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Int. J. Environ. Res. Public Health 2009, 6(2), 622-634; doi:10.3390/ijerph6020622
Article

Application of Bayesian Methods to Exposure Assessment of Area Concentrations at a Rubber Factory

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Received: 10 December 2008; Accepted: 5 February 2009 / Published: 11 February 2009
(This article belongs to the Special Issue Public Health: Feature Papers)
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Abstract: The present study estimated area concentrations of airborne benzene in several workshops using Bayesian methods based on available historical measurements. A rubber products factory utilizing benzene was investigated. Historical measurements of benzene concentrations, expert experiences, and deterministic modeling were utilized in a Bayesian Method to estimate area concentrations. Historical concentrations (n=124) were available with the geometric mean of 15.3 mg/m3. The geometric mean of the current field measurements on the workstations ranged from 0.7 to 89.0 mg/m3. One of the seven historical geometric means by work locations significantly differed from the field measurements for equivalent locations, but none of the geometric means of Bayesian estimates were significantly different from the field measurement results. The Bayesian methods based on the historical measurements appeared to be a useful tool for more closely estimating area concentrations shown by field data than that predicted only using historical measurements.
Keywords: Exposure assessment; Bayesian methods; area concentration Exposure assessment; Bayesian methods; area concentration
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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MDPI and ACS Style

He, Y.; Liang, Y.; Fu, H. Application of Bayesian Methods to Exposure Assessment of Area Concentrations at a Rubber Factory. Int. J. Environ. Res. Public Health 2009, 6, 622-634.

AMA Style

He Y, Liang Y, Fu H. Application of Bayesian Methods to Exposure Assessment of Area Concentrations at a Rubber Factory. International Journal of Environmental Research and Public Health. 2009; 6(2):622-634.

Chicago/Turabian Style

He, Yonghua; Liang, Youxin; Fu, Hua. 2009. "Application of Bayesian Methods to Exposure Assessment of Area Concentrations at a Rubber Factory." Int. J. Environ. Res. Public Health 6, no. 2: 622-634.


Int. J. Environ. Res. Public Health EISSN 1660-4601 Published by MDPI AG, Basel, Switzerland RSS E-Mail Table of Contents Alert