Kriging method to perform scintillation maps based on measurement and GISM model

dc.contributor.authorHamel, Pierrick
dc.contributor.authorSambou, Diagna Charles
dc.contributor.authorDarces, Muriel
dc.contributor.authorBeniguel, Yannick
dc.contributor.authorHélier, Marc
dc.date.accessioned2018-11-14T16:26:07Z
dc.date.available2018-11-14T16:26:07Z
dc.date.issued2014-08-27
dc.description.abstractThis paper presents an ionosphere scintillation mapping algorithm. The technique used is a Kriging technique, well known in geostatistics. It is an interpolation method applied to a set of random data, namely, in this application, to the intensity scintillation (S4) index. The paper focuses on the importance of the regression model used in the algorithm. The one‐dimensional and then the two‐dimensional problems have been investigated. One example of results combining measurement data recorded by two different networks in Peru is presented. The accuracy of the results has been verified using a cross‐validation technique, which consists in removing part of the known data set and comparing the interpolated results to it.
dc.description.peer-reviewPor pares
dc.formatapplication/pdf
dc.identifier.citationHamel, P., Sambou, D. C., Darces, M., Beniguel, Y., & Hélier, M. (2014). Kriging method to perform scintillation maps based on measurement and GISM model.==$Radio science, 49$==(9), 746-752. https://doi.org/10.1002/2014RS005470
dc.identifier.doihttps://doi.org/10.1002/2014RS005470
dc.identifier.journalRadio science
dc.identifier.urihttp://hdl.handle.net/20.500.12816/3602
dc.language.isoeng
dc.publisherAmerican Geophysical Union
dc.relation.ispartofurn:issn:0048-6604
dc.rightsinfo:eu-repo/semantics/restrictedAccess
dc.subjectProbabilistic forecasting
dc.subjectRadio wave propagation
dc.subjectModels
dc.subjectEquatorial ionosphere
dc.subjectIonospheric disturbances
dc.subject.ocdehttp://purl.org/pe-repo/ocde/ford#1.05.01
dc.titleKriging method to perform scintillation maps based on measurement and GISM model
dc.typeinfo:eu-repo/semantics/article

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