{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,8]],"date-time":"2026-04-08T16:26:03Z","timestamp":1775665563406,"version":"3.50.1"},"reference-count":68,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001738","name":"Ministry of Science, Technology and Space","doi-asserted-by":"publisher","award":["3-14\u00a0517"],"award-info":[{"award-number":["3-14\u00a0517"]}],"id":[{"id":"10.13039\/501100001738","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001738","name":"Ministry of Science, Technology and Space","doi-asserted-by":"publisher","award":["3-15\u00a0743"],"award-info":[{"award-number":["3-15\u00a0743"]}],"id":[{"id":"10.13039\/501100001738","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003977","name":"Israel Science foundation","doi-asserted-by":"publisher","award":["1602\/19"],"award-info":[{"award-number":["1602\/19"]}],"id":[{"id":"10.13039\/501100003977","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Sel. Top. Appl. Earth Observations Remote Sensing"],"published-print":{"date-parts":[[2021]]},"DOI":"10.1109\/jstars.2020.3044470","type":"journal-article","created":{"date-parts":[[2020,12,14]],"date-time":"2020-12-14T21:08:57Z","timestamp":1607980137000},"page":"1469-1481","source":"Crossref","is-referenced-by-count":34,"title":["Using Support Vector Machine (SVM) and Ionospheric Total Electron Content (TEC) Data for Solar Flare Predictions"],"prefix":"10.1109","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4826-5935","authenticated-orcid":false,"given":"Saed","family":"Asaly","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lee-Ad","family":"Gottlieb","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8902-5540","authenticated-orcid":false,"given":"Yuval","family":"Reuveni","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLC.2017.8108945"},{"key":"ref38","first-page":"573","article-title":"Commercial ionospheric scintillation monitoring receiver development and test results","author":"van dierendonck","year":"1996","journal-title":"Proceedings of 52nd Annual Meeting of the Institute of Navigation"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/S1364-6826(02)00034-2"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.jastp.2005.03.004"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1029\/2009RS004336"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1029\/2009JA014364"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1002\/2015RS005916"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1002\/2015JA022182"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.5194\/angeo-35-263-2017"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1093\/gji\/ggv253"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1029\/2009JA014244"},{"key":"ref62","first-page":"294","article-title":"Investigation of the GPS signals ionospheric correction: Ionospheric TEC prediction over equatorial","author":"ya\u2019acob","year":"0","journal-title":"Proc IEEE Int Conf Telecommun Malaysia Int Conf Commun"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1186\/BF03352851"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1023\/A:1018628609742"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.geog.2015.12.009"},{"key":"ref64","first-page":"409","article-title":"Incremental and decremental support vector machine learning","author":"cauwenberghs","year":"0","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1029\/2020SW002440"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1038\/nbt1206-1565"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2009.187"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511628924"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1080\/20014422.1926.11881138"},{"key":"ref68","author":"hanssen","year":"1965","journal-title":"On the Relationship Between the Freq of Rain and Various Meteorol Parameters (with Reference to the Problem of Objective Forecasting)"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/27.902237"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-010-0983-6_11"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s11207-006-0077-6"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1086\/319484"},{"key":"ref21","first-page":"105l","article-title":"Concurrent solar flare and geomagnetic storm effects on the thermosphere and ionosphere during september 2017","author":"qian","year":"0","journal-title":"Proc AGU Fall Meeting Abstr"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.3847\/1538-4357\/ab46bd"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1029\/JA095iA10p17113"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1029\/2008SW000401"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.3847\/1538-4357\/aa789b"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.3402\/tellusa.v65i0.18171"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1029\/2018JF004640"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1007\/s00190-008-0266-1"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1166\/asl.2011.1613"},{"key":"ref57","article-title":"The effectiveness of data augmentation in image classification using deep learning","volume":"11","author":"wang","year":"2017","journal-title":"Convolutional Neural Network for Visual Recognition"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4899-7641-3"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1080\/07474938.2010.481556"},{"key":"ref54","first-page":"841","article-title":"Preventing over-fitting during model selection via Bayesian regularisation of the hyper-parameters","volume":"8","author":"cawley","year":"2007","journal-title":"J Mach Learn Res"},{"key":"ref53","first-page":"239","article-title":"Limits on learning machine accuracy imposed by data quality","author":"cortes","year":"0","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-77377-3_13"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1029\/2019SW002271"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1051\/swsc\/2019010"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1029\/2020SW002501"},{"key":"ref12","doi-asserted-by":"crossref","DOI":"10.1029\/2020SW002532","article-title":"Medium energy electron flux in Earth's outer radiation belt (MERLIN): A machine learning model","volume":"18","author":"smirnov","year":"2020","journal-title":"Space Weather"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1029\/2003JA009931"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1017\/S0074180900237704"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1093\/oso\/9780198726500.001.0001"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s11356-018-2940-z"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1051\/swsc\/2016035"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1029\/2003SW000044"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1063\/1.361176"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1029\/2008SW000412"},{"key":"ref3","volume":"782","author":"goodman","year":"2006","journal-title":"Space Weather and Telecommunications"},{"key":"ref6","doi-asserted-by":"crossref","DOI":"10.1063\/1.2710454","article-title":"Plasma acceleration processes in an ablative pulsed plasma thruster","volume":"14","author":"koizumi","year":"2007","journal-title":"Phys Plasmas"},{"key":"ref5","doi-asserted-by":"crossref","DOI":"10.1029\/2005JA011126","article-title":"Space weather modeling framework: A new tool for the space science community","volume":"110","author":"t\u00f3th","year":"2005","journal-title":"Journal of Geophysical Research: Space Physics"},{"key":"ref8","article-title":"Predicting solar flares by converting goes x-ray data to gramian angular fields (GAF) images","volume":"1","author":"nagem","year":"0","journal-title":"Proc World Congr Eng"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1017\/S0022377818000168"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2017.11.014"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1002\/2017GL074434"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.radphyschem.2018.03.005"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1163\/156939306777442962"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/BigData47090.2019.9006116"},{"key":"ref47","article-title":"Classification of regional ionospheric disturbance based on machine learning techniques","volume":"740","author":"terzi","year":"0","journal-title":"European Space Agency"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2003.10.002"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1029\/2018SW001913"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.asr.2005.03.159"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1080\/19479830903561035"}],"container-title":["IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4609443\/9314330\/09292938.pdf?arnumber=9292938","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:02:04Z","timestamp":1642003324000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9292938\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":68,"URL":"https:\/\/doi.org\/10.1109\/jstars.2020.3044470","relation":{},"ISSN":["1939-1404","2151-1535"],"issn-type":[{"value":"1939-1404","type":"print"},{"value":"2151-1535","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]}}}