Receptor modelling with PMF2 and ME2 using aerosol data from Hong Kong

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dc.contributor.authorCrawford, Jen_AU
dc.contributor.authorCohen, DDen_AU
dc.contributor.authorDyer, LLen_AU
dc.contributor.authorZahorowski, Wen_AU
dc.date.accessioned2007-11-22T04:14:39Zen_AU
dc.date.accessioned2010-04-30T04:28:36Zen_AU
dc.date.available2007-11-22T04:14:39Zen_AU
dc.date.available2010-04-30T04:28:36Zen_AU
dc.date.issued2005-05en_AU
dc.description.abstractA number of techniques, such as principal component analysis and factor analysis, have been used in receptor modelling where measured aerosol composition at the sampling site are analysed in order to determine the likely source contributions. In this study factor analysis with nonnegative factor elements has been carried out using two techniques as implemented in the PMF2 and ME2 computer codes. The various analysis techniques provided by the two programs are illustrated using measured data at Hong Kong as a case study, which covers a period of three years (2001 to 2003). Both analysis techniques resulted in similar results which are presented in this report. Data bootstrapping was also carried out as an additional check on the quality of the results.en_AU
dc.identifierANSTO-E-756en_AU
dc.identifier.citationCrawford, J., Cohen, D., Dyer, L., Zahorowski, W., & Australian Nuclear Science and Technology Organisation. (2005). Receptor modelling with PMF2 and ME2 using aerosol data from Hong Kong (ANSTO/E756). Lucas Heights, NSW: Australian Nuclear Science and Technology Organisation.en_AU
dc.identifier.govdoc130en_AU
dc.identifier.isbn1920791043en_AU
dc.identifier.issn1030-7745en_AU
dc.identifier.placeofpublicationLucas Heights, New South Walesen_AU
dc.identifier.urihttp://apo.ansto.gov.au/dspace/handle/10238/201en_AU
dc.language.isoen_auen_AU
dc.publisherAustralian Nuclear Science and Technology Organisationen_AU
dc.subjectReceptorsen_AU
dc.subjectAerosol monitoringen_AU
dc.subjectHong Kongen_AU
dc.subjectData analysisen_AU
dc.titleReceptor modelling with PMF2 and ME2 using aerosol data from Hong Kongen_AU
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