Environmental injustice and flood risk: a conceptual model and case comparison of metropolitan Miami and Houston, USA
Open accessAbstract
This article outlines a conceptual model and comparatively applies it to results from environmental justice (EJ) studies of flood risk in the Miami, Florida, and Houston, Texas, metropolitan areas. In contrast to most EJ studies of air pollution, which have found that socially-vulnerable groups experience disproportionate risk, distributive EJ studies of flooding reveal inconsistent findings regarding the relationship between social vulnerability and flood exposure. Counterintuitively (from a conventional EJ perspective), some pre-flood EJ studies have found that socially-advantaged people experience the highest residential exposure to flood risks. To integrate those anomalous findings within an EJ perspective, our conceptual model focuses on (1) the differential capacities of social groups to deploy/access protective resources for reducing the threat of loss, even while they reside amid flood-prone environments, and (2) both flood hazards and water-based benefits. Application of this model in Miami reveals that environmental injustices materialize as socially-privileged groups expose themselves to residential flood risks by seeking coastal amenities, as the costs of mitigating risks are conveyed to the broader public; in the process, socially-vulnerable residents are relegated to areas with air pollution and/or inland flood risks, where they experience constrained access to protective resources and coastal amenities. Findings from Houston better align with conventional EJ expectations-with flood zones disproportionately inhabited by socially-vulnerable people-because many coastal lands there are used by petrochemical industries, which produce major residential-environmental disamenities. Results underscore the need to consider protective resources and locational benefits in future empirical research on the EJ implications of flood hazards.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In NYC, densely developed neighborhoods with masonry and steel apartment buildings have higher overnight minimum outdoor temperatures, but the same structures can reduce heat exposure by gaining heat more slowly, being more energy efficient, having less exposure to outdoor heat or cold due to adjacent unit walls, and helping to shade streets and sidewalks.
“Although densely developed neighborhoods with masonry and steel apartment buildings do have higher overnight minimum outdoor temperatures, 183 the same structures can reduce heat exposure in several ways: by gaining heat more slowly 184 ; by being more energy efficient and having lower energy costs than single-family homes 185 ; by having less exposure to outdoor heat or cold due to adjacent unit”
From NPCC4: Advancing climate justice in climate adaptation strategies for New York City (2024) · cites this paper as [185]
Split into 2 atoms — 0 confirmed, 0 partially supported, 0 disputed, 0 misattributed, 2 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Slovic, P. (1987) · Science · doi:10.1126/science.3563507 · Cited by 9,271 · see citing works
At Risk: Natural Hazards, People's Vulnerability and Disasters
Wisner, B., Blaikie, P. M., Cannon, T., & Davis, I. J. (1994) · Cited by 6,286 · see citing works
Social Vulnerability to Environmental Hazards *
Cutter, S. L., Boruff, B. J., & Shirley, W. L. (2003) · Social Science Quarterly · doi:10.1111/1540-6237.8402002 · Cited by 5,755 · see citing works
Wolch, J. R., Byrne, J., & Newell, J. P. (2014) · Landscape and Urban Planning · doi:10.1016/j.landurbplan.2014.01.017 · Cited by 4,450 · see citing works
At Risk: Natural Hazards, People's Vulnerability, and Disasters
Cyr, J. F. S. (2005) · Journal of Homeland Security and Emergency Management · doi:10.2202/1547-7355.1131 · Cited by 3,356 · see citing works
Vulnerability to environmental hazards
Cutter, S. L. (1996) · Progress in Human Geography · doi:10.1177/030913259602000407 · Cited by 2,609 · see citing works
Slovic, P. (2016) · Routledge eBooks · doi:10.4324/9781315661773 · Cited by 2,224 · see citing works
Rethinking Environmental Racism: White Privilege and Urban Development in Southern California
Pulido, L. (2000) · Annals of the Association of American Geographers · doi:10.1111/0004-5608.00182 · Cited by 1,530 · see citing works
Perception of Hazards: The Role of Social Trust and Knowledge
Siegrist, M., & Cvetkovich, G. T. (2000) · Risk Analysis · doi:10.1111/0272-4332.205064 · Cited by 1,400 · see citing works
A Psychological Study of the Inverse Relationship Between Perceived Risk and Perceived Benefit
Alhakami, A. S., & Slovic, P. (1994) · Risk Analysis · doi:10.1111/j.1539-6924.1994.tb00080.x · Cited by 1,151 · see citing works
Social vulnerability to floods: Review of case studies and implications for measurement
Rufat, S., Tate, E. C., Burton, C. G., & Maroof, A. S. (2015) · International Journal of Disaster Risk Reduction · doi:10.1016/j.ijdrr.2015.09.013 · Cited by 876 · see citing works
Race, class, and Hurricane Katrina: Social differences in human responses to disaster
Elliott, J. R., & Pais, J. (2006) · Social Science Research · doi:10.1016/j.ssresearch.2006.02.003 · Cited by 856 · see citing works
Ecology of Fear: Los Angeles and the Imagination of Disaster
Burton‐Christie, D. (2000) · ISLE Interdisciplinary Studies in Literature and Environment · doi:10.1093/isle/7.1.218 · Cited by 750 · see citing works
From the Ground Up: Environmental Racism and the Rise of the Environmental Justice Movement
Nichols, P. (2001) · Ecosystem Health · doi:10.1046/j.1526-0992.2001.007002127.x · Cited by 733 · see citing works
Walker, G. (2012) · doi:10.4324/9780203610671 · Cited by 582 · see citing works
Distribution of impacts of natural disasters across income groups: A case study of New Orleans
Masozera, M. K., Bailey, M., & Kerchner, C. D. (2006) · Ecological Economics · doi:10.1016/j.ecolecon.2006.06.013 · Cited by 525 · see citing works
Street Trees and Equity: Evaluating the Spatial Distribution of an Urban Amenity
Landry, S., & Chakraborty, J. (2009) · Environment and Planning A Economy and Space · doi:10.1068/a41236 · Cited by 520 · see citing works
Self-citationFrom the Ground Up: Environmental Racism and the Rise of the Environmental Justice Movement
Cole, L. W., & Foster, S. R. (2000) · doi:10.18574/9780814772294 · Cited by 516 · see citing works
Environmental justice: concepts, evidence and politics
(2012) · Choice Reviews Online · doi:10.5860/choice.50-0247 · Cited by 494 · see citing works
Societal Risk Assessment: How Safe is Safe Enough?
Mallenby, D. W., Schwing, R. C., & Albers, W. A. (1983) · Journal of Risk & Insurance · doi:10.2307/252450 · Cited by 485 · see citing works
Pearlman, J. (1999) · Environmental History · doi:10.2307/3985142 · Cited by 470 · see citing works
FACTS AND FEARS: UNDERSTANDING PERCEIVED RISK.
Slovic, P., Fischoff, B., & Lichtenstein, S. (1980) · Health Physics · doi:10.1097/00004032-198012000-00025 · Cited by 443 · see citing works
Locally Undesirable Land Uses in Minority Neighborhoods: Disproportionate Siting or Market Dynamics?
Been, V. (1994) · The Yale Law Journal · doi:10.2307/797089 · Cited by 408 · see citing works
Ranking Port Cities with High Exposure and Vulnerability to Climate Extremes
Nicholls, R. J., Hanson, S., Herweijer, C., Ranger, N. A., Stéphane Hallegatte, A., Corfee-Morlot, J., Château, J., & Muir‐Wood, R. (2008) · OECD environment working papers · doi:10.1787/011766488208 · Cited by 382 · see citing works
Natural Hazard in Human Ecological Perspective: Hypotheses and Models
Kates, R. W. (1971) · Economic Geography · doi:10.2307/142820 · Cited by 362 · see citing works
Social vulnerability and the natural and built environment: a model of flood casualties in Texas
Zahran, S., Brody, S. D., Peacock, W. G., Vedlitz, A., & Grover, H. (2008) · Disasters · doi:10.1111/j.1467-7717.2008.01054.x · Cited by 297 · see citing works
Mapping urban risk: Flood hazards, race, & environmental justice in New York
Maantay, J., & Maroko, A. (2009) · Applied Geography · doi:10.1016/j.apgeog.2008.08.002 · Cited by 283 · see citing works
Walker, G. P., & Burningham, K. (2011) · Critical Social Policy · doi:10.1177/0261018310396149 · Cited by 253 · see citing works
The political ecology of flood hazard in urban Guyana
Pelling, M. (1999) · Geoforum · doi:10.1016/s0016-7185(99)00015-9 · Cited by 231 · see citing works
Viewscapes and Flood Hazard: Coastal Housing Market Response to Amenities and Risk
Bin, O., Crawford, T. W., Kruse, J. B., & Landry, C. E. (2008) · Land Economics · doi:10.3368/le.84.3.434 · Cited by 224 · see citing works
Disproportionate Proximity to Environmental Health Hazards: Methods, Models, and Measurement
Chakraborty, J., Maantay, J. A., & Brender, J. D. (2011) · American Journal of Public Health · doi:10.2105/ajph.2010.300109 · Cited by 206 · see citing works
Self-citationMock, B. (2009) · Environmental Justice · doi:10.1089/env.2009.0039 · Cited by 205 · see citing works
Levee Failures and Social Vulnerability in the Sacramento-San Joaquin Delta Area, California
Burton, C. G., & Cutter, S. L. (2008) · Natural Hazards Review · doi:10.1061/(asce)1527-6988(2008)9:3(136 · Cited by 194 · see citing works
Earnhart, D. H. (2001) · Land Economics · doi:10.2307/3146977 · Cited by 193 · see citing works
JOHNSON, C., Penning‐Rowsell, E. C., & Parker, D. J. (2007) · Geographical Journal · doi:10.1111/j.1475-4959.2007.00256.x · Cited by 189 · see citing works
Collins, T. J. (2008) · Journal of Political Ecology · doi:10.2458/v15i1.21686 · Cited by 178 · see citing works
Self-citationSocial and Spatial Inequities in Exposure to Flood Risk in Miami, Florida
Chakraborty, J., Collins, T. W., Montgomery, M. C., & Grineski, S. E. (2014) · Natural Hazards Review · doi:10.1061/(asce)nh.1527-6996.0000140 · Cited by 177 · see citing works
Self-citationBrody, S. D., Zahran, S., Maghelal, P. K., Grover, H., & Highfield, W. E. (2007) · Journal of the American Planning Association · doi:10.1080/01944360708977981 · Cited by 174 · see citing works
A Longitudinal Analysis of Environmental Equity in Communities with Hazardous Waste Facilities
Oakes, J. M., Anderton, D. L., & Anderson, A. B. (1996) · Social Science Research · doi:10.1006/ssre.1996.0006 · Cited by 163 · see citing works
Real Estate Market Response to Coastal Flood Hazards
Bin, O., & Kruse, J. B. (2006) · Natural Hazards Review · doi:10.1061/(asce)1527-6988(2006)7:4(137 · Cited by 160 · see citing works
Mustafa, D. (2005) · Annals of the Association of American Geographers · doi:10.1111/j.1467-8306.2005.00475.x · Cited by 158 · see citing works
Marginalization, Facilitation, and the Production of Unequal Risk: The 2006 Paso del Norte Floods
Collins, T. W. (2010) · Antipode · doi:10.1111/j.1467-8330.2009.00755.x · Cited by 143 · see citing works
Self-citationBullard, R. D., & Wright, B. H. (2009) · Cited by 116 · see citing works
The geography of despair: Environmental racism the the making of South Phoenix, Arizona, USA
Bolin, B., Grineski, S. E., & Collins, T. W. (2005) · Human Ecology Review · Cited by 107 · see citing works
Self-citationEnvironmental inequality and flood hazard
Fielding, J., & Burningham, K. (2005) · Local Environment · doi:10.1080/13549830500160875 · Cited by 99 · see citing works
Racialized Topographies: Altitude and Race in Southern Cities
Ueland, J., & Warf, B. (2006) · Geographical Review · doi:10.1111/j.1931-0846.2006.tb00387.x · Cited by 95 · see citing works
Collins, T. W. (2009) · Geoforum · doi:10.1016/j.geoforum.2009.04.009 · Cited by 92 · see citing works
Self-citationAssessing the environmental justice consequences of flood risk: a case study in Miami, Florida
Montgomery, M. C., & Chakraborty, J. (2015) · Environmental Research Letters · doi:10.1088/1748-9326/10/9/095010 · Cited by 92 · see citing works
Self-citationMaldonado, A., Collins, T. W., Grineski, S. E., & Chakraborty, J. (2016) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph13080775 · Cited by 92 · see citing works
Self-citationCollins, T. W., Grineski, S. E., Chakraborty, J., Montgomery, M. C., & Hernández, M. (2015) · Annals of the Association of American Geographers · doi:10.1080/00045608.2015.1050754 · Cited by 91 · see citing works
Self-citationKates, R. W., & Haarmann, V. (1992) · Environment Science and Policy for Sustainable Development · doi:10.1080/00139157.1992.9932557 · Cited by 83 · see citing works
An Assessment and Explanation of Environmental Inequity in Baltimore
Boone, C. G. (2002) · Urban Geography · doi:10.2747/0272-3638.23.6.581 · Cited by 80 · see citing works
Chakraborty, J., Collins, T. W., Grineski, S. E., Montgomery, M. C., & Hernández, M. (2014) · Risk Analysis · doi:10.1111/risa.12224 · Cited by 80 · see citing works
Self-citationMaldonado, A., Collins, T. W., & Grineski, S. E. (2015) · Geographical Review · doi:10.1111/j.1931-0846.2015.12103.x · Cited by 73 · see citing works
Self-citationCollins, T. W., Jimenez, A. M., & Grineski, S. E. (2012) · Journal of Immigrant and Minority Health · doi:10.1007/s10903-012-9626-2 · Cited by 73 · see citing works
Self-citationHazardous air pollutants and flooding: a comparative interurban study of environmental injustice
Grineski, S. E., Collins, T. W., Chakraborty, J., & Montgomery, M. C. (2014) · GeoJournal · doi:10.1007/s10708-014-9542-1 · Cited by 70 · see citing works
Self-citationGrineski, S. E., Collins, T. W., & Chakraborty, J. (2012) · Population and Environment · doi:10.1007/s11111-012-0184-2 · Cited by 64 · see citing works
Self-citationEnvironmental justice in a landscape of tragedy
Colten, C. E. (2007) · Technology in Society · doi:10.1016/j.techsoc.2007.01.006 · Cited by 50 · see citing works
Hernández, M., Collins, T. W., & Grineski, S. E. (2015) · Geoforum · doi:10.1016/j.geoforum.2015.01.013 · Cited by 42 · see citing works
Self-citationChakraborty, J., Collins, T. W., & Grineski, S. E. (2016) · Urban Geography · doi:10.1080/02723638.2016.1150112 · Cited by 37 · see citing works
Self-citationAn environmental justice assessment of public beach access in Miami, Florida
Montgomery, M. C., Chakraborty, J., Grineski, S. E., & Collins, T. W. (2015) · Applied Geography · doi:10.1016/j.apgeog.2015.04.016 · Cited by 35 · see citing works
Self-citationFielding, J. (2007) · Sociological Research Online · doi:10.5153/sro.1570 · Cited by 31 · see citing works
Grineski, S. E., Collins, T. W., Chakraborty, J., & Montgomery, M. C. (2016) · Risk Analysis · doi:10.1111/risa.12706 · Cited by 28 · see citing works
Self-citationHousehold-level disparities in cancer risks from vehicular air pollution in Miami
Collins, T. W., Grineski, S. E., & Chakraborty, J. (2015) · Environmental Research Letters · doi:10.1088/1748-9326/10/9/095008 · Cited by 27 · see citing works
Self-citationSocial Vulnerability to Coastal and Inland Flood Hazards
Montgomery, M. C., & Chakraborty, J. (2013) · International Journal of Applied Geospatial Research · doi:10.4018/jagr.2013070104 · Cited by 24 · see citing works
Self-citationIntra-Ethnic Disparities in Respiratory Health Problems Among Hispanic Residents Impacted by a Flood
Jimenez, A. M., Collins, T. W., & Grineski, S. E. (2013) · Journal of Asthma · doi:10.3109/02770903.2013.786087 · Cited by 14 · see citing works
Self-citationHazardous Air Pollutants & Flooding: A comparative interurban study of environmental injustice
Grineski, Collins, Chakraborty, & Montgomery (2014) · Cited by 4 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Markolf, S. A., Chester, M. V., Eisenberg, D. A., Iwaniec, D. M., Davidson, C. I., Zimmerman, R., Miller, T. R., Ruddell, B. L., & Chang, H. (2018) · Earth's Future · doi:10.1029/2018ef000926 · Cited by 312 · see citing works
Chakraborty, J., Collins, T. W., & Grineski, S. E. (2018) · American Journal of Public Health · doi:10.2105/ajph.2018.304846 · Cited by 196 · see citing works
Self-citationSocial inequalities in climate change-attributed impacts of Hurricane Harvey
Smiley, K. T., Noy, I., Wehner, M. F., Frame, D. J., Sampson, C., & Wing, O. E. J. (2022) · Nature Communications · doi:10.1038/s41467-022-31056-2 · Cited by 172 · see citing works
Transforming US urban green infrastructure planning to address equity
Grabowski, Z. J., McPhearson, T., & Pickett, S. T. A. (2022) · Landscape and Urban Planning · doi:10.1016/j.landurbplan.2022.104591 · Cited by 169 · see citing works
Measuring social equity in flood recovery funding
Emrich, C. T., Tate, E. C., Larson, S., & Zhou, Y. (2019) · Environmental Hazards · doi:10.1080/17477891.2019.1675578 · Cited by 168 · see citing works
Chakraborty, L., Rus, H., Henstra, D., Thistlethwaite, J., & Scott, D. (2020) · International Journal of Disaster Risk Reduction · doi:10.1016/j.ijdrr.2019.101394 · Cited by 140 · see citing works
Pallathadka, A., Sauer, J. R., Chang, H., & Grimm, N. B. (2022) · Landscape and Urban Planning · doi:10.1016/j.landurbplan.2022.104417 · Cited by 147 · see citing works
Collins, T. W., Grineski, S. E., Chakraborty, J., & Flores, A. B. (2019) · Environmental Research · doi:10.1016/j.envres.2019.108772 · Cited by 134 · see citing works
Self-citationIn Political Seas: Engaging with Political Ecology in the Ocean and Coastal Environment
Bennett, N. J. (2019) · Coastal Management · doi:10.1080/08920753.2019.1540905 · Cited by 133 · see citing works
Mapping supply of and demand for ecosystem services to assess environmental justice in New York City
Cantis, P. H., & McPhearson, T. (2021) · Ecological Applications · doi:10.1002/eap.2390 · Cited by 129 · see citing works
Equity in human adaptation-related responses: A systematic global review
Araos, M., Jagannathan, K., Shukla, R., Ajibade, I., de Perez, E. C., Davis, K., Ford, J., Galappaththi, E., Grady, C., Hudson, A., et al. (2021) · One Earth · doi:10.1016/j.oneear.2021.09.001 · Cited by 109 · see citing works
Environmental justice and flood prevention: The moral cost of floodwater redistribution
Liao, K., Chan, J. K. H., & Huang, Y.-L. (2019) · Landscape and Urban Planning · doi:10.1016/j.landurbplan.2019.04.012 · Cited by 71 · see citing works
Cantis, P. H., Olivotto, V., Grabowski, Z. J., & McPhearson, T. (2020) · Urban Transformations · doi:10.1186/s42854-020-00014-w · Cited by 67 · see citing works
Marandi, A., & Main, K. (2021) · Journal of Environmental Studies and Sciences · doi:10.1007/s13412-021-00712-2 · Cited by 67 · see citing works
Thomas, A. S., Escobedo, F. J., Sloggy, M. R., & Sánchez, J. J. (2022) · PLoS ONE · doi:10.1371/journal.pone.0271019 · Cited by 67 · see citing works
Kim, H., Marcouiller, D. W., & Woosnam, K. M. (2018) · Geoforum · doi:10.1016/j.geoforum.2018.08.006 · Cited by 64 · see citing works
Using human mobility data to quantify experienced urban inequalities
Xu, F., Wang, Q., Moro, E., Chen, L., Miranda, A. S., González, M. C., Tizzoni, M., Song, C., Ratti, C., Bettencourt, L. M. A., et al. (2025) · Nature Human Behaviour · doi:10.1038/s41562-024-02079-0 · Cited by 65 · see citing works
Parker, E. R., Mo, J., & Goodman, R. S. (2022) · The Journal of Climate Change and Health · doi:10.1016/j.joclim.2022.100162 · Cited by 58 · see citing works
A survey-based assessment of perceived flood risk in urban areas of the United States
Harlan, S. L., Sarango, M., Mack, E. A., & Stephens, T. A. (2019) · Anthropocene · doi:10.1016/j.ancene.2019.100217 · Cited by 56 · see citing works
Fine-scale assessment of inequities in inland flood vulnerability
Messager, M., Ettinger, A. K., Murphy-Williams, M., & Levin, P. S. (2021) · Applied Geography · doi:10.1016/j.apgeog.2021.102492 · Cited by 52 · see citing works
Chakraborty, L., Thistlethwaite, J., Scott, D. J., Henstra, D., Minano, A., & Rus, H. A. (2022) · Risk Analysis · doi:10.1111/risa.13978 · Cited by 48 · see citing works
Debbage, N. (2019) · Anthropocene · doi:10.1016/j.ancene.2019.100226 · Cited by 47 · see citing works
Madajewicz, M. (2020) · Climatic Change · doi:10.1007/s10584-020-02896-y · Cited by 45 · see citing works
Flores, A. B., Collins, T. W., Grineski, S. E., Amodeo, M. F., Porter, J. R., Sampson, C., & Wing, O. E. J. (2022) · Annals of the American Association of Geographers · doi:10.1080/24694452.2022.2085656 · Cited by 44 · see citing works
Self-citationThaler, T., Fuchs, S., Priest, S., & Doorn, N. (2018) · Regional Environmental Change · doi:10.1007/s10113-017-1272-8 · Cited by 38 · see citing works
Scales of inequality: The role of spatial extent in environmental justice analysis
de Carvalho, C. A., González, A., & Cabral, D. D. C. (2022) · Landscape and Urban Planning · doi:10.1016/j.landurbplan.2022.104369 · Cited by 38 · see citing works
The Affordability of Flood Risk Property‐Level Adaptation Measures
Hudson, P. (2020) · Risk Analysis · doi:10.1111/risa.13465 · Cited by 37 · see citing works
Constructing a social vulnerability index for flooding: insights from a municipality in Sweden
Englund, M., Passos, M. V., André, K., Swartling, Å. G., Segnestam, L., & Barquet, K. (2023) · Frontiers in Climate · doi:10.3389/fclim.2023.1038883 · Cited by 36 · see citing works
Osberghaus, D. (2021) · Climate Risk Management · doi:10.1016/j.crm.2020.100268 · Cited by 35 · see citing works
Scenarios of Human Responses to Unprecedented Social‐Environmental Extreme Events
Rusca, M., Messori, G., & Baldassarre, G. D. (2021) · Earth s Future · doi:10.1029/2020ef001911 · Cited by 35 · see citing works
Social justice in socio-hydrology—how we can integrate the two different perspectives
Thaler, T. (2021) · Hydrological Sciences Journal · doi:10.1080/02626667.2021.1950916 · Cited by 34 · see citing works
Paradoxes of financial schemes for resilient flood recovery of households
Slavíková, L., Hartmann, T., & Thaler, T. (2020) · Wiley Interdisciplinary Reviews Water · doi:10.1002/wat2.1497 · Cited by 33 · see citing works
Mohtat, N., & Khirfan, L. (2022) · Frontiers in Sustainable Cities · doi:10.3389/frsc.2022.919724 · Cited by 30 · see citing works
Social Dimensions of Urban Flood Experience, Exposure, and Concern
Hale, R. L., Flint, C. G., Jackson‐Smith, D. B., & Endter‐Wada, J. (2018) · JAWRA Journal of the American Water Resources Association · doi:10.1111/1752-1688.12676 · Cited by 28 · see citing works
Urban–Rural Exposure to Flood Hazard and Social Vulnerability in the Conterminous United States
Dhungana, B., & Liu, W. (2024) · ISPRS International Journal of Geo-Information · doi:10.3390/ijgi13090339 · Cited by 26 · see citing works
Hülssiep, M., Thaler, T., & Fuchs, S. (2020) · Disasters · doi:10.1111/disa.12437 · Cited by 26 · see citing works
Collins, T. W., Grineski, S. E., & Nadybal, S. M. (2021) · Annals of the American Association of Geographers · doi:10.1080/24694452.2021.1935690 · Cited by 26 · see citing works
Self-citationFrazier, T. G., Boyden, E. E., & Wood, E. X. (2020) · Natural Hazards · doi:10.1007/s11069-020-03990-1 · Cited by 25 · see citing works
Uneven experiences of urban flooding: examining the 2010 Nashville flood
Linscott, G., Rishworth, A., King, B. H., & Hiestand, M. P. (2021) · Natural Hazards · doi:10.1007/s11069-021-04961-w · Cited by 25 · see citing works
Fair strategies to tackle unfair risks? Justice considerations within flood risk management
de Herve, M. D. G. (2021) · International Journal of Disaster Risk Reduction · doi:10.1016/j.ijdrr.2021.102745 · Cited by 25 · see citing works
NPCC4: Advancing climate justice in climate adaptation strategies for New York City
Foster, S. R., Baptista, A., Nguyen, K. H., Tchen, J., Tedesco, M., & Leichenko, R. (2024) · Annals of the New York Academy of Sciences · doi:10.1111/nyas.15148 · Cited by 26 · see citing works
“141,142,148 Other evidence comes from research on hazardous and industrial land use, 163,164,168 housing and investment decisions, 160,192 aspects of geography—such as elevation and waterfronts 225,228,231 —and transportation planning and infrastructure.”
Thaler, T., Hanger-Kopp, S., Schinko, T., & Nordbeck, R. (2023) · iScience · doi:10.1016/j.isci.2023.107073 · Cited by 23 · see citing works
Leveraging critical race theory to produce equitable climate change adaptation
Rudge, K. (2023) · Nature Climate Change · doi:10.1038/s41558-023-01690-9 · Cited by 20 · see citing works
Anyanwu, C., & Beyer, K. M. M. (2024) · Social Sciences & Humanities Open · doi:10.1016/j.ssaho.2024.100845 · Cited by 20 · see citing works
Scaling Nature‐Based Solutions for Fluvial Floods: A Worldwide Systematic Review
Howarth, M., Smithwick, E. A. H., McPhillips, L., & Mejía, A. (2025) · Wiley Interdisciplinary Reviews Water · doi:10.1002/wat2.70011 · Cited by 19 · see citing works
Sansom, G., Kirsch, K. R., Stone, K. W., McDonald, T. J., & Horney, J. A. (2018) · Environmental Justice · doi:10.1089/env.2018.0004 · Cited by 20 · see citing works
Just retreat—how different countries deal with it: examples from Austria and England
Thaler, T. (2021) · Journal of Environmental Studies and Sciences · doi:10.1007/s13412-021-00694-1 · Cited by 20 · see citing works
Spatial heterogeneity in social vulnerability to flood exposure
Hoover, S., & Tate, E. C. (2025) · Natural Hazards · doi:10.1007/s11069-025-07302-3 · Cited by 15 · see citing works
To appeal and amend: Changes to recently updated Flood Insurance Rate Maps
Lea, D. M., & Pralle, S. B. (2021) · Risk Hazards & Crisis in Public Policy · doi:10.1002/rhc3.12222 · Cited by 15 · see citing works
Zhewei, L. I. U., & Mostafavi, A. (2023) · SSRN Electronic Journal · doi:10.2139/ssrn.4355054 · Cited by 12 · see citing works
Xu, J., & Qiang, Y. (2024) · Cartography and Geographic Information Science · doi:10.1080/15230406.2024.2328159 · Cited by 11 · see citing works
Housing amenity and affordability shape floodplain development
Samoray, C., Hino, M., Siders, A. R., Agopian, A., & Mach, K. J. (2024) · Land Use Policy · doi:10.1016/j.landusepol.2024.107216 · Cited by 11 · see citing works
Beaussier, A., Chevalier, T., & Palier, B. (2024) · Revue française des affaires sociales · doi:10.3917/rfas.241.0207 · Cited by 11 · see citing works
Bidadian, B., Strager, M. P., Ghadimi, H., & Sharma, M. (2024) · GeoHazards · doi:10.3390/geohazards5030042 · Cited by 11 · see citing works
Flood Risk as Legacy Vulnerability: Reading the past into the present for environmental justice
Hardy, D. (2023) · Geoforum · doi:10.1016/j.geoforum.2023.103757 · Cited by 11 · see citing works
Climate-related migration and population health: social science-oriented dynamic simulation model
Reuveny, R. (2021) · BMC Public Health · doi:10.1186/s12889-020-10120-w · Cited by 11 · see citing works
Flooding and inequality: A multilevel analysis of exposure to floods and poverty in French cities
Fujiki, K., Finance, O., Hirtzel, J., & Enaux, C. (2024) · Applied Geography · doi:10.1016/j.apgeog.2023.103193 · Cited by 10 · see citing works
Yu, Y., Flores, A. B., Connor, D. S., Meerow, S., Braswell, A., & Leyk, S. (2025) · Population and Environment · doi:10.1007/s11111-025-00485-8 · Cited by 10 · see citing works
Son, C. H., & Ban, Y. U. (2022) · Natural Hazards · doi:10.1007/s11069-022-05511-8 · Cited by 10 · see citing works
Radonic, L., Cooper, L. T., & Omans, M. (2020) · Human Organization · doi:10.17730/1938-3525.79.2.117 · Cited by 8 · see citing works
Social Justice in Urban–Rural Flood Exposure: A Case Study of Nanjing, China
Chen, Y., Liu, H., Ye, Z., Zhang, H., Jiang, B., & Zhang, Y. (2022) · Land · doi:10.3390/land11091588 · Cited by 8 · see citing works
Serafin, K. A., Koseff, J. R., Ouyang, D., & Suckale, J. (2024) · Environmental Research Letters · doi:10.1088/1748-9326/ad3c58 · Cited by 7 · see citing works
Hoque, S. M. M., Kamanmalek, S., & Alamdari, N. (2024) · Journal of Environmental Engineering · doi:10.1061/joeedu.eeeng-7586 · Cited by 7 · see citing works
Asl, S. R. (2024) · Environmental Hazards · doi:10.1080/17477891.2024.2413673 · Cited by 7 · see citing works
Modifying Social Vulnerability Indices to Complement Physical Exposure Risk Analyses
Wainger, L., Weber, M. A., & Price, E. W. (2024) · Natural Hazards Review · doi:10.1061/nhrefo.nheng-2237 · Cited by 7 · see citing works
Stoltz, A. D., Won, O. M., Gee, E. K. C., & Seto, K. L. (2025) · Climatic Change · doi:10.1007/s10584-025-03999-0 · Cited by 7 · see citing works
Liew, H., & Eidem, N. (2021) · Journal of Homeland Security and Emergency Management · doi:10.1515/jhsem-2020-0014 · Cited by 7 · see citing works
Bosisio, A., & Jiménez, A. M. (2022) · Applied Spatial Analysis and Policy · doi:10.1007/s12061-022-09459-x · Cited by 7 · see citing works
Kim, S. K., & Hammitt, J. K. (2022) · Natural Hazards · doi:10.1007/s11069-022-05541-2 · Cited by 7 · see citing works
Influence of cross-scale measures on neighborhood resilience
Buck, K. D., Dunn, R. J., Bennett, M. K., & Bousquin, J. J. (2022) · Natural Hazards · doi:10.1007/s11069-022-05493-7 · Cited by 7 · see citing works
Sansom, G., Hernandez, R., Johnson, J. N., Newman, G., Atoba, K. O., Masterson, J. H., Davis, D., & Fawkes, L. S. (2023) · Climate Risk Management · doi:10.1016/j.crm.2023.100507 · Cited by 7 · see citing works
Macías‐Tapia, A., Mulholland, M. R., Selden, C. R., Loftis, J. D., & Bernhardt, P. W. (2023) · Estuaries and Coasts · doi:10.1007/s12237-023-01245-3 · Cited by 7 · see citing works
Integrating social and ecological considerations in floodplain relocation and restoration programs
Shi, L. Z., Sylman, S., Hulet, C., Brenner, R. M., Safi, A. G., & Corsi, P. (2023) · Socio-Ecological Practice Research · doi:10.1007/s42532-023-00152-y · Cited by 7 · see citing works
Oke, O., Dougherty, E., Rasmussen, K. L., Morrison, R. R., & Carter, E. M. (2023) · Environmental Research Letters · doi:10.1088/1748-9326/acce4e · Cited by 6 · see citing works
Flood risk assessment data access and equity in Metro Vancouver
Gouett-Hanna, C., Oulahen, G., Henstra, D., & Thistlethwaite, J. (2022) · Canadian Water Resources Journal / Revue canadienne des ressources hydriques · doi:10.1080/07011784.2022.2122083 · Cited by 6 · see citing works
Thaler, T., & Seebauer, S. (2025) · Journal of Flood Risk Management · doi:10.1111/jfr3.70052 · Cited by 5 · see citing works
Toxicity travels in a changing climate
Marcantonio, R. A., Field, S., & Regan, P. M. (2020) · Environmental Science & Policy · doi:10.1016/j.envsci.2020.09.029 · Cited by 5 · see citing works
Social Inequalities in Climate Change-Attributed Impacts of Hurrican HarveyPreprint
Smiley, K. T., Noy, I., Wehner, M. F., Frame, D. J., Sampson, C., & Wing, O. E. J. (2021) · SSRN Electronic Journal · doi:10.2139/ssrn.3961915 · Cited by 5 · see citing works
Canfield, K. N., Cato, A., Torso, K. A., & Mulvaney, K. K. (2023) · Hydrological Sciences Journal · doi:10.1080/02626667.2023.2280679 · Cited by 6 · see citing works
Sarango, M., Kim, D. J., & Harlan, S. L. (2025) · Local Environment · doi:10.1080/13549839.2025.2566516 · Cited by 4 · see citing works
Yusuf, J., Cobb, T. D., Andrews, E., Gladfelter, S., & Montrose, G. (2022) · Shore & Beach · doi:10.34237/1009046 · Cited by 4 · see citing works
Paquette, C. E., Danns, T., Bordeaux, M., Cullins, Z., & Brinkley‐Rubinstein, L. (2024) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph21091169 · Cited by 4 · see citing works
Risk and the Response to Sea Level Rise in South Florida
Treuer, G. (2017) · Cited by 4 · see citing works
Steinberg-McElroy, I., Tangtrakul, K., Alizadehtazi, B., Rosenzweig, B. R., Gurian, P. L., & Montalto, F. (2023) · doi:10.2139/ssrn.4571518 · Cited by 3 · see citing works
Senses of justice after managed retreat in New York city
Olivotto, V., Wijsman, K., & McPhearson, T. (2025) · Frontiers in Climate · doi:10.3389/fclim.2024.1481919 · Cited by 3 · see citing works
Flood injustice in 500-year floodplains
Farshid, A., & Null, S. E. (2025) · Frontiers in Human Dynamics · doi:10.3389/fhumd.2025.1496686 · Cited by 3 · see citing works
Tracking precipitation features and associated large-scale environments over southeastern Texas
Liu, Y., Qian, Y., Berg, L. K., Feng, Z., Li, J., Chen, J., & Yang, Z. (2024) · Atmospheric chemistry and physics · doi:10.5194/acp-24-8165-2024 · Cited by 3 · see citing works
Environmental violence and enterprise: The outsized role of business for environmental peacebuilding
Marcantonio, R. A. (2024) · Business Horizons · doi:10.1016/j.bushor.2024.07.003 · Cited by 9 · see citing works
The Influence of Scale in Modeling Social Vulnerability and Disaster Assistance
Asl, S. R., Drakes, O. O., Tate, E. C., Brody, S. D., Highfield, W. E., & Atoba, K. O. (2025) · Annals of the American Association of Geographers · doi:10.1080/24694452.2025.2549057 · Cited by 2 · see citing works
Ritt-Coulter, E. (2026) · Ethnic and Racial Studies · doi:10.1080/01419870.2025.2607600 · Cited by 2 · see citing works
Wagenblast, T., Filatova, T., Grimley, L., Sebastian, A., & Goyal, N. (2026) · Environmental Science & Policy · doi:10.1016/j.envsci.2026.104393 · Cited by 2 · see citing works
Thaler, T., Seebauer, S., Rogger, M., Dworak, T., & Winkler, C. (2021) · Österreichische Wasser- und Abfallwirtschaft · doi:10.1007/s00506-021-00780-2 · Cited by 2 · see citing works
Bidadian, B., Maxwell, A. E., & Strager, M. P. (2023) · doi:10.5194/nhess-2023-113 · Cited by 2 · see citing works
Kruczkiewicz, A., Hultquist, C., Dutta, M., & Iyer, R. S. (2023) · Journal of Climate Resilience and Justice · doi:10.1162/crcj_a_00005 · Cited by 1 · see citing works
Defining affordability and adaptation resource prioritisation
Hudson, P., & Thaler, T. (2023) · Climate Risk Management · doi:10.1016/j.crm.2023.100569 · Cited by 1 · see citing works
Examining the effects of long-term historical redlining on climate risks
Qin, H., & Zhai, W. (2025) · Natural Hazards · doi:10.1007/s11069-025-07657-7 · Cited by 1 · see citing works
Hasan, F., Kameshwar, S., Rahim, M. A., Rohli, R. V., & Friedland, C. J. (2026) · Natural Hazards · doi:10.1007/s11069-025-07920-x · Cited by 1 · see citing works
Flooding and injustice in Ningbo, China
Liu, Z., & Rogers, S. (2026) · Geographical Research · doi:10.1111/1745-5871.70060 · Cited by 1 · see citing works
Ruiz‐Valero, Á., Tierra, Á. E. S., & Pereña-Ortiz, J. F. (2026) · Urban Science · doi:10.3390/urbansci10040205 · Cited by 1 · see citing works
Cantis, P. H., McPhearson, T., Rosenzweig, B. R., Madajewicz, M., Cook, E. M., Olivotto, V., Dennis, E., Montalto, F. A., & Cherrier, J. (2026) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2520315122 · Cited by 1 · see citing works
- Authors
- Collins, T. W., Grineski, S. E., & Chakraborty, J.
- Affiliations
- The University of Texas at El Paso (US)
- Corresponding author
- Collins, Timothy W.
- Venue
- Regional Environmental Change
- Published
- 2017-02-13
- Volume
- 18
- Issue
- 2
- Pages
- 311-323
- ISSN
- 1436-378X (ISSN-L)
- 1436-3798
- PMC
- PMC5849275
- OpenAlex
- W2588609895
- Cited by
- 126
- References
- 67
- Citations by year
- 2026: 13 · 2025: 15 · 2024: 22 · 2023: 15 · 2022: 19 · 2021: 20 · 2020: 8 · 2019: 7 · 2018: 5 · 2017: 2
- FWCI
- 15.41
- Type
- journal article
- Language
- en
- Open access
- green
- europepmc.org
- Locations
- Regional Environmental Change (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- Division of Civil, Mechanical and Manufacturing Innovation (1129984, 1536113)
- Topics
- Social Sciences › Sociology and Political Science › Environmental Justice and Health Disparities
- Physical Sciences › Environmental Science › Global and Planetary Change › Flood Risk Assessment and Management
- Social Sciences › Sociology and Political Science › Disaster Management and Resilience
- Keywords
- environmental justice, flood risk, social vulnerability, protective resources, coastal amenities, petrochemical industry, air pollution, Miami metropolitan area, Houston metropolitan area, conceptual model
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review