Spatial structure of city population growth

We show here that population growth, resolved at the county level, is spatially heterogeneous both among and within the U.S. metropolitan statistical areas. Our analysis of data for over 3,100 U.S. counties reveals that annual population flows, resulting from domestic migration during the 2015–2019...

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Published in:Nature communications Vol. 13; no. 1; pp. 5931 - 10
Main Authors: Reia, Sandro M., Rao, P. Suresh C., Barthelemy, Marc, Ukkusuri, Satish V.
Format: Journal Article
Language:English
Published: London Nature Publishing Group UK 08.10.2022
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ISSN:2041-1723, 2041-1723
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Abstract We show here that population growth, resolved at the county level, is spatially heterogeneous both among and within the U.S. metropolitan statistical areas. Our analysis of data for over 3,100 U.S. counties reveals that annual population flows, resulting from domestic migration during the 2015–2019 period, are much larger than natural demographic growth, and are primarily responsible for this heterogeneous growth. More precisely, we show that intra-city flows are generally along a negative population density gradient, while inter-city flows are concentrated in high-density core areas. Intra-city flows are anisotropic and generally directed towards external counties of cities, driving asymmetrical urban sprawl. Such domestic migration dynamics are also responsible for tempering local population shocks by redistributing inflows within a given city. This spill-over effect leads to a smoother population dynamics at the county level, in contrast to that observed at the city level. Understanding the spatial structure of domestic migration flows is a key ingredient for analyzing their drivers and consequences, thus representing a crucial knowledge for urban policy makers and planners. A new study finds that city growth in the U.S. is spatially heterogeneous. Inter-city flows concentrate in core areas. Intra-city flows are generally directed towards external and low density counties of cities, and is the main contributor to urban sprawl.
AbstractList We show here that population growth, resolved at the county level, is spatially heterogeneous both among and within the U.S. metropolitan statistical areas. Our analysis of data for over 3,100 U.S. counties reveals that annual population flows, resulting from domestic migration during the 2015–2019 period, are much larger than natural demographic growth, and are primarily responsible for this heterogeneous growth. More precisely, we show that intra-city flows are generally along a negative population density gradient, while inter-city flows are concentrated in high-density core areas. Intra-city flows are anisotropic and generally directed towards external counties of cities, driving asymmetrical urban sprawl. Such domestic migration dynamics are also responsible for tempering local population shocks by redistributing inflows within a given city. This spill-over effect leads to a smoother population dynamics at the county level, in contrast to that observed at the city level. Understanding the spatial structure of domestic migration flows is a key ingredient for analyzing their drivers and consequences, thus representing a crucial knowledge for urban policy makers and planners. A new study finds that city growth in the U.S. is spatially heterogeneous. Inter-city flows concentrate in core areas. Intra-city flows are generally directed towards external and low density counties of cities, and is the main contributor to urban sprawl.
A new study finds that city growth in the U.S. is spatially heterogeneous. Inter-city flows concentrate in core areas. Intra-city flows are generally directed towards external and low density counties of cities, and is the main contributor to urban sprawl.
We show here that population growth, resolved at the county level, is spatially heterogeneous both among and within the U.S. metropolitan statistical areas. Our analysis of data for over 3,100 U.S. counties reveals that annual population flows, resulting from domestic migration during the 2015–2019 period, are much larger than natural demographic growth, and are primarily responsible for this heterogeneous growth. More precisely, we show that intra-city flows are generally along a negative population density gradient, while inter-city flows are concentrated in high-density core areas. Intra-city flows are anisotropic and generally directed towards external counties of cities, driving asymmetrical urban sprawl. Such domestic migration dynamics are also responsible for tempering local population shocks by redistributing inflows within a given city. This spill-over effect leads to a smoother population dynamics at the county level, in contrast to that observed at the city level. Understanding the spatial structure of domestic migration flows is a key ingredient for analyzing their drivers and consequences, thus representing a crucial knowledge for urban policy makers and planners. A new study finds that city growth in the U.S. is spatially heterogeneous. Inter-city flows concentrate in core areas. Intra-city flows are generally directed towards external and low density counties of cities, and is the main contributor to urban sprawl.
We show here that population growth, resolved at the county level, is spatially heterogeneous both among and within the U.S. metropolitan statistical areas. Our analysis of data for over 3,100 U.S. counties reveals that annual population flows, resulting from domestic migration during the 2015-2019 period, are much larger than natural demographic growth, and are primarily responsible for this heterogeneous growth. More precisely, we show that intra-city flows are generally along a negative population density gradient, while inter-city flows are concentrated in high-density core areas. Intra-city flows are anisotropic and generally directed towards external counties of cities, driving asymmetrical urban sprawl. Such domestic migration dynamics are also responsible for tempering local population shocks by redistributing inflows within a given city. This "spill-over" effect leads to a smoother population dynamics at the county level, in contrast to that observed at the city level. Understanding the spatial structure of domestic migration flows is a key ingredient for analyzing their drivers and consequences, thus representing a crucial knowledge for urban policy makers and planners.
We show here that population growth, resolved at the county level, is spatially heterogeneous both among and within the U.S. metropolitan statistical areas. Our analysis of data for over 3,100 U.S. counties reveals that annual population flows, resulting from domestic migration during the 2015-2019 period, are much larger than natural demographic growth, and are primarily responsible for this heterogeneous growth. More precisely, we show that intra-city flows are generally along a negative population density gradient, while inter-city flows are concentrated in high-density core areas. Intra-city flows are anisotropic and generally directed towards external counties of cities, driving asymmetrical urban sprawl. Such domestic migration dynamics are also responsible for tempering local population shocks by redistributing inflows within a given city. This spill-over effect leads to a smoother population dynamics at the county level, in contrast to that observed at the city level. Understanding the spatial structure of domestic migration flows is a key ingredient for analyzing their drivers and consequences, thus representing a crucial knowledge for urban policy makers and planners.We show here that population growth, resolved at the county level, is spatially heterogeneous both among and within the U.S. metropolitan statistical areas. Our analysis of data for over 3,100 U.S. counties reveals that annual population flows, resulting from domestic migration during the 2015-2019 period, are much larger than natural demographic growth, and are primarily responsible for this heterogeneous growth. More precisely, we show that intra-city flows are generally along a negative population density gradient, while inter-city flows are concentrated in high-density core areas. Intra-city flows are anisotropic and generally directed towards external counties of cities, driving asymmetrical urban sprawl. Such domestic migration dynamics are also responsible for tempering local population shocks by redistributing inflows within a given city. This spill-over effect leads to a smoother population dynamics at the county level, in contrast to that observed at the city level. Understanding the spatial structure of domestic migration flows is a key ingredient for analyzing their drivers and consequences, thus representing a crucial knowledge for urban policy makers and planners.
ArticleNumber 5931
Author Reia, Sandro M.
Rao, P. Suresh C.
Barthelemy, Marc
Ukkusuri, Satish V.
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Cites_doi 10.1023/A:1010654618859
10.1038/s43247-021-00273-w
10.1088/1748-9326/9/2/024008
10.1038/s41598-019-56091-w
10.1111/ruso.12358
10.1016/j.compenvurbsys.2022.101777
10.1016/j.jmoneco.2020.03.003
10.1177/0885412211409754
10.1073/pnas.2111997119
10.1103/PhysRevLett.111.198702
10.1126/science.1235823
10.2747/0272-3638.20.6.493
10.1002/psp.2415
10.1177/0738894215581315
10.1068/b3802ed
10.1016/j.chieco.2003.09.018
10.1016/j.jue.2008.11.002
10.1057/palgrave.udi.9000108
10.3390/ijgi9110685
10.1016/j.apgeog.2011.11.006
10.1111/geoj.12139
10.1177/08854122211002758
10.1126/sciadv.aat8812
10.4054/DemRes.2015.32.38
10.1080/02723638.2016.1228371
10.1371/journal.pone.0013541
10.1038/s41467-020-18205-1
10.1073/pnas.1606036114
10.1038/s41586-020-2900-x
10.1038/s41598-021-87407-4
10.1073/pnas.0610172104
10.1162/003355399556133
10.1371/journal.pone.0023777
10.1038/s43588-021-00160-6
10.5296/jsss.v5i1.11710
10.1038/467912a
10.1007/s11356-013-2101-3
10.1080/13604813.2015.1071113
10.1111/j.1549-0831.2000.tb00341.x
10.1177/0042098019832517
10.1080/09595237600185121
10.1073/pnas.0507312102
10.15620/cdc:104993
10.1073/pnas.2119313118
10.2307/213456
10.1007/978-94-007-2366-5_18
10.2139/ssrn.3245082
10.1007/978-1-4612-3034-2_4
10.2139/ssrn.2961692
10.1007/978-0-387-30440-3_69
10.1073/pnas.2011990118
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Issue 1
Keywords City Growth
Urbanization
Internal Migration
Relocation Flows
Metropolitan Statistical Areas
Language English
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References Johnson, Winkler (CR45) 2015; 32
Barbosa (CR52) 2021; 11
CR37
Wong (CR58) 2004; 9
CR34
Soman, Beukes, Nederhood, Marchio, Bettencourt (CR67) 2020; 9
CR32
CR31
CR75
CR30
CR74
CR73
Schneider, Mertes (CR17) 2014; 9
CR72
Slater (CR25) 1976; 10
Chi, Ventura (CR42) 2011; 12
Johnson, Fuguitt (CR43) 2000; 65
Bettencourt (CR40) 2013; 340
Bettencourt, Zünd (CR6) 2020; 11
Fan (CR55) 1999; 20
CR2
CR4
Lichter, Brown, Parisi (CR18) 2021; 27
CR7
Li (CR49) 2021; 2
CR9
CR46
Bettencourt, Lobo, Strumsky, West (CR38) 2010; 5
Shreevastava, Bhalachandran, McGrath, Huber, Rao (CR22) 2019; 9
CR41
Hymel (CR10) 2009; 65
Bettencourt, West (CR39) 2010; 467
Šveda, Madajová, Podolák (CR8) 2016; 52
Yabe, Jones, Rao, Gonzalez, Ukkusuri (CR54) 2022; 94
Graham (CR57) 2015; 19
Yabe, Rao, Ukkusuri, Cutter (CR53) 2022; 119
Liu, He, Wu (CR71) 2016; 11
Louf, Barthelemy (CR47) 2013; 111
Plane, Henrie, Perry (CR59) 2005; 102
Moench, Ng (CR36) 2011
Hao, Sun, Tombe, Zhu (CR23) 2020; 113
Batty, Cheshire (CR33) 2011
Auerbach (CR1) 1913; 59
Phelps (CR19) 2021; 36
Sarkar, Wu, Levinson (CR48) 2020; 57
CR13
Xu, Li, Jin, Lu, Song (CR50) 2021; 1
Potts (CR60) 2016; 182
Zhang, Shunfeng (CR65) 2003; 14
Musterd, Marcińczak, Van Ham, Tammaru (CR14) 2017; 38
Darçín (CR12) 2014; 21
Rayer, Brown (CR44) 2001; 20
Malik, Asmi, Ali, Rahman (CR66) 2017; 5
Li (CR70) 2022; 13
Wu, Zhang (CR16) 2012; 34
Johnson (CR35) 2020; 85
Bettencourt, Lobo, Helbing, Kühnert, West (CR56) 2007; 104
Bren d’Amour (CR69) 2017; 114
Seto, Fragkias, Güneralp, Reilly (CR15) 2011; 6
Sweet (CR11) 2011; 26
CR29
CR28
CR27
CR26
Gabaix (CR3) 1999; 114
Bettencourt (CR51) 2020; 6
Verbavatz, Barthelemy (CR5) 2020; 587
CR24
CR68
CR21
Østby (CR63) 2016; 33
CR20
CR64
CR62
CR61
R Louf (33527_CR47) 2013; 111
S Musterd (33527_CR14) 2017; 38
KC Seto (33527_CR15) 2011; 6
M Darçín (33527_CR12) 2014; 21
33527_CR2
L Bettencourt (33527_CR39) 2010; 467
LM Bettencourt (33527_CR51) 2020; 6
T Yabe (33527_CR54) 2022; 94
S Soman (33527_CR67) 2020; 9
A Shreevastava (33527_CR22) 2019; 9
33527_CR13
DT Lichter (33527_CR18) 2021; 27
M Batty (33527_CR33) 2011
M Šveda (33527_CR8) 2016; 52
C Bren d’Amour (33527_CR69) 2017; 114
LM Bettencourt (33527_CR38) 2010; 5
H Barbosa (33527_CR52) 2021; 11
LM Bettencourt (33527_CR56) 2007; 104
33527_CR61
G Li (33527_CR70) 2022; 13
V Verbavatz (33527_CR5) 2020; 587
X Gabaix (33527_CR3) 1999; 114
G Østby (33527_CR63) 2016; 33
S Rayer (33527_CR44) 2001; 20
33527_CR28
33527_CR29
33527_CR26
33527_CR27
33527_CR24
33527_CR68
33527_CR20
33527_CR64
33527_CR21
S Graham (33527_CR57) 2015; 19
33527_CR62
T Hao (33527_CR23) 2020; 113
33527_CR72
E Moench (33527_CR36) 2011
CC Fan (33527_CR55) 1999; 20
PB Slater (33527_CR25) 1976; 10
S Sarkar (33527_CR48) 2020; 57
KM Johnson (33527_CR35) 2020; 85
K-y Wu (33527_CR16) 2012; 34
F Xu (33527_CR50) 2021; 1
LM Bettencourt (33527_CR6) 2020; 11
D Potts (33527_CR60) 2016; 182
DA Plane (33527_CR59) 2005; 102
33527_CR37
KM Johnson (33527_CR45) 2015; 32
33527_CR34
G Chi (33527_CR42) 2011; 12
33527_CR31
33527_CR75
33527_CR32
33527_CR73
33527_CR30
33527_CR74
NA Phelps (33527_CR19) 2021; 36
X Li (33527_CR49) 2021; 2
33527_CR9
T Yabe (33527_CR53) 2022; 119
KG Wong (33527_CR58) 2004; 9
A Schneider (33527_CR17) 2014; 9
LM Bettencourt (33527_CR40) 2013; 340
N Malik (33527_CR66) 2017; 5
33527_CR4
33527_CR7
M Sweet (33527_CR11) 2011; 26
KM Johnson (33527_CR43) 2000; 65
KH Zhang (33527_CR65) 2003; 14
K Hymel (33527_CR10) 2009; 65
F Auerbach (33527_CR1) 1913; 59
33527_CR46
Z Liu (33527_CR71) 2016; 11
33527_CR41
References_xml – volume: 20
  start-page: 229
  year: 2001
  end-page: 252
  ident: CR44
  article-title: Geographic diversity of inter-county migration in the united states, 1980–1995
  publication-title: Population Res. Policy Rev.
  doi: 10.1023/A:1010654618859
– ident: CR68
– ident: CR74
– volume: 2
  start-page: 1
  year: 2021
  end-page: 10
  ident: CR49
  article-title: Global urban growth between 1870 and 2100 from integrated high resolution mapped data and urban dynamic modeling
  publication-title: Commun. Earth Environ.
  doi: 10.1038/s43247-021-00273-w
– ident: CR4
– volume: 9
  start-page: 024008
  year: 2014
  ident: CR17
  article-title: Expansion and growth in Chinese cities, 1978–2010
  publication-title: Environ. Res. Lett.s
  doi: 10.1088/1748-9326/9/2/024008
– volume: 9
  start-page: 1
  year: 2019
  end-page: 10
  ident: CR22
  article-title: Paradoxical impact of sprawling intra-Urban Heat Islets: Reducing mean surface temperatures while enhancing local extremes
  publication-title: Sci. Rep.
  doi: 10.1038/s41598-019-56091-w
– volume: 85
  start-page: 1045
  year: 2020
  end-page: 1058
  ident: CR35
  article-title: As births diminish and deaths increase, natural decrease becomes more widespread in rural America
  publication-title: Rural Sociol.
  doi: 10.1111/ruso.12358
– volume: 94
  start-page: 101777
  year: 2022
  ident: CR54
  article-title: Mobile phone location data for disasters: a review from natural hazards and epidemics
  publication-title: Comput. Environ. Urban Syst.
  doi: 10.1016/j.compenvurbsys.2022.101777
– volume: 113
  start-page: 112
  year: 2020
  end-page: 134
  ident: CR23
  article-title: The effect of migration policy on growth, structural change, and regional inequality in China
  publication-title: J. Monetary Econom.
  doi: 10.1016/j.jmoneco.2020.03.003
– ident: CR29
– ident: CR61
– volume: 26
  start-page: 391
  year: 2011
  end-page: 404
  ident: CR11
  article-title: Does traffic congestion slow the economy?
  publication-title: J. Planning Literature
  doi: 10.1177/0885412211409754
– volume: 119
  start-page: 2111997119
  year: 2022
  ident: CR53
  article-title: Toward data-driven, dynamical complex systems approaches to disaster resilience
  publication-title: Proc. Natl Acad. Sci.
  doi: 10.1073/pnas.2111997119
– volume: 111
  start-page: 198702
  year: 2013
  ident: CR47
  article-title: Modeling the polycentric transition of cities
  publication-title: Phys. Rev. Lett.
  doi: 10.1103/PhysRevLett.111.198702
– volume: 340
  start-page: 1438
  year: 2013
  end-page: 1441
  ident: CR40
  article-title: The origins of scaling in cities
  publication-title: Science
  doi: 10.1126/science.1235823
– ident: CR21
– ident: CR46
– volume: 13
  start-page: 1
  year: 2022
  end-page: 12
  ident: CR70
  article-title: Global impacts of future urban expansion on terrestrial vertebrate diversity
  publication-title: Nat. Commun.
– year: 2011
  ident: CR36
  publication-title: A Hierarchical Factor Analysis Of Us Housing Market Dynamics
– ident: CR75
– volume: 20
  start-page: 493
  year: 1999
  end-page: 515
  ident: CR55
  article-title: The vertical and horizontal expansions of China’s city system
  publication-title: Urban Geography
  doi: 10.2747/0272-3638.20.6.493
– ident: CR9
– ident: CR32
– volume: 27
  start-page: 2415
  year: 2021
  ident: CR18
  article-title: The rural–urban interface: rural and small town growth at the metropolitan fringe
  publication-title: Population Space Place
  doi: 10.1002/psp.2415
– volume: 33
  start-page: 491
  year: 2016
  end-page: 515
  ident: CR63
  article-title: Rural–urban migration, inequality and urban social disorder: evidence from African and Asian cities
  publication-title: Conflict Manage. Peace Sci.
  doi: 10.1177/0738894215581315
– volume: 11
  start-page: 0154613
  year: 2016
  ident: CR71
  article-title: The relationship between habitat loss and fragmentation during urbanization: an empirical evaluation from 16 world cities
  publication-title: PLoS ONE
– ident: CR64
– year: 2011
  ident: CR33
  publication-title: Cities as flows, cities of flows
  doi: 10.1068/b3802ed
– ident: CR26
– volume: 14
  start-page: 386
  year: 2003
  end-page: 400
  ident: CR65
  article-title: Rural–urban migration and urbanization in China: evidence from time-series and cross-section analyses
  publication-title: China Econ. Rev.
  doi: 10.1016/j.chieco.2003.09.018
– volume: 65
  start-page: 127
  year: 2009
  end-page: 135
  ident: CR10
  article-title: Does traffic congestion reduce employment growth?
  publication-title: J. Urban Economics
  doi: 10.1016/j.jue.2008.11.002
– volume: 9
  start-page: 17
  year: 2004
  end-page: 30
  ident: CR58
  article-title: Vertical cities as a solution for land scarcity: the tallest public housing development in Singapore
  publication-title: Urban Des. Int.
  doi: 10.1057/palgrave.udi.9000108
– volume: 9
  start-page: 685
  year: 2020
  ident: CR67
  article-title: Worldwide detection of informal settlements via topological analysis of crowdsourced digital maps
  publication-title: ISPRS Int. J. Geo-Inform.
  doi: 10.3390/ijgi9110685
– volume: 34
  start-page: 137
  year: 2012
  end-page: 145
  ident: CR16
  article-title: Land use dynamics, built-up land expansion patterns, and driving forces analysis of the fast-growing Hangzhou metropolitan area, eastern China (1978–2008)
  publication-title: Appl. Geogr.
  doi: 10.1016/j.apgeog.2011.11.006
– volume: 182
  start-page: 251
  year: 2016
  end-page: 264
  ident: CR60
  article-title: Debates about A frican urbanisation, migration and economic growth: what can we learn from Zimbabwe and Zambia?
  publication-title: Geographical J.
  doi: 10.1111/geoj.12139
– ident: CR72
– volume: 36
  start-page: 345
  year: 2021
  end-page: 357
  ident: CR19
  article-title: Which city? grounding contemporary urban theory
  publication-title: J. Planning Literature
  doi: 10.1177/08854122211002758
– volume: 6
  start-page: 8812
  year: 2020
  ident: CR51
  article-title: Urban growth and the emergent statistics of cities
  publication-title: Sci. Adv.
  doi: 10.1126/sciadv.aat8812
– volume: 12
  start-page: 13
  year: 2011
  ident: CR42
  article-title: Population change and its driving factors in rural, suburban, and urban areas of Wisconsin, USA, 1970–2000
  publication-title: population
– ident: CR2
– ident: CR37
– ident: CR30
– volume: 32
  start-page: 1065
  year: 2015
  ident: CR45
  article-title: Migration signatures across the decades: net migration by age in US counties, 1950-2010
  publication-title: Demogr. Res.
  doi: 10.4054/DemRes.2015.32.38
– volume: 38
  start-page: 1062
  year: 2017
  end-page: 1083
  ident: CR14
  article-title: Socioeconomic segregation in European capital cities. Increasing separation between poor and rich
  publication-title: Urban Geogr.
  doi: 10.1080/02723638.2016.1228371
– volume: 5
  start-page: 13541
  year: 2010
  ident: CR38
  article-title: Urban scaling and its deviations: revealing the structure of wealth, innovation and crime across cities
  publication-title: PLoS ONE
  doi: 10.1371/journal.pone.0013541
– volume: 11
  start-page: 1
  year: 2020
  end-page: 9
  ident: CR6
  article-title: Demography and the emergence of universal patterns in urban systems
  publication-title: Nat. Commun.
  doi: 10.1038/s41467-020-18205-1
– volume: 59
  start-page: 74
  year: 1913
  end-page: 76
  ident: CR1
  article-title: Das gesetz der bevölkerungskonzentration
  publication-title: Petermanns Geographische Mitteilungen
– volume: 114
  start-page: 8939
  year: 2017
  end-page: 8944
  ident: CR69
  article-title: Future urban land expansion and implications for global croplands
  publication-title: Proc. Natl Acad. Sci.
  doi: 10.1073/pnas.1606036114
– volume: 587
  start-page: 397
  year: 2020
  end-page: 401
  ident: CR5
  article-title: The growth equation of cities
  publication-title: Nature
  doi: 10.1038/s41586-020-2900-x
– ident: CR27
– volume: 11
  start-page: 1
  year: 2021
  end-page: 13
  ident: CR52
  article-title: Uncovering the socioeconomic facets of human mobility
  publication-title: Scientific Reports
  doi: 10.1038/s41598-021-87407-4
– volume: 104
  start-page: 7301
  year: 2007
  end-page: 7306
  ident: CR56
  article-title: Growth, innovation, scaling, and the pace of life in cities
  publication-title: Proc. Natl Acad. Sci.
  doi: 10.1073/pnas.0610172104
– volume: 114
  start-page: 739
  year: 1999
  end-page: 767
  ident: CR3
  article-title: Zipf’s law for cities: an explanation
  publication-title: Q. J. Economics
  doi: 10.1162/003355399556133
– volume: 6
  start-page: 23777
  year: 2011
  ident: CR15
  article-title: A meta-analysis of global urban land expansion
  publication-title: PLoS ONE
  doi: 10.1371/journal.pone.0023777
– volume: 1
  start-page: 791
  year: 2021
  end-page: 800
  ident: CR50
  article-title: Emergence of urban growth patterns from human mobility behavior
  publication-title: Nat. Comput. Sci.
  doi: 10.1038/s43588-021-00160-6
– ident: CR73
– volume: 5
  start-page: 148
  year: 2017
  ident: CR66
  article-title: Major factors leading rapid urbanization in China and Pakistan: a comparative study
  publication-title: J. Social Sci. Stud.
  doi: 10.5296/jsss.v5i1.11710
– volume: 52
  start-page: 893
  year: 2016
  end-page: 925
  ident: CR8
  article-title: Behind the differentiation of suburban development in the hinterland of Bratislava, Slovakia
  publication-title: Sociologicky` časopis/Czech Sociol. Rev.
– ident: CR31
– volume: 467
  start-page: 912
  year: 2010
  end-page: 913
  ident: CR39
  article-title: A unified theory of urban living
  publication-title: Nature
  doi: 10.1038/467912a
– volume: 21
  start-page: 1954
  year: 2014
  end-page: 1959
  ident: CR12
  article-title: Association between air quality and quality of life
  publication-title: Environ. Sci. Pollution Res.
  doi: 10.1007/s11356-013-2101-3
– ident: CR13
– volume: 19
  start-page: 618
  year: 2015
  end-page: 645
  ident: CR57
  article-title: Luxified skies: How vertical urban housing became an elite preserve
  publication-title: City
  doi: 10.1080/13604813.2015.1071113
– volume: 65
  start-page: 27
  year: 2000
  end-page: 49
  ident: CR43
  article-title: Continuity and change in rural migration patterns, 1950–1995
  publication-title: Rural Sociol.
  doi: 10.1111/j.1549-0831.2000.tb00341.x
– volume: 57
  start-page: 2402
  year: 2020
  end-page: 2422
  ident: CR48
  article-title: Measuring polycentricity via network flows, spatial interaction and percolation
  publication-title: Urban Stud.
  doi: 10.1177/0042098019832517
– ident: CR34
– volume: 10
  start-page: 123
  year: 1976
  end-page: 132
  ident: CR25
  article-title: A hierarchical regionalization of Japanese prefectures using 1972 interprefectural migration flows
  publication-title: Regional Studies
  doi: 10.1080/09595237600185121
– ident: CR7
– volume: 102
  start-page: 15313
  year: 2005
  end-page: 15318
  ident: CR59
  article-title: Migration up and down the urban hierarchy and across the life course
  publication-title: Proc. Natl Acad. Sci.
  doi: 10.1073/pnas.0507312102
– ident: CR28
– ident: CR41
– ident: CR62
– ident: CR24
– ident: CR20
– volume: 113
  start-page: 112
  year: 2020
  ident: 33527_CR23
  publication-title: J. Monetary Econom.
  doi: 10.1016/j.jmoneco.2020.03.003
– ident: 33527_CR34
  doi: 10.15620/cdc:104993
– ident: 33527_CR73
– volume: 5
  start-page: 13541
  year: 2010
  ident: 33527_CR38
  publication-title: PLoS ONE
  doi: 10.1371/journal.pone.0013541
– volume: 2
  start-page: 1
  year: 2021
  ident: 33527_CR49
  publication-title: Commun. Earth Environ.
  doi: 10.1038/s43247-021-00273-w
– volume: 11
  start-page: 1
  year: 2020
  ident: 33527_CR6
  publication-title: Nat. Commun.
  doi: 10.1038/s41467-020-18205-1
– ident: 33527_CR29
– volume: 10
  start-page: 123
  year: 1976
  ident: 33527_CR25
  publication-title: Regional Studies
  doi: 10.1080/09595237600185121
– volume: 9
  start-page: 17
  year: 2004
  ident: 33527_CR58
  publication-title: Urban Des. Int.
  doi: 10.1057/palgrave.udi.9000108
– volume: 9
  start-page: 024008
  year: 2014
  ident: 33527_CR17
  publication-title: Environ. Res. Lett.s
  doi: 10.1088/1748-9326/9/2/024008
– volume-title: Cities as flows, cities of flows
  year: 2011
  ident: 33527_CR33
  doi: 10.1068/b3802ed
– volume: 587
  start-page: 397
  year: 2020
  ident: 33527_CR5
  publication-title: Nature
  doi: 10.1038/s41586-020-2900-x
– ident: 33527_CR30
– ident: 33527_CR31
  doi: 10.1073/pnas.2119313118
– volume: 1
  start-page: 791
  year: 2021
  ident: 33527_CR50
  publication-title: Nat. Comput. Sci.
  doi: 10.1038/s43588-021-00160-6
– volume: 33
  start-page: 491
  year: 2016
  ident: 33527_CR63
  publication-title: Conflict Manage. Peace Sci.
  doi: 10.1177/0738894215581315
– ident: 33527_CR20
  doi: 10.2307/213456
– ident: 33527_CR72
  doi: 10.1007/978-94-007-2366-5_18
– ident: 33527_CR7
– volume: 119
  start-page: 2111997119
  year: 2022
  ident: 33527_CR53
  publication-title: Proc. Natl Acad. Sci.
  doi: 10.1073/pnas.2111997119
– volume: 12
  start-page: 13
  year: 2011
  ident: 33527_CR42
  publication-title: population
– volume: 20
  start-page: 493
  year: 1999
  ident: 33527_CR55
  publication-title: Urban Geography
  doi: 10.2747/0272-3638.20.6.493
– volume: 13
  start-page: 1
  year: 2022
  ident: 33527_CR70
  publication-title: Nat. Commun.
– ident: 33527_CR28
– ident: 33527_CR37
  doi: 10.2139/ssrn.3245082
– volume: 9
  start-page: 685
  year: 2020
  ident: 33527_CR67
  publication-title: ISPRS Int. J. Geo-Inform.
  doi: 10.3390/ijgi9110685
– volume: 111
  start-page: 198702
  year: 2013
  ident: 33527_CR47
  publication-title: Phys. Rev. Lett.
  doi: 10.1103/PhysRevLett.111.198702
– ident: 33527_CR24
– ident: 33527_CR41
– volume: 57
  start-page: 2402
  year: 2020
  ident: 33527_CR48
  publication-title: Urban Stud.
  doi: 10.1177/0042098019832517
– ident: 33527_CR62
– volume: 52
  start-page: 893
  year: 2016
  ident: 33527_CR8
  publication-title: Sociologicky` časopis/Czech Sociol. Rev.
– ident: 33527_CR2
– volume: 27
  start-page: 2415
  year: 2021
  ident: 33527_CR18
  publication-title: Population Space Place
  doi: 10.1002/psp.2415
– ident: 33527_CR46
– ident: 33527_CR75
– volume: 26
  start-page: 391
  year: 2011
  ident: 33527_CR11
  publication-title: J. Planning Literature
  doi: 10.1177/0885412211409754
– volume: 65
  start-page: 27
  year: 2000
  ident: 33527_CR43
  publication-title: Rural Sociol.
  doi: 10.1111/j.1549-0831.2000.tb00341.x
– volume: 182
  start-page: 251
  year: 2016
  ident: 33527_CR60
  publication-title: Geographical J.
  doi: 10.1111/geoj.12139
– ident: 33527_CR27
– volume: 85
  start-page: 1045
  year: 2020
  ident: 33527_CR35
  publication-title: Rural Sociol.
  doi: 10.1111/ruso.12358
– volume: 340
  start-page: 1438
  year: 2013
  ident: 33527_CR40
  publication-title: Science
  doi: 10.1126/science.1235823
– volume: 11
  start-page: 1
  year: 2021
  ident: 33527_CR52
  publication-title: Scientific Reports
  doi: 10.1038/s41598-021-87407-4
– volume: 114
  start-page: 739
  year: 1999
  ident: 33527_CR3
  publication-title: Q. J. Economics
  doi: 10.1162/003355399556133
– volume: 9
  start-page: 1
  year: 2019
  ident: 33527_CR22
  publication-title: Sci. Rep.
  doi: 10.1038/s41598-019-56091-w
– volume: 20
  start-page: 229
  year: 2001
  ident: 33527_CR44
  publication-title: Population Res. Policy Rev.
  doi: 10.1023/A:1010654618859
– volume: 19
  start-page: 618
  year: 2015
  ident: 33527_CR57
  publication-title: City
  doi: 10.1080/13604813.2015.1071113
– volume: 114
  start-page: 8939
  year: 2017
  ident: 33527_CR69
  publication-title: Proc. Natl Acad. Sci.
  doi: 10.1073/pnas.1606036114
– volume: 94
  start-page: 101777
  year: 2022
  ident: 33527_CR54
  publication-title: Comput. Environ. Urban Syst.
  doi: 10.1016/j.compenvurbsys.2022.101777
– volume-title: A Hierarchical Factor Analysis Of Us Housing Market Dynamics
  year: 2011
  ident: 33527_CR36
– volume: 5
  start-page: 148
  year: 2017
  ident: 33527_CR66
  publication-title: J. Social Sci. Stud.
  doi: 10.5296/jsss.v5i1.11710
– ident: 33527_CR9
– volume: 21
  start-page: 1954
  year: 2014
  ident: 33527_CR12
  publication-title: Environ. Sci. Pollution Res.
  doi: 10.1007/s11356-013-2101-3
– ident: 33527_CR13
– volume: 14
  start-page: 386
  year: 2003
  ident: 33527_CR65
  publication-title: China Econ. Rev.
  doi: 10.1016/j.chieco.2003.09.018
– ident: 33527_CR74
– ident: 33527_CR21
  doi: 10.1007/978-1-4612-3034-2_4
– volume: 36
  start-page: 345
  year: 2021
  ident: 33527_CR19
  publication-title: J. Planning Literature
  doi: 10.1177/08854122211002758
– volume: 32
  start-page: 1065
  year: 2015
  ident: 33527_CR45
  publication-title: Demogr. Res.
  doi: 10.4054/DemRes.2015.32.38
– ident: 33527_CR64
– volume: 65
  start-page: 127
  year: 2009
  ident: 33527_CR10
  publication-title: J. Urban Economics
  doi: 10.1016/j.jue.2008.11.002
– ident: 33527_CR26
– ident: 33527_CR61
  doi: 10.2139/ssrn.2961692
– volume: 59
  start-page: 74
  year: 1913
  ident: 33527_CR1
  publication-title: Petermanns Geographische Mitteilungen
– volume: 6
  start-page: 8812
  year: 2020
  ident: 33527_CR51
  publication-title: Sci. Adv.
  doi: 10.1126/sciadv.aat8812
– volume: 11
  start-page: 0154613
  year: 2016
  ident: 33527_CR71
  publication-title: PLoS ONE
– volume: 467
  start-page: 912
  year: 2010
  ident: 33527_CR39
  publication-title: Nature
  doi: 10.1038/467912a
– volume: 38
  start-page: 1062
  year: 2017
  ident: 33527_CR14
  publication-title: Urban Geogr.
  doi: 10.1080/02723638.2016.1228371
– volume: 34
  start-page: 137
  year: 2012
  ident: 33527_CR16
  publication-title: Appl. Geogr.
  doi: 10.1016/j.apgeog.2011.11.006
– volume: 6
  start-page: 23777
  year: 2011
  ident: 33527_CR15
  publication-title: PLoS ONE
  doi: 10.1371/journal.pone.0023777
– ident: 33527_CR32
  doi: 10.1007/978-0-387-30440-3_69
– volume: 102
  start-page: 15313
  year: 2005
  ident: 33527_CR59
  publication-title: Proc. Natl Acad. Sci.
  doi: 10.1073/pnas.0507312102
– ident: 33527_CR68
  doi: 10.1073/pnas.2011990118
– ident: 33527_CR4
– volume: 104
  start-page: 7301
  year: 2007
  ident: 33527_CR56
  publication-title: Proc. Natl Acad. Sci.
  doi: 10.1073/pnas.0610172104
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Snippet We show here that population growth, resolved at the county level, is spatially heterogeneous both among and within the U.S. metropolitan statistical areas....
A new study finds that city growth in the U.S. is spatially heterogeneous. Inter-city flows concentrate in core areas. Intra-city flows are generally directed...
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Cities
Concentration gradient
Demography
Emigration and Immigration
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Migration
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Physics
Population density
Population Dynamics
Population Growth
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Title Spatial structure of city population growth
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