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Temporal Evolution of Solar Energetic Particle Spectra

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Abstract

During solar flares and coronal mass ejections, Solar Energetic Particles (SEPs) may be released into the interplanetary medium and near-Earth locations. The energy spectra of SEP events at 1 AU are typically averaged over the entire event or studied in a few snapshots. In this article we analyze the time evolution of the energy spectra of four large selected SEP events using a large number of snapshots. We use a multi-spacecraft and multi-instrument approach for the observations, obtained over a wide SEP energy range. We find large differences in the spectra at the beginning of the events as measured by different instruments. We show that over time, a wave-like structure is observed traveling through the spectra from the highest energies to the lowest energies, creating an “arch” shape that then straightens into a power law later in the event, after times on the order of 10 hours. We discuss the processes that determine SEP intensities and their role in shaping the spectral time evolution.

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Notes

  1. See http://cdaw.gsfc.nasa.gov/index.html .

  2. See http://www.helio-vo.eu .

References

  • Belov, A.V., Bieber, J.W., Eroshenko, E.A., Evenson, P., Gvozdevsky, B.B., Pchelkin, V.V., Pyle, R., Vashenyuk, V.E., Yanke, V.G.: 2001, The ”Bastille Day”; GLE 14 July, 2000 as observed by the worldwide neutron monitor network. In: International Cosmic Ray Conference 8, 3446. ADS .

    Google Scholar 

  • Bieber, J.W., Dröge, W., Evenson, P.A., Pyle, R., Ruffolo, D., Pinsook, U., Tooprakai, P., Rujiwarodom, M., Khumlumlert, T., Krucker, S.: 2002, Energetic particle observations during the 2000 July 14 solar event. Astrophys. J. 567, 622. ADS , DOI .

    Article  ADS  Google Scholar 

  • Bombardieri, D.J., Duldig, M.L., Michael, K.J., Humble, J.E.: 2006, Relativistic proton production during the 2000 July 14 solar event: the case for multiple source mechanisms. Astrophys. J. 644, 565. ADS , DOI .

    Article  ADS  Google Scholar 

  • Burlaga, L., Lepping, R., Weber, R., Armstrong, T., Goodrich, C., Sullivan, J., Gurnett, D., Kellogg, P., Keppler, E., Mariani, F.: 1980, Interplanetary particles and fields, November 22 to December 6, 1977 – Helios, Voyager and Imp observations between 0.6 and 1.6 AU. J. Geophys. Res. 85, 2227. ADS , DOI .

    Article  ADS  Google Scholar 

  • Cane, H.V., Reames, D.V., von Rosenvinge, T.T.: 1988, The role of interplanetary shocks in the longitude distribution of solar energetic particles. J. Geophys. Res. 93, 9555. ADS , DOI .

    Article  ADS  Google Scholar 

  • Chambon, G., Hurley, K., Niel, M., Talon, R., Vedrenne, G., Estulin, I.V., Likin, O.B.: 1981, The November 22, 1977 solar flare – Evidence for 2.23 and 4.43 MeV line emission from the Signe 2MP experiment. Solar Phys. 69, 147. ADS , DOI .

    Article  ADS  Google Scholar 

  • Crosby, N., Heynderickx, D., Jiggens, P.: 2013, ESA’s Solar Energetic Particle Environment Modelling (SEPEM) application server, a www interface to solar energetic particle data. ESA Contract No: 20162/06/NL/JD, Sepem reference proton data set. http://dev.sepem.oma.be .

  • Crosby, N., Heynderickx, D., Jiggens, P., Aran, A., Sanahuja, B., Truscott, P., Lei, F., Jacobs, C., Poedts, S., Gabriel, S., Sandberg, I., Glover, A., Hilgers, A.: 2015, Sepem: A tool for statistical modeling the solar energetic particle environment. Space Weather 13(7), 406. 2013SW001008 http://dx.doi.org/10.1002/2013SW001008 . DOI .

    Article  ADS  Google Scholar 

  • Dalla, S., Agueda, N.: 2010, Role of latitude of source region in Solar Energetic Particle events. In: Twelfth International Solar Wind Conference 1216, 613. ADS , DOI .

    Google Scholar 

  • Dalla, S., Marsh, M.S., Laitinen, T.: 2015, Drift-induced deceleration of solar energetic particles. Astrophys. J. 808, 62. ADS , DOI .

    Article  ADS  Google Scholar 

  • Dalla, S., Marsh, M.S., Kelly, J., Laitinen, T.: 2013, Solar energetic particle drifts in the Parker spiral. J. Geophys. Res. 118(10), 5979. DOI . http://onlinelibrary.wiley.com/doi/10.1002/jgra.50589/abstract .

    Article  Google Scholar 

  • D’Andrea, C.P., Poirier, J.: 2003, A study of the ground level event of April 15, 2001 with GRAND. In: International Cosmic Ray Conference 6, 3423. ADS .

    Google Scholar 

  • Dresing, N., Gómez-Herrero, R., Heber, B., Klassen, A., Malandraki, O., Dröge, W., Kartavykh, Y.: 2014, Statistical survey of widely spread out solar electron events observed with STEREO and ACE with special attention to anisotropies. Astron. Astrophys. 567, A27. ADS , DOI .

    Article  ADS  Google Scholar 

  • Fenton, A.G., Fenton, K.B., Humble, J.E.: 1978, Solar flare increase of cosmic ray intensity on November 22, 1977. Proc. Astron. Soc. Aust. 3, 238. ADS .

    Article  ADS  Google Scholar 

  • Gombosi, I.T., Kecskeméty, N., Merényl, L., Táirallyay, M., Kurt, V.G., Logachev, Y.I., Stolpovskii, V.G., Trebukhovskaya, G.A.: 1979, Propagation of energetic particles during the November 22, 1977 event. In: International Cosmic Ray Conference 5, 163. ADS .

    Google Scholar 

  • Gopalswamy, N., Yashiro, S., Kaiser, M.L., Howard, R.A.: 2003, Coronal mass ejection interaction and particle acceleration during the 2001 April 14 15 events. Adv. Space Res. 32, 2613. ADS , DOI .

    Article  ADS  Google Scholar 

  • Huttunen-Heikinmaa, K., Valtonen, E.: 2009, Interplanetary fast forward shocks and energetic storm particle events above 1.5 MeV. Ann. Geophys. 27, 767. ADS , DOI .

    Article  ADS  Google Scholar 

  • Johnson, A.S., Golightly, M.J., Lin, T., Semones, E.J., Shelfer, T., Weyland, M.D., Zapp, E.N.: 2006, A comparison of measurements and predictions for the April 15 and April 18, 2001 solar proton events. Adv. Space Res. 37, 1678. ADS , DOI .

    Article  ADS  Google Scholar 

  • Kallenrode, M.-B., Wibberenz, G., Kunow, H., Müller-Mellin, R., Stolpovskii, V., Kontor, N.: 1993, Multi-spacecraft observations of particle events and interplanetary shocks during November/December 1982. Solar Phys. 147, 377. ADS , DOI .

    Article  ADS  Google Scholar 

  • Kelly, J., Dalla, S., Laitinen, T.: 2012, Cross-field transport of solar energetic particles in a large-scale fluctuating magnetic field. Astrophys. J. 750, 47. ADS , DOI .

    Article  ADS  Google Scholar 

  • Klein, K.-L., Trottet, G., Lantos, P., Delaboudinière, J.-P.: 2001, Coronal electron acceleration and relativistic proton production during the 14 July 2000 flare and CME. Astron. Astrophys. 373, 1073. ADS , DOI .

    Article  ADS  Google Scholar 

  • Komori, H.: 1979, An analysis of relativistic cosmic ray increase on 22ND November 1977. In: International Cosmic Ray Conference 4, 19. ADS .

    Google Scholar 

  • Kóta, J.: 1979, Drift – the essential process in losing energy. In: International Cosmic Ray Conference 3, 13. ADS .

    Google Scholar 

  • Laurenza, M., Consolini, G., Storini, M., Damiani, A.: 2012, A Shannon entropy approach to the temporal evolution of SEP energy spectrum. Astrophys. Space Sci. Trans. 8, 19. ADS , DOI .

    Article  ADS  Google Scholar 

  • Li, G., Zank, G.P., Verkhoglyadova, O., Mewaldt, R.A., Cohen, C.M.S., Mason, G.M., Desai, M.I.: 2009, Shock geometry and spectral breaks in large SEP events. Astrophys. J. 702, 998. ADS , DOI .

    Article  ADS  Google Scholar 

  • Lin, R.P., Anderson, K.A., Ashford, S., Carlson, C., Curtis, D., Ergun, R., Larson, D., McFadden, J., McCarthy, M., Parks, G.K., Rème, H., Bosqued, J.M., Coutelier, J., Cotin, F., D’Uston, C., Wenzel, K.-P., Sanderson, T.R., Henrion, J., Ronnet, J.C., Paschmann, G.: 1995, A three-dimensional plasma and energetic particle investigation for the wind spacecraft. Space Sci. Rev. 71, 125. ADS , DOI .

    Article  ADS  Google Scholar 

  • Liu, Y.D., Richardson, J.D., Wang, C., Luhmann, J.G.: 2014, Propagation of the 2012 March coronal mass ejections from the sun to heliopause. Astrophys. Lett. Commun. 788, L28. ADS , DOI .

    Article  ADS  Google Scholar 

  • Maia, D.J.F., Gama, R., Mercier, C., Pick, M., Kerdraon, A., Karlický, M.: 2007, The radio-coronal mass ejection event on 2001 April 15. Astrophys. J. 660, 874. ADS , DOI .

    Article  ADS  Google Scholar 

  • Marsh, M.S., Dalla, S., Kelly, J., Laitinen, T.: 2013, Drift-induced perpendicular transport of solar energetic particles. Astrophys. J. 774, 4. ADS , DOI .

    Article  ADS  Google Scholar 

  • McCuistion, D., Bengston, C.: 1996, GOES-8 and 9 mission launch and operations support overview. In: Guyenne, T.-D. (ed.) Space Mission Operations and Ground Data Systems – SpaceOps ’96, ESA Special Publication 394, 76. ADS .

    Google Scholar 

  • Mewaldt, R.A., Cohen, C.M.S., Cook, W.R., Cummings, A.C., Davis, A.J., Geier, S., Kecman, B., Klemic, J., Labrador, A.W., Leske, R.A., Miyasaka, H., Nguyen, V., Ogliore, R.C., Stone, E.C., Radocinski, R.G., Wiedenbeck, M.E., Hawk, J., Shuman, S., von Rosenvinge, T.T., Wortman, K.: 2008, The Low-Energy Telescope (LET) and SEP central electronics for the STEREO mission. Space Sci. Rev. 136(1 – 4), 285. DOI . http://link.springer.com/article/10.1007/s11214-007-9288-x .

    Article  ADS  Google Scholar 

  • Mewaldt, R.A., Looper, M.D., Cohen, C.M.S., Haggerty, D.K., Labrador, A.W., Leske, R.A., Mason, G.M., Mazur, J.E., von Rosenvinge, T.T.: 2012, Energy spectra, composition, and other properties of ground-level events during solar cycle 23. Space Sci. Rev. 171, 97. ADS , DOI .

    Article  ADS  Google Scholar 

  • Muraki, Y., Matsubara, Y., Masuda, S., Sakakibara, S., Sako, T., Watanabe, K., Bütikofer, R., Flückiger, E.O., Chilingarian, A., Hovsepyan, G., Kakimoto, F., Terasawa, T., Tsunesada, Y., Tokuno, H., Velarde, A., Evenson, P., Poirier, J., Sakai, T.: 2008, Detection of high-energy solar neutrons and protons by ground level detectors on April 15, 2001. Astropart. Phys. 29, 229. ADS , DOI .

    Article  ADS  Google Scholar 

  • Onsager, T., Grubb, R., Kunches, J., Matheson, L., Speich, D., Zwickl, R.W., Sauer, H.: 1996, Operational uses of the GOES energetic particle detectors. In: Washwell, E.R. (ed.) GOES-8 and Beyond, Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series 2812, 281. ADS , DOI .

    Chapter  Google Scholar 

  • Porsche, H.: 1981, HELIOS mission: Mission objectives, mission verification, selected results. In: Burke, W.R. (ed.) Solar System and Its Exploration, ESA Special Publication 164, 43. ADS .

    Google Scholar 

  • Reames, D.V., Barbier, L.M., Ng, C.K.: 1996, The spatial distribution of particles accelerated by coronal mass ejection-driven shocks. Astrophys. J. 466, 473. ADS , DOI .

    Article  ADS  Google Scholar 

  • Reames, D.V., Kahler, S.W., Ng, C.K.: 1997, Solar energetic-particle spectra and the structure of coronal mass ejections. In: International Cosmic Ray Conference 1, 185. ADS .

    Google Scholar 

  • Richardson, I.G., von Rosenvinge, T.T., Cane, H.V., Christian, E.R., Cohen, C.M.S., Labrador, A.W., Leske, R.A., Mewaldt, R.A., Wiedenbeck, M.E., Stone, E.C.: 2014, \({>}\,25\mbox{ MeV}\) proton events observed by the High Energy Telescopes on the STEREO A and B spacecraft and/or at Earth during the first ∼ seven years of the STEREO mission. Solar Phys. 289(8), 3059. DOI . http://link.springer.com/article/10.1007/s11207-014-0524-8 .

    Article  ADS  Google Scholar 

  • Ruffolo, D.: 1995, Effect of adiabatic deceleration on the focused transport of solar cosmic rays. Astrophys. J. 442, 861. ADS , DOI .

    Article  ADS  Google Scholar 

  • Rujiwarodom, M., Bieber, J., Droge, W., Everson, P., Pyle, R., Ruffolo, D., Tooprakai, P., Khumlumlert, T.: 2003, Time of solar energetic particle acceleration on 15-04-2001. In: IAU Joint Discussion, IAU Joint Discussion 7, 35. ADS .

    Google Scholar 

  • Stone, E.C., Cohen, C.M.S., Cook, W.R., Cummings, A.C., Gauld, B., Kecman, B., Leske, R.A., Mewaldt, R.A., Thayer, M.R., Dougherty, B.L., Grumm, R.L., Milliken, B.D., Radocinski, R.G., Wiedenbeck, M.E., Christian, E.R., Shuman, S., von Rosenvinge, T.T.: 1998, The solar isotope spectrometer for the advanced composition explorer. Space Sci. Rev. 86(1 – 4), 357. DOI . http://link.springer.com/article/10.1023/A:1005027929871 .

    Article  ADS  Google Scholar 

  • Torsti, J., Valtonen, E., Lumme, M., Peltonen, P., Eronen, T., Louhola, M., Riihonen, E., Schultz, G., Teittinen, M., Ahola, K., Holmlund, C., Kelhä, V., Leppälä, K., Ruuska, P., Strömmer, E.: 1995, Energetic particle experiment ERNE. Solar Phys. 162(1 – 2), 505. DOI . http://link.springer.com/article/10.1007/BF00733438 .

    Article  ADS  Google Scholar 

  • Tylka, A.J., Boberg, P.R., Cohen, C.M.S., Dietrich, W.F., Maclennan, C.G., Mason, G.M., Reames, D.V., McGuire, R.E., Ng, C.K.: 2001a, Energy spectra of very large gradual solar particle events. In: International Cosmic Ray Conference 8, 3189. ADS .

    Google Scholar 

  • Tylka, A.J., Cohen, C.M.S., Dietrich, W.F., Maclennan, C.G., McGuire, R.E., Ng, C.K., Reames, D.V.: 2001b, Evidence for remnant flare suprathermals in the source population of solar energetic particles in the 2000 Bastille day event. Astrophys. Lett. Commun. 558, L59. ADS , DOI .

    Article  ADS  Google Scholar 

  • Tylka, A.J., Boberg, P.R., Cohen, C.M.S., Dietrich, W.F., Maclennan, C.G., Mason, G.M., Ng, C.K., Reames, D.V.: 2002, Flare- and shock-accelerated energetic particles in the solar events of 2001 April 14 and 15. Astrophys. Lett. Commun. 581, L119. ADS , DOI .

    Article  ADS  Google Scholar 

  • Vainio, R., Valtonen, E., Heber, B., Malandraki, O.E., Papaioannou, A., Klein, K.-L., Afanasiev, A., Agueda, N., Aurass, H., Battarbee, M., Braune, S., Dröge, W., Ganse, U., Hamadache, C., Heynderickx, D., Huttunen-Heikinmaa, K., Kiener, J., Kilian, P., Kopp, A., Kouloumvakos, A., Maisala, S., Mishev, A., Miteva, R., Nindos, A., Oittinen, T., Raukunen, O., Riihonen, E., Rodríguez-Gasén, R., Saloniemi, O., Sanahuja, B., Scherer, R., Spanier, F., Tatischeff, V., Tziotziou, K., Usoskin, I.G., Vilmer, N.: 2013, The first SEPServer event catalogue 68-MeV solar proton events observed at 1 AU in 1996 – 2010. J. Space Weather Space Clim. 3(27), A12. ADS , DOI .

    Article  ADS  Google Scholar 

  • von Rosenvinge, T.T., Reames, D.V., Baker, R., Hawk, J., Nolan, J.T., Ryan, L., Shuman, S., Wortman, K.A., Mewaldt, R.A., Cummings, A.C., Cook, W.R., Labrador, A.W., Leske, R.A., Wiedenbeck, M.E.: 2008, The high energy telescope for STEREO. Space Sci. Rev. 136(1 – 4), 391. DOI . http://link.springer.com/article/10.1007/s11214-007-9300-5 .

    Article  ADS  Google Scholar 

  • Wang, R., Wang, J.: 2005, Solar relativistic proton fluxes in the solar flare of 14 July 2000. In: Dere, K., Wang, J., Yan, Y. (eds.) Coronal and Stellar Mass Ejections, IAU Symposium 226, 381. ADS , DOI .

    Google Scholar 

  • Wang, J.-X., Zhou, G.-P., Wen, Y.-Y., Zhang, Y.-Z., Wang, H.-N., Deng, Y.-Y., Zhang, J., Harra, L.K.: 2006, Transequatorial filament eruption and its link to a coronal mass ejection. Chin. J. Astron. Astrophys. 6, 247. ADS , DOI .

    Article  ADS  Google Scholar 

  • Wiedenbeck, M.E., Mason, G.M., Cohen, C.M.S., Nitta, N.V., Gómez-Herrero, R., Haggerty, D.K.: 2013, Observations of solar energetic particles from 3He-rich events over a wide range of heliographic longitude. Astrophys. J. 762, 54. ADS , DOI .

    Article  ADS  Google Scholar 

  • Zhang, M., McKibben, R.B., Lopate, C., Jokipii, J.R., Giacalone, J., Kallenrode, M.-B., Rassoul, H.K.: 2003, Ulysses observations of solar energetic particles from the 14 July 2000 event at high heliographic latitudes. J. Geophys. Res. 108, 1154. ADS , DOI .

    Article  Google Scholar 

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Acknowledgements

We thank the instrument teams for providing the publicly available data used in this study. We acknowledge use of the VEPO analysis tool as well as data and services provided by SEPEM and SEPSERVER. S.D. acknowledges support from STFC grant ST/M00760X/1. D.D. thanks P. Zelina, University of Central Lancashire, for the use in this study of STEREO plots made with IDL.

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Doran, D.J., Dalla, S. Temporal Evolution of Solar Energetic Particle Spectra. Sol Phys 291, 2071–2097 (2016). https://doi.org/10.1007/s11207-016-0956-4

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