Multitime Scale Thunderstorm Monitoring System With Real-Time Warning and Imaging

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dc.contributor.authorYang, Xu
dc.contributor.authorXing, Hongyan
dc.contributor.authorJi, Xinyuan
dc.contributor.authorSu, Xin
dc.contributor.authorPedrycz, Witold
dc.date.accessioned2024-05-19T14:39:10Z
dc.date.available2024-05-19T14:39:10Z
dc.date.issued2024
dc.departmentİstinye Üniversitesien_US
dc.description.abstractAs an important factor in fine thunderstorm detections, a multitime scale thunderstorm monitoring, warning, and imaging system is proposed in this article. The first computing phase involves a decomposition, classification, denoising, and reconstruction of the atmospheric electric field signals (AEFSs), collected by a self-made 3-D AEF apparatus, based on autocorrelation characteristics and fuzzy $C$-means (FCM). Second, FCM classifies the equally divided AEFS components. A scale reconstruction rule is put forward and applied to obtain multitime scale AEF branch data, according to the component temporal continuity in the same class. A corresponding scale correction strategy is then proposed. Thunderstorm point charge coordinate results are calculated by using branch data, and noise points contained in these results are removed. Finally, the curve fitting of denoised coordinate results is performed to image the point charge moving path. Empirical results confirm that the proposed system effectively warns and images thunderstorms, as well as provides a valid reference for multiscale thunderstorm monitoring.en_US
dc.description.sponsorshipNational Natural Science Foundation of Chinaen_US
dc.description.sponsorshipNo Statement Availableen_US
dc.identifier.doi10.1109/TFUZZ.2023.3336637
dc.identifier.endpage1835en_US
dc.identifier.issn1063-6706
dc.identifier.issn1941-0034
dc.identifier.issue4en_US
dc.identifier.scopus2-s2.0-85179095024en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage1821en_US
dc.identifier.urihttps://doi.org10.1109/TFUZZ.2023.3336637
dc.identifier.urihttps://hdl.handle.net/20.500.12713/4719
dc.identifier.volume32en_US
dc.identifier.wosWOS:001196731700011en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherIeee-Inst Electrical Electronics Engineers Incen_US
dc.relation.ispartofIeee Transactions on Fuzzy Systemsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.snmz20240519_kaen_US
dc.subjectAtmospheric Electric Field (Aef)en_US
dc.subjectDenoisingen_US
dc.subjectFuzzy C-Means (Fcm)en_US
dc.subjectThunderstormen_US
dc.subjectTime Scaleen_US
dc.titleMultitime Scale Thunderstorm Monitoring System With Real-Time Warning and Imagingen_US
dc.typeArticleen_US

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