The spatial distribution characteristics of commercial vitality in Wukang and Anfu Road commercial block

Based on the POI data collected from the network, the thesis takes Wukang Road-Anfu Road historical and cultural landscape commerical block as the research scale. It uses the scale of online consumer feedback of enterprises as the measure of commercial vitality to analyze the characteristics of the commercial vitality agglomeration pattern of enterprises in the Internet celebrity commercial block. The results show that: (1) the spatial distribution of commercial enterprises on Wukang Road-Anfu Road is characterized by “multi-center agglomeration and axial extension”, with both agglomeration and expansion, and obvious agglomeration in the transportation hubs. (2) Moran's I index shows a positive spatial autocorrelation in the spatial distribution of commercial vitality in Wukang Road-Anfu Road, and the evolution process shows the evolution path of “core stabilization and island reduction”.

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Publication Details

Published
2025-06-06
DOI
https://doi.org/10.1145/3757749.3757835
Primary Topic
Urban Design and Spatial Analysis
Type
article
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article

The spatial distribution characteristics of commercial vitality in Wukang and Anfu Road commercial block

Huihan Huang
Urban Design and Spatial Analysis
article

The spatial distribution characteristics of commercial vitality in Wukang and Anfu Road commercial block

Huihan Huang
article en

Abstract

Based on the POI data collected from the network, the thesis takes Wukang Road-Anfu Road historical and cultural landscape commerical block as the research scale. It uses the scale of online consumer feedback of enterprises as the measure of commercial vitality to analyze the characteristics of the commercial vitality agglomeration pattern of enterprises in the Internet celebrity commercial block. The results show that: (1) the spatial distribution of commercial enterprises on Wukang Road-Anfu Road is characterized by “multi-center agglomeration and axial extension”, with both agglomeration and expansion, and obvious agglomeration in the transportation hubs. (2) Moran's I index shows a positive spatial autocorrelation in the spatial distribution of commercial vitality in Wukang Road-Anfu Road, and the evolution process shows the evolution path of “core stabilization and island reduction”.

Shanghai University (CN), Shanghai University of Engineering Science (CN)
Openalex Percentile: Top 73%
Urban Design and Spatial Analysis
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The spatial distribution characteristics of commercial vitality in Wukang and Anfu Road commercial block — Huihan Huang · (2025) | TGRS Research Map | TGRS