Приказ основних података о документу
Neural Networks in Analysing 137Cs Behaviour in the Air in the Belgrade Area
dc.creator | Samolov, Aleksandra D. | |
dc.creator | Dragović, Snežana D. | |
dc.creator | Daković, Marko Z. | |
dc.creator | Bačić, Goran G. | |
dc.date.accessioned | 2018-03-01T15:29:54Z | |
dc.date.available | 2018-03-01T15:29:54Z | |
dc.date.issued | 2014 | |
dc.identifier.issn | 1451-3994 | |
dc.identifier.uri | https://vinar.vin.bg.ac.rs/handle/123456789/166 | |
dc.description.abstract | The application of the principal component analysis and artificial neural network method in forecasting Cs-137 behaviour in the air as the function of meteorological parameters is presented. The model was optimized and tested using Cs-137 specific activities obtained by standard gamma-ray spectrometric analysis of air samples collected in Belgrade (Serbia) during 2009-2011 and meteorological data for the same period. Low correlation (r = 0.20) between experimental values of Cs-137 specific activities and those predicted by artificial neural network was obtained. This suggests that artificial neural network in the case of prediction of Cs-137 specific activity; using temperature, insolation, and global Sun warming does not perform well, which can be explained by the relative independence of Cs-137 specific activity of particular meteorological parameters and not by the ineffectiveness of artificial neural network in relating these parameters in general. | en |
dc.relation | info:eu-repo/grantAgreement/MESTD/Technological Development (TD or TR)/34034/RS// | |
dc.rights | openAccess | en |
dc.rights.uri | https://creativecommons.org/licenses/by-nc-nd/4.0/ | |
dc.source | Nuclear technology and radiation protection | en |
dc.subject | neural network | en |
dc.subject | gamma-ray spectrometry | en |
dc.subject | air | en |
dc.subject | Cs-137 | en |
dc.title | Neural Networks in Analysing 137Cs Behaviour in the Air in the Belgrade Area | en |
dc.type | article | en |
dc.rights.license | BY-NC-ND | |
dcterms.abstract | Драговић Снежана Д.; Даковиц, Марко З.; Бациц, Горан Г.; Самолов, Aлександра Д.; | |
dc.citation.volume | 29 | |
dc.citation.issue | 3 | |
dc.citation.spage | 226 | |
dc.citation.epage | 232 | |
dc.identifier.wos | 000343688300009 | |
dc.identifier.doi | 10.2298/NTRP1403226S | |
dc.citation.rank | M23 | |
dc.type.version | publishedVersion | |
dc.identifier.scopus | 2-s2.0-84926621873 | |
dc.identifier.fulltext | https://vinar.vin.bg.ac.rs//bitstream/id/11985/162.pdf |