Repetitive floods intensify outmigration and climate gentrification in coastal cities
Open accessAbstract
Recent floods in America, Europe, Asia and Africa reminded societies across the world of the need to revisit their climate adaptation strategies. Rapid urbanization coinciding with a growing frequency and intensity of floods requires transformative actions in cities worldwide. While abandoning flood prone areas is sometimes discussed as a public climate adaptation option, little attention is paid to studying cumulative impacts of outmigration as an individual choice. To explore the aggregated consequences of households’ outmigration decisions in response to increasing flood hazards, we employ a computational agent-based model grounded in empirical heuristics of buyers’ and sellers’ behaviour in a flood-prone housing market. Our results suggest that pure market-driven processes can cause shifts in demographics in climate-sensitive hotspots placing low-income households further at risk. They get trapped in hazard zones, even when individual risk perceptions and behavioural location preferences are independent of income, suggesting increasing climate gentrification as an outcome of market sorting.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
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?
Marginalized communities are now at risk for the worst impacts of climate change.
“Marginalized communities are now at risk for the worst impacts of climate change.122,123”
From NPCC4: Advancing climate justice in climate adaptation strategies for New York City (2024) · cites this paper as [122]
Cites
Agent-based modeling: Methods and techniques for simulating human systems
Bonabeau, E. (2002) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.082080899 · Cited by 4,500 · see citing works
Social-Ecological Resilience to Coastal Disasters
Adger, W. N., Hughes, T. P., Folke, C., Carpenter, S. R., & Rockström, J. (2005) · Science · doi:10.1126/science.1112122 · Cited by 2,709 · see citing works
The economy needs agent-based modelling
Farmer, J. D., & Foley, D. (2009) · Nature · doi:10.1038/460685a · Cited by 1,370 · see citing works
People at Risk of Flooding: Why Some Residents Take Precautionary Action While Others Do Not
Grothmann, T., & Reußwig, F. (2006) · Natural Hazards · doi:10.1007/s11069-005-8604-6 · Cited by 1,365 · see citing works
Transformational adaptation when incremental adaptations to climate change are insufficient
Kates, R. W., Travis, W. R., & Wilbanks, T. J. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1115521109 · Cited by 1,289 · see citing works
Arthur, W. B. (1999) · Science · doi:10.1126/science.284.5411.107 · Cited by 1,147 · see citing works
Global exposure to river and coastal flooding: Long term trends and changes
Jongman, B., Ward, P. J., & Aerts, J. C. J. H. (2012) · Global Environmental Change · doi:10.1016/j.gloenvcha.2012.07.004 · Cited by 1,003 · see citing works
Perception and Communication of Flood Risks: A Systematic Review of Empirical Research
Kellens, W., Terpstra, T., & Maeyer, P. D. (2012) · Risk Analysis · doi:10.1111/j.1539-6924.2012.01844.x · Cited by 764 · see citing works
Whitmarsh, L. E. (2008) · Journal of Risk Research · doi:10.1080/13669870701552235 · Cited by 762 · see citing works
Nicholls, R. J. (2004) · Global Environmental Change · doi:10.1016/j.gloenvcha.2003.10.007 · Cited by 748 · see citing works
Emotions, Trust, and Perceived Risk: Affective and Cognitive Routes to Flood Preparedness Behavior
Terpstra, T. (2011) · Risk Analysis · doi:10.1111/j.1539-6924.2011.01616.x · Cited by 693 · see citing works
Agent-Based Computational Economics: A Constructive Approach to Economic TheoryPreprint
Tesfatsion, L. S. (2006) · RePEc: Research Papers in Economics · Cited by 578 · see citing works
Migration, immobility and displacement outcomes following extreme events
Black, R., Arnell, N. W., Adger, W. N., Thomas, D., & Geddes, A. (2013) · Environmental Science & Policy · doi:10.1016/j.envsci.2012.09.001 · Cited by 519 · see citing works
Empirical Validation of Agent-Based Models: Alternatives and Prospects
Windrum, P., Fagiolo, G., & Moneta, A. (2007) · RePEc: Research Papers in Economics · Cited by 513 · see citing works
Chapter 16 Agent-Based Computational Economics: A Constructive Approach to Economic Theory
Tesfatsion, L. S. (2006) · Handbook of computational economics · doi:10.1016/s1574-0021(05)02016-2 · Cited by 494 · see citing works
Changes in implicit flood risk premiums: Empirical evidence from the housing market
Bin, O., & Landry, C. E. (2012) · Journal of Environmental Economics and Management · doi:10.1016/j.jeem.2012.12.002 · Cited by 480 · see citing works
A framework for mapping and comparing behavioural theories in models of social-ecological systems
Schlüter, M., Baeza, A., Dressler, G., Frank, K., Groeneveld, J., Jager, W., Janssen, M. A., McAllister, R. R. J., Müller, B., Orach, K., et al. (2017) · Ecological Economics · doi:10.1016/j.ecolecon.2016.08.008 · Cited by 475 · see citing works
Estimates of present and future flood risk in the conterminous United States
Wing, O. E. J., Bates, P., Smith, A. M., Sampson, C., Johnson, K. A., Fargione, J., & Morefield, P. E. (2018) · Environmental Research Letters · doi:10.1088/1748-9326/aaac65 · Cited by 445 · see citing works
Climate gentrification: from theory to empiricism in Miami-Dade County, Florida
Keenan, J. M., Hill, T., & Gumber, A. (2018) · Environmental Research Letters · doi:10.1088/1748-9326/aabb32 · Cited by 351 · see citing works
Economics: Current climate models are grossly misleading
Stern, N. H. (2016) · Nature · doi:10.1038/530407a · Cited by 323 · see citing works
Flood Hazards, Insurance Rates, and Amenities: Evidence From the Coastal Housing Market
Bin, O., Kruse, J. B., & Landry, C. E. (2008) · Journal of Risk & Insurance · doi:10.1111/j.1539-6975.2007.00248.x · Cited by 306 · see citing works
Preparing for Resettlement Associated with Climate Change
de Sherbinin, A., Castro, M. C., Gemenne, F., Cernea, M. M., Adamo, S. B., Fearnside, P. M., Krieger, G. R., Lahmani, S., Oliver‐Smith, A., Pankhurst, A., et al. (2011) · Science · doi:10.1126/science.1208821 · 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
Dawson, R., Ball, T., Werritty, J., Werritty, A., Hall, J. W., & Roche, N. (2011) · Global Environmental Change · doi:10.1016/j.gloenvcha.2011.01.013 · Cited by 227 · see citing works
Is Flood Risk Capitalised Into Property Values?
Beltrán, A., Maddison, D. J., & Elliott, R. (2017) · Ecological Economics · doi:10.1016/j.ecolecon.2017.12.015 · Cited by 204 · see citing works
The public costs of climate-induced financial instability
Lamperti, F., Bosetti, V., Andrea Roventini, B., & Tavoni, M. (2019) · Nature Climate Change · doi:10.1038/s41558-019-0607-5 · Cited by 194 · see citing works
Focus on environmental risks and migration: causes and consequences
Adger, W. N., Arnell, N. W., Black, R., Dercon, S., Geddes, A., & Thomas, D. S. G. (2015) · Environmental Research Letters · doi:10.1088/1748-9326/10/6/060201 · Cited by 178 · see citing works
Amplification of flood frequencies with local sea level rise and emerging flood regimes
Buchanan, M. K., Oppenheimer, M., & Kopp, R. E. (2017) · Environmental Research Letters · doi:10.1088/1748-9326/aa6cb3 · Cited by 176 · see citing works
Putting trapped populations into place: climate change and inter-district migration flows in Zambia
Nawrotzki, R., & DeWaard, J. (2017) · Regional Environmental Change · doi:10.1007/s10113-017-1224-3 · Cited by 175 · see citing works
Regime shifts in coupled socio-environmental systems: Review of modelling challenges and approaches
Filatova, T., Polhill, G. J., & van Ewijk, S. (2015) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2015.04.003 · Cited by 169 · see citing works
Self-citationA coupled physical and economic model of the response of coastal real estate to climate risk
McNamara, D. E., & Keeler, A. G. (2013) · Nature Climate Change · doi:10.1038/nclimate1826 · Cited by 138 · see citing works
What motivates coastal households to adapt pro-actively to sea-level rise and increasing flood risk?
Koerth, J., Vafeidis, A. T., Hinkel, J., & Sterr, H. (2013) · Regional Environmental Change · doi:10.1007/s10113-012-0399-x · Cited by 130 · see citing works
Knuth, D., Kehl, D., Hulse, L. M., & Schmidt, S. (2013) · Risk Analysis · doi:10.1111/risa.12157 · Cited by 125 · see citing works
Haer, T., Botzen, W. J. W., & Aerts, J. C. J. H. (2019) · Environmental Research Letters · doi:10.1088/1748-9326/ab0770 · Cited by 107 · see citing works
Empirical agent-based land market: Integrating adaptive economic behavior in urban land-use models
Filatova, T. (2014) · Computers Environment and Urban Systems · doi:10.1016/j.compenvurbsys.2014.06.007 · Cited by 104 · see citing works
Self-citationSocio-economic consequences of post-disaster reconstruction in hazard-exposed areas
McCaughey, J. W., Daly, P., Mundir, I., Mahdi, S., & Patt, A. (2018) · Nature Sustainability · doi:10.1038/s41893-017-0002-z · Cited by 90 · see citing works
The Impact of Floods on House Prices: An Imperfect Information Approach with Myopia and Amnesia
Pryce, G. B. J., Chen, Y., & Galster, G. (2011) · Housing Studies · doi:10.1080/02673037.2011.542086 · Cited by 90 · see citing works
Avoiding or mitigating flooding: Bottom-up drivers of urban resilience to climate change in the USA
de Koning, K., Filatova, T., Need, A., & Bin, O. (2019) · Global Environmental Change · doi:10.1016/j.gloenvcha.2019.101981 · Cited by 67 · see citing works
Self-citationThe challenges of longitudinal surveys in the flood risk domain
Hudson, P., Thieken, A. H., & Bubeck, P. (2019) · Journal of Risk Research · doi:10.1080/13669877.2019.1617339 · Cited by 57 · see citing works
Shrinking New Orleans: Post-Katrina Population Adjustments
Zaninetti, J., & Colten, C. E. (2012) · Urban Geography · doi:10.2747/0272-3638.33.5.675 · Cited by 41 · see citing works
Building back bigger in hurricane strike zones
Lazarus, E. D., Limber, P. W., Goldstein, E. B., Dodd, R., & Armstrong, S. B. (2018) · Nature Sustainability · doi:10.1038/s41893-018-0185-y · Cited by 40 · see citing works
Filatova, T., Parker, D. C., & van der Veen, A. (2011) · Agricultural and Resource Economics Review · doi:10.1017/s1068280500002860 · Cited by 38 · see citing works
Self-citationBridging the Gap Between Revealed and Stated Preferences in Flood-prone Housing Markets
de Koning, K., Filatova, T., & Bin, O. (2017) · Ecological Economics · doi:10.1016/j.ecolecon.2017.01.022 · Cited by 37 · see citing works
Self-citationSocioeconomic Resilience: Multi-Hazard Estimates in 117 Countries
Bangalore, M., Stéphane Hallegatte, A., & Vogt‐Schilb, A. (2016) · World Bank, Washington, DC eBooks · doi:10.1596/1813-9450-7886 · Cited by 33 · see citing works
The role of subjective risk perceptions in shaping coastal development dynamics
Magliocca, N. R., & Walls, M. A. (2018) · Computers Environment and Urban Systems · doi:10.1016/j.compenvurbsys.2018.03.009 · Cited by 22 · see citing works
Improved Methods for Predicting Property Prices in Hazard Prone Dynamic Markets
de Koning, K., Filatova, T., & Bin, O. (2016) · Environmental and Resource Economics · doi:10.1007/s10640-016-0076-5 · Cited by 20 · see citing works
Self-citationPiguet, É. (2018) · Nature Sustainability · doi:10.1038/s41893-017-0011-y · Cited by 3 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
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
Marandi, A., & Main, K. (2021) · Journal of Environmental Studies and Sciences · doi:10.1007/s13412-021-00712-2 · Cited by 67 · see citing works
Juhola, S. K., Filatova, T., Hochrainer‐Stigler, S., Mechler, R., Scheffran, J., & Schweizer, P. (2022) · Frontiers in Climate · doi:10.3389/fclim.2022.1009234 · Cited by 61 · see citing works
Self-citationCoastal urban flood risk management: Challenges and opportunities − A systematic review
Aziz, F., Wang, X., Mahmood, M. Q., Awais, M. U., & Trenouth, B. (2024) · Journal of Hydrology · doi:10.1016/j.jhydrol.2024.132271 · Cited by 60 · see citing works
Risk transfer policies and climate-induced immobility among smallholder farmers
Choquette-Levy, N., Wildemeersch, M., Oppenheimer, M., & Levin, S. A. (2021) · Nature Climate Change · doi:10.1038/s41558-021-01205-4 · Cited by 57 · see citing works
How to keep it adequate: A protocol for ensuring validity in agent-based simulation
Troost, C., Huber, R., Bell, A. R., van Delden, H., Filatova, T., Le, Q. B., Lippe, M., Niamir, L., Polhill, G. J., Sun, Z., et al. (2022) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2022.105559 · Cited by 58 · see citing works
Self-citationAn agent-based model to simulate inhabitants’ behavior during a flood event
Taillandier, F., Maiolo, P. D., Taillandier, P., Jacquenod, C., Rauscher-Lauranceau, L., & Mehdizadeh, R. (2021) · International Journal of Disaster Risk Reduction · doi:10.1016/j.ijdrr.2021.102503 · Cited by 43 · see citing works
Climate Gentrification: Valuing Perceived Climate Risks in Property Prices
Thompson, J., Wilby, R. L., Hillier, J. K., Connell, R. K., & Saville, G. R. (2023) · Annals of the American Association of Geographers · doi:10.1080/24694452.2022.2156318 · Cited by 42 · see citing works
Tierolf, L., Haer, T., Botzen, W. J. W., de Bruijn, J., Ton, M. J., Reimann, L., & Aerts, J. C. J. H. (2023) · Scientific Reports · doi:10.1038/s41598-023-31351-y · Cited by 42 · see citing works
Tracing resilience, social dynamics and behavioral change: a review of agent-based flood risk models
Taberna, A., Filatova, T., Roy, D., & Noll, B. (2020) · Socio-Environmental Systems Modeling · doi:10.18174/sesmo.2020a17938 · Cited by 41 · see citing works
Self-citation(IPCC), I. P. O. C. C. (2023) · Cambridge University Press eBooks · doi:10.1017/9781009325844.016 · Cited by 41 · see citing works
Wijermans, N., Scholz, G., Chappin, E. J. L., Heppenstall, A. J., Filatova, T., Polhill, G. J., Semeniuk, C. A. D., & Stöppler, F. (2023) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2023.105850 · Cited by 34 · see citing works
Self-citationSrikrishnan, V., & Keller, K. M. (2021) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2021.104978 · Cited by 34 · see citing works
Climate Gentrification: Methods, Gaps, and Framework for Future Research
Best, K., & Jouzi, Z. (2022) · Frontiers in Climate · doi:10.3389/fclim.2022.828067 · Cited by 33 · see citing works
A Typology for Characterizing Human Action in MultiSector Dynamics Models
Yoon, J., Romero‐Lankao, P., Yang, Y. E., Klassert, C. J. A., Urban, N. M., Kaiser, K. E., Keller, K. M., Yarlagadda, B., Voisin, N., Reed, P. M., et al. (2022) · Earth s Future · doi:10.1029/2021ef002641 · Cited by 34 · see citing works
Mutlu, A., Roy, D., & Filatova, T. (2022) · Ecological Economics · doi:10.1016/j.ecolecon.2022.107682 · Cited by 31 · see citing works
Self-citationSOLECKI, W. D., & Friedman, E. (2021) · Annual Review of Public Health · doi:10.1146/annurev-publhealth-090419-102302 · Cited by 33 · see citing works
Planned relocation: Pluralistic and integrated science and governance
Moss, R. H., Reed, P. M., Hadjimichael, A., & Rozenberg, J. (2021) · Science · doi:10.1126/science.abh3256 · Cited by 31 · see citing works
Climate gentrification in Miami: A real climate change-minded investment practice?
Li, H., & Grant, R. J. (2022) · Cities · doi:10.1016/j.cities.2022.104025 · Cited by 29 · see citing works
Elliott, J. R., & Wang, Z. (2023) · Environmental Research Letters · doi:10.1088/1748-9326/acd654 · Cited by 26 · see citing works
A stepwise approach for identifying climate change induced socio-economic tipping points
van Ginkel, K., Haasnoot, M., & Botzen, W. J. W. (2022) · Climate Risk Management · doi:10.1016/j.crm.2022.100445 · Cited by 26 · 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
“257 There are now a number of case studies documenting these dynamics in cities such as Miami, 228,259 New Orleans, 227 Seattle, 156,261 andPhiladelphia.”
Systemic Financial Risk Arising From Residential Flood Losses
Thomson, H., Zeff, H. B., Kleiman, R., Sebastian, A., & Characklis, G. W. (2023) · Earth s Future · doi:10.1029/2022ef003206 · Cited by 23 · see citing works
Modes of climate mobility under sea-level rise
Seeteram, N. A., Ash, K. D., Sanders, B. F., Schubert, J. E., & Mach, K. J. (2023) · Environmental Research Letters · doi:10.1088/1748-9326/acfe22 · Cited by 22 · see citing works
Policy and market forces delay real estate price declines on the US coast
McNamara, D. E., Smith, M. D., Williams, Z. L., Gopalakrishnan, S., & Landry, C. E. (2024) · Nature Communications · doi:10.1038/s41467-024-46548-6 · Cited by 22 · see citing works
Lawyer, C., An, L., & Goharian, E. (2023) · Water · doi:10.3390/w15142635 · Cited by 21 · see citing works
Best, K. B., Jouzi, Z., Islam, M. S., Kirby, T., Nixon, R., Hossan, A., & Nyiawung, R. A. (2023) · Urban Climate · doi:10.1016/j.uclim.2023.101430 · Cited by 19 · see citing works
Measuring, mapping, and anticipating climate gentrification in Florida: Miami and Tampa case studies
Tedesco, M., Keenan, J. M., & Hultquist, C. (2022) · Cities · doi:10.1016/j.cities.2022.103991 · Cited by 18 · see citing works
Buckman, S. T., & Sobhaninia, S. (2022) · Journal of Sustainable Real Estate · doi:10.1080/19498276.2022.2095699 · Cited by 18 · see citing works
The role of water in environmental migration
Stoler, J. B., Pearson, A. L., Rosinger, A. Y., Lee, A. E., Bombardi, R. J., Brewis, A., Keough, S. B., López‐Carr, D., Shrader, C., Stauber, C., et al. (2022) · Wiley Interdisciplinary Reviews Water · doi:10.1002/wat2.1584 · Cited by 17 · see citing works
Coastal adaptation and migration dynamics under future shoreline changes
Tierolf, L., Haer, T., Athanasiou, P., Luijendijk, A. P., Botzen, W. J. W., & Aerts, J. C. J. H. (2024) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2024.170239 · Cited by 17 · see citing works
How does exposure to climate risk contribute to gentrification?
Kim, S. K., & Park, S. (2023) · Cities · doi:10.1016/j.cities.2023.104321 · Cited by 16 · see citing works
Taberna, A., Filatova, T., Andrea Roventini, B., & Lamperti, F. (2022) · Ecological Economics · doi:10.1016/j.ecolecon.2022.107588 · Cited by 16 · see citing works
Self-citationNoll, B., Filatova, T., Need, A., & de Vries, P. W. (2022) · Journal of Environmental Management · doi:10.1016/j.jenvman.2022.116462 · Cited by 15 · see citing works
Self-citationUnequal Landscapes: Vulnerability Traps in Informal Settlements of the Jacuí River Delta (Brazil)
Santos, A. P., López, J. M. R., Chiarel, C., & Scheffran, J. (2022) · Urban Science · doi:10.3390/urbansci6040076 · Cited by 17 · see citing works
The behaviour of property prices when affected by infrequent floods
Fletcher, C. S., Ganegodage, K. R., Hildenbrand, M. D., & Rambaldi, A. N. (2022) · Land Use Policy · doi:10.1016/j.landusepol.2022.106378 · Cited by 14 · see citing works
Yoon, J., Wan, H., Daniel, W. B., Srikrishnan, V., & Judi, D. R. (2023) · Computers Environment and Urban Systems · doi:10.1016/j.compenvurbsys.2023.101979 · Cited by 14 · see citing works
Building-level adaptation analysis under uncertain sea-level rise
Han, Y., & Mozumder, P. (2021) · Climate Risk Management · doi:10.1016/j.crm.2021.100305 · Cited by 14 · see citing works
Spatiotemporal implications of flooding on relocation risk in rural and urban coastal municipalities
Bukvic, A., Mitchell, A., Shao, Y., & Irish, J. L. (2023) · Land Use Policy · doi:10.1016/j.landusepol.2023.106754 · Cited by 13 · see citing works
Managing retreat for sandy beach areas under sea level rise
Setter, R. O., Han, R., Tavares, K.-D. A., Newfield, C., Terry, A., Roberson, I. M., Tarui, N., & Coffman, M. (2023) · Scientific Reports · doi:10.1038/s41598-023-38939-4 · Cited by 12 · see citing works
Adamu, S., Yong, H., Bello, A., Yusuf, D. A., Balaya, N. S., & Alhaji, M. (2026) · Cities · doi:10.1016/j.cities.2026.106810 · Cited by 9 · see citing works
The emerging “evident” role of climatic risk on migration: a study of four U.S. metropolitans
Hao, H., & Wang, Y. (2024) · Climatic Change · doi:10.1007/s10584-024-03687-5 · Cited by 8 · see citing works
Anticipating the global redistribution of people and property
Scheffer, M., Adger, W. N., Carpenter, S. R., Folke, C., Lenton, T., Vince, G., Westley, F. R., & Xu, C. (2024) · One Earth · doi:10.1016/j.oneear.2024.06.008 · 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
Kim, S. K., & Hammitt, J. K. (2022) · Natural Hazards · doi:10.1007/s11069-022-05541-2 · Cited by 7 · see citing works
Shortridge, J., Bukvic, A., Mitchell, M., Goldstein, J., & Allen, T. R. (2024) · Earth s Future · doi:10.1029/2023ef004123 · Cited by 6 · see citing works
Wang, C., Cremen, G., & Galasso, C. (2025) · Risk Analysis · doi:10.1111/risa.70007 · Cited by 6 · see citing works
From past to future: understanding urban development in flood-prone coastal Rome
Mannucci, S., Kwakkel, J. H., Morganti, M., & Ferrero, M. (2024) · Journal of Urban Design · doi:10.1080/13574809.2024.2383230 · Cited by 6 · see citing works
Mach, K. J., Vallario, R., Arnold, J. R., Brelsford, C. M., Calvin, K., Flores, A. N., Gao, J., Jagannathan, K., Judi, D. R., Martín, C. E., et al. (2023) · doi:10.7930/nca5.2023.ch18 · Cited by 6 · see citing works
Multi-stakeholder perspectives on climate gentrification in Miami-Dade, Florida
Matteucci, M., Best, K. B., & McKendry, C. (2024) · Urban Climate · doi:10.1016/j.uclim.2024.102238 · Cited by 5 · see citing works
Wallin, A. (2021) · Alue ja Ympäristö · doi:10.30663/ay.107779 · Cited by 5 · see citing works
Agent-Based Models for Climate Change Adaptation in Coastal Zones. A ReviewPreprint
Noia, J. D. (2022) · SSRN Electronic Journal · doi:10.2139/ssrn.4180554 · Cited by 5 · see citing works
Han, Y., Ye, X., Atoba, K. O., Mozumder, P., Chen, C., van den Bout, B., & van Westen, C. (2024) · Cities · doi:10.1016/j.cities.2024.104953 · Cited by 4 · see citing works
The role of risk transfer and spatial planning for enhancing the flood resilience of cities
Hudson, P., & Slavíková, L. (2022) · Edward Elgar Publishing eBooks · doi:10.4337/9781800379534.00019 · Cited by 4 · see citing works
Uncertainty in Household Behavior Drives Large Variation in the Size of the Levee Effect
Bhaduri, P., Pollack, A. B., Yoon, J., Chowdhury, P. K. R., Wan, H., Judi, D. R., Daniel, B., & Srikrishnan, V. (2025) · Journal of Flood Risk Management · doi:10.1111/jfr3.70131 · Cited by 3 · see citing works
Agreement in extreme precipitation exposure assessment is modified by race and social vulnerability
Aune, K. T., Zaitchik, B. F., Curriero, F. C., Davis, M. F., & Smith, G. S. (2023) · Frontiers in Epidemiology · doi:10.3389/fepid.2023.1128501 · Cited by 3 · see citing works
Giving up land? Explaining planned retreat in times of climate change
Pot, W. D., Metz, F., Nugraha, E., & Filatova, T. (2024) · Climate Policy · doi:10.1080/14693062.2024.2437422 · Cited by 3 · see citing works
Self-citationWu, Y., Yang, J., & Li, Z. (2025) · Landscape and Urban Planning · doi:10.1016/j.landurbplan.2025.105530 · Cited by 2 · see citing works
Geronimo, L., Payne, W. B., Andrews, C. J., Gilmore, E., & Kopp, R. E. (2025) · Risk Analysis · doi:10.1111/risa.70091 · Cited by 2 · see citing works
A framework for identifying climate change induced socio-economic tipping pointsPreprint
van Ginkel, K., Haasnoot, M., & Botzen, W. J. W. (2021) · SSRN Electronic Journal · doi:10.2139/ssrn.3935775 · Cited by 2 · see citing works
How to Keep it Adequate: A Validation Protocol for Agent-Based SimulationPreprint
Troost, C., Bell, A. R., van Delden, H., Huber, R., Filatova, T., Le, Q. B., Lippe, M., Niamir, L., Polhill, G. J., Sun, Z., et al. (2022) · SSRN Electronic Journal · doi:10.2139/ssrn.4161475 · Cited by 2 · see citing works
Self-citationPolicy and Market Forces Delay Inevitable Real Estate Price Declines on the CoastPreprint
Smith, M. D., McNamara, D. E., Williams, Z. L., Gopalakrishnan, S., & Landry, C. E. (2023) · Research Square · doi:10.21203/rs.3.rs-3182266/v1 · Cited by 2 · see citing works
Postcolonial Resilience in Casablanca: Colonial Legacies and Climate Vulnerability
Bolca, P. (2025) · Sustainability · doi:10.3390/su17198656 · Cited by 1 · see citing works
Kim, D., & Tepe, E. (2025) · Cities · doi:10.1016/j.cities.2025.106517 · Cited by 1 · see citing works
Calderón‐Argelich, A., Anguelovski, I., Etxeberria, E., Hannuschke, L., Breton-Carbonneau, A. C., López‐Gay, A., Shokry, G., Oscilowicz, E., Lown, J., Williams, P. C., et al. (2025) · Journal of city climate policy and economy · doi:10.3138/jccpe-2025-0021 · Cited by 1 · see citing works
Incorporating path dependency into downscaled SSP narratives: lessons from Jakarta
Santos, A. P., Petzold, J., Surtiari, G. A. K., Mirbach, C., & Garschagen, M. (2026) · Environmental Research Letters · doi:10.1088/1748-9326/ae46b1 · Cited by 1 · see citing works
Guo, Z., Wang, Y., & Watson, M. (2024) · Natural Hazards Review · doi:10.1061/nhrefo.nheng-2218 · Cited by 1 · see citing works
Análisis de la sostenibilidad de paisajes agropecuarios: aproximación conceptual y metodológica
Zamudio, C. B., Redondo, J. M., Roa-Ortiz, S. A., León, S. F. M., Torres, M. L. M., Castro, N. E. L., Garcia, J. A., Díaz-Timoté, J., Pereira, M. F., Torres, M., et al. (2022) · Corporación Colombiana de Investigación Agropecuaria (Agrosavia) eBooks · doi:10.21930/agrosavia.analisis.5183544
Uncertainty in Household Behavior Drives Large Variation in the Size of the Levee EffectPreprint
Bhaduri, P., Pollack, A. B., Yoon, J., Chowdhury, P. K. R., Wan, H., Judi, D. R., Daniel, B., & Srikrishnan, V. (2024) · doi:10.31219/osf.io/9ejn8
Wernstedt, K., Velotti, L., & Roberts, P. S. (2025) · Journal of the American Planning Association · doi:10.1080/01944363.2025.2517867
Milordis, A. C., Butler, W. H., Holmes, T., Jackson, A., & Curry, C. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5375763
Building Urban Resilience Through Circular Smart City: Insights from Valencia Flood
Utrilla, P. N.-C., Molina-Prados, A., & Górecki, J. (2025) · IEEE International Smart Cities Conference (ISC2) · doi:10.1109/isc266238.2025.11293313
Gonzales, L. M., Keane, C. M., & Bernknopf, R. L. (2026) · Geoscience Communication · doi:10.5194/gc-9-35-2026 · Cited by 1 · see citing works
Climate Gentrification: A Systematic Review of Theory, Measurement, and Drivers
Jang, G., & Kim, D. (2025) · 국토계획 · doi:10.17208/jkpa.2025.12.60.7.80
Mutlu, A., & Filatova, T. (2026) · Computers Environment and Urban Systems · doi:10.1016/j.compenvurbsys.2026.102440
Self-citationHuman Behavior and Hazard Uncertainties Shape Distributional Flood Risk OutcomesPreprint
Bhaduri, P., Pollack, A. B., Son, Y., Yoon, J., Daniel, B., & Srikrishnan, V. (2026) · SSRN Electronic Journal · doi:10.2139/ssrn.6701898
Pricing adaptation: A simulated study of poverty intervention strategies under climate shocks
Garibay, V. M., & Roy, D. (2026) · Journal of Computational Science · doi:10.1016/j.jocs.2026.102929
Heo, I.-S., Kim, J., Yun, H. S., & Lee, S.-J. (2026) · Sustainability · doi:10.3390/su18147060
Mutlu, A., & Filatova, T. (2026) · Springer proceedings in complexity · doi:10.1007/978-3-032-31712-4_31
Self-citationYegin, M., Nabinejad, S., Karakaya, G., Schüttrumpf, H., & Kentel, E. (2026) · Natural Hazards · doi:10.1007/s11069-026-08382-5
Perceptions of gentrification after a climate disaster: An example from Hurricane Florence
Hao, H., Hovis, M. E., Halls, J. N., & Arnold, H. (2026) · AIMS Geosciences · doi:10.3934/geosci.2026030
New Approach for Simulating Population Outmigration: Combining Linear and Agent-Based Models
Johnston, B., & van de Lindt, J. W. (2026) · Natural Hazards Review · doi:10.1061/nhrefo.nheng-2686
The Role of Socio-Economic Position in Climate Events
El-Dardiry, R., Hart, P. ‘., Toom, V., de Vries, A., & Hulscher, S. (2026) · Research for policy · doi:10.1007/978-3-032-25831-1_5
Santos, A. P. (2026) · IOP Conference Series Earth and Environmental Science · doi:10.1088/1755-1315/1668/1/012004
Urban Flooding in Coastal Cities: A Systematic Literature Review
Gomes, D. M., Filho, A. S. N., Jorge, E. M. D. F., Araújo, M. L. V., Brito, F. C., Borges, T. A. R., Ferreira, P., de Sá, N. S. C., & Saba, H. C. (2026) · Sustainability · doi:10.3390/su18189601
Hu, Y., Mao, Y., Luo, Q., & Cutler, H. (2026) · PLoS ONE · doi:10.1371/journal.pone.0346313
- Authors
- de Koning, K., & Filatova, T.
- Affiliations
- University of Twente (NL)
- Venue
- Environmental Research Letters
- Publisher
- IOP Publishing
- Published
- 2020-02-18
- Volume
- 15
- Issue
- 3
- Pages
- 034008
- ISSN
- 1748-9326 (ISSN-L)
- OpenAlex
- W2998101371
- Cited by
- 86
- References
- 47
- Citations by year
- 2026: 15 · 2025: 12 · 2024: 13 · 2023: 16 · 2022: 20 · 2021: 9 · 2020: 1
- FWCI
- 15.09
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Environmental Research Letters (publishedVersion, cc-by)
- University of Twente Research Information (publishedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- UTS ePRESS (University of Technology Sydney) (submittedVersion, other-oa)
- University of Twente Research Information (submittedVersion, cc-by)
- Funders
- H2020 European Research Council (758014 SCALAR)
- Topics
- Social Sciences › Sociology and Political Science › Climate Change, Adaptation, Migration
- Physical Sciences › Environmental Science › Global and Planetary Change › Flood Risk Assessment and Management
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Housing Market and Economics
- Keywords
- emigration, climate gentrification, coastal cities, climate change adaptation, low-income households, demographic change, risk perception, agent-based modeling, urbanization
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