Statistical evaluation of the impact of shale gas activities on ozone pollution in North Texas

Science of the Total Environment

Volumn 536, Issue , 2015, Pages 457-467

  Ahmadi, Mahdi ^a   John, Kuruvilla ^a  

^a UNIVERSITY OF NORTH TEXAS   (United States)

Author keywords

Barnett Shale; Hydraulic fracturing; Meteorological adjustment; Ozone pollution; Ozone trend; Shale gas; Statistical evaluation

Indexed keywords

AIR POLLUTION; BALLOONS; GAS INDUSTRY; GASES; GEOLOGICAL SURVEYS; HYDRAULIC FRACTURING; IONIZATION OF GASES; NATURAL GAS FIELDS; OZONE; PETROLEUM PROSPECTING; POLLUTION; SHALE GAS;

BARNETT SHALE; METEOROLOGICAL ADJUSTMENT; OZONE POLLUTION; OZONE TRENDS; STATISTICAL EVALUATION;

SHALE;

AIR QUALITY; ATMOSPHERIC POLLUTION; GAS FIELD; GAS PRODUCTION; GEOSTATISTICS; HYDRAULIC FRACTURE; HYDROCARBON EXPLORATION; OZONE; SHALE; TREND ANALYSIS;

ARTICLE; CONCENTRATION (PARAMETERS); ENVIRONMENTAL IMPACT ASSESSMENT; ENVIRONMENTAL MONITORING; ENVIRONMENTAL PLANNING; EXHAUST GAS; GAS; GEOGRAPHIC DISTRIBUTION; MATHEMATICAL COMPUTING; METEOROLOGICAL PHENOMENA; OZONE LAYER; POLLUTION; PRIORITY JOURNAL; SHALE GAS; STATISTICAL ANALYSIS; UNITED STATES; WIND; AIR POLLUTANT; AIR POLLUTION; ANALYSIS; MINING; OIL AND GAS FIELD; STATISTICS AND NUMERICAL DATA; TEXAS;

DALLAS COUNTY [TEXAS]; FORT WORTH; TEXAS; UNITED STATES;

AIR POLLUTANT; NATURAL GAS; OZONE;

AIR POLLUTANTS; AIR POLLUTION; ENVIRONMENTAL MONITORING; EXTRACTION AND PROCESSING INDUSTRY; NATURAL GAS; OIL AND GAS FIELDS; OZONE; TEXAS;

EID: 84938151303     PISSN: 00489697     EISSN: 18791026     Source Type: Journal    
DOI: 10.1016/j.scitotenv.2015.06.114     Document Type: Article

References (54)

1. Bar-Ilan A., Grant J., Friesen R., Pollack A.K. Development of Baseline 2006 Emissions from Oil and Gas Activity in the Denver-Julesburg Basin 2008, Prepared for, Colorado Department of Public Health and Environment Air Pollution Control Division, Novato, CA.
2. Bunch A.G., Perry C.S., Abraham L., Wikoff D.S., Tachovsky J.A., Hixon J.G., et al. Evaluation of impact of shale gas operations in the Barnett Shale region on volatile organic compounds in air and potential human health risks. Sci. Total Environ. 2014, 468:832-842.
3. Carlton A.G., Little E., Moeller M., Odoyo S., Shepson P.B. The data gap: can a lack of monitors obscure loss of clean air act benefits in fracking areas?. Environ. Sci. Technol. 2014, 48:893-894.
4. Carter W.P., Seinfeld J.H. Winter ozone formation and VOC incremental reactivities in the Upper Green River Basin of Wyoming. Atmos. Environ. 2012, 50:255-266.
5. CFR Title 40 - Protection of Environment: 40 CFR Part 50 - Appendix I: Interpretation of the 8-hour Primary and Secondary National Ambient Air Quality Standards for Ozone 2013, U.S. Government Printing Office, Washington, DC.
6. Colborna T., Schultza K., Herricka L., Kwiatkowskia C. An exploratory study of air quality near natural gas operations. J. Air Waste Manage. Assoc. 2014, 20:86-105.
7. Cox W.M., Chu S.-H. Meteorologically adjusted ozone trends in urban areas: a probabilistic approach. Atmos. Environ. B Urban Atmos. 1993, 27:425-434.
8. Cox W.M., Chu S.-H. Assessment of interannual ozone variation in urban areas from a climatological perspective. Atmos. Environ. 1996, 30:2615-2625.
9. Davies R.J. Methane contamination of drinking water caused by hydraulic fracturing remains unproven. Proc. Natl. Acad. Sci. 2011, 108:E871.
10. de Melo-Martín I., Hays J., Finkel M.L. The role of ethics in shale gas policies. Sci. Total Environ. 2014, 470:1114-1119.
11. Eaton T.T. Science-based decision-making on complex issues: Marcellus shale gas hydrofracking and New York City water supply. Sci. Total Environ. 2013, 461-462:158-169.
12. Edwards P.M., Young C.J., Aikin K., deGouw J., Dubé W.P., Geiger F., et al. Ozone photochemistry in an oil and natural gas extraction region during winter: simulations of a snow-free season in the Uintah Basin, Utah. Atmos. Chem. Phys. 2013, 13:8955-8971.
13. Flaum J.B., Rao S.T., Zurbenko I.G. Moderating the influence of meteorological conditions on ambient ozone concentrations. J. Air Waste Manage. Assoc. 1996, 46:35-46.
14. Gilman J.B., Lerner B.M., Kuster W.C., de Gouw J.A. Source signature of volatile organic compounds from oil and natural gas operations in Northeastern Colorado. Environ. Sci. Technol. 2013, 47:1297-1305.
15. Grant J., Parker L., Bar-Ilan A., Kemball-Cook S., Yarwood G. Development of Emissions Inventories for Natural Gas Exploration and Production Activity in the Haynesville Shale, Novato, CA 2009.
16. Howarth R.W., Ingraffea A., Engelder T. Natural gas: should fracking stop?. Nature 2011, 477:271-275.
17. Jackson R.B., Osborn S.G., Vengosh A., Warner N.R. Reply to Davies: hydraulic fracturing remains a possible mechanism for observed methane contamination of drinking water. Proc. Natl. Acad. Sci. 2011, 108:E872.
18. Kemball-Cook S., Bar-Ilan A., Grant J., Parker L., Jung J., Santamaria W., et al. Ozone impacts of natural gas development in the Haynesville shale. Environ. Sci. Technol. 2010, 44:9357-9363.
19. Koenig J.Q. Health Effects of Ambient Air Pollution: How Safe Is the Air We Breathe? 2000, Springer.
20. Litovitz A., Curtright A., Abramzon S., Burger N., Samaras C. Estimation of regional air-quality damages from Marcellus Shale natural gas extraction in Pennsylvania. Environ. Res. Lett. 2013, 8:014017.
21. Lyman S., Shorthill H. Final Report: 2012 Uinta Basin Winter Ozone and Air Quality Study 2013, Office of Commercialization and Regional Development, Utah State University, Logan, UT.
22. Lyman S., Shorthill H. Final Report: 2013 Uinta Basin Winter Ozone and Air Quality Study 2013, Office of Commercialization and Regional Development, Utah State University, Logan, UT.
23. Mansfield M., Hall C. Statistical analysis of winter ozone events. Air Qual. Atmos. Health 2013, 6:687-699.
24. Martin R., Moore K., Mansfield M., Hill S., Harper K., Shorthill H. Final Report: Uinta Basin Winter Ozone and Air Quality Study: December 2010 - March 2011 2011, Energy Dynamics Laboratory, Utah State University Research Foundation, Vernal, UT.
25. McKee D. Tropospheric Ozone: Human Health and Agricultural Impacts 1993, CRC Press.
26. Milanchus M.L., Rao S.T., Zurbenko I.G. Evaluating the effectiveness of ozone management efforts in the presence of meteorological variability. J. Air Waste Manage. Assoc. 1998, 48:201-215.
27. Moore C.W., Zielinska B., Petron G., Jackson R.B. Air impacts of increased natural gas acquisition, processing, and use: a critical review. Environ. Sci. Technol. 2014, 48(15):8349-8359.
28. NRC.(National Research Council.Committee on Tropospheric Ozone Formation Measurement) Rethinking the Ozone Problem in Urban and Regional Air Pollution 1991, National Academy Press.
29. Olaguer E.P. The potential near-source ozone impacts of upstream oil and gas industry emissions. J. Air Waste Manage. Assoc. 2012, 62:966-977.
30. Osborn S.G., Vengosh A., Warner N.R., Jackson R.B. Methane contamination of drinking water accompanying gas-well drilling and hydraulic fracturing. Proc. Natl. Acad. Sci. 2011, 108:8172-8176.
31. Pétron G., Frost G., Miller B.R., Hirsch A.I., Montzka S.A., Karion A., et al. Hydrocarbon emissions characterization in the Colorado Front Range: a pilot study. J. Geophys. Res. 2012, 117:D04304.
32. Rao S.T., Zurbenko I.G. Detecting and tracking changes in ozone air quality. Air waste 1994, 44:1089-1092.
33. Rao S.T., Sistla G., Henry R. Statistical analysis of trends in urban ozone air quality. J. Air Waste Manage. Assoc. 1992, 42:1204-1211.
34. Rao S.T., Zalewsky E., Zurbenko I.G. Determining temporal and spatial variations in ozone air quality. J. Air Waste Manage. Assoc. 1995, 45:57-61.
35. Rao S.T., Zurbenko I., Porter P., Ku J., Henry R. Dealing with the ozone non-attainment problem in the Eastern United States. Environ. Manag. 1996, 1:17-31.
36. Rao S.T., Zurbenko I., Neagu R., Porter P., Ku J., Henry R. Space and time scales in ambient ozone data. Bull. Am. Meteorol. Soc. 1997, 78:2153-2166.
37. Rappenglück B., Ackermann L., Alvarez S., Golovko J., Buhr M., Field R., et al. Strong wintertime ozone events in the Upper Green River Basin, Wyoming. Atmos. Chem. Phys. Discuss. 2013, 13:17953-18005.
38. Rich A., Grover J.P., Sattler M.L. An exploratory study of air emissions associated with shale gas development and production in the Barnett Shale. J. Air Waste Manage. Assoc. 2014, 64:61-72.
39. Roy A.A., Adams P.J., Robinson A.L. Air pollutant emissions from the development, production, and processing of Marcellus Shale natural gas. J. Air Waste Manage. Assoc. 2014, 64:19-37.
40. RRC.(The Railroad Commission of Texas) Barnett Shale Information 2014, Railroad Commission of Texas.
41. Saba T., Orzechowski M. Lack of data to support a relationship between methane contamination of drinking water wells and hydraulic fracturing. Proc. Natl. Acad. Sci. 2011, 108:E663.
42. Schnell R.C., Oltmans S.J., Neely R.R., Endres M.S., Molenar J.V., White A.B. Rapid photochemical production of ozone at high concentrations in a rural site during winter. Nat. Geosci. 2009, 2:120-122.
43. Schon S.C. Hydraulic fracturing not responsible for methane migration. Proc. Natl. Acad. Sci. 2011, 108:E664.
44. Smith R.L. Extreme value analysis of environmental time series: an application to trend detection in ground-level ozone. Stat. Sci. 1989, 4:367-377.
45. Smith R.L., Huang L.-S. Modeling High Threshold Exceedances of Urban Ozone 1993, National Institute of Statistical Sciences.
46. TCEQ Site List 2014, Texas Commission on Environmental Quality.
47. U.S.Census Bureau Metropolitan and Micropolitan Statistical Areas Totals: Vintage 2011 Retrieved from, (access: April 8, 2015). http://www.census.gov/popest/data/metro/totals/2011/index.html.
48. US EIA Annual Energy Outlook 2011 with Projections to 2035 2011, Energy Information Administration, United States Department of Energy, Washington DC.
49. US EIA Annual Energy Outlook 2013 with Projections to 2040 2013, Energy Information Administration, United States Department of Energy, Washington DC.
50. US EIA AEO2014 Early Release Overview 2014, Energy Information Administration, United States Department of Energy.
51. US EPA Nonattainment Status for Each County by Year for Texas Including Previous 1-Hour Ozone Counties 2013.
52. Wang Z., Krupnick A. A retrospective review of shale gas development in the United States. Resources for the Future Discussion Paper 2013.
53. WHO Health Aspects of Air Pollution With Particulate Matter, Ozone and Nitrogen Dioxide: Report on a WHO Working Group 2003, World Health Organization, Regional Office for Europe.
54. Zurbenko I.G. The Spectral Analysis of Time Series 1986, North-Holland.