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Hazardous air pollutants and flooding: a comparative interurban study of environmental injustice

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The environmental justice literature, which finds that lower status groups tend to experience disproportionate exposure to environmental hazards, has underemphasized natural hazards, the benefits that accompany exposure to environmental risks, and comparative analytical frameworks. This study addresses these limitations by assessing patterns of environmental injustice with respect to economic deprivation (insecurity and instability), race, and ethnicity at the census tract level in the Miami and Houston Metropolitan Statistical Areas for 100-year flood risk and cancer risk from exposure to air toxics. When predicting air toxic exposure using spatial error regression models, instability was positive and significant in both cities; proportion Hispanic was significantly positive in Houston and significantly negative in Miami; neighborhood economic insecurity was positive and significant in Miami; and proportion black was not significant in either city. For flooding, spatial error regression models showed that proportion black was negative and significant in both cities; proportion Hispanic was significantly negative in Houston and nearly significantly positive in Miami; insecurity was negative and significant in Miami; and instability was not significant in either city. Results demonstrate that environments present benefits as well as risks and that this shapes patterns of environmental injustice in urban areas. The divergent findings for Hispanic suggest that analyzing Hispanic as a monolithic category of social disadvantage in the US context may not be useful in diverse cities with large Hispanic populations. More comparative studies are needed to disentangle the roles of hazard characteristics (frequency/magnitude, suddenness of onset, and divisibility) in shaping patterns of environmental injustice.

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References

  • ACS. (2007–2011). 5 year estimates: http://factfinder2.census.gov/faces/nav/jsf/pages/index.xhtml.

  • Anselin, L. (2005). Exploring spatial data with GeoDa: A workbook (pp. 1–244). Urbana, IL: University of Illinois, Urbana-Champaign.

    Google Scholar 

  • Anselin, L., Syabri, I., & Kho, Y. (2006). GeoDa: An introduction to spatial data analysis. Geographical Analysis, 38(1), 5–22.

    Google Scholar 

  • Baden, B. M., Noonan, D. S., & Turaga, R. M. R. (2007). Scales of justice: Is there a geographic bias in environmental equity analysis? Journal of Environmental Planning and Management, 50(2), 163–185.

    Article  Google Scholar 

  • Bagstad, K. J., Stapleton, K., & D’Agostino, J. R. (2007). Taxes, subsidies, and insurance as drivers of United States coastal development. Ecological Economics, 63(2–3), 285–298.

    Google Scholar 

  • Beatley, T., Brower, D., & Schwab, A. K. (1994). An Introduction to coastal zone management. Washington, DC: Island Press.

    Google Scholar 

  • Bin, O., Crawford, T. W., Kruse, J. B., & Landry, C. E. (2008). Viewscapes and flood hazard: Coastal housing market response to amenities and risk. Land Economics, 84(3), 434–448.

    Google Scholar 

  • Bin, O., & Kruse, J. B. (2006). Real estate market response to coastal flood hazards. Natural Hazards Review, 7(4), 137–144.

    Article  Google Scholar 

  • Boone, C. G., Buckley, G. B., Grove, J. M., & Chona, S. (2009). Parks and people: An environmental justice inquiry in Baltimore, Maryland. Annals of the Association of American Geographers, 99(4), 1–21.

    Article  Google Scholar 

  • Brody, S., Zahran, S., Maghelal, P., Grover, H., & Highfield, W. (2007). The rising costs of floods: Examining the impact of planning and development decisions on property damage in Florida. Journal of the American Planning Association, 73(3), 330–345.

    Article  Google Scholar 

  • Bullard, R. D. (1983). Solid waste sites and the Black Houston Community. Sociological Inquiry, 53(2–3), 273–288.

    Google Scholar 

  • Bullard, R. D., Grisgsby, E., & Lee, C. (1994). Residential apartheid: The American legacy. Los Angeles: CAA Publications.

    Google Scholar 

  • Bullard, R. D., & Wright, B. (2009). Race, place, and environmental justice after Hurricane Katrina: Struggles to reclaim, rebuild, and revitalize new orleans and the gulf coast. Boulder, CO: Westview Press.

  • Chakraborty, J. (2009). Automobiles, air toxics, and adverse health risks: Environmental inequities in Tampa Bay, Florida. Annals of the Association of American Geographers, 99(4), 674–697.

    Article  Google Scholar 

  • Chakraborty, J. (2011). Revisiting Tobler’s first law of geography: Spatial regression models for assessing environmental justice and health risk disparities. In J. A. Maantay & S. McLafferty (Eds.), Geospatial analysis of environmental health. New York: Springer.

    Google Scholar 

  • Chakraborty, J., Collins, T. W., Montgomery, M. C., & Grineski, S. E. (2014). Social and spatial inequities in exposure to flood risk: A case study in Miami, Florida. Natural Hazards Review. doi:10.1061/(ASCE)NH.1527-6996.0000140.

  • Chakraborty, J., Maantay, J., & Brender, J. D. (2011). Disproportionate proximity to environmental health hazards: methods, models, and measurement. American Journal of Public Health, 101(S1), S27–S36.

    Article  Google Scholar 

  • Chona, S., Wolch, J., & Wilson, J. (2010). Got green? Addressing environmental justice in park provision. GeoJournal, 75(3), 229–248.

    Article  Google Scholar 

  • Collins, T. (2008). The political ecology of hazard vulnerability: Marginalization, facilitation and the production of differential risk to urban wildfires in Arizona’s White Mountains. Journal of Political Ecology, 15, 21–55.

    Google Scholar 

  • Collins, T. (2009). The production of unequal risk in hazardscapes: An explanatory frame applied to disaster at the U.S.-Mexico border. Geoforum, 40(4), 589–601.

    Article  Google Scholar 

  • Collins, T. (2010). Marginalization, facilitation, and the production of unequal risk: The 2006 Paso del Norte floods. Antipode, 42(2), 258–288.

    Article  Google Scholar 

  • Costello, A. B., & Osborne, J. W. (2005). Best practices in exploratory factor analysis: Four recommendations for getting the most from your analysis. Practical Assessment Research & Evaluation, 10(7), 1–9.

    Google Scholar 

  • Cutter, S. L., Holm, D. M., & Clark, L. (1996). The role of geographic scale in monitoring environmental justice. Risk Analysis, 16(4), 517–526.

    Google Scholar 

  • Davis, M. (1999). The ecology of fear: Los Angeles and the imagination of disaster. New York: Metropolitan.

    Google Scholar 

  • Downey, L. (2006). Using geographic information systems to reconceptualize spatial relationships and ecological context. American Journal of Sociology, 112(2), 567–612.

    Article  Google Scholar 

  • Downey, L. (2007). US metropolitan-area variation in environmental inequality outcomes. Urban Studies, 44(5–6), 953–977.

    Article  Google Scholar 

  • Downey, L., & Van Willigen, M. (2005). Environmental stressors: The mental health impacts of living near industrial activity. Journal of Health and Social Behavior, 46(3), 289–305.

    Article  Google Scholar 

  • Earnhart, D. (2001). Combining revealed and stated preference methods to value environmental wetland permit decisions. Land Economics, 55(1), 213–222.

    Google Scholar 

  • Environmental Protection Agency. (2009). National-Scale Air Toxics Assessment: 2002 assessment results. http://www.epa.gov/ttn/atw/nata2002/tables.html. Accessed 31 Oct 2013.

  • Environmental Protection Agency. (2011a, March 11, 2011). 2005 National-scale air toxics assessment. Retrieved July 4, 2011, from http://www.epa.gov/ttn/atw/nata2005/index.html.

  • Environmental Protection Agency. (2011b). An overview of methods for EPA’s national-scale air toxics assessment. Retrieved May 21, 2011, from http://www.epa.gov/ttn/atw/nata2005/05pdf/nata_tmd.pdf.

  • FEMA. (2010). HUDEX report: Policy and loss data by community with County and State. FEMA, Bureau Net: National Flood Insurance Program. http://bsa.nfipstat.com/reports/w2rhudrp.htm. Accessed 25 August 2010.

  • Fielding, J., & Burningham, K. (2005). Environmental inequality and flood hazard. Local Environment, 10(4), 379–395.

    Article  Google Scholar 

  • Fotheringham, S. A., & Wong, D. W. S. (1991). The modifiable areal unit problem in multivariate statistical analysis. Environment and Planning A, 23, 1025–1044.

    Article  Google Scholar 

  • Grineski, S. E., & Collins, T. W. (2010). Environmental injustice in transnational context: Urbanization and industrial hazards in El Paso/Ciudad Juárez. Environment and Planning A, 42(6), 1308–1327.

    Article  Google Scholar 

  • Grineski, S. E., Collins, T. W., & Chakraborty, J. (2013a). Hispanic heterogeneity and environmental injustice: Intra-ethnic patterns of exposure to cancer risks from vehicular air pollution in Miami. Population and Environment, 35(1), 26–44.

    Article  Google Scholar 

  • Grineski, S. E., Collins, T. W., McDonald, Y. J., Aldouri, R., Aboargob, F., Eldeb, A., et al. (2013b). Double exposure and the climate gap: Changing demographics and extreme heat in Ciudad Juárez. Mexico: Local Environment. doi:10.1080/13549839.2013.839644.

    Google Scholar 

  • Hamilton, S. E., & Morgan, A. (2010). Integrating lidar, GIS and hedonic price modeling to measure amenity values in urban beach residential property markets. Computers, Environment and Urban Systems, 34(2), 133–141.

    Google Scholar 

  • Heynen, N., Perkins, H., & Roy, P. (2006). The political ecology of uneven green space. Urban Affairs Review, 42, 3–25.

    Article  Google Scholar 

  • Kates, R. W. (1971). Natural hazard in human ecological perspective: Hypotheses and models. Economic Geography, 47(3), 438–451.

    Article  Google Scholar 

  • Landry, S. M., & Chakraborty, J. (2009). Street trees and equity: Evaluating the spatial distribution of an urban amenity. Environment and Planning A, 41(11), 2651–2670.

    Article  Google Scholar 

  • Linder, S. H., Marko, D., & Sexton, K. (2008). Cumulative cancer risk from air pollution in Houston: Disparities in risk burden and social disadvantage. Environmental Science and Technology, 42(12), 4312–4322.

    Article  Google Scholar 

  • Maantay, J., & Maroko, A. (2009). Mapping urban risk: Flood hazards, race, & environmental justice in New York. Applied Geography, 29(1), 111–124.

    Article  Google Scholar 

  • Maroko, A. R., Maantay, J., Sohler, N. L., Grady, K. L., & Arno, P. (2009). The complexities of measuring access to parks and physical activity sites in New York City: A quantitative and qualitative approach. International Journal of Health Geographics, 8(34). doi:10.1186/1476-072X-8-34

  • Messer, L. C., Laraia, B. A., Kaufman, J. S., Eyster, J., Holzman, C., Culhane, J., et al. (2006). The development of a standardized neighborhood deprivation index. Journal of Urban Health, 83(6), 105.

    Google Scholar 

  • Milon, J., Gressel, J., & Mulkey, D. (1984). Hedonic amenity valuation and functional form specification. Land Economics, 60(4), 378–387.

    Google Scholar 

  • Mitchell, J. K. (1990). Human dimensions of environmental hazards. In A. Kirby (Ed.), In nothing to fear: Risks and hazards in American society (pp. 131–175). Tucson, AZ: University of Arizona Press.

    Google Scholar 

  • Mohai, P., Pellow, D. N., & Roberts, J. T. (2009). Environmental justice. Annual Review of Environment and Resources, 34, 405–430.

    Google Scholar 

  • Morgan, O. A., & Hamilton, S. E. (2010). Estimating a payment vehicle for financing nourishment of residential beaches using a spatial-lag hedonic property price model. Coastal Management, 38(1), 65–75.

    Article  Google Scholar 

  • Morse, R. (2008). Environmental justice through the eye of Hurricane Katrina. Retrieved September 26, 2013, from http://www.jointcenter.org/research/environmental-justice-through-the-eye-of-hurricane-katrina.

  • Nicholls, R. J., Hanson, S., Herweijer, C., Patmore, N., Hallegatte, S., Corfee-Morlot, J. et al. (2008). Ranking port cities with high exposure and vulnerability to climate extremes: Exposure estimates. OECD Environment Working Papers. doi:10.1787/011766488208.

  • Nijman, J. (2011). Miami: Mistress of the Americas. Philadelphia: University of Pennsylvania.

    Book  Google Scholar 

  • Pastor, M., Morello-Frosch, R., & Sadd, J. L. (2005). The air is always cleaner on the other side: Race, space, and ambient air toxics exposures in California. Journal of Urban Affairs, 27(2), 127–148.

    Article  Google Scholar 

  • Pearce, J. R., Richardson, E. A., Mitchell, R. J., & Shortt, N. K. (2010). Environmental justice and health: The implications of the socio-spatial distribution of multiple environmental deprivation for health inequalities in the United Kingdom. Transactions of the Institute of British Geographers, 35(4), 522–539. doi:10.1111/j.1475-5661.2010.00399.x.

    Article  Google Scholar 

  • Pearce, J. R., Richardson, E. A., Mitchell, R. J., & Shortt, N. K. (2011). Environmental justice and health: A study of multiple environmental deprivation and geographical inequalities in health in New Zealand. Social Science and Medicine, 73(3), 410–420. doi:10.1016/j.socscimed.2011.05.039.

    Article  Google Scholar 

  • Pilkey, O. H., & Dixon, K. L. (1996). The Corps and the shore. Washington, DC: Island Press.

    Google Scholar 

  • Portes, A., & Stepick, A. (1993). City on the edge. The Transformation of Miami. Berkeley, CA: University of California Press.

    Google Scholar 

  • Property Casuality Insurers Association of America. (2011). True market risk-rates for flood insurance. Retrieved October 31, 2013, from http://www.pciaa.net/legtrack/web/naiipublications.nsf/lookupwebcontent/6e0eaf2197902a0a862578950071061/$File/NFIP_White_Paper_June2011.pdf.

  • Su, J. G., Larson, T., Gould, T., Cohen, M., & Buzzelli, M. (2010). Transboundary air pollution and environmental justice: Vancouver and Seattle compared. GeoJournal, 75(6), 595–608.

    Article  Google Scholar 

  • U.S. Congressional Budget Office. (2007). Value of properties in the national flood insurance program. Retrieved December 10, 2012, from www.cbo.gov/.

  • Wen, M., Zhang, X., Harris, C. D., Holt, J. B., & Croft, J. B. (2013). Spatial disparities in the distribution of parks and green spaces in the USA. Annals of Behavioral Medicine, 45(Suppl 1), S18–S27.

    Google Scholar 

  • Wisner, B., Blaikie, P., Cannon, T., & Davis, I. (2004). At risk: Natural hazards, people’s vulnerability and disasters (2nd ed.). London: Routledge.

    Google Scholar 

  • Woltman, K., & Newbold, K. B. (2009). Of flights and flotillas: Assimilation and race in the Cuban diaspora. Professional Geographer, 61(1), 70–86. doi:10.1080/00330120802520244.

    Article  Google Scholar 

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Acknowledgments

We acknowledge the National Science Foundation grants CMMI-1129984/1130191 for funding this work.

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Correspondence to Sara Grineski.

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Grineski, S., Collins, T.W., Chakraborty, J. et al. Hazardous air pollutants and flooding: a comparative interurban study of environmental injustice. GeoJournal 80, 145–158 (2015). https://doi.org/10.1007/s10708-014-9542-1

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