Hurricane Harvey: equal opportunity storm or disparate disaster?

References

• Ahmed, A. 2019. “Can a $2.5 Billion Bond Deal Fix Harris County’s Inequitable Flood Control?.” The Texas Observer, August 8, 2019. https://www.texasobserver.org/can-a-2-5-billion-bond-deal-fix-harris-countys-inequitable-flood-control/.
   Google Scholar
• Anselin, L., and A. K. Bera. 1998. “Spatial Dependence in Linear Regression Models with an Introduction to Spatial Econometrics.” In Handbook of Applied Economic Statistics, edited by A. Ullah, and D. E. A. Giles, 237–289. New York, NY: Marcel Dekker.
   Google Scholar
• Anselin, L., S. J. Rey, and W. Li. 2014. “Metadata and Provenance for Spatial Analysis: The Case of Spatial Weights.” International Journal of Geographical Information Science 28 (11): 2261–2280.
   Web of Science ®Google Scholar
• Bautista, E., E. Hanhardt, J. C. Osorio, and N. Dwyer. 2015. “New York City Environmental Justice Alliance Waterfront Justice Project.” Local Environment 20: 664–682. doi:10.1080/13549839.2014.949644.
   Web of Science ®Google Scholar
• Blake, E. S., and D. A. Zelinsky. 2018. Tropical Cyclone Report Hurricane Harvey. Washington, DC: National Hurricane Center. https://www.nhc.noaa.gov/data/tcr/AL092017_Harvey.pdf.
   Google Scholar
• Bowen, W. 2002. “An Analytical Review of Environmental Justice Research: What Do We Really Know?.” Environmental Management 29 (1): 3–15.
   PubMed Web of Science ®Google Scholar
• Brunsdon, C., S. Fotheringham, and M. Charlton. 2002. “Geographically Weighted Summary Statistics - a Framework for Localised Exploratory Data Analysis.” Computers, Environment and Urban Systems 26 (6): 501–524. doi:10.1016/S0198-9715(01)00009-6.
   Google Scholar
• Centers for Disease Control and Prevention (CDC). 2016. SVI 2014 Documentation. Washington, DC: Centers for Disease Control and Prevention.
   Google Scholar
• Chakraborty, J., T. W. Collins, and S. E. Grineski. 2019a. “Exploring the Environmental Justice Implications of Hurricane Harvey Flooding in Greater Houston, Texas.” American Journal of Public Health 109 (2): 244–250. doi:10.2105/AJPH.2018.304846.
   PubMed Web of Science ®Google Scholar
• Chakraborty, J., T. W. Collins, and S. E. Grineski. 2019b. “Hurricane Harvey and People with Disabilities: Disproportionate Exposure to Flooding in Houston, Texas.” Social Science & Medicine 226: 176–181.
   PubMed Web of Science ®Google Scholar
• Chakraborty, J., T. W. Collins, M. C. Montgomery, and S. E. Grineski. 2014. “Social and Spatial Inequities in Exposure to Flood Risk in Miami, Florida.” Natural Hazards Review 15 (3): 1–10. doi:10.1061/(ASCE)NH.1527-6996.0000140.
   Web of Science ®Google Scholar
• Chakraborty, J., J. A. Maantay, and J. D. Brender. 2011. “Disproportionate Proximity to Environmental Health Hazards: Methods, Models, and Measurement.” American Journal of Public Health 101 (S1): 27–36.
   PubMed Web of Science ®Google Scholar
• Chakraborty, J., G. A. Tobin, and B. E. Montz. 2005. “Population Evacuation: Assessing Spatial Variability in Geophysical Risk and Social Vulnerability to Natural Hazards.” Natural Hazards Review 6 (1): 23–33. doi:10.1061/(ASCE)1527-6988(2005)6:1(23).
   Google Scholar
• Chi, G., and J. Zhu. 2008. “Spatial Regression Models for Demographic Analysis.” Population Research and Policy Review 27 (1): 17–42.
   Web of Science ®Google Scholar
• Chun, Y., and D. A. Griffith. 2013. Spatial Statistics and Geostatistics: Theory and Applications for Geographic Information Science and Technology. Thousand Oaks, CA: SAGE Publications.
   Google Scholar
• Collins, W., and M. Wanamaker. 2017. Up from Slavery? African American Intergenerational Economic Mobility Since 1880. Cambridge, MA: National Bureau of Economic Research.
   Google Scholar
• Cutter, S. L., B. J. Boruff, and W. L. Shirley. 2003. “Social Vulnerability to Environmental Hazards.” Social Science Quarterly 84: 242–261. doi:10.1111/1540-6237.8402002.
   Web of Science ®Google Scholar
• Donner, W. R. 2007. “The Political Ecology of Disaster: An Analysis of Factors Influencing U.S. Tornado Fatalities and Injuries, 1998–2000.” Demography 44 (3): 669–685. doi:10.1353/dem.2007.0024.
   PubMed Web of Science ®Google Scholar
• Donner, W., and H. Rodriguez. 2008. “Population Composition, Migration, and Inequality: The Influence of Demographic Changes on Disaster Risk and Vulnerability A Special Section.” Social Forces 87: 1089–1114.
   Web of Science ®Google Scholar
• Elliott, J. R., A. B. Hite, and J. A. Devine. 2009. “Unequal Return: The Uneven Resettlements of New Orleans’ Uptown Neighborhoods.” Organization & Environment 22 (4): 410–421. doi:10.1177/1086026609347184.
   Web of Science ®Google Scholar
• Emrich, C. T., and S. L. Cutter. 2011. “Social Vulnerability to Climate-Sensitive Hazards in the Southern United States.” Weather, Climate, and Society 3 (3): 193–208. doi:10.1175/2011WCAS1092.1.
   Web of Science ®Google Scholar
• Enarson, E., and M. Fordham. 2000. “Lines That Divide, Ties That Bind: Race, Class, and Gender in Women"s Flood Recovery in the US and UK.” The Australian Journal of Emergency Management 15 (4): 43–47.
   Google Scholar
• English, P. B., A. H. Sinclair, Z. Ross, H. Anderson, V. Boothe, C. Davis, K. Ebi, et al. 2009. “Environmental Health Indicators of Climate Change for the United States: Findings from the State Environmental Health Indicator Collaborative.” Environmental Health Perspectives 117 (11): 1673–1681. doi:10.1289/ehp.0900708.
   PubMed Web of Science ®Google Scholar
• Environmental Protection Agency (EPA). 2017. Technical Document: Using EnviroAtlas Data and Remote-Sensing to Identify Locations for Urban Heat Island Abatement. Washington, DC: Environmental Protection Agency.
   Google Scholar
• Faber, J. W. 2015. “Superstorm Sandy and the Demographics of Flood Risk in New York City.” Human Ecology 43 (3): 363–378. doi:10.1007/s10745-015-9757-x.
   Web of Science ®Google Scholar
• Fatemi, F., A. Ardalan, B. Aguirre, N. Mansouri, and I. Mohammadfam. 2017. “Social Vulnerability Indicators in Disasters: Findings from a Systematic Review.” International Journal of Disaster Risk Reduction 22: 219–227. doi:10.1016/j.ijdrr.2016.09.006.
   Web of Science ®Google Scholar
• Federal Aviation Administration (FAA). 2016. Guidance on Using the Aviation Environmental Design Tool (AEDT) to Screen for Potential Environmental Justice Populations. Washington, DC: Federal Aviation Administration.
   Google Scholar
• FEMA. 2014. Houston Climate Change Preparedness Resilience Workshop Proceedings. Climate Change Preparedness and Resilience Exercise Series. Washington, DC: FEMA and The White House. https://static.texastribune.org/media/documents/NEP_Climate_Change_Houston_Workshop_Participant_Handbook_FINAL.pdf.
   Google Scholar
• FEMA. n.d. Total Policies in Force by Calendar Year. Accessed January 17, 2019. https://www.fema.gov/total-policies-force-calendar-year.
   Google Scholar
• Filion, P., and G. Sands. 2016. Cities at Risk: Planning for and Recovering from Natural Disasters. New York, NY: Routledge.
   Google Scholar
• Flanagan, B. E., E. W. Gregory, E. J. Hallisey, J. L. Heitgerd, and B. Lewis. 2011. “A Social Vulnerability Index for Disaster Management.” Journal of Homeland Security and Emergency Management 8 (1): 1–24.
   Web of Science ®Google Scholar
• Flavelle, C. 2020. “A Climate Plan in Texas Focuses on Minorities. Not Everyone Likes It.” New York Times, July 24, 2020. https://www.nytimes.com/2020/07/24/climate/houston-flooding-race.html.
   Google Scholar
• Folch, D. C., D. Arribas-Bel, J. Koschinsky, and S. E. Spielman. 2016. “Spatial Variation in the Quality of American Community Survey Estimates.” Demography 53 (5): 1535–1554.
   PubMed Web of Science ®Google Scholar
• Fothergill, A., and L. Peek. 2015. Children of Katrina. Austin, TX: University of Texas Press.
   Google Scholar
• Fotheringham, A. S., C. Brunsdon, and M. Charlton. 2003. Geographically Weighted Regression: The Analysis of Spatially Varying Relationships. Hoboken, NJ: John Wiley & Sons.
   Google Scholar
• Fussell, E. 2015. “The Long-Term Recovery of New Orleans’ Population After Hurricane Katrina.” American Behavioral Scientist 59 (10): 1231–1245.
   Google Scholar
• Fussell, E., and S. R. Lowe. 2014. “The Impact of Housing Displacement on the Mental Health of Low-Income Parents After Hurricane Katrina.” Social Science & Medicine 113: 137–144.
   Google Scholar
• Gaither, C. J. 2016. Have not our Weary Feet Come to the Place for Which our Fathers Sighed?: Heirs’ Property in the Southern United States. Asheville, NC: US Department of Agriculture Forest Service, Southern Research Station.
   Google Scholar
• Gori, A., R. Blessing, A. Juan, S. Brody, and P. Bedient. 2019. “Characterizing Urbanization Impacts on Floodplain Through Integrated Land Use, Hydrologic, and Hydraulic Modeling.” Journal of Hydrology 568 (January): 82–95. doi:10.1016/j.jhydrol.2018.10.053.
   Google Scholar
• Grabar, H. 2017. “Harvey Is an Equal-Opportunity Disaster. The Poor Won"t Be Left Behind Until the Recovery.” Slate Magazine, August 29, 2017. https://slate.com/business/2017/08/harvey-is-an-equal-opportunity-disaster-the-poor-wont-be-left-behind-until-the-recovery.html.
   Google Scholar
• Graham, L., W. Debucquoy, and I. Anguelovski. 2016. “The Influence of Urban Development Dynamics on Community Resilience Practice in New York City After Superstorm Sandy: Experiences from the Lower East Side and the Rockaways.” Global Environmental Change 40: 112–124. doi:10.1016/j.gloenvcha.2016.07.001.
   Web of Science ®Google Scholar
• Griego, A. L., A. B. Flores, T. W. Collins, and S. E. Grineski. 2020. “Social Vulnerability, Disaster Assistance, and Recovery: A Population-Based Study of Hurricane Harvey in Greater Houston, Texas.” International Journal of Disaster Risk Reduction (101766): 1–14.
   Google Scholar
• Harris County Flood Control District. 2018. Unprecedented Flood Opportunity: Federal Briefing 2018. Houston, TX: Harris County Flood Control District. https://www.hcfcd.org/media/2493/hcfcdfederalbriefing2018.pdf.
   Google Scholar
• Hemingway, L., and M. Priestley. 2006. “Natural Hazards, Human Vulnerability and Disabling Societies: A Disaster for Disabled People?” Review of Disability Studies 3: 57–67.
   Google Scholar
• Hendricks, M. 2017. Waterproof: Where do the Burdens of the Stormwater “Infrastructure Crisis” Fall Heaviest. College Station, TX: Texas A&M Univ.
   Google Scholar
• Highfield, W. E., W. G. Peacock, and S. Van Zandt. 2014. “Mitigation Planning: Why Hazard Exposure, Structural Vulnerability, and Social Vulnerability Matter.” Journal of Planning Education and Research 34 (3): 287–300.
   Web of Science ®Google Scholar
• Hino, M., C. B. Field, and K. J. Mach. 2017. “Managed Retreat as a Response to Natural Hazard Risk.” Nature Climate Change 7 (5): 364–370. doi:10.1038/nclimate3252.
   Web of Science ®Google Scholar
• Houston-Galveston Area Council. 2017. Regional Growth Forecast 2017. http://www.h-gac.com/community/socioeconomic/2040-regional-growth-forecast/default.aspx.
   Google Scholar
• Hsiang, S., R. Kopp, A. Jina, J. Rising, M. Delgado, S. Mohan, D. J. Rasmussen, et al. 2017. “Estimating Economic Damage from Climate Change in the United States.” Science 356 (6345): 1362–1369. doi:10.1126/science.aal4369.
   PubMed Web of Science ®Google Scholar
• Jacob, J. S., P. Kirana, R. Lopez, and H. Biggs. 2010. Houston-Area Freshwater Wetland Loss, 1992-2010. College Station, TX: Texas A&M University. https://tcwp.tamu.edu/files/2015/06/WetlandLossPub.pdf.
   Google Scholar
• Jesdale, B. M., R. Morello-Frosch, and L. Cushing. 2013. “The Racial/Ethnic Distribution of Heat Risk–Related Land Cover in Relation to Residential Segregation.” Environmental Health Perspectives 121 (7): 811–817.
   PubMed Web of Science ®Google Scholar
• Jurjevich, J. R., A. L. Griffin, S. E. Spielman, D. C. Folch, M. Merrick, and N. N. Nagle. 2018. “Navigating Statistical Uncertainty: How Urban and Regional Planners Understand and Work with American Community Survey (ACS) Data for Guiding Policy.” Journal of the American Planning Association 84 (2): 112–126.
   Web of Science ®Google Scholar
• Kamel, N. M. O., and A. Loukaitou-Sideris. 2004. “Residential Assistance and Recovery Following the Northridge Earthquake.” Urban Studies 41 (3): 533–562. https://doi.org/10.1080/0042098042000178672.
   Web of Science ®Google Scholar
• Kimmelman, M. 2017. “Lessons from Hurricane Harvey: Houston’s Struggle Is America’s Tale.” The New York Times, November 11, 2017, sec. Climate. https://www.nytimes.com/interactive/2017/11/11/climate/houston-flooding-climate.html.
   Google Scholar
• Kluckow, R. 2014. “Impact of heir property on post-Katrina housing recovery in New Orleans.” Doctoral dissertation, Colorado State University. Libraries.
   Google Scholar
• Kulp, S., and B. H. Strauss. 2017. “Rapid Escalation of Coastal Flood Exposure in US Municipalities from Sea Level Rise.” Climatic Change 142 (3-4): 477–489.
   Web of Science ®Google Scholar
• Kwadijk, J., M. Haasnoot, J. P. M. Mulder, M. C. Marco. A. B. M. Hoogvliet, R. Jeuken, A. A. van der Krogt, G. C. Niels, van Oostrom, et al. 2010. “Using Adaptation Tipping Points to Prepare for Climate Change and Sea Level Rise: A Case Study in the Netherlands: Adaptation Tipping Points.” Wiley Interdisciplinary Reviews: Climate Change 1 (5): 729–740. doi:10.1002/wcc.64.
   Web of Science ®Google Scholar
• Lim, J., S. Loveridge, R. Shupp, and M. Skidmore. 2017. “Double Danger in the Double Wide: Dimensions of Poverty, Housing Quality and Tornado Impacts.” Regional Science and Urban Economics 65 (July): 1–15. doi:10.1016/j.regsciurbeco.2017.04.003.
   Google Scholar
• Linderman, J. 2017. “An Equal Opportunity Storm: “Harvey Didn’t Spare Anyone.” Washington Times, September 2, 2017. https://www.washingtontimes.com/news/2017/sep/2/an-equal-opportunity-storm-harvey-didnt-spare-anyo/.
   Google Scholar
• Liu, Y., K. F. Lam, J. T. Wu, and T. T. Y. Lam. 2018. “Geographically Weighted Temporally Correlated Logistic Regression Model.” Scientific Reports 8 (1): 1–14.
   PubMedGoogle Scholar
• Maantay, J., and A. Maroko. 2009. “Mapping Urban Risk: Flood Hazards, Race, & Environmental Justice in New York.” Applied Geography 29: 111–124. doi:10.1016/j.apgeog.2008.08.002.
   PubMed Web of Science ®Google Scholar
• Maldonado, A., T. W. Collins, S. E. Grineski, and J. Chakraborty. 2016. “Exposure to Flood Hazards in Miami and Houston: Are Hispanic Immigrants at Greater Risk Than Other Social Groups?” International Journal of Environmental Research and Public Health 13 (8): 775–795. doi:10.3390/ijerph13080775.
   PubMed Web of Science ®Google Scholar
• Mayfield, H. J., J. H. Lowry, C. H. Watson, M. Kama, E. J. Nilles, and C. L. Lau. 2018. “Use of Geographically Weighted Logistic Regression to Quantify Spatial Variation in the Environmental and Sociodemographic Drivers of Leptospirosis in Fiji: A Modelling Study.” The Lancet Planetary Health 2 (5): e223–e232. doi:10.1016/S2542-5196(18)30066-4.
   PubMedGoogle Scholar
• Miller, M. M., and M. Shirzaei. 2019. “Land Subsidence in Houston Correlated with Flooding from Hurricane Harvey.” Remote Sensing of Environment 225: 368–378.
   Web of Science ®Google Scholar
• Mueller, E. J., H. Bell, B. B. Chang, and J. Henneberger. 2011. “Looking for Home After Katrina: Postdisaster Housing Policy and Low-Income Survivors.” Journal of Planning Education and Research 31 (3): 291–307. doi:10.1177/0739456X11413602.
   Web of Science ®Google Scholar
• Muñoz, C. E., and E. Tate. 2016. “Unequal Recovery? Federal Resource Distribution After a Midwest Flood Disaster.” International Journal of Environmental Research and Public Health 13 (5): 507–514.
   PubMed Web of Science ®Google Scholar
• National Research Council. 2012. Disaster Resilience: A National Imperative. Washington, DC: The National Academies Press.
   Google Scholar
• Office of Environmental Health Hazard Assessment (OEHHA). 2016. CalEnviroScreen 3.0. Sacramento, CA: Office of Environmental Health Hazard Assessment.
   Google Scholar
• Otto, I. M., D. Reckien, C. P. O. Reyer, R. Marcus, V. L. Masson, L. Jones, A. Norton, and O. Serdeczny. 2017. “Social Vulnerability to Climate Change: A Review of Concepts and Evidence.” Regional Environmental Change 17: 1651–1662. doi:10.1007/s10113-017-1105-9.
   Web of Science ®Google Scholar
• Park, K. A., and R. G. Quercia. 2020. “Who Lends Beyond the Red Line? The Community Reinvestment Act and the Legacy of Redlining.” Housing Policy Debate 30 (1): 4–26.
   Web of Science ®Google Scholar
• Parr, A. R. 1987. “Disasters and Disabled Persons: An Examination of the Safety Needs of a Neglected Minority.” Disasters 11 (2): 148–159.
   Web of Science ®Google Scholar
• Pendall, R., S. Martin, N. M. Astone, A. Nichols, K. Franks, A. Stolte, and E. H. Peters. 2010. Scenarios for Regional Growth from 2010 to 2030. Washington, DC: The Urban Institute. https://www.urban.org/sites/default/files/publication/33921/2000065-Scenarios-for-Regional-Growth-from-2010-to-2030.pdf.
   Google Scholar
• Perry, A., J. Rothwell, and D. Harshbarger. 2018. The Devaluation of Assets in Black Neighborhoods. Washington, DC: Brookings Metropolitan Policy Program.
   Google Scholar
• Prasad, S., and J. Stoler. 2016. “Mobile Home Residents and Hurricane Vulnerability in South Florida: Research Gaps and Challenges.” International Journal of Disaster Risk Science 7 (4): 436–439.
   Web of Science ®Google Scholar
• Pulido, L. 2015. “Geographies of Race and Ethnicity 1: White Supremacy vs. White Privilege in Environmental Racism Research.” Progress in Human Geography 39 (6): 809–817.
   Web of Science ®Google Scholar
• Raymond, E. L. 2018. “Race, Uneven Recovery and Persistent Negative Equity in the Southeastern United States.” Journal of Urban Affairs 40 (6): 824–837.
   Web of Science ®Google Scholar
• Rosales, C. 2017. Houston Knew Neighborhoods Of Color Were Inadequately Protected From Even Modest Storm Events. Texas Housers.
   Google Scholar
• Rufat, S., E. Tate, C. G. Burton, and A. Sayeed. 2015. “Social Vulnerability to Floods: Review of Case Studies and Implications for Measurement.” International Journal of Disaster Risk Reduction 14: 470–486. doi:10.1016/j.ijdrr.2015.09.013.
   Web of Science ®Google Scholar
• Schweitzer, L., and M. Stephenson. 2007. “Right Answers, Wrong Questions: Environmental Justice as Urban Research.” Urban Studies 44 (2): 319–337.
   Web of Science ®Google Scholar
• Stough, L. M., A. N. Sharp, J. A. Resch, C. Decker, and N. Wilker. 2016. “Barriers to the Long-Term Recovery of Individuals with Disabilities Following a Disaster.” Disasters 40 (3): 387–410.
   PubMed Web of Science ®Google Scholar
• Taylor, D. 2014. Toxic Communities: Environmental Racism, Industrial Pollution, and Residential Mobility. New York, NY: NYU Press.
   Google Scholar
• Taylor, P., and R. Fry. 2012. The Rise of Residential Segregation by Income. Washington, DC: Pew Research Center.
   Google Scholar
• Thomas, D. S. K., B. D. Phillips, W. E. Lovekamp, and A. Fothergill. 2013. Social Vulnerability to Disasters. Boca Raton, FL: CRC Press.
   Google Scholar
• Tobin-Gurley, J., L. Peek, and J. Loomis. 2010. “Displaced Single Mothers in the Aftermath of Hurricane Katrina: Resource Needs and Resource Acquisition.” International Journal of Mass Emergencies and Disasters 28 (2): 170–206.
   Google Scholar
• USGCRP. 2017. Climate Science Special Report: Fourth National Climate Assessment, Volume I. Washington, DC: U.S. Global Change Research Program. https://science2017.globalchange.gov/downloads/CSSR2017_FullReport.pdf.
   Google Scholar
• Valle-Levinson, A., M. Olabarrieta, and L. Heilman. 2020. “Compound Flooding in Houston-Galveston Bay During Hurricane Harvey.” Science of The Total Environment, 141272.
   PubMed Web of Science ®Google Scholar
• VanKoningsveld, M., J. P. M. Mulder, M. J. F. Stive, L. VanDerValk, and A. W. VanDerWeck. 2008. “Living with Sea-Level Rise and Climate Change: A Case Study of the Netherlands.” Journal of Coastal Research 2 (242): 367–379. doi:10.2112/07A-0010.1.
   Web of Science ®Google Scholar
• Van Willigen, M., T. Edwards, B. Edwards, and S. Hessee. 2002. “Riding Out the Storm: Experiences of the Physically Disabled During Hurricanes Bonnie, Dennis, and Floyd.” Natural Hazards Review 3 (3): 98–106.
   Google Scholar
• Van Zandt, S., W. G. Peacock, D. W. Henry, H. Grover, W. E. Highfield, and S. D. Brody. 2012. “Mapping Social Vulnerability to Enhance Housing and Neighborhood Resilience.” Housing Policy Debate 22: 29–55. doi:10.1080/10511482.2011.624528.
   Web of Science ®Google Scholar
• White, S., L. B. Potter, H. You, L. Valencia, J. A. Jordan, B. Pecotte, and S. Robinson. n.d. Urban Texas. San Antonio, TX: Texas Demographic Center. http://demographics.texas.gov/Resources/publications/2017/2017_08_21_UrbanTexas.pdf.
   Google Scholar
• Whittemore, A. H. 2017. “The Experience of Racial and Ethnic Minorities with Zoning in the United States.” Journal of Planning Literature 32: 16–27. doi:10.1177/0885412216683671.
   Web of Science ®Google Scholar
• Zhang, W., G. Villarini, G. A. Vecchi, and J. A. Smith. 2018. “Urbanization Exacerbated the Rainfall and Flooding Caused by Hurricane Harvey in Houston.” Nature 563 (7731): 384–388. doi:10.1038/s41586-018-0676-z.
   PubMed Web of Science ®Google Scholar