2022
DOI: 10.1007/s43762-022-00069-4
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How the built environment affects the spatiotemporal pattern of urban vitality: A comparison among different urban functional areas

Abstract: Urban vitality is an essential indicator of an area’s capacity to promote lively social and economic activities. Urban functional areas can play different roles throughout the day, and urban vitality may exhibit significant intraday temporal dynamics. However, few studies have evaluated the dynamic vitality throughout the day among various urban functional areas or explored how the built environment influences this attribute. To bridge this gap, we assessed the vitality dynamics in intensity, variability, and … Show more

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Cited by 17 publications
(5 citation statements)
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“…Second, the lack of inclusion of the time dimension in urban vitality studies. On this subject, although the application of morphologic indexes offers a rich array of dimensions and corresponding indicators [15][16][17], time-based indexes of urban vitality would also promote the assimilation of the variability concept, which refers to a dynamic attribute regarding the flexible quantity of people present in the same area at different times of the day or the week [41,78,79].…”
Section: Discussionmentioning
confidence: 99%
“…Second, the lack of inclusion of the time dimension in urban vitality studies. On this subject, although the application of morphologic indexes offers a rich array of dimensions and corresponding indicators [15][16][17], time-based indexes of urban vitality would also promote the assimilation of the variability concept, which refers to a dynamic attribute regarding the flexible quantity of people present in the same area at different times of the day or the week [41,78,79].…”
Section: Discussionmentioning
confidence: 99%
“…Time-based indexes of urban vitality would contribute to a more detailed understanding of morphological parameters that determine people's activities [19,52,75]. This could also promote the assimilation of the variability concept, which refers to a dynamic attribute regarding the flexible quantity of people present in the same area at different times of the day [41,78]. Moreover, the inclusion of time in measuring urban vitality may also lead to a significant relationship between people's concentration and street security [29,79].…”
Section: Discussionmentioning
confidence: 99%
“…The OLS model only estimates the coefficients of the variables on a global scale [64], which cannot reveal the spatial and temporal variation in the coefficients. Compared to the traditional GWR model, the GTWR model is more suitable for a regression analysis of spatio-temporal data by considering both temporal and spatial heterogeneity.…”
Section: The Gtwr Modelmentioning
confidence: 99%