univ. Logan, UT, United States)
Sojka, J. J.
(Utah State Univ. Logan, UT, United States)
Zhu, L.
(Utah State Univ. Logan, UT, United States)
Date Acquired
June 5, 2018
Publication Date
October 5, 2017
Publication Information
Publication: SPACE WEATHER
Publisher: American Geophysical Union (AGU)
Volume: 15
Issue: 10
ISSN: 1539-4956
e-ISSN: 1542-7390
Subject Category
Space Sciences (General)
Report/Patent Number
GSFC-E-DAA-TN51536
Funding Number(s)
CONTRACT_GRANT: NNG11PL10A
Distribution Limits
Public
Copyright
Other

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