Modeling migration patterns in the USA under sea level rise

dc.contributor.authorRobinson, Caleb
dc.contributor.authorDilkina, Bistra
dc.contributor.authorMoreno-Cruz, Juan
dc.date.accessioned2026-05-07T18:28:54Z
dc.date.available2026-05-07T18:28:54Z
dc.date.issued2020-01-22
dc.description© 2020 Robinson et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
dc.description.abstractSea level rise in the United States will lead to large scale migration in the future. We propose a framework to examine future climate migration patterns using models of human migration. Our framework requires that we distinguish between historical versus climate driven migration and recognizes how the impacts of climate change can extend beyond the affected area. We apply our framework to simulate how migration, driven by sea level rise, differs from baseline migration patterns. Specifically, we couple a sea level rise model with a data-driven model of human migration and future population projections, creating a generalized joint model of climate driven migration that can be used to simulate population distributions under potential future sea level rise scenarios. The results of our case study suggest that the effects of sea level rise are pervasive, expanding beyond coastal areas via increased migration, and disproportionately affecting some areas of the United States.
dc.description.sponsorshipNational Science Foundation, 1510510 || Canada Research Chairs program || National Science Foundation, CCF-1522054 || National Science Foundation, CCF-1522054 || National Science Foundation, BCS-1638268.
dc.identifier.urihttps://doi.org/10.1371/journal.pone.0227436
dc.identifier.urihttps://hdl.handle.net/10012/23258
dc.language.isoen
dc.publisherPublic Library of Science
dc.relation.ispartofseriesPLoS ONE; 15(1); e0227436
dc.relation.urihttps://github.com/calebrob6/migration-slr
dc.rightsAttribution 4.0 Internationalen
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjecthuman mobility
dc.subjectclimate change
dc.subjectflooding
dc.subjectartificial neural networks
dc.subjectsea level rise
dc.subjectclimate modeling
dc.subjectsolar radiation
dc.subjectcities
dc.titleModeling migration patterns in the USA under sea level rise
dc.typeArticle
dcterms.bibliographicCitationRobinson C, Dilkina B, Moreno-Cruz J (2020) Modeling migration patterns in the USA under sea level rise. PLoS ONE 15(1): e0227436. https://doi.org/10.1371/journal.pone.0227436
uws.contributor.affiliation1Faculty of Engineering
uws.contributor.affiliation2School of Environment, Enterprise and Development
uws.peerReviewStatusReviewed
uws.scholarLevelFaculty
uws.typeOfResourceTexten

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