Unveiling the pulse of urban metro stations: a TOD-driven approach to measuring vibrancy using geographically weighted random forest
Sign Up to like & getrecommendations! Published in 2025 at "International Journal of Digital Earth"
DOI: 10.1080/17538947.2025.2524054
Abstract: ABSTRACT The relationship between the built environment and human activity patterns is a fundamental research topic in urban studies and planning. This study delves into the intricate relationship between the built environment and urban vibrancy,… read more here.
Keywords: weighted random; metro stations; random forest; metro ... See more keywords
Modelling urban vibrancy with mobile phone and OpenStreetMap data
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DOI: 10.1371/journal.pone.0252015
Abstract: The concept of urban vibrancy has become increasingly important in the study of cities. A vibrant urban environment is an area of a city with high levels of human activity and interactions. Traditionally, studying our… read more here.
Keywords: urban features; urban vibrancy; mobile phone; modelling urban ... See more keywords
Effects of Urban Vibrancy on an Urban Eco-Environment: Case Study on Wuhan City
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DOI: 10.3390/ijerph19063200
Abstract: In the context of rapid urbanisation and an emerging need for a healthy urban environment, revitalising urban spaces and its effects on the urban eco-environment in Chinese cities have attracted widespread attention. This study assessed… read more here.
Keywords: eco environment; urban eco; effects urban; vibrancy ... See more keywords
How Did the Built Environment Affect Urban Vibrancy? A Big Data Approach to Post-Disaster Revitalization Assessment
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Environmental Research and Public Health"
DOI: 10.3390/ijerph191912178
Abstract: Quantitative assessment of urban vibrancy is crucial to understanding urban development and promoting sustainability, especially for rapidly developing areas and regions that have experienced post-disaster reconstruction. Taking Dujiangyan City, the hardest-hit area of the earthquake,… read more here.
Keywords: vibrancy; urban vibrancy; post disaster; big data ... See more keywords
Urban Vibrancy: An Emerging Factor that Spatially Influences the Real Estate Market
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DOI: 10.3390/su12010346
Abstract: Urban vibrancy is defined and measured differently in the literature. Originally, it was described as the number of people in and around streets or neighborhoods. Now, it is commonly associated with activity intensity, the diversity… read more here.
Keywords: urban vibrancy; real estate; housing; estate market ... See more keywords
Exploring Impact of Surrounding Service Facilities on Urban Vibrancy Using Tencent Location-Aware Data: A Case of Guangzhou
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DOI: 10.3390/su13020444
Abstract: Urban vibrancy contributes towards a successful city and high-quality life for people as one of its vital elements. Therefore, the association between service facilities and vibrancy is crucial for urban managers to understand and improve… read more here.
Keywords: vibrancy; urban vibrancy; tencent location; service facilities ... See more keywords
The Assessment of the Impact of the Subway Stations Opening on Urban Vibrancy in Warsaw
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DOI: 10.3390/su172210142
Abstract: This study investigates how the expansion of Warsaw’s metro system—specifically the opening of the second underground line (M2)—affects urban vibrancy, defined as the diversity and intensity of social, economic, and cultural activities. Using a spatial… read more here.
Keywords: impact subway; urban vibrancy; subway stations; assessment impact ... See more keywords