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A global model: Empirical orthogonal function analysis of total electron content 1999–2009 data

dc.contributor.authorA, Erchaen_US
dc.contributor.authorZhang, Dongheen_US
dc.contributor.authorRidley, Aaron J.en_US
dc.contributor.authorXiao, Zuoen_US
dc.contributor.authorHao, Yongqiangen_US
dc.date.accessioned2013-01-03T19:38:37Z
dc.date.available2013-05-01T17:24:41Zen_US
dc.date.issued2012-03en_US
dc.identifier.citationA, Ercha; Zhang, Donghe; Ridley, Aaron J.; Xiao, Zuo; Hao, Yongqiang (2012). "A global model: Empirical orthogonal function analysis of total electron content 1999–2009 data." Journal of Geophysical Research: Space Physics 117(A3): n/a-n/a. <http://hdl.handle.net/2027.42/94858>en_US
dc.identifier.issn0148-0227en_US
dc.identifier.issn2156-2202en_US
dc.identifier.urihttps://hdl.handle.net/2027.42/94858
dc.publisherWiley Periodicals, Inc.en_US
dc.publisherNat. Space Sci. Data Cent.en_US
dc.subject.otherTotal Electron Content (TEC)en_US
dc.subject.otherEmpirical Orthogonal Function (EOF)en_US
dc.subject.otherIonospheric Empirical Modelen_US
dc.titleA global model: Empirical orthogonal function analysis of total electron content 1999–2009 dataen_US
dc.typeArticleen_US
dc.rights.robotsIndexNoFollowen_US
dc.subject.hlbsecondlevelAstronomy and Astrophysicsen_US
dc.subject.hlbtoplevelScienceen_US
dc.description.peerreviewedPeer Revieweden_US
dc.contributor.affiliationumDepartment of Atmospheric, Oceanic, and Space Sciences, University of Michigan,Ann Arbor, Michigan,USAen_US
dc.contributor.affiliationotherState Key Laboratory of Space Weather, Chinese Academy of Sciences,Beijing,Chinaen_US
dc.contributor.affiliationotherInstitute of Space Physics and Applied Technology, Peking University,Beijing,Chinaen_US
dc.description.bitstreamurlhttp://deepblue.lib.umich.edu/bitstream/2027.42/94858/1/jgra21728.pdf
dc.identifier.doi10.1029/2011JA017238en_US
dc.identifier.sourceJournal of Geophysical Research: Space Physicsen_US
dc.identifier.citedreferenceRawer, K. ( 1963 ), Propagation of decameter waves (HF‐band), in Meteorological and Astronomical Influences on Radio Wave Propagation, edited by B. Landmark, pp. 221 – 250, Pergamon, Oxford, U. K.en_US
dc.identifier.citedreferencePearson, K. ( 1901 ), On lines and planes of closest fit to systems of points in space, Philos. Mag., 2, 559 – 572.en_US
dc.identifier.citedreferencePing, J., Y. Kono, K. Matsumoto, Y. Otsuka, A. Saito, C. Shum, K. Heki, and N. Kawano ( 2002 ), Regional ionosphere map over Japanese Islands, Earth Planet. Space, 54, e13 – e16.en_US
dc.identifier.citedreferencePoulter, E. M., and J. K. Hargreaves ( 1981 ), A harmonic analysis of ATS‐6 electron content observations at Lancaster, U.K. during 1975–6, Ann. Geophy., 37, 405 – 415.en_US
dc.identifier.citedreferenceRawer, K. (Ed.) ( 1984 ), Geophysics III, Encycl. Phys., vol. 7, pp. 389 – 391, Springer, New York.en_US
dc.identifier.citedreferenceRichards, P. C., J. A. Fennelly, and D. G. Torr ( 1994 ), EUVAC: A solar EUV flux model for aeronomic calculations, J. Geophys. Res., 99, 8981 – 8992, doi: 10.1029/94JA00518.en_US
dc.identifier.citedreferenceRishbeth, H., and M. Mendillo ( 2001 ), Patterns of F2‐layer variability, J. Atmos. Sol. Terr. Phys., 63, 1661 – 1680, doi: 10.1016/S1364‐6826(01)00036‐0.en_US
dc.identifier.citedreferenceSayin, I., F. Arikan, and O. Arikan ( 2008 ), Regional TEC mapping with Random Field Priors and Kriging, Radio Sci., 43, RS5012, doi: 10.1029/2007RS003786.en_US
dc.identifier.citedreferenceSchaer, S. ( 1999 ), Mapping and Predicting the Earth's Ionosphere Using the Global Positioning System, Geod. Geophys. Arb. Schweiz., vol. 59, Inst. für Geod. und Photogramm., Zurich, Switzerland.en_US
dc.identifier.citedreferenceSinger, W., and N. I. Dvinskikh ( 1991 ), Comparison of empirical models of ionospheric characteristics developed by means of different mapping methods, Adv. Space Res., 11 ( 10 ), 3 – 6, doi: 10.1016/0273‐1177(91)90311‐7.en_US
dc.identifier.citedreferenceStolle, C., S. Schlüter, S. Heise, C. Jacobi, N. Jakowski, S. Friedel, D. Kürschner, and H. Lühr ( 2005 ), GPS ionospheric imaging of the north polar ionosphere on 30 October 2003, Adv. Space Res., 36, 2201 – 2206, doi: 10.1016/j.asr.2005.08.047.en_US
dc.identifier.citedreferenceStorch, H., and F. W. Zwiers ( 1999 ), Statistical Analysis in Climate Research, 484 pp., Cambridge Univ. Press, Cambridge, U. K.en_US
dc.identifier.citedreferenceThayer, J. P., J. Lei, J. M. Forbes, E. K. Sutton, and R. S. Nerem ( 2008 ), Thermospheric density oscillations due to periodic solar wind high‐speed streams, J. Geophys. Res., 113, A06307, doi: 10.1029/2008JA013190.en_US
dc.identifier.citedreferenceUnnikrishnan, K., R. Balachandran Nair, and C. Venugopal ( 2002 ), Harmonic analysis and an empirical model for TEC over Palehua, J. Atmos. Sol. Terr. Phys., 64, 1833 – 1840, doi: 10.1016/S1364‐6826(02)00187‐6.en_US
dc.identifier.citedreferenceWan, W., L. Liu, and B. Ning ( 2008 a), Modeling the global ionospheric TEC with statistical eigen mode analysis, paper presented at 37th COSPAR Scientific Assembly, Comm. on Space Res., Montreal, Que., Canada.en_US
dc.identifier.citedreferenceWan, W., L. Liu, X. Pi, M.‐L. Zhang, B. Ning, J. Xiong, and F. Ding ( 2008 b), Wavenumber‐4 patterns of the total electron content over the low latitude ionosphere, Geophys. Res. Lett., 35, L12104, doi: 10.1029/2008GL033755.en_US
dc.identifier.citedreferenceWan, W., F. Ding, M. Zhang, L. Liu, and B. Ning ( 2012 ), Modeling the global ionospheric total electron content with empirical orthogonal function analysis, Sci. China, Ser. E, in press.en_US
dc.identifier.citedreferenceWilson, B. D., A. J. Mannucci, and C. D. Edwards ( 1995 ), Subdaily Northern Hemisphere ionospheric maps using an extensive network of GPS receivers, Radio Sci., 30, 639 – 648, doi: 10.1029/94RS03186.en_US
dc.identifier.citedreferenceXu, W., and Y. Kamide ( 2004 ), Decomposition of daily geomagnetic variations by using method of natural orthogonal component, J. Geophys. Res., 109, A05218, doi: 10.1029/2003JA010216.en_US
dc.identifier.citedreferenceZapfe, B., M. Materassi, C. Mitchell, and P. Spalla ( 2006 ), Imaging of the equatorial ionospheric anomaly over South America–A simulation study of total electron content, J. Atmos. Sol. Terr. Phys., 68, 1819 – 1833, doi: 10.1016/j.jastp.2006.05.025.en_US
dc.identifier.citedreferenceZhang, D. H., and Z. Xiao ( 2003 ), Study of the ionospheric total electron content response to the great flare on 15 April 2001 using the International GPS Service network for the whole sunlit hemisphere, J. Geophys. Res., 108 ( A8 ), 1330, doi: 10.1029/2002JA009822.en_US
dc.identifier.citedreferenceZhang, M., C. Liu, W. Wan, L. Liu, and B. Ning ( 2009 ), A global model of the ionospheric F2 peak height based on EOF analysis, Ann. Geophys., 27, 3203 – 3212, doi: 10.5194/angeo‐27‐3203‐2009.en_US
dc.identifier.citedreferenceZhang, M.‐L., C. Liu, W. Wan, L. Liu, and B. Ning ( 2010 ), Evaluation of global modeling of M(3000)F2 and hmF2 based on alternative empirical orthogonal function expansions, Adv. Space Res., 46, 1024 – 1031, doi: 10.1016/j.asr.2010.06.004.en_US
dc.identifier.citedreferenceZhao, B., W. Wan, L. Liu, X. Yue, and S. Venkatraman ( 2005 ), Statistical characteristics of the total ion density in the topside ionosphere during the period 1996–2004 using empirical orthogonal function (EOF) analysis, Ann. Geophys., 23, 3615 – 3631, doi: 10.5194/angeo‐23‐3615‐2005.en_US
dc.identifier.citedreferenceA, E., D.‐H. Zhang, Z. Xiao, Y.‐Q. Hao, A. J. Ridley, and M. Moldwin ( 2011 ), Modeling ionospheric fo F2 by using empirical orthogonal function analysis, Ann. Geophys., 29, 1501 – 1515, doi: 10.5194/angeo‐29‐1501‐2011.en_US
dc.identifier.citedreferenceAfraimovich, E. L., E. I. Astafyeva, A. V. Oinats, Y. V. Yasukevich, and I. V. Zhivetiev ( 2008 ), Global electron content: A new conception to track solar activity, Ann. Geophys., 26, 335 – 344, doi: 10.5194/angeo‐26‐335‐2008.en_US
dc.identifier.citedreferenceAzpilicueta, F., C. Brunini, and S. M. Radicella ( 2006 ), Global ionospheric maps from GPS observations using modip latitude, Adv. Space Res., 38, 2324 – 2331, doi: 10.1016/j.asr.2005.07.069.en_US
dc.identifier.citedreferenceBilitza, D. (Ed.) ( 1990 ), International Reference Ionosphere 1990, Rep. 90–22, Nat. Space Sci. Data Cent., Greenbelt, Md.en_US
dc.identifier.citedreferenceBilitza, D. ( 2001 ), International Reference Ionosphere 2000, Radio Sci., 36, 261 – 275, doi: 10.1029/2000RS002432.en_US
dc.identifier.citedreferenceBilitza, D. ( 2002 ), Ionospheric models for radio propagation studies, in The Review of Radio Science 1999–2002, edited by W. R. Stone, pp. 625 – 679, IEEE Press, Piscataway, N. J.en_US
dc.identifier.citedreferenceBouya, Z., M. Terkildsen, and D. Neudegg ( 2010 ), Regional GPS‐based ionospheric TEC model over Australia using Spherical Cap Harmonic Analysis, paper presented at 38th COSPAR Scientific Assembly, Comm. on Space Res., Bremen, Germany.en_US
dc.identifier.citedreferenceBradley, P. ( 1999 ), Prediction and retrospective ionospheric modelling over Europe (PRIME), Inf. Commun. Technol. COST Action Rep. 238, Eur. Coop. in Sci. and Technol., Rutherford Appleton Lab., Didcot, U. K.en_US
dc.identifier.citedreferenceDaniell, R. E., L. D. Brown, D. N. Anderson, M. W. Fox, P. H. Doherty, D. T. Decker, J. J. Sojka, and R. W. Schunk ( 1995 ), Parameterized ionospheric model: A global ionospheric parameterization based on first principles models, Radio Sci., 30, 1499 – 1510, doi: 10.1029/95RS01826.en_US
dc.identifier.citedreferenceDow, J. M., R. E. Neilan, and C. Rizos ( 2009 ), The International GNSS Service in a changing landscape of Global Navigation Satellite Systems, J. Geod., 83, 191 – 198, doi: 10.1007/s00190‐008‐0300‐3.en_US
dc.identifier.citedreferenceDvinskikh, N. I. ( 1988 ), Expansion of ionospheric characteristics fields in empirical orthogonal functions, Adv. Space Res., 8 ( 4 ), 179 – 187, doi: 10.1016/0273‐1177(88)90238‐4.en_US
dc.identifier.citedreferenceFejer, B. G., E. R. de Paula, R. A. Heelis, and W. B. Hanson ( 1995 ), Global equatorial ionospheric vertical plasma drifts measured by the AE‐E satellite, J. Geophys. Res., 100, 5769 – 5776, doi: 10.1029/94JA03240.en_US
dc.identifier.citedreferenceFeltens, J. ( 2007 ), Development of a new three‐dimensional mathematical ionosphere model at European Space Agency/European Space Operations Centre, Space Weather, 5, S12002, doi: 10.1029/2006SW000294.en_US
dc.identifier.citedreferenceFeltens, J., and S. Schaer ( 1998 ), IGS products for the ionosphere, IGS Position Paper, in IGS 1998 Analysis Center Workshop: Proceedings, edited by J. M. Dow, J. Kouba, and T. Springer, pp. 225 – 232, Eur. Space Oper. Cent., Darmstadt, Germany.en_US
dc.identifier.citedreferenceForbes, J. M., S. E. Palo, and X. Zhang ( 2000 ), Variability of the ionosphere, J. Atmos. Sol. Terr. Phys., 62 ( 8 ), 685 – 693, doi: 10.1016/S1364‐6826(00)00029‐8.en_US
dc.identifier.citedreferenceForbes, J. M., S. Bruinsma, and F. G. Lemoine ( 2006 ), Solar rotation effects on the thermospheres of Mars and Earth, Science, 312, 1366 – 1368, doi: 10.1126/science.1126389.en_US
dc.identifier.citedreferenceFuller‐Rowell, T. J., M. V. Codrescu, B. G. Fejer, W. Borer, F. Marcos, and D. N. Anderson ( 1997 ), Dynamics of the low‐latitude thermosphere: Quiet and disturbed conditions, J. Atmos. Sol. Terr. Phys., 59, 1533 – 1540, doi: 10.1016/S1364‐6826(96)00154‐X.en_US
dc.identifier.citedreferenceFuller‐Rowell, T., E. Araujo‐Pradere, C. Minter, M. Codrescu, P. Spencer, D. Robertson, and A. R. Jacobson ( 2006 ), US‐TEC: A new data assimilation product from the Space Environment Center characterizing the ionospheric total electron content using real‐time GPS data, Radio Sci., 41, RS6003, doi: 10.1029/2005RS003393.en_US
dc.identifier.citedreferenceGao, Y., P. Heroux, and J. Kouba ( 1994 ), Estimation of GPS receiver and satellite L1/L2 signal delay biases using data from CACS, paper presented at the International Symposium on Kinematic Systems in Geodesy, Geomatics, and Navigation, Univ. of Calgary, Banff, Alberta, Canada.en_US
dc.identifier.citedreferenceGe, S., et al. ( 2004 ), Comparison of TEC measurements from dual‐frequency space geodetic techniques, Eos Trans. AGU, 85 ( 47 ), Fall Meet. Suppl., Abstract G53A‐0118.en_US
dc.identifier.citedreferenceGrinsted, A., J. C. Moore, and S. Jevrejeva ( 2004 ), Application of the cross wavelet transform and wavelet coherence to geophysical time series, Nonlinear Processes Geophys., 11, 561 – 566.en_US
dc.identifier.citedreferenceGulyaeva, T. L. ( 1999 ), Regional analytical model of ionospheric total electron content: Monthly mean and standard deviation, Radio Sci., 34, 1507 – 1512, doi: 10.1029/1999RS900080.en_US
dc.identifier.citedreferenceHabarulema, J. B., L.‐A. McKinnell, and B. D. L. Opperman ( 2010 ), TEC measurements and modelling over Southern Africa during magnetic storms; a comparative analysis, J. Atmos. Sol. Terr. Phys., 72, 509 – 520, doi: 10.1016/j.jastp.2010.01.012.en_US
dc.identifier.citedreferenceHabarulema, J. B., L.‐A. McKinnell, and B. D. L. Opperman ( 2011 ), Regional GPS TEC modeling; Attempted spatial and temporal extrapolation of TEC using neural networks, J. Geophys. Res., 116, A04314, doi: 10.1029/2010JA016269.en_US
dc.identifier.citedreferenceHanbaba, R. ( 1999 ), Improved quality of services in ionospheric telecommunication systems planning and operation, Inf. Commun. Technol. COST Action Rep. 251, Eur. Coop. in Sci. and Technol., Space Res. Cent., Warsaw.en_US
dc.identifier.citedreferenceHernández‐Pajares, M., J. M. Juan, and J. Sanz ( 1997 ), High‐resolution TEC monitoring method using permanent ground GPS receivers, Geophys. Res. Lett., 24, 1643 – 1646, doi: 10.1029/97GL01591.en_US
dc.identifier.citedreferenceHernández‐Pajares, M., J. M. Juan, and J. Sanz ( 1999 ), New approaches in global ionospheric determination using ground GPS data, J. Atmos. Sol. Terr. Phys., 61, 1237 – 1247, doi: 10.1016/S1364‐6826(99)00054‐1.en_US
dc.identifier.citedreferenceHernández‐Pajares, M., J. M. Juan, J. Sanz, R. Orus, A. Garcia‐Rigo, J. Feltens, A. Komjathy, S. C. Schaer, and A. Krankowski ( 2009 ), The IGS VTEC maps: A reliable source of ionospheric information since 1998, J. Geod., 83, 263 – 275, doi: 10.1007/s00190‐008‐0266‐1.en_US
dc.identifier.citedreferenceHinteregger, H. E., D. E. Bedo, and J. E. Manson ( 1973 ), The EUV spectroheliometer on Atmosphere Explorer, Radio Sci., 8, 349 – 359, doi: 10.1029/RS008i004p00349.en_US
dc.identifier.citedreferenceHo, C. M., A. J. Mannucci, U. J. Lindqwister, X. Pi, and B. T. Tsurutani ( 1996 ), Global ionosphere perturbations monitored by the worldwide GPS network, Geophys. Res. Lett., 23, 3219 – 3222, doi: 10.1029/96GL02763.en_US
dc.identifier.citedreferenceIijima, B. A., I. L. Harris, C. M. Ho, U. J. Lindqwister, A. J. Mannucci, X. Pi, M. J. Reyes, L. C. Sparks, and B. D. Wilson ( 1999 ), Automated daily process for global ionospheric total electron content maps and satellite ocean altimeter ionospheric calibration based on Global Positioning System data, J. Atmos. Sol. Terr. Phys., 61, 1205 – 1218, doi: 10.1016/S1364‐6826(99)00067‐X.en_US
dc.identifier.citedreferenceJolliffe, I. T. ( 2002 ), Principal Component Analysis, 2 nd ed., Springer, New York.en_US
dc.identifier.citedreferenceLei, J., J. P. Thayer, J. M. Forbes, E. K. Sutton, and R. S. Nerem ( 2008 ), Rotating solar coronal holes and periodic modulation of the upper atmosphere, Geophys. Res. Lett., 35, L10109, doi: 10.1029/2008GL033875.en_US
dc.identifier.citedreferenceLiu, C., M.‐L. Zhang, W. Wan, L. Liu, and B. Ning ( 2008 ), Modeling M(3000)F2 based on empirical orthogonal function analysis method, Radio Sci., 43, RS1003, doi: 10.1029/2007RS003694.en_US
dc.identifier.citedreferenceLiu, L., W. Wan, B. Ning, O. M. Pirog, and V. I. Kurkin ( 2006 ), Solar activity variations of the ionospheric peak electron density, J. Geophys. Res., 111, A08304, doi: 10.1029/2006JA011598.en_US
dc.identifier.citedreferenceLiu, L., W. Wan, and H. Le ( 2011 ), Solar activity effects of the ionosphere: A brief review, Chin. Sci. Bull., 56, 1202 – 1211, doi: 10.1007/s11434‐010‐4226‐9.en_US
dc.identifier.citedreferenceLorenz, E. N. ( 1956 ), Empirical orthogonal functions and statistical weather prediction, Stat. Forecast Proj. Sci. Rep. 1, Air Res. and Dev. Command, Andrews Air Force Base, Md.en_US
dc.identifier.citedreferenceMannucci, A. J., B. D. Wilson, D. N. Yuan, C. H. Ho, U. J. Lindqwister, and T. F. Runge ( 1998 ), A global mapping technique for GPS‐derived ionospheric total electron content measurements, Radio Sci., 33, 565 – 582, doi: 10.1029/97RS02707.en_US
dc.identifier.citedreferenceMao, T., W. Wan, X. Yue, L. Sun, B. Zhao, and J. Guo ( 2008 ), An empirical orthogonal function model of total electron content over China, Radio Sci., 43, RS2009, doi: 10.1029/2007RS003629.en_US
dc.identifier.citedreferenceMarsh, D. R., S. C. Solomon, and A. E. Reynolds ( 2004 ), Empirical model of nitric oxide in the lower thermosphere, J. Geophys. Res., 109, A07301, doi: 10.1029/2003JA010199.en_US
dc.identifier.citedreferenceMaruyama, N., S. Watanabe, and T. J. Fuller‐Rowell ( 2003 ), Dynamic and energetic coupling in the equatorial ionosphere and thermosphere, J. Geophys. Res., 108 ( A11 ), 1396, doi: 10.1029/2002JA009599.en_US
dc.identifier.citedreferenceMatsuo, T., and J. M. Forbes ( 2010 ), Principal modes of thermospheric density variability: Empirical orthogonal function analysis of CHAMP 2001–2008 data, J. Geophys. Res., 115, A07309, doi: 10.1029/2009JA015109.en_US
dc.identifier.citedreferenceMatsuo, T., A. D. Richmond, and D. W. Nychka ( 2002 ), Modes of high‐latitude electric field variability derived from DE‐2 measurements: Empirical Orthogonal Function (EOF) analysis, Geophys. Res. Lett., 29 ( 7 ), 1107, doi: 10.1029/2001GL014077.en_US
dc.identifier.citedreferenceMatsuo, T., A. D. Richmond, and G. Lu ( 2005 ), Optimal interpolation analysis of high‐latitude ionospheric electrodynamics using empirical orthogonal functions: Estimation of dominant modes of variability and temporal scales of large‐scale electric fields, J. Geophys. Res., 110, A06301, doi: 10.1029/2004JA010531.en_US
dc.identifier.citedreferenceMendillo, M. ( 2006 ), Storms in the ionosphere: Patterns and processes for total electron content, Rev. Geophys., 44, RG4001, doi: 10.1029/2005RG000193.en_US
dc.identifier.citedreferenceNewell, P. T., C.‐I. Meng, and K. M. Lyons ( 1996 ), Suppression of discrete aurorae by sunlight, Nature, 381, 766 – 767, doi: 10.1038/381766a0.en_US
dc.identifier.citedreferenceOrús, R., M. Hernández‐Pajares, J. M. Juan, and J. Sanz ( 2005 ), Improvement of global ionospheric VTEC maps by using Kriging interpolation technique, J. Atmos. Sol. Terr. Phys., 67, 1598 – 1609, doi:10.1016/j.jastp.2005.07.017.en_US
dc.owningcollnameInterdisciplinary and Peer-Reviewed


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