Adeola FO, Picou JS (2012) Race, social capital, and the health impacts of katrina: evidence from the louisiana and mississippi gulf coast. Hum Ecol Rev 19:10–24
Google Scholar
Anselin L (1995) Local indicators of spatial association—LISA. Geogr Anal 27:93–115. https://doi.org/10.1111/j.1538-4632.1995.tb00338.x
Article
Google Scholar
Anselin L (2005) Exploring spatial data with GeoDaTM: a workbook. In: spatial analysis laboratory, department of geography. University of Illinois at Urbana-Champaign, Urbana. https://www.geos.ed.ac.uk/~gisteac/fspat/geodaworkbook.pdf
Anselin L, Sridharan S, Gholston S (2007) Using exploratory spatial data analysis to leverage social indicator databases: the discovery of interesting patterns. Soc Indic Res 82:287–309. https://doi.org/10.1007/s11205-006-9034-x
Article
Google Scholar
Armas I, Gavris A (2016) Census-based social vulnerability assessment for Bucharest. In: Ioja IC, Comanescu L, Dumitrache L et al (eds) Ecosmart—environment at crossroads: smart approaches for a sustainable development. Elsevier, Amsterdam, pp 138–146
Google Scholar
ArcGIS Online (2019) Microsoft building footprints - features. https://www.arcgis.com/home/item.html?id=bb69f10baf334d4c935a0fb23d758f38
Aroca-Jimenez E, Bodoque JM, Garcia JA, Diez-Herrero A (2017) Construction of an integrated social vulnerability index in urban areas prone to flash flooding. Nat Hazards Earth Syst Sci 17(9):1541–1557
Article
Google Scholar
ASFPM( Association of State Floodplain Managers) (2020) A cost analysis for completing and maintaining the Nation’s NFIP flood map inventory. Madison, WI
Baker D, Hamshaw SD, Hamshaw KA (2014) Rapid flood exposure assessment of Vermont mobile home parks following tropical storm Irene. Nat Hazards Rev 15:27–37
Article
Google Scholar
Bakkensen LA, Fox-Lent C, Read LK, Linkov I (2017) Validating resilience and vulnerability indices in the context of natural disasters. Risk Anal 37:982–1004
Article
Google Scholar
Bates LK, Green RA (2009) Housing recovery in the Ninth ward. Race, place, and environmental justice after Hurricane Katrina: struggles to reclaim, rebuild, and revitalize New Orleans and the Gulf Coast. pp 461–493
Blaikie P, Cannon T, Davis I, Wisner B (2014) At risk: natural hazards, people’s vulnerability and disasters. Routledge, Abingdon
Book
Google Scholar
Bullard RD, Wright B (2009) Race, place, and environmental justice after Hurricane Katrina: struggles to reclaim, rebuild, and revitalize New Orleans and the Gulf Coast. Westview Press, New York
Google Scholar
Burton C, Cutter SL (2008) levee failures and social vulnerability in the sacramento-san joasquin Delta Area, California. Nat Hazards Rev 9:136–149. https://doi.org/10.1061/(ASCE)1527-6988(2008)9:3(136)
Article
Google Scholar
Chakraborty J, Collins TW, Grineski SE (2019) Exploring the environmental justice implications of hurricane harvey flooding in greater houston, Texas. Am J Public Health 109:244–250
Article
Google Scholar
Chakraborty J, Grineski SE, Collins TW (2019) Hurricane Harvey and people with disabilities: disproportionate exposure to flooding in Houston, Texas. Soc Sci Med 226:176–181
Article
Google Scholar
Chang SE, Yip JZK, Conger T et al (2018) Community vulnerability to coastal hazards: developing a typology for disaster risk reduction. Appl Geogr 91:81–88
Article
Google Scholar
Collins TW, Jimenez AM, Grineski SE (2013) Hispanic health disparities after a flood disaster: results of a population-based survey of individuals experiencing home site damage in El Paso (Texas, USA). J Immigr Minor Health 15:415–426. https://doi.org/10.1007/s10903-012-9626-2
Article
Google Scholar
Collins TW, Grineski SE, Chakraborty J, Flores AB (2019) Environmental injustice and hurricane harvey: a household-level study of socially disparate flood exposures in greater Houston, Texas, USA. Environ Res 179:108772
Article
Google Scholar
Cross JA (2001) Megacities and small towns: different perspectives on hazard vulnerability. Glob Environ Change Part B Environ Hazards 3:63–80
Article
Google Scholar
Cutter SL, Finch C (2008) Temporal and spatial changes in social vulnerability to natural hazards. Proc Natl Acad Sci 105:2301–2306
Article
Google Scholar
Cutter SL, Morath DP (2013) The evolution of the Social vulnerability index. In: Birkmann J (ed) Measuring vulnerability to natural hazards, 2nd edn. United Nations University Press, Bonn, pp 304–321
Google Scholar
Cutter SL, Boruff BJ, Shirley WL (2003) social vulnerability to environmental hazards. Soc Sci Q 84:242–261. https://doi.org/10.1111/1540-6237.8402002
Article
Google Scholar
Cutter SL, Emrich CT, Morath DP, Dunning CM (2013) Integrating social vulnerability into federal flood risk management planning. J Flood Risk Manag 6:332–344. https://doi.org/10.1111/jfr3.12018
Article
Google Scholar
Cutter SL, SchumannEmrich RLCT (2014) Exposure, social vulnerability and recovery disparities in New Jersey after Hurricane Sandy. J Extrem Events 1:1450002
Article
Google Scholar
de Moel H, Aerts JCJH, Koomen E (2011) Development of flood exposure in the Netherlands during the 20th and 21st century. Glob Environ Change 21:620–627. https://doi.org/10.1016/j.gloenvcha.2010.12.005
Article
Google Scholar
Dottori F, Salamon P, Bianchi A et al (2016) Development and evaluation of a framework for global flood hazard mapping. Adv Water Resour 94:87–102
Article
Google Scholar
Działek J, Biernacki W, Konieczny R et al (2019) Social vulnerability as a factor in flood preparedness. In: Działek J et al (eds) Understanding flood Preparedness. Springer, NewYork, pp 61–90
Chapter
Google Scholar
Elliott JR, Brown PL, Loughran K (2020) Racial Inequities in the federal buyout of flood-prone homes: a nationwide assessment of environmental adaptation. Soc Sociol Res Dyn World 6:237802312090543. https://doi.org/10.1177/2378023120905439
Article
Google Scholar
Emrich CT, Cutter SL (2011) Social vulnerability to climate-sensitive hazards in the southern United States. Weather Clim Soc 3:193–208. https://doi.org/10.1175/2011wcas1092.1
Article
Google Scholar
Emrich CT, Tate E, Larson SE, Zhou Y (2020) Measuring social equity in flood recovery funding. Environ Hazards 19:228–250. https://doi.org/10.1080/17477891.2019.1675578
Article
Google Scholar
Fekete A (2009) Validation of a social vulnerability index in context to river-floods in Germany. Nat Hazards Earth Syst Sci 9:393–403
Article
Google Scholar
FEMA (2018) An affordability framework for the national flood insurance program. Federal Emergency Management Agency, Washington, DC
Google Scholar
Fielding JL (2018) Flood risk and inequalities between ethnic groups in the floodplains of England and Wales. Disasters 42:101–123
Article
Google Scholar
Finch C, Emrich CT, Cutter SL (2010) Disaster disparities and differential recovery in New Orleans. Popul Environ 31:179–202. https://doi.org/10.1007/s11111-009-0099-8
Article
Google Scholar
First Street Foundation (2020) First street foundation mission. https://firststreet.org/mission/. Accessed 3 Jan 2020
Flatt VB, Flournoy A, Sokol KC et al (2019) From surviving to thriving: equity in disaster planning and recovery. SSRN Electron J. https://doi.org/10.2139/ssrn.3340133
Article
Google Scholar
Fothergill A, Peek LA (2004) Poverty and disasters in the United States: a review of recent sociological findings. Nat hazards 32:89–110
Article
Google Scholar
Frigerio I, Carnelli F, Cabinio M, De Amicis M (2018) Spatiotemporal pattern of social vulnerability in Italy. Int J Disaster Risk Sci 9:249–262. https://doi.org/10.1007/s13753-018-0168-7
Article
Google Scholar
Gaither CJ, Goodrick S, Murphy BE, Poudyal N (2015) An exploratory spatial analysis of social vulnerability and smoke plume dispersion in the US South. Forests 6:1397–1421
Article
Google Scholar
Garbutt K, Ellul C, Fujiyama T (2015) Mapping social vulnerability to flood hazard in Norfolk, England. Environ Hazards 14:156–186. https://doi.org/10.1080/17477891.2015.1028018
Article
Google Scholar
Grahn T, Nyberg L (2017) Assessment of pluvial flood exposure and vulnerability of residential areas. Int J Disaster Risk Reduct 21:367–375. https://doi.org/10.1016/j.ijdrr.2017.01.016
Article
Google Scholar
Hamel L, Wu B, Brodie M et al (2017) An early assessment of hurricane harvey’s impact on vulnerable texans in the gulf coast region: their voices and priorities to inform rebuilding efforts. Kaiser Family Foundation, California
Google Scholar
Hazards and Vulnerability Research Institute (2015) SoVI®: social Vulnerability Index for the United States-2010–2014. http://artsandsciences.sc.edu/geog/hvri/sovi®-0. Accessed 3 Mar 2020
Hendricks MD (2017) The Infrastructures of Equity and Environmental Justice. Texas A & M University
Highfield WE, Peacock WG, Van Zandt S (2014) Mitigation planning: why hazard exposure, structural vulnerability, and social vulnerability matter. J Plan Educ Res 34:287–300
Article
Google Scholar
Horney J, Nguyen M, Salvesen D et al (2017) Assessing the quality of rural hazard mitigation plans in the southeastern United States. J Plan Educ Res 37:56–65
Article
Google Scholar
Houston D, Werrity A, Bassett D, et al (2011) Pluvial (rain-related) flooding in urban areas: the invisible hazard
Huang X, Wang C (2020) Estimates of exposure to the 100-year floods in the conterminous United States using national building footprints. Int J Disaster Risk Reduct 50:101731. https://doi.org/10.1016/j.ijdrr.2020.101731
Article
Google Scholar
Jamshed A, Birkmann J, Rana IA, Feldmeyer D (2020) The effect of spatial proximity to cities on rural vulnerability against flooding: an indicator based approach. Ecol Indic 118:106704
Article
Google Scholar
Jonkman SN, Maaskant B, Boyd E, Levitan ML (2009) Loss of life caused by the flooding of New Orleans after hurricane Katrina: analysis of the relationship between flood characteristics and mortality. Risk Anal 29:676–698. https://doi.org/10.1111/j.1539-6924.2008.01190.x
Article
Google Scholar
Kamel N (2012) Social marginalisation, federal assistance and repopulation patterns in the New Orleans metropolitan area following Hurricane Katrina. Urban Stud 49:3211–3231
Article
Google Scholar
Kaźmierczak A, Cavan G (2011) Surface water flooding risk to urban communities: analysis of vulnerability, hazard and exposure. Landsc Urban Plan 103:185–197. https://doi.org/10.1016/j.landurbplan.2011.07.008
Article
Google Scholar
Koks EE, Jongman B, Husby TG, Botzen WJW (2015) Combining hazard, exposure and social vulnerability to provide lessons for flood risk management. Environ Sci Policy 47:42–52. https://doi.org/10.1016/j.envsci.2014.10.013
Article
Google Scholar
Kotzee I, Reyers B (2016) Piloting a social-ecological index for measuring flood resilience: a composite index approach. Ecol Indic 60:45–53. https://doi.org/10.1016/j.ecolind.2015.06.018
Article
Google Scholar
Laska S, Morrow BH (2006) Social vulnerabilities and Hurricane Katrina: an unnatural disaster in New Orleans. Mar Technol Soc J 40:16–26
Article
Google Scholar
Lee Y-J (2014) Social vulnerability indicators as a sustainable planning tool. Environ Impact Assess Rev 44:31–42. https://doi.org/10.1016/j.eiar.2013.08.002
Article
Google Scholar
Lee D, Jung J (2014) The growth of low-income population in floodplains: a case study of Austin, TX. KSCE J Civ Eng 18:683–693. https://doi.org/10.1007/s12205-014-0205-z
Article
Google Scholar
Luers AL (2005) The surface of vulnerability: an analytical framework for examining environmental change. Glob Environ Change 15:214–223. https://doi.org/10.1016/j.gloenvcha.2005.04.003
Article
Google Scholar
Maantay JA, Maroko AR, Herrmann C (2007) Mapping population distribution in the urban environment: the cadastral-based expert dasymetric system (CEDS). Cartogr Geogr Inf Sci 34:77–102. https://doi.org/10.1559/152304007781002190
Article
Google Scholar
Mavhura E, Manyena B, Collins AE (2017) An approach for measuring social vulnerability in context: the case of flood hazards in Muzarabani district, Zimbabwe. Geoforum 86:103–117
Article
Google Scholar
Mennis J (2003) Generating surface models of population using dasymetric mapping. Prof Geogr 55:31–42. https://doi.org/10.1111/0033-0124.10042
Article
Google Scholar
Molloy R (2016) Long-term vacant housing in the United States. Reg Sci Urban Econ 59:118–129
Article
Google Scholar
Montgomery MC, Chakraborty J (2015) Assessing the environmental justice consequences of flood risk: a case study in Miami, Florida. Environ Res Lett 10:95010. https://doi.org/10.1088/1748-9326/10/9/095010
Article
Google Scholar
Muñoz CE, Tate E (2016) Unequal recovery? Federal Resource distribution after a midwest flood disaster. Int J Environ Res Public Health 13:507. https://doi.org/10.3390/ijerph13050507
Article
Google Scholar
NASEM (National Academies of Sciences Engineering and Medicine) (2019) Framing the challenge of urban flooding in the United States. The National Academies Press, Washington
Google Scholar
NCEI (NOAA National Centers for Environmental Information) (2020) U.S. Billion-Dollar Weather and Climate Disasters. https://www.ncdc.noaa.gov/billions/
NLCD (2020a) National Land Cover Database 2016. https://www.mrlc.gov/data/nlcd-2016-land-cover-conus
NLCD (2020b) National Land Cover Database 2016, Legend. https://www.mrlc.gov/data/legends/national-land-cover-database-2016-nlcd2016-legend
Pickard BR, Daniel J, Mehaffey M et al (2015) EnviroAtlas: A new geospatial tool to foster ecosystem services science and resource management. Ecosyst Serv 14:45–55. https://doi.org/10.1016/j.ecoser.2015.04.005
Article
Google Scholar
Platt RH (1998) Planning and land use adjustments in historical perspective. Coop with Nat Confronting Nat hazards with land-use Plan Sustain communities 27–56
Pralle S (2019) Drawing lines: FEMA and the politics of mapping flood zones. Clim Change 152:227–237. https://doi.org/10.1007/s10584-018-2287-y
Article
Google Scholar
Prasad S (2016) Assessing the need for evacuation assistance in the 100 year floodplain of South Florida. Appl Geogr 67:67–76. https://doi.org/10.1016/j.apgeog.2015.12.005
Article
Google Scholar
Qiang Y (2019) Disparities of population exposed to flood hazards in the United States. J Environ Manag 232:295–304
Article
Google Scholar
Qiang Y, Lam NSN, Cai H, Zou L (2017) Changes in Exposure to flood hazards in the United States. Ann Am As Geogr 107:1332–1350. https://doi.org/10.1080/24694452.2017.1320214
Article
Google Scholar
Rahman MT, Aldosary AS, Nahiduzzaman KM, Reza I (2016) Vulnerability of flash flooding in Riyadh, Saudi Arabia. Nat Hazards 84:1807–1830. https://doi.org/10.1007/s11069-016-2521-8
Article
Google Scholar
Roder G, Sofia G, Wu Z, Tarolli P (2017) Assessment of Social vulnerability to floods in the floodplain of Northern Italy. Weather Clim Soc. https://doi.org/10.1175/WCAS-D-16-0090.1
Article
Google Scholar
Rolfe MI, Pit SW, McKenzie JW et al (2020) Social vulnerability in a high-risk flood-affected rural region of NSW Australia. Nat Hazards. https://doi.org/10.1007/s11069-020-03887-z
Article
Google Scholar
Rufat S, Tate E, Burton CG, Maroof AS (2015) Social vulnerability to floods: review of case studies and implications for measurement. Int J Disaster Risk Reduct 14:470–486. https://doi.org/10.1016/j.ijdrr.2015.09.013
Article
Google Scholar
Rufat S, Tate E, Emrich CT, Antolini F (2019) How valid are social vulnerability models? Ann Am As Geogr 109:1131–1153. https://doi.org/10.1080/24694452.2018.1535887
Article
Google Scholar
Rumbach A, Sullivan E, Makarewicz C (2020) Mobile home parks and disasters: understanding risk to the third housing type in the United States. Nat Hazards Rev 21:5020001
Article
Google Scholar
Sampson CC, Smith AM, Bates PD et al (2015) A high-resolution global flood hazard model. Water Resour Res 51:7358–7381
Article
Google Scholar
Sayers P, Penning-Rowsell EC, Horritt M (2018) Flood vulnerability, risk, and social disadvantage: current and future patterns in the UK. Reg Environ Change 18:339–352
Article
Google Scholar
Schmidtlein MC, Deutsch RC, Piegorsch WW, Cutter SL (2008) A sensitivity analysis of the social vulnerability index. Risk Anal 28:1099–1114. https://doi.org/10.1111/j.1539-6924.2008.01072.x
Article
Google Scholar
Shen G (2005) Location of manufactured housing and its accessibility to community services: a GIS-assisted spatial analysis. Socioecon Plan Sci 39:25–41
Article
Google Scholar
Siders AR (2018) Social justice implications of US managed retreat buyout programs. Clim Change Online. https://doi.org/10.1007/s10584-018-2272-5
Article
Google Scholar
Smith A, Bates PD, Wing O et al (2019) New estimates of flood exposure in developing countries using high-resolution population data. Nat Commun 10:1814. https://doi.org/10.1038/s41467-019-09282-y
Article
Google Scholar
SCDRO (2017) South Carolina action plan for disaster recovery. South Carolina Disaster Recovery Office, South Carolina Department of Commerce, Columbia, SC
Spielman SE, Tuccillo J, Folch DC et al (2020) Evaluating social vulnerability indicators: criteria and their application to the Social Vulnerability Index. Nat Hazards 100:417–436. https://doi.org/10.1007/s11069-019-03820-z
Article
Google Scholar
Tate E, Cutter SL, Berry M (2010) Integrated multihazard mapping. Environ Plan B Plan Des 37:646–663. https://doi.org/10.1068/b35157
Article
Google Scholar
UCF (2020) Social vulnerability mapping tool. The vulnerability mapping and analysis platform. University of Central Florida. Retrieved from https://www.vulnerabilitymap.org/
Ueland J, Warf B (2006) Racialized topographies: altitude and race in southern cities. Geogr Rev 96:50–78
Article
Google Scholar
USEPA (U.S. Environmental Protection Agency) (2015) EnviroAtlas: dasymetric allocation of population
Vickery J, Hunter LM (2016) Native Americans: where in environmental justice research? Soc Nat Resour 29:36–52
Article
Google Scholar
Wimberley RC, Morris LV (2002) The regionalization of poverty: assistance for the black belt South? J Rural Soc Sci 18:11
Google Scholar
Wing OEJ, Bates PD, Sampson CC et al (2017) Validation of a 30 m resolution flood hazard model of the conterminous United States. Water Resour Res 53:7968–7986. https://doi.org/10.1002/2017WR020917
Article
Google Scholar
Wing OEJ, Bates PD, Smith AM et al (2018) Estimates of present and future flood risk in the conterminous United States. Environ Res Lett 13:34023
Article
Google Scholar
Winsemius H, Jongman B, Veldkamp T, Hallegatte S, Bangalore M, Ward P (2018) Disaster risk, climate change, and poverty: assessing the global exposure of poor people to floods and droughts. Environ Develop Econ 23(3):328–348. https://doi.org/10.1017/S1355770X17000444
Article
Google Scholar
Yang L, Jin S, Danielson P et al (2018) A new generation of the United States national land cover database: requirements, research priorities, design, and implementation strategies. ISPRS J Photogramm Remote Sens 146:108–123. https://doi.org/10.1016/j.isprsjprs.2018.09.006
Article
Google Scholar
Zandbergen PA, Ignizio DA (2010) Comparison of dasymetric mapping techniques for small-area population estimates. Cartogr Geogr Inf Sci 37:199–214. https://doi.org/10.1559/152304010792194985
Article
Google Scholar
Zhang Y-LL, You W-JJ (2014) Social vulnerability to floods: a case study of Huaihe River Basin. Nat Hazards 71:2113–2125. https://doi.org/10.1007/s11069-013-0996-0
Article
Google Scholar