Using Real-Time Area VOC Measurements to Estimate Total Hydrocarbons Exposures to Workers Involved in the Deepwater Horizon Oil Spill

Author:

Ramachandran Gurumurthy1ORCID,Groth Caroline P2,Huynh Tran B3,Banerjee Sudipto4,Stewart Patricia A5,Engel Lawrence S67,Kwok Richard K68ORCID,Sandler Dale P6ORCID,Stenzel Mark9ORCID

Affiliation:

1. Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, 615 N Wolfe Street, Baltimore, MD 21205, USA

2. Department of Epidemiology and Biostatistics, WVU School of Public Health, West Virginia University, One Medical Center Drive, Morgantown, WV 26506, USA

3. Department of Environmental and Occupational Health, Dornsife School of Public Health, Drexel University, 3215 Market Street, Philadelphia, PA 19104, USA

4. Department of Biostatistics, UCLA Fielding School of Public Health, University of California—Los Angeles, 650 Charles E. Young Drive, Los Angeles, CA 90095, USA

5. Stewart Exposure Assessments, LLC, 6045 N 27th Street, Arlington, VA 22207, USA

6. Epidemiology Branch, National Institute of Environmental Health Sciences, 111 T.W. Alexander Drive—MD A3-05, Research Triangle Park, NC 27709, USA

7. Department of Epidemiology, University of North Carolina at Chapel Hill, 35 Dauer Drive, Chapel Hill, NC 27599, USA

8. Office of the Director, National Institute of Environmental Health Sciences, 9000 Rockville Pike, Bethesda, MD 20892, USA

9. Exposure Assessment Applications, LLC, 6045 N 27th Street, Arlington, VA 22207, USA

Abstract

Abstract Even though the Deepwater Horizon oil spill response and clean-up (OSRC) had one of the largest exposure monitoring efforts of any oil spill, a number of exposure groups did not have sufficient personal data available or there were gaps in days measured to adequately characterize exposures for the GuLF STUDY, an epidemiologic study investigating the health of the OSRC workers. Area measurements were available from real-time air monitoring instruments and used to supplement the personal exposure measurements. Objectives The objective was to present a method that used real-time volatile organic compounds (VOCs) area measurements transformed to daily total hydrocarbons (THC) time-weighted averages (TWAs) to supplement THC personal full-shift measurements collected using passive charcoal badges. A second objective was to develop exposure statistics using these data for workers on vessels piloting remotely operated vehicle (ROV) vessels and other marine vessels (MVs) not at the job title level, but at the vessel level. Methods From hourly vessel averages derived from ~26 million real-time VOC measurements, we estimated full-shift VOC TWAs. Then, we determined the relationship between these TWAs and corresponding full-shift THC personal measurements taken on the same vessel-day. We used this relationship to convert the full-shift VOC measurements to full-shift ‘THC’ TWA estimates when no personal THC measurements existed on a vessel-day. We then calculated arithmetic means (AMs) and other statistics of THC exposures for each vessel. Results The VOC-derived estimates substantially supplemented the THC personal measurements, with the number of vessel-days for which we have exposure estimates increasing by ~60%. The estimates of the AMs are some of the highest observed in the GuLF STUDY. As expected, the AMs decreased over time, consistent with our findings on other vessels. Conclusions Despite the inherent limitations of using real-time area measurements, we were able to develop additional daily observations of personal THC exposures for workers on the ROV vessels and other MVs over time. The estimates likely resulted in more representative estimates of the AMs in the GuLF STUDY. The method used here can be applied in other occupational settings and industries for personal exposure estimation where large amounts of area measurements and more limited numbers of personal measurements are available.

Funder

Intramural Research Program of the NIH

National Institute of Environmental Health Sciences

National Institutes of Health

National Science Foundation

Publisher

Oxford University Press (OUP)

Subject

Public Health, Environmental and Occupational Health

Reference24 articles.

1. Estimation of aerosol concentrations of oil dispersants COREXIT™ EC9527A and EC9500 during the Deepwater Horizon oil spill response and clean-up operations;Arnold;Ann Work Expo Health,2021

2. GuLF DREAM: a model to estimate dermal exposure among oil spill response and clean-up workers;Gorman Ng;Ann Work Expo Health: wxz037,2019

3. Bivariate left-censored Bayesian model for predicting exposure: preliminary analysis of worker exposure during the Deepwater Horizon oil spill;Groth;Ann Work Expo Health,2017

4. Multivariate left-censored Bayesian modeling for predicting exposure using multiple chemical predictors;Groth;Environmetrics,2018

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