Estimation of Individual Exposure to Erythemal Weighted UVR by Multi-Sensor Measurements and Integral Calculation

Ultraviolet radiation (UVR) can be hazardous to humans, especially children, and is associated with sunburn, melanoma, and the risk of skin cancer. Understanding and estimating adults’ and children’s UVR exposure is critical to the design of effective interventions and the production of healthy UVR environments. Currently, there are limitations to the ways computer modeling and field measurements estimate individual UVR exposure in a given landscape. To address these limitations, this study developed an approach of integral calculation using six-directional (up, down, south, north, east, and west) field-measured UVR data and the estimated body exposure ratios (ER) for both children and adults. This approach showed high agreement when compared to a validated approach using ambient UVR and estimated ER data with a high r-square value (90.72% for child and adult models), and a low mean squared error (6.0% for child model and 5.1% for adult model) in an open area. This approach acting as a complementary tool between the climatology level and individual level can be used to estimate individual UVR exposure in a landscape with a complicated shady environment. In addition, measuring daily UVR data from six directions under open sky conditions confirmed that personal dosimeters underestimate actual individual UVR exposure.

[1]  H. Brumberg,et al.  Ultraviolet Radiation: A Hazard to Children and Adolescents , 2011, Pediatrics.

[2]  J. Stockman Trends in Sunburns, Sun Protection Practices, and Attitudes Toward Sun Exposure Protection and Tanning Among US Adolescents, 1998–2004 , 2008 .

[3]  Jenine K. Harris,et al.  Incidence of Childhood and Adolescent Melanoma in the United States: 1973–2009 , 2013, Pediatrics.

[4]  S L Harrison,et al.  Sun Exposure at School , 1999, Photochemistry and photobiology.

[5]  P. Hoeppe,et al.  Visualization of UV exposure of the human body based on data from a scanning UV-measuring system , 2004, International journal of biometeorology.

[6]  B. Diffey The Early Days of Personal Solar Ultraviolet Dosimetry , 2020, Atmosphere.

[7]  James B. Kerr,et al.  Surface ultraviolet radiation , 2008 .

[8]  Cecilia Boldemann,et al.  Suberythemal Sun Exposures at Swedish Schools Depend on Sky Views of the Outdoor Environments – Possible Implications for Pupils’ Health , 2016, Photochemistry and photobiology.

[9]  Are current guidelines for sun protection optimal for health? Exploring the evidence. , 2018, Photochemical & photobiological sciences : Official journal of the European Photochemistry Association and the European Society for Photobiology.

[10]  D. Godar,et al.  Solar UV Geometric Conversion Factors: Horizontal Plane to Cylinder Model † , 2010, Photochemistry and photobiology.

[11]  A. Reeder,et al.  Wellington Playgrounds Uncovered: An Examination of Solar Ultraviolet Radiation and Shade Protection in New Zealand , 2018, Photochemistry and photobiology.

[12]  A. Green,et al.  Mortality from melanoma in migrants to Australia: variation by age at arrival and duration of stay. , 1992, American journal of epidemiology.

[13]  A. Colosimo,et al.  Review on Nonoccupational Personal Solar UV Exposure Measurements , 2018, Photochemistry and photobiology.

[14]  W. McWhirter,et al.  Risk factors for childhood melanoma in Queensland, Australia , 1997, International journal of cancer.

[15]  Shayak Banerjee,et al.  A comparative study of wearable ultraviolet radiometers , 2017, 2017 IEEE Life Sciences Conference (LSC).

[16]  J. Mayer,et al.  Ultraviolet radiation exposure in children: A review of measurement strategies , 1997, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[17]  Martin S. Dulberg,et al.  Modeling the Anatomical Distribution of Sunlight¶,‡ , 2004 .

[18]  Grant R. McKercher,et al.  Schoolyard Shade and Sun Exposure: Assessment of Personal Monitoring During Children's Physical Activity , 2017, Photochemistry and photobiology.

[19]  Mean Exposure Fractions of Human Body Solar UV Exposure Patterns for Application in Different Ambient Climates , 2012, Photochemistry and photobiology.

[20]  R. D. Brown,et al.  Estimating outdoor thermal comfort using a cylindrical radiation thermometer and an energy budget model , 1985, International journal of biometeorology.

[21]  F. Lindberg,et al.  Different methods for estimating the mean radiant temperature in an outdoor urban setting , 2007 .

[22]  J. Froines,et al.  UNITED STATES ENVIRONMENTAL PROTECTION AGENCY , 1995 .

[23]  A. Colosimo,et al.  Investigation on the capability of polysulphone for measuring biologically effective solar UV exposures , 2014, Photochemical & photobiological sciences : Official journal of the European Photochemistry Association and the European Society for Photobiology.

[24]  F. Mårtensson,et al.  Impact of preschool environment upon children's physical activity and sun exposure. , 2006, Preventive medicine.

[25]  P. Weihs,et al.  Measurements of Personal UV Exposure on Different Parts of the Body During Various Activities , 2013, Photochemistry and photobiology.

[26]  M. Weinstock,et al.  Trends in Sunburns, Sun Protection Practices, and Attitudes Toward Sun Exposure Protection and Tanning Among US Adolescents, 1998–2004 , 2006, Pediatrics.

[27]  M. Allen,et al.  Capturing Ultraviolet Radiation Exposure and Physical Activity: Feasibility Study and Comparison Between Self-Reports, Mobile Apps, Dosimeters, and Accelerometers , 2018, JMIR research protocols.

[28]  N. Kollias,et al.  Infant Skin Microstructure Assessed In Vivo Differs from Adult Skin in Organization and at the Cellular Level , 2010, Pediatric dermatology.

[29]  Laurent Moccozet,et al.  Prediction of anatomical exposure to solar UV: A case study for the head using SimUVEx v2 , 2016, 2016 IEEE 18th International Conference on e-Health Networking, Applications and Services (Healthcom).

[30]  Jean-Pierre Verriest,et al.  Proportion of skin surface area of children and young adults from 2 to 18 years old. , 2008, The Journal of investigative dermatology.

[31]  Laurent Moccozet,et al.  A Numeric Model to Simulate Solar Individual Ultraviolet Exposure , 2011, Photochemistry and photobiology.

[32]  Karen Emmons,et al.  Use of sunscreen, sunburning rates, and tanning bed use among more than 10 000 US children and adolescents. , 2002, Pediatrics.

[33]  J. Appelbaum,et al.  Multi-sensor for measuring erythemally weighted irradiance in various directions simultaneously , 2016, Theoretical and Applied Climatology.

[34]  T. Cestari,et al.  Photoprotection in specific populations: Children and people of color. , 2017, Journal of the American Academy of Dermatology.

[35]  Mitzi Moulds,et al.  The Skin Cancer Foundation. , 2002, Journal of drugs in dermatology : JDD.

[36]  David Vernez,et al.  A general model to predict individual exposure to solar UV by using ambient irradiance data , 2014, Journal of Exposure Science and Environmental Epidemiology.