Testing Small-Scale Vitality Measurement Based on 5D Model Assessment with Multi-Source Data: A Resettlement Community Case in Suzhou

Jinliu Chen · Wenkang Tian · Kexin Xu · Paola Pellegrini

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Urban Development and Cultural Heritage Urban Planning and Valuation Urban Design and Spatial Analysis

Abstract

In China’s fourteenth five-year plan, urban regeneration has become one of the most crucial strategies for activating the existing cities. Since creating vibrant urban spaces is a critical component of urban regeneration, understanding the patterns of community vitality helps formulate reactive regeneration policies and design interventions. However, the lack of local-scale measurement criteria and data collection methods has posed significant constraints to assessing and rejuvenating community vitality. Taking Suzhou Nanhuan New Village as a study area, our research involved a comparative study approach to investigate the fundamental driving mechanism of urban vitality with the support of a theoretical model (5D theory), multi-source data input, real-time photography technologies, and statistical analysis tools (Analytic Hierarchy Process). The result shows at the community level, the original ‘3d’ dimensions (‘Density’, ‘Diversity’, ‘Design’) remain key elements for forming vibrant spatial quality and functionality, and density factors matter significantly. This study intends to provide a new paradigm for small-scale community vitality assessment, verification, and regeneration by combining urban morphology with people-oriented and environmental-oriented perspectives. This research could support quantitative research on creating vibrant high-density communities in the urban regeneration process and bring insights to academics and design practitioners.

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References

2010Travel and the Built Environment 1987The analytic hierarchy process—what it is and how it is used 1997Travel demand and the 3Ds: Density, diversity, and design 2001Travel and the Built Environment: A Synthesis 2017Evaluating cities' vitality and identifying ghost cities in China with emerging geographical data 2007Does Residential Density Increase Walking and Other Physical Activity?2007The Analytic Hierarchy Process (AHP) Approach for Assessment of Urban Renewal Proposals 2022Examining the association between the built environment and pedestrian volume using street view images

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