Urban form and structure explain variability in spatial inequality of property flood risk among US counties

Understanding the relationship between urban form and structure and spatial inequality of property flood risk has been a longstanding challenge in urban planning and emergency management. Here we explore eight urban form and structure features to explain variability in spatial inequality of property...

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Veröffentlicht in:Communications earth & environment Jg. 5; H. 1; S. 172 - 12
Hauptverfasser: Ma, Junwei, Mostafavi, Ali
Format: Journal Article
Sprache:Englisch
Veröffentlicht: London Nature Publishing Group 01.04.2024
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Abstract Understanding the relationship between urban form and structure and spatial inequality of property flood risk has been a longstanding challenge in urban planning and emergency management. Here we explore eight urban form and structure features to explain variability in spatial inequality of property flood risk among 2567 US counties. Using datasets related to human mobility and facility distribution, we identify notable variation in spatial inequality of property flood risk, particularly in coastline and metropolitan counties. The results reveal variations in spatial inequality of property flood risk can be explained based on principal components of development density, economic activity, and centrality and segregation. The classification and regression tree model further demonstrates how these principal components interact and form pathways that explain spatial inequality of property flood risk. The findings underscore the critical role of urban planning in mitigating flood risk inequality, offering valuable insights for crafting integrated strategies as urbanization progresses.
AbstractList Abstract Understanding the relationship between urban form and structure and spatial inequality of property flood risk has been a longstanding challenge in urban planning and emergency management. Here we explore eight urban form and structure features to explain variability in spatial inequality of property flood risk among 2567 US counties. Using datasets related to human mobility and facility distribution, we identify notable variation in spatial inequality of property flood risk, particularly in coastline and metropolitan counties. The results reveal variations in spatial inequality of property flood risk can be explained based on principal components of development density, economic activity, and centrality and segregation. The classification and regression tree model further demonstrates how these principal components interact and form pathways that explain spatial inequality of property flood risk. The findings underscore the critical role of urban planning in mitigating flood risk inequality, offering valuable insights for crafting integrated strategies as urbanization progresses.
Understanding the relationship between urban form and structure and spatial inequality of property flood risk has been a longstanding challenge in urban planning and emergency management. Here we explore eight urban form and structure features to explain variability in spatial inequality of property flood risk among 2567 US counties. Using datasets related to human mobility and facility distribution, we identify notable variation in spatial inequality of property flood risk, particularly in coastline and metropolitan counties. The results reveal variations in spatial inequality of property flood risk can be explained based on principal components of development density, economic activity, and centrality and segregation. The classification and regression tree model further demonstrates how these principal components interact and form pathways that explain spatial inequality of property flood risk. The findings underscore the critical role of urban planning in mitigating flood risk inequality, offering valuable insights for crafting integrated strategies as urbanization progresses.
Understanding the relationship between urban form and structure and spatial inequality of property flood risk has been a longstanding challenge in urban planning and emergency management. Here we explore eight urban form and structure features to explain variability in spatial inequality of property flood risk among 2567 US counties. Using datasets related to human mobility and facility distribution, we identify notable variation in spatial inequality of property flood risk, particularly in coastline and metropolitan counties. The results reveal variations in spatial inequality of property flood risk can be explained based on principal components of development density, economic activity, and centrality and segregation. The classification and regression tree model further demonstrates how these principal components interact and form pathways that explain spatial inequality of property flood risk. The findings underscore the critical role of urban planning in mitigating flood risk inequality, offering valuable insights for crafting integrated strategies as urbanization progresses.Coastline and metropolitan counties in the US show large spatial inequality of property flood risk linked to urban density and growth, economy, and racial and income segregation according to an analysis of flood risk and socio-economic data.
ArticleNumber 172
Author Ma, Junwei
Mostafavi, Ali
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  fullname: Mostafavi, Ali
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Cites_doi 10.1016/j.trc.2019.05.028
10.5194/nhess-9-1881-2009
10.1016/j.scs.2023.104491
10.1016/j.rse.2019.111448
10.1016/j.cities.2019.102551
10.1126/sciadv.abb4112
10.1038/s41562-020-0931-9
10.1016/j.ijdrr.2022.102849
10.1007/s44212-022-00003-3
10.1016/j.ijdrr.2022.102811
10.1038/s41467-020-18531-4
10.1038/s41467-021-27260-1
10.1177/23998083231167433
10.3390/su6106488
10.1111/mice.12972
10.1038/s41467-022-31056-2
10.1038/s41467-021-24899-8
10.1016/j.ijdrr.2022.103351
10.1016/j.socscimed.2012.09.011
10.1038/s41562-019-0803-3
10.1016/j.landurbplan.2022.104417
10.1038/d41586-021-01750-0
10.1002/wics.101
10.1061/(ASCE)NH.1527-6996.0000268
10.1353/dem.2007.0030
10.1111/gean.12002
10.1007/s11069-013-0566-5
10.1007/s12076-012-0086-z
10.1038/s41598-022-23532-y
10.1007/s11069-020-04372-3
10.1016/j.scs.2020.102014
10.1038/ncomms2961
10.1016/j.envres.2019.108772
10.1111/mice.12818
10.1016/j.jenvman.2018.11.039
10.2307/2579183
10.1007/s11069-020-04470-2
10.1038/s41586-021-04190-y
10.1038/s41598-020-70928-9
10.1038/s41467-021-22160-w
10.1038/s41893-017-0002-z
10.1038/s41467-022-33372-z
10.1016/S2468-2667(21)00255-3
10.1038/s41467-022-33344-3
10.1038/s41558-023-01594-8
10.1016/j.scs.2022.104371
10.1016/j.landurbplan.2022.104352
10.1038/s41467-020-20435-2
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References X Zhang (1337_CR18) 2022; 72
1337_CR20
T Liu (1337_CR25) 2023; 89
1337_CR61
1337_CR60
J Wang (1337_CR15) 2019; 234
JD Gourevitch (1337_CR7) 2023; 13
T Niu (1337_CR14) 2020; 54
W Su (1337_CR31) 2014; 6
H Abdi (1337_CR27) 2010; 2
Y Xu (1337_CR19) 2020; 6
A Esmalian (1337_CR21) 2022; 12
M Hino (1337_CR1) 2021; 595
MR Martines (1337_CR41) 2020; 97
S Sousa (1337_CR35) 2022; 13
1337_CR39
1337_CR38
1337_CR37
TW Collins (1337_CR22) 2019; 179
1337_CR33
R Pereira (1337_CR52) 2013; 45
N Coleman (1337_CR36) 2023; 92
SL Cutter (1337_CR30) 2018; 19
NK Mehta (1337_CR47) 2013; 95
B Hong (1337_CR4) 2021; 12
K Puzyreva (1337_CR12) 2022; 71
ME Hauer (1337_CR10) 2021; 12
DS Massey (1337_CR43) 1988; 67
C Kubal (1337_CR26) 2009; 9
H Hao (1337_CR11) 2022; 220
DA Edmonds (1337_CR9) 2020; 11
KT Smiley (1337_CR23) 2022; 13
1337_CR49
JW McCaughey (1337_CR5) 2018; 1
1337_CR48
W Jian (1337_CR28) 2021; 105
A Aleta (1337_CR54) 2020; 4
F Wang (1337_CR56) 2019; 105
SJ Rey (1337_CR34) 2013; 6
A Pallathadka (1337_CR32) 2022; 223
J Dargin (1337_CR59) 2022; 83
1337_CR2
Q-Q Li (1337_CR40) 2022; 1
P-A Balland (1337_CR13) 2020; 4
1337_CR53
W Pan (1337_CR17) 2013; 4
1337_CR51
1337_CR50
E Tate (1337_CR8) 2021; 106
A Jbaily (1337_CR46) 2022; 601
E Moro (1337_CR42) 2021; 12
Y Qiang (1337_CR24) 2019; 232
1337_CR58
1337_CR57
A Esmalian (1337_CR16) 2022; 37
1337_CR55
JK Kodros (1337_CR45) 2022; 13
C Wolff (1337_CR29) 2020; 10
DT Lichter (1337_CR44) 2007; 44
D Nohrstedt (1337_CR6) 2021; 12
AB Smith (1337_CR3) 2013; 67
References_xml – volume: 105
  start-page: 183
  year: 2019
  ident: 1337_CR56
  publication-title: Transp. Res. Part C
  doi: 10.1016/j.trc.2019.05.028
– volume: 9
  start-page: 1881
  year: 2009
  ident: 1337_CR26
  publication-title: Nat. Hazards Earth Syst. Sci.
  doi: 10.5194/nhess-9-1881-2009
– ident: 1337_CR58
– volume: 92
  start-page: 104491
  year: 2023
  ident: 1337_CR36
  publication-title: Sustain. Cities Soc.
  doi: 10.1016/j.scs.2023.104491
– volume: 234
  start-page: 111448
  year: 2019
  ident: 1337_CR15
  publication-title: Remote Sens. Environ.
  doi: 10.1016/j.rse.2019.111448
– volume: 97
  start-page: 102551
  year: 2020
  ident: 1337_CR41
  publication-title: Cities
  doi: 10.1016/j.cities.2019.102551
– ident: 1337_CR48
– ident: 1337_CR60
– ident: 1337_CR39
– volume: 6
  start-page: eabb4112
  year: 2020
  ident: 1337_CR19
  publication-title: Sci. Adv.
  doi: 10.1126/sciadv.abb4112
– ident: 1337_CR50
– volume: 4
  start-page: 964
  year: 2020
  ident: 1337_CR54
  publication-title: Nat. Hum. Behav.
  doi: 10.1038/s41562-020-0931-9
– volume: 72
  start-page: 102849
  year: 2022
  ident: 1337_CR18
  publication-title: Int. J. Disaster Risk Reduct.
  doi: 10.1016/j.ijdrr.2022.102849
– volume: 1
  start-page: 5
  year: 2022
  ident: 1337_CR40
  publication-title: Urb. Inform.
  doi: 10.1007/s44212-022-00003-3
– volume: 71
  start-page: 102811
  year: 2022
  ident: 1337_CR12
  publication-title: Int. J. Disaster Risk Reduct.
  doi: 10.1016/j.ijdrr.2022.102811
– volume: 11
  year: 2020
  ident: 1337_CR9
  publication-title: Nat. Commun.
  doi: 10.1038/s41467-020-18531-4
– volume: 12
  year: 2021
  ident: 1337_CR10
  publication-title: Nat. Commun.
  doi: 10.1038/s41467-021-27260-1
– ident: 1337_CR20
  doi: 10.1177/23998083231167433
– volume: 6
  start-page: 6488
  year: 2014
  ident: 1337_CR31
  publication-title: Sustainability
  doi: 10.3390/su6106488
– ident: 1337_CR49
– ident: 1337_CR61
– ident: 1337_CR55
  doi: 10.1111/mice.12972
– volume: 13
  year: 2022
  ident: 1337_CR23
  publication-title: Nat. Commun.
  doi: 10.1038/s41467-022-31056-2
– volume: 12
  year: 2021
  ident: 1337_CR42
  publication-title: Nat. Commun.
  doi: 10.1038/s41467-021-24899-8
– volume: 83
  start-page: 103351
  year: 2022
  ident: 1337_CR59
  publication-title: Int. J. Disaster Risk Reduct.
  doi: 10.1016/j.ijdrr.2022.103351
– volume: 95
  start-page: 6
  year: 2013
  ident: 1337_CR47
  publication-title: Soc. Sci. Med.
  doi: 10.1016/j.socscimed.2012.09.011
– volume: 4
  start-page: 248
  year: 2020
  ident: 1337_CR13
  publication-title: Nat. Hum. Behav.
  doi: 10.1038/s41562-019-0803-3
– volume: 223
  start-page: 104417
  year: 2022
  ident: 1337_CR32
  publication-title: Landsc. Urb. Plan.
  doi: 10.1016/j.landurbplan.2022.104417
– ident: 1337_CR38
– ident: 1337_CR51
– volume: 595
  start-page: 27
  year: 2021
  ident: 1337_CR1
  publication-title: Nature
  doi: 10.1038/d41586-021-01750-0
– volume: 2
  start-page: 433
  year: 2010
  ident: 1337_CR27
  publication-title: Wiley Interdiscip. Rev. Comput. Stat.
  doi: 10.1002/wics.101
– ident: 1337_CR33
– volume: 19
  start-page: 05017005
  year: 2018
  ident: 1337_CR30
  publication-title: Nat. Hazards Rev.
  doi: 10.1061/(ASCE)NH.1527-6996.0000268
– volume: 44
  start-page: 563
  year: 2007
  ident: 1337_CR44
  publication-title: Demography
  doi: 10.1353/dem.2007.0030
– volume: 45
  start-page: 77
  year: 2013
  ident: 1337_CR52
  publication-title: Geogr. Anal.
  doi: 10.1111/gean.12002
– volume: 67
  start-page: 387
  year: 2013
  ident: 1337_CR3
  publication-title: Nat. Hazards
  doi: 10.1007/s11069-013-0566-5
– volume: 6
  start-page: 55
  year: 2013
  ident: 1337_CR34
  publication-title: Lett. Spat. Resour. Sci.
  doi: 10.1007/s12076-012-0086-z
– volume: 12
  year: 2022
  ident: 1337_CR21
  publication-title: Sci. Rep.
  doi: 10.1038/s41598-022-23532-y
– volume: 105
  start-page: 1691
  year: 2021
  ident: 1337_CR28
  publication-title: Nat. Hazards
  doi: 10.1007/s11069-020-04372-3
– volume: 54
  start-page: 102014
  year: 2020
  ident: 1337_CR14
  publication-title: Sustain. Cities Soc.
  doi: 10.1016/j.scs.2020.102014
– ident: 1337_CR37
– volume: 4
  year: 2013
  ident: 1337_CR17
  publication-title: Nat. Commun.
  doi: 10.1038/ncomms2961
– volume: 179
  start-page: 108772
  year: 2019
  ident: 1337_CR22
  publication-title: Environ. Res.
  doi: 10.1016/j.envres.2019.108772
– volume: 37
  start-page: 1491
  year: 2022
  ident: 1337_CR16
  publication-title: Comput. Aided Civ. Infrastruct. Eng.
  doi: 10.1111/mice.12818
– volume: 232
  start-page: 295
  year: 2019
  ident: 1337_CR24
  publication-title: J. Environ. Manag.
  doi: 10.1016/j.jenvman.2018.11.039
– ident: 1337_CR53
– volume: 67
  start-page: 281
  year: 1988
  ident: 1337_CR43
  publication-title: Soc. Forces
  doi: 10.2307/2579183
– ident: 1337_CR57
– volume: 106
  start-page: 435
  year: 2021
  ident: 1337_CR8
  publication-title: Nat. Hazards
  doi: 10.1007/s11069-020-04470-2
– volume: 601
  start-page: 228
  year: 2022
  ident: 1337_CR46
  publication-title: Nature
  doi: 10.1038/s41586-021-04190-y
– volume: 10
  start-page: 1
  year: 2020
  ident: 1337_CR29
  publication-title: Sci. Rep.
  doi: 10.1038/s41598-020-70928-9
– volume: 12
  year: 2021
  ident: 1337_CR4
  publication-title: Nat. Commun.
  doi: 10.1038/s41467-021-22160-w
– volume: 1
  start-page: 38
  year: 2018
  ident: 1337_CR5
  publication-title: Nat. Sustain.
  doi: 10.1038/s41893-017-0002-z
– volume: 13
  year: 2022
  ident: 1337_CR45
  publication-title: Nat. Commun.
  doi: 10.1038/s41467-022-33372-z
– ident: 1337_CR2
  doi: 10.1016/S2468-2667(21)00255-3
– volume: 13
  year: 2022
  ident: 1337_CR35
  publication-title: Nat. Commun.
  doi: 10.1038/s41467-022-33344-3
– volume: 13
  start-page: 250
  year: 2023
  ident: 1337_CR7
  publication-title: Nat. Clim. Ch.
  doi: 10.1038/s41558-023-01594-8
– volume: 89
  start-page: 104371
  year: 2023
  ident: 1337_CR25
  publication-title: Sustain. Cities Soc.
  doi: 10.1016/j.scs.2022.104371
– volume: 220
  start-page: 104352
  year: 2022
  ident: 1337_CR11
  publication-title: Landsc. Urb. Plan.
  doi: 10.1016/j.landurbplan.2022.104352
– volume: 12
  year: 2021
  ident: 1337_CR6
  publication-title: Nat. Commun.
  doi: 10.1038/s41467-020-20435-2
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Snippet Understanding the relationship between urban form and structure and spatial inequality of property flood risk has been a longstanding challenge in urban...
Abstract Understanding the relationship between urban form and structure and spatial inequality of property flood risk has been a longstanding challenge in...
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StartPage 172
SubjectTerms Coasts
Density
Economic analysis
Economic conditions
Economics
Emergency management
Emergency preparedness
Environmental risk
Floods
Inequality
Regression analysis
Regression models
Segregation
Urban areas
Urban planning
Urbanization
Variability
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Title Urban form and structure explain variability in spatial inequality of property flood risk among US counties
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https://doaj.org/article/95eddc28ae9248a1b8d92638959c9bca
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