Impact of COVID-19 policies on pedestrian traffic and walking patterns
被引:23
作者:
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Angel, Avital
[1
]
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Cohen, Achituv
[2
]
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Dalyot, Sagi
[2
]
Plaut, Pnina
论文数: 0引用数: 0
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机构:
Technion, Israel Inst Technol, Fac Architecture & Town Planning, Haifa, IsraelTechnion, Israel Inst Technol, Fac Architecture & Town Planning, Haifa, Israel
Plaut, Pnina
[1
]
机构:
[1] Technion, Israel Inst Technol, Fac Architecture & Town Planning, Haifa, Israel
[2] Technion, Israel Inst Technol, Fac Civil & Environm Engn, Haifa, Israel
COVID-19;
policy;
pedestrian traffic;
walking patterns;
crowdsourced big data;
Bluetooth sensor network;
BUILT ENVIRONMENT;
PHYSICAL-ACTIVITY;
BEHAVIOR;
D O I:
10.1177/23998083221113332
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
The spread of COVID-19 pandemic provoked new policies and restrictions, which had an unprecedented impact on urban mobility and traffic on local and global scales. While changes in motorized traffic were investigated and monitored throughout the recent pandemic crisis in many cities around the world, not much was done on the changes in pedestrian street-traffic and walking patterns during this time. This study aims to identify, quantify, and analyze the changes in pedestrian traffic and walking patterns induced by COVID-19 policies. The "first wave" period of COVID-19 policies in Tel-Aviv, Israel, is used as a case study in this work. The analysis includes over 116 million pedestrian movement records documented by a network of 65 Bluetooth sensors, between 1.2.2020 and 26.7.2020, with a comparison to the equivalent time in 2019 that signifies "normal" pre-COVID-19 conditions. The results show clear correlation between the various COVID-19 policy restrictions and pedestrian count. The shifts to work-from-home and closure of businesses were highly correlated with changes in walking patterns during weekdays, while distinguishing changes in commercial and residential street segments. Nevertheless, while the restrictions dramatically influenced pedestrian movement volume and time of walking, it did not significantly change where people chose to walk, signifying the essentialness of attractive streets, parks and squares for citizens living in urban areas. This study shows how policy affects walking behavior in cities, demonstrating the potential of passive crowdsourced sensing technologies to provide urban planners and decision makers an efficient tool for monitoring and evaluating pedestrian infrastructure implementation in cities.
机构:
East China Normal Univ, Ctr Modern Chinese City Studies, Inst Urban Dev, Shanghai 200062, Peoples R China
Acad Ctr Educ Culture & Res ACECR, Dept Architecture, Rasht, IranEast China Normal Univ, Ctr Modern Chinese City Studies, Inst Urban Dev, Shanghai 200062, Peoples R China
Askarizad, Reza
;
He Jinliao
论文数: 0引用数: 0
h-index: 0
机构:
East China Normal Univ, Ctr Modern Chinese City Studies, Inst Urban Dev, Shanghai 200062, Peoples R ChinaEast China Normal Univ, Ctr Modern Chinese City Studies, Inst Urban Dev, Shanghai 200062, Peoples R China
He Jinliao
;
Jafari, Setareh
论文数: 0引用数: 0
h-index: 0
机构:
Islamic Azad Univ, Dept Architecture, Rasht Branch, Rasht, IranEast China Normal Univ, Ctr Modern Chinese City Studies, Inst Urban Dev, Shanghai 200062, Peoples R China
机构:
MIT, Senseable City Lab, 77 Massachusetts Ave,Bldg 9-250, Cambridge, MA 02139 USA
Politecn Torino, Turin, ItalyMIT, Senseable City Lab, 77 Massachusetts Ave,Bldg 9-250, Cambridge, MA 02139 USA
Bongiorno, Christian
;
Santucci, Daniele
论文数: 0引用数: 0
h-index: 0
机构:
MIT, Senseable City Lab, 77 Massachusetts Ave,Bldg 9-250, Cambridge, MA 02139 USA
Tech Univ Munich, Munich, GermanyMIT, Senseable City Lab, 77 Massachusetts Ave,Bldg 9-250, Cambridge, MA 02139 USA
Santucci, Daniele
;
Kon, Fabio
论文数: 0引用数: 0
h-index: 0
机构:
MIT, Senseable City Lab, 77 Massachusetts Ave,Bldg 9-250, Cambridge, MA 02139 USA
Univ Sao Paulo, Sao Paulo, BrazilMIT, Senseable City Lab, 77 Massachusetts Ave,Bldg 9-250, Cambridge, MA 02139 USA
Kon, Fabio
;
Santi, Paolo
论文数: 0引用数: 0
h-index: 0
机构:
MIT, Senseable City Lab, 77 Massachusetts Ave,Bldg 9-250, Cambridge, MA 02139 USA
CNR, IIT, Rome, ItalyMIT, Senseable City Lab, 77 Massachusetts Ave,Bldg 9-250, Cambridge, MA 02139 USA
Santi, Paolo
;
Ratti, Carlo
论文数: 0引用数: 0
h-index: 0
机构:
MIT, Senseable City Lab, 77 Massachusetts Ave,Bldg 9-250, Cambridge, MA 02139 USAMIT, Senseable City Lab, 77 Massachusetts Ave,Bldg 9-250, Cambridge, MA 02139 USA
机构:
KiM Netherlands Inst Transport Policy Anal, Bezuidenhoutseweg 20, NL-2594 AV The Hague, NetherlandsKiM Netherlands Inst Transport Policy Anal, Bezuidenhoutseweg 20, NL-2594 AV The Hague, Netherlands
Faber, Roel
;
Hamersma, Marije
论文数: 0引用数: 0
h-index: 0
机构:
KiM Netherlands Inst Transport Policy Anal, Bezuidenhoutseweg 20, NL-2594 AV The Hague, NetherlandsKiM Netherlands Inst Transport Policy Anal, Bezuidenhoutseweg 20, NL-2594 AV The Hague, Netherlands
机构:
Univ Southern Calif, Keck Sch Med, Dept Prevent Med, 2001 N Soto St, Los Angeles, CA 90032 USA
Univ Southern Calif, Dornsife Coll Letters Arts & Sci, Dept Psychol, Los Angeles, CA 90032 USAUniv Southern Calif, Keck Sch Med, Dept Prevent Med, 2001 N Soto St, Los Angeles, CA 90032 USA
Dunton, Genevieve F.
;
Wang, Shirlene D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Southern Calif, Keck Sch Med, Dept Prevent Med, 2001 N Soto St, Los Angeles, CA 90032 USAUniv Southern Calif, Keck Sch Med, Dept Prevent Med, 2001 N Soto St, Los Angeles, CA 90032 USA
Wang, Shirlene D.
;
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Do, Bridgette
;
Courtney, Jimikaye
论文数: 0引用数: 0
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Penn State Univ, Coll Hlth & Human Dev, Edna Bennett Pierce Prevent Res Ctr, University Pk, PA 16802 USAUniv Southern Calif, Keck Sch Med, Dept Prevent Med, 2001 N Soto St, Los Angeles, CA 90032 USA
机构:
East China Normal Univ, Ctr Modern Chinese City Studies, Inst Urban Dev, Shanghai 200062, Peoples R China
Acad Ctr Educ Culture & Res ACECR, Dept Architecture, Rasht, IranEast China Normal Univ, Ctr Modern Chinese City Studies, Inst Urban Dev, Shanghai 200062, Peoples R China
Askarizad, Reza
;
He Jinliao
论文数: 0引用数: 0
h-index: 0
机构:
East China Normal Univ, Ctr Modern Chinese City Studies, Inst Urban Dev, Shanghai 200062, Peoples R ChinaEast China Normal Univ, Ctr Modern Chinese City Studies, Inst Urban Dev, Shanghai 200062, Peoples R China
He Jinliao
;
Jafari, Setareh
论文数: 0引用数: 0
h-index: 0
机构:
Islamic Azad Univ, Dept Architecture, Rasht Branch, Rasht, IranEast China Normal Univ, Ctr Modern Chinese City Studies, Inst Urban Dev, Shanghai 200062, Peoples R China
机构:
MIT, Senseable City Lab, 77 Massachusetts Ave,Bldg 9-250, Cambridge, MA 02139 USA
Politecn Torino, Turin, ItalyMIT, Senseable City Lab, 77 Massachusetts Ave,Bldg 9-250, Cambridge, MA 02139 USA
Bongiorno, Christian
;
Santucci, Daniele
论文数: 0引用数: 0
h-index: 0
机构:
MIT, Senseable City Lab, 77 Massachusetts Ave,Bldg 9-250, Cambridge, MA 02139 USA
Tech Univ Munich, Munich, GermanyMIT, Senseable City Lab, 77 Massachusetts Ave,Bldg 9-250, Cambridge, MA 02139 USA
Santucci, Daniele
;
Kon, Fabio
论文数: 0引用数: 0
h-index: 0
机构:
MIT, Senseable City Lab, 77 Massachusetts Ave,Bldg 9-250, Cambridge, MA 02139 USA
Univ Sao Paulo, Sao Paulo, BrazilMIT, Senseable City Lab, 77 Massachusetts Ave,Bldg 9-250, Cambridge, MA 02139 USA
Kon, Fabio
;
Santi, Paolo
论文数: 0引用数: 0
h-index: 0
机构:
MIT, Senseable City Lab, 77 Massachusetts Ave,Bldg 9-250, Cambridge, MA 02139 USA
CNR, IIT, Rome, ItalyMIT, Senseable City Lab, 77 Massachusetts Ave,Bldg 9-250, Cambridge, MA 02139 USA
Santi, Paolo
;
Ratti, Carlo
论文数: 0引用数: 0
h-index: 0
机构:
MIT, Senseable City Lab, 77 Massachusetts Ave,Bldg 9-250, Cambridge, MA 02139 USAMIT, Senseable City Lab, 77 Massachusetts Ave,Bldg 9-250, Cambridge, MA 02139 USA
机构:
KiM Netherlands Inst Transport Policy Anal, Bezuidenhoutseweg 20, NL-2594 AV The Hague, NetherlandsKiM Netherlands Inst Transport Policy Anal, Bezuidenhoutseweg 20, NL-2594 AV The Hague, Netherlands
Faber, Roel
;
Hamersma, Marije
论文数: 0引用数: 0
h-index: 0
机构:
KiM Netherlands Inst Transport Policy Anal, Bezuidenhoutseweg 20, NL-2594 AV The Hague, NetherlandsKiM Netherlands Inst Transport Policy Anal, Bezuidenhoutseweg 20, NL-2594 AV The Hague, Netherlands
机构:
Univ Southern Calif, Keck Sch Med, Dept Prevent Med, 2001 N Soto St, Los Angeles, CA 90032 USA
Univ Southern Calif, Dornsife Coll Letters Arts & Sci, Dept Psychol, Los Angeles, CA 90032 USAUniv Southern Calif, Keck Sch Med, Dept Prevent Med, 2001 N Soto St, Los Angeles, CA 90032 USA
Dunton, Genevieve F.
;
Wang, Shirlene D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Southern Calif, Keck Sch Med, Dept Prevent Med, 2001 N Soto St, Los Angeles, CA 90032 USAUniv Southern Calif, Keck Sch Med, Dept Prevent Med, 2001 N Soto St, Los Angeles, CA 90032 USA
Wang, Shirlene D.
;
论文数: 引用数:
h-index:
机构:
Do, Bridgette
;
Courtney, Jimikaye
论文数: 0引用数: 0
h-index: 0
机构:
Penn State Univ, Coll Hlth & Human Dev, Edna Bennett Pierce Prevent Res Ctr, University Pk, PA 16802 USAUniv Southern Calif, Keck Sch Med, Dept Prevent Med, 2001 N Soto St, Los Angeles, CA 90032 USA