Novel approach to analysing large data sets of personal sun exposure measurements

Suzana M Blesić, Đorđe I Stratimirović, Jelena V Ajtić, Caradee Y Wright, Martin W Allen
2016 Journal of Exposure Science and Environmental Epidemiology  
Personal sun exposure measurements provide important information to guide the development of sun awareness and disease prevention campaigns. We assess the scaling properties of personal ultraviolet radiation (pUVR) sun exposure measurements using the wavelet transform (WT) spectral analysis to process long-range, high-frequency personal recordings collected by electronic UVR dosimeters designed to measure erythemal UVR exposure. We analysed the sun exposure recordings of school children,
more » ... ol children, farmers, marathon runners and outdoor workers in South Africa, and construction workers and work site supervisors in New Zealand. We found scaling behaviour in all the analysed pUVR data sets. We found that the observed scaling changes from uncorrelated to longrange correlated with increasing duration of sun exposure. Peaks in the WT spectra that we found suggest the existence of characteristic times in sun exposure behaviour that were to some extent universal across our data set. Our study also showed that WT measures enable group classification, as well as distinction between individual UVR exposures, otherwise unattainable by conventional statistical methods.
doi:10.1038/jes.2016.43 pmid:27553989 fatcat:w2klm4lnevctjlvazsnhotezxm