Abstract
The results of the forecasting of quasi-stationary and transient solar wind streams velocity for a period from May to December 2010 are presented. The velocity of quasi-stationary solar wind streams on the near-Earth orbit was calculated with the empiric model based on an analysis of solar images obtained in the extreme ultraviolet. The velocity and arrival time of the interplanetary coronal mass ejections were predicted with the Drag-Based Model. The results of the forecast of the velocity of quasi-stationary solar wind streams were used as a parameter of the interplanetary medium through which the transient streams propagate and with which they interact. For the period of May–December 2010, 94 coronal mass ejections were selected from the databases, which were updated in near-real time. Analysis of the forecast results has shown that 67% of the selected interplanetary coronal mass ejections had a predicted velocity of less than 400 km/s, and 96% of them are associated with a quiet geomagnetic conditions (Dst > –30 nT). The forecast of quasi-stationary solar wind streams is improved by the addition of the prediction of interplanetary coronal mass ejections. For the period from May to December 2010, the standard deviation between the solar wind stream velocities measured on the ACE spacecraft and the predicted values, which take into account both quasi-stationary and transient streams, is 82 km/s, and the correlation coefficient is 0.6.
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REFERENCES
Arge, C.N. and Pizzo, V.J., Improvement in the prediction of solar wind conditions using near-real time solar magnetic field updates, J. Geophys. Res.: Space Phys., 2000, vol. 105, pp. 10465–10480. https://doi.org/10.1029/1999JA000262
Arge, C.N., Luhmann, J.G., Odstrcil, D., Schrijver, C.J., and Li, Y., Stream structure and coronal sources of the solar wind during the May 12th, 1997 CME, J. Atmos. Sol-Terr. Phys., 2004, vol. 66, pp. 1295–1309. https://doi.org/10.1016/j.jastp.2004.03.018
Bu, X., Luo, B., Shen, C., Liu, S., Gong, J., Cao, Y., and Wang, H., Forecasting high-speed solar wind streams based on solar extreme ultraviolet images, Space Weather, 2019, vol. 17, pp. 1040–1058. https://doi.org/10.1029/2019SW002186
Burlaga, L., Berdichevsky, D., Gopalswamy, N., Lepping, R., and Zurbuchen, T., Merged interaction regions at 1 AU, J. Geophys. Res: Space Physics, 2003, vol. 108, no. A12, pp. 1–12. https://doi.org/10.1029/2003JA010088
Gopalswamy, N., Shimojo, M., Lu, W., Yashiro, S., Shibasaki, K., and Howard, R.A., Prominence eruptions and coronal mass ejection: a statistical study using microwave observations, Astrophys. J., 2003, vol. 586, no. 1, pp. 562–578. https://doi.org/10.1086/367614
Kalegaev, V., Panasyuk, M., Myagkova, I., et al., Monitoring, analysis and post-casting of the Earth’s particle radiation environment during February 14–March 5, 2014, J. Space Weather Space Clim., 2019, vol. 9, id A29. https://doi.org/10.1051/swsc/2019029
Kilpua, E.K.J., Jian, L.K., Li, Y., Luhmann, J.G., and Russell, C.T., Observations of ICMEs and ICME-like solar wind structures from 2007–2010 using near-Earth and stereo observations, Sol. Phys., 2012, vol. 281, pp. 391–409. https://doi.org/10.1007/s11207-012-9957-0
Kraaikamp, E. and Verbeeck, C., Solar demon—an approach to detecting flares, dimmings, and EUV waves on SDO/AIA images, J. Space Weather Space Clim., 2015, vol. 5, pp. 1–16. https://doi.org/10.1051/swsc/2015019
Nieves-Chinchilla, T., Vourlidas, A., Stenborg, G., Savani, N.P., Koval, A., Szabo, A., and Jian, L.K., Inner heliospheric evolution of a “stealth” CME derived from multi-view imaging and multipoint in-situ observations: I. Propagation to 1 AU, Astrophys. J., 2013, vol. 779, no. 1, pp. 55–68. https://doi.org/10.1088/0004-637X/779/1/55
Odstrčil, D. and Pizzo, V.J., Three-dimensional propagation of CMEs in a structured solar wind flow: 1. CME launched within the streamer belt, J. Geophys. Res., 1999, vol. 104, pp. 483–492. https://doi.org/10.1029/1998JA900019
Odstrčil, D., Riley, P., and Zhao, X.P., Numerical simulation of the 12 May 1997 interplanetary CME event, J. Geophys. Res.: Space Phys., 2004, vol. 109, A02116, pp. 1–8. https://doi.org/10.1029/2003JA010135
Owens, M.J., Arge, C.N., Spence, H.E., and Pembroke, A., An event-based approach to validating solar wind speed predictions: High-speed enhancements in the Wang-Sheeley-Arge model, J. Geophys. Res., 2005, vol. 110, pp. 25613–25620. https://doi.org/10.1029/2005JA011343
Pomoell, J. and Poedts, S., EUHFORIA: European heliospheric forecasting information asset, J. Space Weather Space Clim., 2018, vol. 8, no. A35, pp. 1–14. https://doi.org/10.1051/swsc/2018020
Prise, A.J., Harra, L.K., Matthews, S.A., Arridge, C.S., and Achilleos, N., Analysis of a coronal mass ejection and corotating interaction region as they travel from the Sun passing Venus, Earth, Mars, and Saturn, J. Geophys. Res: Space Phys., 2015, vol. 120, pp. 1566–1588. https://doi.org/10.1002/2014JA020256
Reiss, M.A., Temmer, M., Veronig, A.M., Nikolic, L., Vennerstrom, S., Reiss M. A., Temmer M., Veronig A.M., Nikolic L., Vennerstrom S., Schöngassner, F., and Hofmeister, S.J., Verification of high-speed solar wind stream forecasts using operational solar wind models, Space Weather, 2016, vol. 14, pp. 495–510. https://doi.org/10.1002/2016SW001390
Richardson, I.G. and Cane, H.V., Regions of abnormally low proton temperature in the solar wind (1965–1991) and their association with ejecta, J. Geophys. Res: Space Phys., 1995, vol. 100, pp. 23397–23412. https://doi.org/10.1029/95JA02684
Riley, P., Mays, L., Andries, J., et al., Forecasting the arrival time of coronal mass ejections: Analysis of the CCMC CME scoreboard, Space Weather, 2018, vol. 16, pp. 1245–1260.https://doi.org/10.1029/2018SW001962
Rodkin, D., Slemzin, V., Zhukov, A.N., Goryaev, F., Shugay, Yu., and Veselovsky, I., Single ICMEs and complex transient structures in the solar wind in 2010–2011, Sol. Phys., 2018, vol. 293, no. A78, pp. 1–27. https://doi.org/10.1007/s11207-018-1295-4
Shi, T., Wang, Y., Wan, L., Cheng, X., Ding, M., and Zhang, J., Predicting the arrival time of coronal mass ejections with the graduated cylindrical shell and drag force model, Astrophys. J., 2015, no. 2, id 271. https://doi.org/10.1088/0004-637X/806/2/271
Shiota, D. and Kataoka, R., Magnetohydrodynamic simulation of interplanetary propagation of multiple coronal mass ejections with internal magnetic flux rope (SUSANOO-CME), Space Weather, 2016, vol. 14, pp. 56–75. https://doi.org/10.1002/2015SW001308
Shugay, YuS., Veselovsky, I.S., Seaton, D.B., and Berghmans, D., Hierarchical approach to forecasting recurrent solar wind streams, Sol. Syst. Res., 2011, vol. 45, no. 6, pp. 546–556. https://doi.org/10.1134/S0038094611060086
Shugay, Y.S., Slemzin, V.A., and Rod’kin, D.G., Features of solar wind streams on June 21–28, 2015 as a result of interactions between coronal mass ejections and recurrent streams from coronal holes, Cosmic Res., 2017, vol. 55, pp. 389–395. https://doi.org/10.1134/S0010952517060107
Shugay, Yu., Slemzin, V., Rodkin, D., Yermolaev, Yu., and Veselovsky, I., Influence of coronal mass ejections on parameters of high-speed solar wind: A case study, J. Space Weather Space Clim., 2018, vol. 8, no. A28, pp. 1–13. https://doi.org/10.1051/swsc/2018015
Temmer, M., Reiss, M.A., Nikolic, L., Hofmeister, S.J., and Veronig, A.M., Preconditioning of interplanetary space due to transient CME disturbances, Astrophys. J., 2017, vol. 835, no. 2, pp. 141–147. https://doi.org/10.3847/1538-4357/835/2/141
Vršnak, B., Žic, T., Vrbaneck, D., Temmer, M., et al., Propagation of interplanetary coronal mass ejections: The drag-based model, Sol. Phys., 2013, vol. 285, pp. 295–315. https://doi.org/10.1007/s11207-012-0035-4
Vršnak, B., Temmer, M., Žic, T., Taktakishvili, A., Dumbović, M., Möstl, C., Veronig, A.M., Mays, M.L., and Odstrčil, D., Heliospheric propagation of coronal mass ejections: Comparison of numerical WSA-ENLIL+Cone model and analytical drag-based model, Astrophys J. Suppl. Ser., 2014, vol. 213, no. 2, pp. 21–30. https://doi.org/10.1088/0067-0049/213/2/21
Xie, H., Ofman, L., and Lawrence, G., Cone model for halo CMEs: Application to space weather forecasting, J. Geophys. Res.: Space Phys., 2004, vol. 109, A03109, pp. 1–13. https://doi.org/10.1029/2003JA010226
Yermolaev, Yu.I. and Yermolaev, M.Yu., Solar and interplanetary sources of geomagnetic storms: Space weather aspects, Geofiz. Protsessy Biosfera, 2009, vol. 8, no. 1, pp. 5–35.
Yermolaev, Yu.I., Nikolaeva, N.S., Lodkina, I.G., and Yermolaev, M.Yu., Catalog of large-scale solar wind phenomena during 1976–2000, Cosmic Res., 2009, vol. 47, no. 2, pp. 81–94.
Zhao, X.P., Plunkett, S.P., and Liu, W., Determination of geometrical and kinematical properties of halo coronal mass ejections using the cone model, J. Geophys. Res.: Space Phys., 2002, vol. 107, pp. 1223–1232. https://doi.org/10.1029/2001JA009143
Žic, T., Vršnak, B., and Temmer, M., Heliospheric propagation of coronal mass ejections: Drag-based model fitting, Astrophys. J. Suppl. Ser., 2015, vol. 218, no. 2, pp. 32–39. https://doi.org/10.1088/0067-0049/218/2/32
ACKNOWLEDGMENTS
The authors are grateful to the research teams of the Solar Dynamics Observatory/Atmospheric Imaging Assembly and Advanced Composition Explorer projects and to the compilers of the CACTus, SEEDS, and Solar Demon databases for access to the data.
Funding
The study was performed at the Skobeltsyn Institute of Nuclear Physics of Moscow State University and supported by the Russian Scientific Foundation, grant no. 16-17-00098.
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Shugay, Y.S., Kaportseva, K.B. Forecast of the Quasi-Stationary and Transient Solar Wind Streams Based on Solar Observations in 2010. Geomagn. Aeron. 61, 158–168 (2021). https://doi.org/10.1134/S001679322102016X
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DOI: https://doi.org/10.1134/S001679322102016X