Polycyclic Aromatic Hydrocarbon (PAH) and Oxygenated PAH (OPAH) Air–Water Exchange during the Deepwater Horizon Oil Spill
- Lane G. Tidwell
- ,
- Sarah E. Allan
- ,
- Steven G. O’Connell
- ,
- Kevin A. Hobbie
- ,
- Brian W. Smith
- , and
- Kim A. Anderson
Abstract

Passive sampling devices were used to measure air vapor and water dissolved phase concentrations of 33 polycyclic aromatic hydrocarbons (PAHs) and 22 oxygenated PAHs (OPAHs) at four Gulf of Mexico coastal sites prior to, during, and after shoreline oiling from the Deepwater Horizon oil spill (DWH). Measurements were taken at each site over a 13 month period, and flux across the water–air boundary was determined. This is the first report of vapor phase and flux of both PAHs and OPAHs during the DWH. Vapor phase sum PAH and OPAH concentrations ranged between 1 and 24 ng/m3 and 0.3 and 27 ng/m3, respectively. PAH and OPAH concentrations in air exhibited different spatial and temporal trends than in water, and air–water flux of 13 individual PAHs were strongly associated with the DWH incident. The largest PAH volatilizations occurred at the sites in Alabama and Mississippi in the summer, each nominally 10 000 ng/m2/day. Acenaphthene was the PAH with the highest observed volatilization rate of 6800 ng/m2/day in September 2010. This work represents additional evidence of the DWH incident contributing to air contamination, and provides one of the first quantitative air–water chemical flux determinations with passive sampling technology.
Retracted
This article was retracted on June 29, 2016 (Environ. Sci. Technol.2016, DOI: 10.1021/acs.est.6b02340).
Introduction
Materials and Methods
Sample Collection
Figure 1

Figure 1. (A) Sampling locations along the Gulf of Mexico. (B) Samplers deployed off piers at each sampling site. (C) Air sampling cage affixed to pier in Gulf Breeze, FL.
Sample Processing and Chemical Analysis
Quality Control
Air–Water Flux Calculation



Figure 2

Figure 2. (A) Σ33PAH vapor phase concentrations in air. (B) Σ33PAH dissolved concentrations in water. (16) (C) Σ13PAH net flux. (D) Phenanthrene flux. (E) Naphthalene flux. (F) Fluoranthene flux. Error bars represent the calculated 95% confidence interval based on pooled variance from a replication study.
Data Modeling
Results and Discussion
Vapor PAHs in Coastal Air of Four Gulf Coast States
Comparing Gulf of Mexico Air PAHs to Literature Values
PAH Air–Water Exchange
PAH Chemical Profiles and Source Modeling
Figure 3

Figure 3. (A) Principal component analysis (PCA) plots. Green and red triangles represent samples prior to, and after, the well head was capped, respectively. A1 is labeled by state, A2 is labeled by events numbered 1–10 (representing May 2010–May 2011), and A3 are PAH vectors (p20 = pyrene, p17 = fluoranthene, p14 = 1-methylphenanthrene, p12 = 2methylphenanthrene, p10 = phenanthrene). (B) Individual state PCA plots. (C) Ratio of 2–3 ring/4–6 ring PAHs for each site during each sampling event.
Oxygenated Polycyclic Aromatic Hydrocarbons in Air and Water
Figure 4

Figure 4. (A) Σ22OPAH vapor phase concentrations in air. (B) Acenaphthenequinone vapor phase concentrations in air. (C) Σ22OPAH dissolved concentrations in water. (D) Σ7OPAH net flux. (E) Benzofluorenone flux. (F) Acenaphthenequinone flux. Error bars represent the calculated 95% confidence interval based on pooled variance from a replication study.
OPAH Air–Water Exchange
Supporting Information
Figures that present the full characterization of PAH and OPAH chemical profiles and PAH flux for all samples. The Supporting Information is available free of charge on the ACS Publications website at DOI: 10.1021/es503827y.
Terms & Conditions
Most electronic Supporting Information files are available without a subscription to ACS Web Editions. Such files may be downloaded by article for research use (if there is a public use license linked to the relevant article, that license may permit other uses). Permission may be obtained from ACS for other uses through requests via the RightsLink permission system: http://pubs.acs.org/page/copyright/permissions.html.
Acknowledgment
This project was supported in part by awards P42 ES016465 and the associated Analytical Chemistry Facility Core, P30 ES000210, and R21 ES020120 from the National Institute of Environmental Health Sciences. The content is solely the responsibility of the authors and does not necessarily represent the official views of the NIEHS or the National Institutes of Health. We appreciate valuable help from Alan Bergmann, Ricky Scott, Gary Points, and Glenn Wilson. We thank Grand Isle State Park, Gulfport Harbor, Bon Secour National Wildlife Refuge, and Gulf Shores National Seashore. Gulf Shores National Seashore permits: GUIS-2010-SCI-0022, GUIS-2011-SCI-0042. Bon Secour National Wildlife Refuge permits: 10-011, 11-002. Grand Isle State Park permit issue dates: May 18, 2010 and May 18, 2011.
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- 52Aeppli, C.; Carmichael, C. A.; Nelson, R. K.; Lemkau, K. L.; Graham, W. M.; Redmond, M. C.; Valentine, D. L.; Reddy, C. M. Oil Weathering after the Deepwater Horizon Disaster Led to the Formation of Oxygenated Residues Environ. Sci. Technol. 2012, 46 (16) 8799Google Scholar52https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADC%252BC38XhtVCmtLvL&md5=694daf43c413316d175cb8e7f7403a54Oil Weathering after the Deepwater Horizon Disaster Led to the Formation of Oxygenated ResiduesAeppli, Christoph; Carmichael, Catherine A.; Nelson, Robert K.; Lemkau, Karin L.; Graham, William M.; Redmond, Molly C.; Valentine, David L.; Reddy, Christopher M.Environmental Science & Technology (2012), 46 (16), 8799-8807CODEN: ESTHAG; ISSN:0013-936X. (American Chemical Society)Following the Deepwater Horizon disaster, the effect of weathering on surface slicks, oil-soaked sands, and oil-covered rocks and boulders was studied for 18 mo. With time, O content increased in the hydrocarbon residues. A weathering-dependent increase of an operationally defined oxygenated fraction relative to the satd. and arom. fractions was obsd. This oxygenated fraction made up >50% of the mass of weathered samples, had an av. C oxidn. state of -1.0, and an av. mol. formula of (C5H7O)n. These oxygenated hydrocarbon residues were devoid of natural radiocarbon, confirming a fossil source and excluding contributions from recent photosynthate. The incorporation of O into the oil hydrocarbons, which we refer to as oxyhydrocarbons, was confirmed from the detection of hydroxyl and carbonyl functional groups and the identification of long chain (C10-C32) carboxylic acids as well as alcs. On the basis of the diagnostic ratios of alkanes and polycyclic arom. hydrocarbons, and the context within which these samples were collected, we hypothesize that biodegrdn. and photooxidn. share responsibility for the accumulation of O in the oil residues. These results reveal that mol.-level transformations of petroleum hydrocarbons lead to increasing amts. of, apparently recalcitrant, oxyhydrocarbons that dominate the solvent-extractable material from oiled samples.
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- 57Eiguren-Fernandez, A.; Avol, E. L.; Thurairatnam, S.; Hakami, M.; Froines, J. R.; Miguel, A. H. Seasonal influence on vapor-and particle-phase polycyclic aromatic hydrocarbon concentrations in school communities located in Southern California Aerosol Sci. Technol. 2007, 41 (4) 438– 446Google Scholar57https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADC%252BD2sXltlaltLs%253D&md5=6ce78cc89be916b1303d68ae966e3a85Seasonal influence on vapor- and particle-phase polycyclic aromatic hydrocarbon concentrations in school communities located in southern CaliforniaEiguren-Fernandez, Arantzazu; Avol, Edward L.; Thurairatnam, Suresh; Hakami, Mahnaz; Froines, John R.; Miguel, Antonio H.Aerosol Science and Technology (2007), 41 (4), 438-446CODEN: ASTYDQ; ISSN:0278-6826. (Taylor & Francis, Inc.)Ambient concns. of 15 vapor- and particle-phase (PM2.5) polycyclic arom. hydrocarbons (PAHs), listed by the US EPA as priority pollutants, were measured between July 2002 and Nov. 2003 in six Southern California communities participating in a multi-year chronic respiratory health study of school children. The communities were geog. distributed >200 km, extending from Long Beach in coastal Los Angeles, to high mountain areas to the north and west of the Los Angeles basin, and south into Eastern San Diego County. Seasonal and spatial variation in the atm. concns. of PAHs is of interest because this class of compds. includes potent mutagens, carcinogens, and species capable of generating reactive oxygen species (ROS) that may lead to oxidative stress. Naphthalene accounted for 95% of the total PAH mass; annual avs. ranged from 89 to 142 ng m-3. Benzo[ghi]perylene (BGP) and the pro-carcinogen benzo[a]pyrene (BAP), present almost exclusively in the particle-phase, ranged resp. from 38 to 231 pg m-3 and 75 and 111 pg m-3, with the highest values obsd. in Long Beach, a community with a high vol. of seaport-related activities, and Lancaster, a commuter dormitory community. A considerable increase in the particle-phase PAH concn., relative to the vapor-phase, was obsd. as ambient temp. decreased. Cold/hot season ratios for PAHs in PM2.5 averaged 5.7, reaching 54 at Long Beach.
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Abstract
Figure 1
Figure 1. (A) Sampling locations along the Gulf of Mexico. (B) Samplers deployed off piers at each sampling site. (C) Air sampling cage affixed to pier in Gulf Breeze, FL.
Figure 2
Figure 2. (A) Σ33PAH vapor phase concentrations in air. (B) Σ33PAH dissolved concentrations in water. (16) (C) Σ13PAH net flux. (D) Phenanthrene flux. (E) Naphthalene flux. (F) Fluoranthene flux. Error bars represent the calculated 95% confidence interval based on pooled variance from a replication study.
Figure 3
Figure 3. (A) Principal component analysis (PCA) plots. Green and red triangles represent samples prior to, and after, the well head was capped, respectively. A1 is labeled by state, A2 is labeled by events numbered 1–10 (representing May 2010–May 2011), and A3 are PAH vectors (p20 = pyrene, p17 = fluoranthene, p14 = 1-methylphenanthrene, p12 = 2methylphenanthrene, p10 = phenanthrene). (B) Individual state PCA plots. (C) Ratio of 2–3 ring/4–6 ring PAHs for each site during each sampling event.
Figure 4
Figure 4. (A) Σ22OPAH vapor phase concentrations in air. (B) Acenaphthenequinone vapor phase concentrations in air. (C) Σ22OPAH dissolved concentrations in water. (D) Σ7OPAH net flux. (E) Benzofluorenone flux. (F) Acenaphthenequinone flux. Error bars represent the calculated 95% confidence interval based on pooled variance from a replication study.
References
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- 14Tsai, P.-J.; Shieh, H.-Y.; Lee, W.-J.; Lai, S.-O. Characterization of PAHs in the atmosphere of carbon black manufacturing workplaces J. Hazardous Mater. 2002, 91 (1) 25– 42Google Scholar14https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADC%252BD38XitVyjsrg%253D&md5=56dc62a1c3e456dbee57751fea1f0965Characterization of PAHs in the atmosphere of carbon black manufacturing workplacesTsai, Perng-Jy; Shieh, Hong-Yong; Lee, Wen-Jhy; Lai, Soon-OnnJournal of Hazardous Materials (2002), 91 (1-3), 25-42CODEN: JHMAD9; ISSN:0304-3894. (Elsevier Science B.V.)This study characterized the polycyclic arom. hydrocarbon (PAH) content in the atm. of an oil furnace carbon black manufg. plant in Taiwan. A std. semi-volatile sampling train, the PS-1 sampler, collected samples from 8 areas, including feedstock oil unloading, furnace, filtering/micro-pulverization, pelletizing, packaging, office/outside, office/inside, and boundary area, resp. For each area, side-by-side static samples were collected simultaneously; 16 samples were collected. For each sample, adsorbent-retained and filter-retained PAH content were directly used to det. concns. of gaseous and particle-bound PAH, resp. A gas chromatog./mass spectrometer (GC/MS) method was used for PAH analyses; a total of 21 PAH species were detd. Results showed gaseous PAH accounted for only 69.2% of total PAH content for samples collected in the packaging area, which was significantly lower than samples collected in the remaining 7 areas (96.3-99.7%). This result is not too surprising because the packaging area had the highest dust concn. due to the release of carbon black dust during packaging. The contribution of gaseous PAH to the total benzo[a]pyrene equiv. (BaPeq) content was further examd. from a health-risk assessment viewpoint. Gaseous PAH contribution to total BaPeq content (63.1%) was quite comparable to the corresponding contribution to total PAH content for samples collected in the packaging area; however, a different trend was obsd. for samples collected from the other 7 areas, where the gaseous PAH contribution to total BaPeq content (67.7-93.4%) was lower than the corresponding contribution to total PAH content. These results are explained by PAH homologues contained in gaseous and particle-bound PAH. Gaseous PAH contained higher fractions of less carcinogenic, low mol. wt. PAH homologues; particle-bound PAH contained higher fractions of more carcinogenic, high mol. wt. PAH homologues. Since the contributions of gaseous PAH to total PAH and total BaPeq content were well above 50% for the 8 studied areas, it was concluded that particle-bound and gaseous PAH should be included in assessing exposure of carbon black workers.
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- 16Allan, S. E.; Smith, B. W.; Anderson, K. A. Impact of the Deepwater Horizon Oil Spill on Bioavailable Polycyclic Aromatic Hydrocarbons in Gulf of Mexico Coastal Waters Environ. Sci. Technol. 2012, 46, 2033– 2039Google Scholar16https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADC%252BC38XitVSnt7g%253D&md5=7794377ce7413233690054271e1f0250Impact of Deepwater Horizon oil spill on bioavailable polycyclic aromatic hydrocarbons in Gulf of Mexico coastal watersAllan, Sarah E.; Smith, Brian W.; Anderson, Kim A.Environmental Science & Technology (2012), 46 (4), 2033-2039CODEN: ESTHAG; ISSN:0013-936X. (American Chemical Society)An estd. 4.1 million barrels of oil and 2.1 million gal of dispersants were released into the Gulf of Mexico during the Deepwater Horizon oil spill. There is a continued need for information about the impacts and long-term effects of the disaster on the Gulf of Mexico. The objectives of this study were to assess bioavailable polycyclic arom. hydrocarbons (PAHs) in the coastal waters of four Gulf Coast states that were impacted by the spill. For over a year, beginning in May 2010, passive sampling devices were used to monitor the bioavailable concn. of PAHs. Prior to shoreline oiling, baseline data were obtained at all the study sites, allowing for direct before and after comparisons of PAH contamination. Significant increases in bioavailable PAHs were seen following the oil spill, however, preoiling levels were obsd. at all sites by March 2011. A return to elevated PAH concns., accompanied by a chem. fingerprint similar to that obsd. while the site was being impacted by the spill, was obsd. in Alabama in summer 2011. Chem. forensic modeling demonstrated that elevated PAH concns. are assocd. with distinctive chem. profiles.
- 17Baker, J. E.; Eisenreich, S. J. Concentrations and fluxes of polycyclic aromatic hydrocarbons and polychlorinated biphenyls across the air-water interface of Lake Superior Environ. Sci. Technol. 1990, 24 (3) 342– 352Google ScholarThere is no corresponding record for this reference.
- 18Bamford, H. A.; Offenberg, J. H.; Larsen, R. K.; Ko, F. C.; Baker, J. E. Diffusive exchange of polycyclic aromatic hydrocarbons across the air-water interface of the Patapsco River, an urbanized subestuary of the Chesapeake Bay Environ. Sci. Technol. 1999, 33 (13) 2138– 2144Google ScholarThere is no corresponding record for this reference.
- 19Fang, M.-D.; Lee, C.-L.; Jiang, J.-J.; Ko, F.-C.; Baker, J. E. Diffusive exchange of PAHs across the air–water interface of the Kaohsiung Harbor lagoon, Taiwan J. Environ. Manage. 2012, 110, 179– 187Google ScholarThere is no corresponding record for this reference.
- 20Gustafson, K. E.; Dickhut, R. M. Distribution of polycyclic aromatic hydrocarbons in southern Chesapeake Bay surface water: evaluation of three methods for determining freely dissolved water concentrations Environ. Toxicol. Chem. 1997, 16 (3) 452– 461Google ScholarThere is no corresponding record for this reference.
- 21Prest, H.; Jacobson, L.; Huckins, J. Passive sampling of water and coastal air via semipermeable membrane devices Chemosphere 1995, 30 (7) 1351– 1361Google ScholarThere is no corresponding record for this reference.
- 22Lohmann, R.; Dapsis, M.; Morgan, E. J.; Dekany, V.; Luey, P. J. Determining Air–Water Exchange, Spatial and Temporal Trends of Freely Dissolved PAHs in an Urban Estuary Using Passive Polyethylene Samplers Environ. Sci. Technol. 2011, 45 (7) 2655– 2662Google ScholarThere is no corresponding record for this reference.
- 23McDonough, C. A.; Khairy, M. A.; Muir, D. C.; Lohmann, R. The significance of population centers as sources of gaseous and dissolved PAHs in the lower Great Lakes Environ. Sci. Technol. 2014, 48, 7789– 7797Google ScholarThere is no corresponding record for this reference.
- 24Lohmann, R.; Klanova, J.; Kukucka, P.; Yonis, S.; Bollinger, K. Concentrations, Fluxes, and Residence Time of PBDEs Across the Tropical Atlantic Ocean Environ. Sci. Technol. 2013, 47 (24) 13967– 13975Google ScholarThere is no corresponding record for this reference.
- 25Lohmann, R.; Klanova, J.; Pribylova, P.; Liskova, H.; Yonis, S.; Bollinger, K. PAHs on a west-to-east transect across the tropical Atlantic Ocean Environ. Sci. Technol. 2013, 47 (6) 2570– 2578Google ScholarThere is no corresponding record for this reference.
- 26Ramseur, J. L. Deepwater Horizon Oil Spill: The Fate of the Oil; Congressional Research Service, Library of Congress: Washington, DC, 2010.Google ScholarThere is no corresponding record for this reference.
- 27Bartkow, M. E.; Jones, K. C.; Kennedy, K. E.; Holling, N.; Hawker, D. W.; Müller, J. F. Evaluation of performance reference compounds in polyethylene-based passive air samplers Environ. Pollut. 2006, 144 (2) 365– 370Google ScholarThere is no corresponding record for this reference.
- 28Booij, K.; Smedes, F.; van Weerlee, E. M. Spiking of performance reference compounds in low density polyethylene and silicone passive water samplers Chemosphere 2002, 46 (8) 1157– 1161Google Scholar28https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADC%252BD38XhtFyksrw%253D&md5=92ff3fb4278aca09ebea009112d420f5Spiking of performance reference compounds in low density polyethylene and silicone passive water samplersBooij, Kees; Smedes, Foppe; van Weerlee, Evaline M.Chemosphere (2002), 46 (8), 1157-1161CODEN: CMSHAF; ISSN:0045-6535. (Elsevier Science Ltd.)A method to spike performance ref. compds. (PRCs) into low d. polyethylene (LDPE) and silicone polymers is described. This method is based on equilibration of LDPE and silicone in aq./methanolic solns. of PRCs. Equilibration times range from minutes to hours for perdeuterated polyarom. hydrocarbons (PAHs) and PCBs with a hydrophobicity in the range 3.9<logKow<7.7. Best results were obtained for MeOH-H2O ratios of 80/20 (vol./vol.). The method allows for the use of PRCs for in situ calibration of the uptake kinetics of these solvent-free samplers similar to the calibration of semipermeable membrane devices.
- 29Huckins, J. N.; Petty, J. D.; Lebo, J. A.; Almeida, F. V.; Booij, K.; Alvarez, D. A.; Cranor, W. L.; Clark, R. C.; Mogensen, B. B. Development of the permeability/performance reference compound approach for in situ calibration of semipermeable membrane devices Environ. Sci. Technol. 2002, 36 (1) 85– 91Google Scholar29https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADC%252BD3MXosVOit78%253D&md5=d257fdaf8e80937937cd1f3af703df2fDevelopment of the Permeability/Performance Reference Compound Approach for In Situ Calibration of Semipermeable Membrane DevicesHuckins, James N.; Petty, Jimmie D.; Lebo, Jon A.; Almeida, Fernanda V.; Booij, Kees; Alvarez, David A.; Cranor, Walter L.; Clark, Randal C.; Mogensen, Betty B.Environmental Science and Technology (2002), 36 (1), 85-91CODEN: ESTHAG; ISSN:0013-936X. (American Chemical Society)Permeability/performance ref. compds. (PRCs) are analytically noninterfering org. compds. with moderate to high fugacity from semipermeable membrane devices (SPMDs) that are added to the lipid prior to membrane enclosure. Assuming that isotropic exchange kinetics (IEK) apply and that SPMD-water partition coeffs. are known, measurement of PRC dissipation rate consts. during SPMD field exposures and lab. calibration studies permits the calcn. of an exposure adjustment factor (EAF). In theory, PRC-derived EAF ratios reflect changes in SPMD sampling rates (relative to lab. data) due to differences in exposure temp., membrane biofouling, and flow velocity-turbulence at the membrane surface. Thus, the PRC approach should allow for more accurate ests. of target solute/vapor concns. in an exposure medium. Under some exposure conditions, the impact of environmental variables on SPMD sampling rates may approach an order of magnitude. The results of this study suggest that most of the effects of temp., facial velocity-turbulence, and biofouling on the uptake rates of analytes with a wide range of hydrophobicities can be deduced from PRCs with a much narrower range of hydrophobicities. Finally, our findings indicate that the use of PRCs permits prediction of in situ SPMD sampling rates within 2-fold of directly measured values.
- 30Söderström, H. S.; Bergqvist, P.-A. Passive air sampling using semipermeable membrane devices at different wind-speeds in situ calibrated by performance reference compounds Environ. Sci. Technol. 2004, 38 (18) 4828– 4834Google ScholarThere is no corresponding record for this reference.
- 31Anderson, K.; Sethajintanin, D.; Sower, G.; Quarles, L. Field trial and modeling of uptake rates of in situ lipid-free polyethylene membrane passive sampler Environ. Sci. Technol. 2008, 42 (12) 4486– 4493Google ScholarThere is no corresponding record for this reference.
- 32O’Connell, S. G.; McCartney, M. A.; Paulik, L. B.; Allan, S. E.; Tidwell, L. G.; Wilson, G.; Anderson, K. A. Improvements in pollutant monitoring: Optimizing silicone for co-deployment with polyethylene passive sampling devices Environ. Pollut. 2014, 193, 71– 78Google ScholarThere is no corresponding record for this reference.
- 33Bartkow, M. E.; Huckins, J. N.; Müller, J. F. Field-based evaluation of semipermeable membrane devices (SPMDs) as passive air samplers of polyaromatic hydrocarbons (PAHs) Atmos. Environ. 2004, 38 (35) 5983– 5990Google ScholarThere is no corresponding record for this reference.
- 34NOAA. http://tidesandcurrents.noaa.gov/station_retrieve.shtml?type=Meteorological%20Observations. NOAA, 2013.Google ScholarThere is no corresponding record for this reference.
- 35G.S.I. Environmental Chemical Properties Data Base. http://www.gsi-net.com/en/publications/gsi-chemical-database.html (accessed 02/10/ 2014) .Google ScholarThere is no corresponding record for this reference.
- 36Johnson, M. A numerical scheme to calculate temperature and salinity dependent air-water transfer velocities for any gas Ocean Sci. 2010, 6 (4) 913– 932Google Scholar36https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADC%252BC3MXnvFeqs7w%253D&md5=e32754526c8e812fd71140cb4a52560cA numerical scheme to calculate temperature and salinity dependent air-water transfer velocities for any gasJohnson, M. T.Ocean Science (2010), 6 (4), 913-932CODEN: OSCCCS; ISSN:1812-0784. (Copernicus Publications)The ocean-atm. flux of a gas can be calcd. from its measured or estd. concn. gradient across the air-sea interface and the transfer velocity (a term representing the cond. of the layers either side of the interface with respect to the gas of interest). Traditionally the transfer velocity has been estd. from empirical relationships with wind speed, and then scaled by the Schmidt no. of the gas being transferred. Complex, phys. based models of transfer velocity (based on more phys. forcings than wind speed alone), such as the NOAA COARE algorithm, have more recently been applied to well-studied gases such as carbon dioxide and DMS (although many studies still use the simpler approach for these gases), but there is a lack of validation of such schemes for other, more poorly studied gases. The aim of this paper is to provide a flexible numerical scheme which will allow the estn. of transfer velocity for any gas as a function of wind speed, temp. and salinity, given data on the soly. and liq. molar volume of the particular gas. New and existing parameterizations (including a novel empirical parameterization of the salinity-dependence of Henry's law soly.) are brought together into a scheme implemented as a modular, extensible program in the R computing environment which is available in the supplementary online material accompanying this paper; along with input files contg. soly. and structural data for ∼90 gases of general interest, enabling the calcn. of their total transfer velocities and component parameters. Comparison of the scheme presented here with alternative schemes and methods for calcg. air-sea flux parameters shows good agreement in general. It is intended that the various components of this numerical scheme should be applied only in the absence of exptl. data providing robust values for parameters for a particular gas of interest.
- 37Matzke, M. M.; Allan, S. E.; Anderson, K. A.; Waters, K. M. An approach for calculating a confidence interval from a single aquatic sample for monitoring hydrophobic organic contaminants Environ. Toxicol. Chem. 2012, 31 (12) 2888– 2892Google ScholarThere is no corresponding record for this reference.
- 38Lehr, B.; Bristol, S.; Possolo, A.Oil Budget Calculator—Deepwater Horizon, Technical Documentation: A Report to the National Incident Command; Coastal Response Research Center: Durham, NH, 2010.Google ScholarThere is no corresponding record for this reference.
- 39Leifer, I.; Lehr, W. J.; Simecek-Beatty, D.; Bradley, E.; Clark, R.; Dennison, P.; Hu, Y.; Matheson, S.; Jones, C. E.; Holt, B. State of the art satellite and airborne marine oil spill remote sensing: Application to the BP Deepwater Horizon oil spill Remote Sens. Environ. 2012, 124, 185– 209Google ScholarThere is no corresponding record for this reference.
- 40Middlebrook, A. M.; Murphy, D. M.; Ahmadov, R.; Atlas, E. L.; Bahreini, R.; Blake, D. R.; Brioude, J.; de Gouw, J. A.; Fehsenfeld, F. C.; Frost, G. J. Air quality implications of the Deepwater Horizon oil spill Proc. Natl. Acad. Sci. U. S. A. 2011, 109, 20280– 20285Google ScholarThere is no corresponding record for this reference.
- 41Allen, A. A.; Jaeger, D.; Mabile, N. J.; Costanzo, D. The Use of Controlled Burning during the Gulf of Mexico Deepwater Horizon MC-252 Oil Spill Response. In International Oil Spill Conference Proceedings (IOSC); American Petroleum Institute: Washington, DC, 2011; p abs194.Google ScholarThere is no corresponding record for this reference.
- 42Brubaker, W. W.; Hites, R. A. OH reaction kinetics of polycyclic aromatic hydrocarbons and polychlorinated dibenzo-p-dioxins and dibenzofurans J. Phys. Chem. A 1998, 102 (6) 915– 921Google ScholarThere is no corresponding record for this reference.
- 43Jones, K. C.; De Voogt, P. Persistent organic pollutants (POPs): State of the science Environ. Pollut. 1999, 100 (1) 209– 221Google ScholarThere is no corresponding record for this reference.
- 44Terzi, E.; Samara, C. Gas-particle partitioning of polycyclic aromatic hydrocarbons in urban, adjacent coastal, and continental background sites of western Greece Environ. Sci. Technol. 2004, 38 (19) 4973– 4978Google ScholarThere is no corresponding record for this reference.
- 45Ravindra, K.; Bencs, L.; Wauters, E.; De Hoog, J.; Deutsch, F.; Roekens, E.; Bleux, N.; Berghmans, P.; Van Grieken, R. Seasonal and site-specific variation in vapour and aerosol phase PAHs over Flanders (Belgium) and their relation with anthropogenic activities Atmos. Environ. 2006, 40 (4) 771– 785Google Scholar45https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADC%252BD2MXhtlGgsbzL&md5=5164c9a00fc112aed24afb4718c120a2Seasonal and site-specific variation in vapour and aerosol phase PAHs over Flanders (Belgium) and their relation with anthropogenic activitiesRavindra, Khaiwal; Bencs, Laszlo; Wauters, Eric; de Hoog, Johan; Deutsch, Felix; Roekens, Edward; Bleux, Nico; Berghmans, Patrick; Van Grieken, ReneAtmospheric Environment (2006), 40 (4), 771-785CODEN: AENVEQ; ISSN:1352-2310. (Elsevier Ltd.)The concns. of 16 US-EPA criteria polycyclic arom. hydrocarbons (PAHs) were monitored during various seasons at 6 different cities/locations in the northern part of Belgium. Pressurized liq. extn. was used for the fast recovery of PAHs from quartz fiber filters and polyurethane foams in <30 min with min. solvent consumption prior to their anal. with high-performance liq. chromatog. The concns. of PAHs varied significantly at the studied sites and showed relation to different anthropogenic activities, such as vehicular emission (diesel/gasoline), incinerator, petroleum/oil burning, coke prodn., and wood/coal combustion. The annual av. PAH concn. ranged from 17 (at a rural site) to 114 ng m-3 (near a petroleum harbor and industry). Most of the human carcinogenic PAHs were found to be assocd. with suspended particulate matter, which forms around ∼55% of the total PAH levels in aerosols. Relatively higher concns. of PAHs were detected in aerosol samples during winter compared with other seasons, whereas no clear seasonal trend was obsd. for the vapor phase PAHs. This fraction is likely to be more local in origin; hence, it can be used as a site-specific characteristic. The site-specific concns. of individual PAHs were also used in diagnostic ratio evaluations and in principal component anal. to find their relation with various anthropogenic activities. The vehicular emission is a major source of PAHs in Flanders, although other anthropogenic sources, as above, have also an impact on the total PAH levels.
- 46Khairy, M. A.; Lohmann, R. Field validation of polyethylene passive air samplers for parent and alkylated PAHs in Alexandria, Egypt Environ. Sci. Technol. 2012, 46 (7) 3990– 3998Google ScholarThere is no corresponding record for this reference.
- 47He, J.; Balasubramanian, R. The exchange of SVOCs across the air-sea interface in Singapore’s coastal environment Atmos. Chem. Phys. Discuss. 2009, 9, 13235– 13269Google ScholarThere is no corresponding record for this reference.
- 48Larsen, R. K.; Baker, J. E. Source apportionment of polycyclic aromatic hydrocarbons in the urban atmosphere: A comparison of three methods Environ. Sci. Technol. 2003, 37 (9) 1873– 1881Google Scholar48https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADC%252BD3sXit1OjsL0%253D&md5=899a4090d8089951db651a6270368cf9Source apportionment of polycyclic aromatic hydrocarbons in the urban atmosphere: a comparison of three methodsLarsen, Randolph K., III; Baker, Joel E.Environmental Science and Technology (2003), 37 (9), 1873-1881CODEN: ESTHAG; ISSN:0013-936X. (American Chemical Society)Polycyclic arom. hydrocarbons (PAH) are ubiquitous pollutants in urban atmospheres. Several PAH are known carcinogens or are precursors to carcinogenic daughter compds. Understanding the contributions of various emission sources is crit. to appropriately manage PAH concns. in the environment. PAH sources to ambient air in Baltimore, Maryland, were detd. using 3 source apportionment methods: principal component anal. with multiple linear regression, UNMIX, and pos. matrix factorization. Detg. source apportionment through multiple techniques mitigates weaknesses in individual methods and strengthens overlapping conclusions. Overall source contributions compared well among methods. Vehicles, diesel- and gasoline-fueled, contributed on av. 16-26%, coal 28-36%, oil 15-23%, and wood/other having the greatest disparity of 23-35% of total (gas- plus particle-phase) PAH. Seasonal trends were obsd. for coal and oil. Coal was the dominate PAH source in summer; oil dominated in winter. Pos. matrix factorization was the only method to segregate diesel from gasoline sources. These methods indicated the no. and relative strength of PAH sources to the ambient urban atm. As with all source apportionment techniques, these methods require the user to objectively interpret resulting source profiles.
- 49Wang, Z.; Stout, S. Oil Spill Environmental Forensics: Fingerprinting and Source Identification; Academic Press: Waltham, MA, 2010.Google ScholarThere is no corresponding record for this reference.
- 50Blumer, M.; Youngblood, W. Polycyclic aromatic hydrocarbons in soils and recent sediments Science 1975, 188 (4183) 53– 55Google ScholarThere is no corresponding record for this reference.
- 51Zhang, W.; Zhang, S.; Wan, C.; Yue, D.; Ye, Y.; Wang, X. Source diagnostics of polycyclic aromatic hydrocarbons in urban road runoff, dust, rain and canopy throughfall Environ. Pollut. 2008, 153 (3) 594– 601Google ScholarThere is no corresponding record for this reference.
- 52Aeppli, C.; Carmichael, C. A.; Nelson, R. K.; Lemkau, K. L.; Graham, W. M.; Redmond, M. C.; Valentine, D. L.; Reddy, C. M. Oil Weathering after the Deepwater Horizon Disaster Led to the Formation of Oxygenated Residues Environ. Sci. Technol. 2012, 46 (16) 8799Google Scholar52https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADC%252BC38XhtVCmtLvL&md5=694daf43c413316d175cb8e7f7403a54Oil Weathering after the Deepwater Horizon Disaster Led to the Formation of Oxygenated ResiduesAeppli, Christoph; Carmichael, Catherine A.; Nelson, Robert K.; Lemkau, Karin L.; Graham, William M.; Redmond, Molly C.; Valentine, David L.; Reddy, Christopher M.Environmental Science & Technology (2012), 46 (16), 8799-8807CODEN: ESTHAG; ISSN:0013-936X. (American Chemical Society)Following the Deepwater Horizon disaster, the effect of weathering on surface slicks, oil-soaked sands, and oil-covered rocks and boulders was studied for 18 mo. With time, O content increased in the hydrocarbon residues. A weathering-dependent increase of an operationally defined oxygenated fraction relative to the satd. and arom. fractions was obsd. This oxygenated fraction made up >50% of the mass of weathered samples, had an av. C oxidn. state of -1.0, and an av. mol. formula of (C5H7O)n. These oxygenated hydrocarbon residues were devoid of natural radiocarbon, confirming a fossil source and excluding contributions from recent photosynthate. The incorporation of O into the oil hydrocarbons, which we refer to as oxyhydrocarbons, was confirmed from the detection of hydroxyl and carbonyl functional groups and the identification of long chain (C10-C32) carboxylic acids as well as alcs. On the basis of the diagnostic ratios of alkanes and polycyclic arom. hydrocarbons, and the context within which these samples were collected, we hypothesize that biodegrdn. and photooxidn. share responsibility for the accumulation of O in the oil residues. These results reveal that mol.-level transformations of petroleum hydrocarbons lead to increasing amts. of, apparently recalcitrant, oxyhydrocarbons that dominate the solvent-extractable material from oiled samples.
- 53Albinet, A.; Leoz-Garziandia, E.; Budzinski, H.; ViIlenave, E. Polycyclic aromatic hydrocarbons (PAHs), nitrated PAHs and oxygenated PAHs in ambient air of the Marseilles area (South of France): Concentrations and sources Sci. Total Environ. 2007, 384 (1–3) 280– 292Google ScholarThere is no corresponding record for this reference.
- 54Wilson, N. K.; McCurdy, T. R.; Chuang, J. C. Concentrations and phase distributions of nitrated and oxygenated polycyclic aromatic hydrocarbons in ambient air Atmos. Environ. 1995, 29 (19) 2575– 2584Google ScholarThere is no corresponding record for this reference.
- 55Albaigés, J.; Bayona, J. M.; Fernandez, P.; Grimalt, J.; Rosell, A.; Simó, R. Vapor-particle partitioning of hydrocarbons in Western Mediterranean urban and marine atmospheres Microchim. Acta 1991, 104 (1) 13– 27Google ScholarThere is no corresponding record for this reference.
- 56Cincinelli, A.; Bubba, M. D.; Martellini, T.; Gambaro, A.; Lepri, L. Gas-particle concentration and distribution of n-alkanes and polycyclic aromatic hydrocarbons in the atmosphere of Prato (Italy) Chemosphere 2007, 68 (3) 472– 478Google ScholarThere is no corresponding record for this reference.
- 57Eiguren-Fernandez, A.; Avol, E. L.; Thurairatnam, S.; Hakami, M.; Froines, J. R.; Miguel, A. H. Seasonal influence on vapor-and particle-phase polycyclic aromatic hydrocarbon concentrations in school communities located in Southern California Aerosol Sci. Technol. 2007, 41 (4) 438– 446Google Scholar57https://chemport.cas.org/services/resolver?origin=ACS&resolution=options&coi=1%3ACAS%3A528%3ADC%252BD2sXltlaltLs%253D&md5=6ce78cc89be916b1303d68ae966e3a85Seasonal influence on vapor- and particle-phase polycyclic aromatic hydrocarbon concentrations in school communities located in southern CaliforniaEiguren-Fernandez, Arantzazu; Avol, Edward L.; Thurairatnam, Suresh; Hakami, Mahnaz; Froines, John R.; Miguel, Antonio H.Aerosol Science and Technology (2007), 41 (4), 438-446CODEN: ASTYDQ; ISSN:0278-6826. (Taylor & Francis, Inc.)Ambient concns. of 15 vapor- and particle-phase (PM2.5) polycyclic arom. hydrocarbons (PAHs), listed by the US EPA as priority pollutants, were measured between July 2002 and Nov. 2003 in six Southern California communities participating in a multi-year chronic respiratory health study of school children. The communities were geog. distributed >200 km, extending from Long Beach in coastal Los Angeles, to high mountain areas to the north and west of the Los Angeles basin, and south into Eastern San Diego County. Seasonal and spatial variation in the atm. concns. of PAHs is of interest because this class of compds. includes potent mutagens, carcinogens, and species capable of generating reactive oxygen species (ROS) that may lead to oxidative stress. Naphthalene accounted for 95% of the total PAH mass; annual avs. ranged from 89 to 142 ng m-3. Benzo[ghi]perylene (BGP) and the pro-carcinogen benzo[a]pyrene (BAP), present almost exclusively in the particle-phase, ranged resp. from 38 to 231 pg m-3 and 75 and 111 pg m-3, with the highest values obsd. in Long Beach, a community with a high vol. of seaport-related activities, and Lancaster, a commuter dormitory community. A considerable increase in the particle-phase PAH concn., relative to the vapor-phase, was obsd. as ambient temp. decreased. Cold/hot season ratios for PAHs in PM2.5 averaged 5.7, reaching 54 at Long Beach.
Supporting Information
Supporting Information
ARTICLE SECTIONSFigures that present the full characterization of PAH and OPAH chemical profiles and PAH flux for all samples. The Supporting Information is available free of charge on the ACS Publications website at DOI: 10.1021/es503827y.
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