How COVID-19 impacted the temporal and spatial distribution of collision hotspots

被引:2
|
作者
Rad, Faeze Momeni [1 ]
El-Basyouny, Karim [1 ]
机构
[1] Univ Alberta, Dept Civil & Environm Engn, Edmonton, AB, Canada
关键词
crash hotspots; Getis-Ord; temporal analysis; spatial analysis; HOT-SPOTS; GIS; IDENTIFY; PATTERNS;
D O I
10.1139/cjce-2023-0258
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
This research examines the spatial and temporal shift in collision hotspots caused by the COVID-19 pandemic, considering different collision severities. The Getis-Ord statistic was utilized to create spatial models and generate map outputs for 2019 and 2020. Two distinct approaches were employed: using a census tract shapefile (provided) and creating fishnet polygons measuring 500 m by 500 m. Results showed fewer hotspots outside Edmonton's central core, while fatal collisions were concentrated close to the core. This intriguing finding suggests that COVID-19 restrictions led to more aggressive driving behaviour near the centre, contributing to a rise in fatal collision numbers. The study found a significant reduction in traffic collisions in April 2020, with a 58% decrease compared to the previous year. The research highlights the pandemic's impact on road safety, emphasizing the importance of reducing traffic volume and advocating for traffic restrictions and control strategies, multi-modal planning, and efficient pricing strategies within Vision Zero for improved road safety.
引用
收藏
页码:616 / 639
页数:24
相关论文
共 50 条
  • [31] Distribution of COVID-19 cases and health resources in Brazil's Amazon region: a spatial analysis
    Rezende, Adriana Arruda Barbosa
    da Silva, Reijane Pinheiro
    Pedrosa, Nathalia Lima
    da Luz, Rodolfo Alves
    Paixao, Adriano Nascimento da
    Rodrigues, Waldecy
    Silva, Monica Aparecida da Rocha
    Campos, Augusto de Rezende
    CIENCIA & SAUDE COLETIVA, 2023, 28 (01): : 131 - 141
  • [32] Spatial distribution and Clustering of COVID-19 cases reveal the effect of urbanization and population density in Uganda
    Anthony Egeru
    Gordon Yofesi Mwesigwa
    Aggrey Siya
    Eria Serwajja
    Yazidhi Bamutaze
    SN Social Sciences, 4 (9):
  • [33] Epidemiological Patterns and Spatial Distribution of COVID-19 Cases in DKI Jakarta (March December 2020)
    Das, Rajesh Kumar
    Sudaryo, Mondastri Korib
    KESMAS-NATIONAL PUBLIC HEALTH JOURNAL, 2021, 16 (01): : 17 - 22
  • [34] Sentimental and spatial analysis of COVID-19 vaccines tweets
    Umair, Areeba
    Masciari, Elio
    JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2023, 60 (01) : 1 - 21
  • [35] Sentimental and spatial analysis of COVID-19 vaccines tweets
    Areeba Umair
    Elio Masciari
    Journal of Intelligent Information Systems, 2023, 60 : 1 - 21
  • [36] COVID-19 Emergence and Social and Health Determinants in Colorado: A Rapid Spatial Analysis
    Ramirez, Ivan J.
    Lee, Jieun
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2020, 17 (11) : 1 - 15
  • [37] SPATIAL ANALYSIS OF CORONA VIRUS (COVID-19) DISEASE
    Singh, Vikas
    Kumar, Mukesh
    INTERNATIONAL JOURNAL OF AGRICULTURAL AND STATISTICAL SCIENCES, 2022, 18 (01): : 21 - 27
  • [38] Spatial epidemic dynamics of the COVID-19 outbreak in China
    Kang, Dayun
    Choi, Hyunho
    Kim, Jong-Hun
    Choi, Jungsoon
    INTERNATIONAL JOURNAL OF INFECTIOUS DISEASES, 2020, 94 : 96 - 102
  • [39] Geovisualization: A Practical Approach for COVID-19 Spatial Analysis
    Ekel, Petr Iakovlevitch
    Laudares, Sandro
    de Barros, Adriano Jose
    Gomes Vieira, Douglas Alexandre
    Paiva da Silva Martins, Carlos Augusto
    Liborio, Matheus Pereira
    GEOGRAPHIES, 2023, 3 (04): : 763 - 778
  • [40] The risk of public mobility from hotspots of COVID-19 during travel restriction in Bangladesh
    Ghosh, Probir Kumar
    Mollah, Mohammad Manir
    JOURNAL OF INFECTION IN DEVELOPING COUNTRIES, 2020, 14 (07): : 732 - +