Year: 2024
Type: article
Abstract: The data used in this study includes 100,305 Point of Interest (POI) collected in 2022. The spatial pattern of commercial vitality in the main urban area of Kunming City and its differentiation are analyzed by average nearest neighbor distance analysis and kernel density estimation. The results show that: (1) The overall spatial distribution is unbalanced, indicating that there may be discrepancies in the development of commercial activities throughout the city. (2) The spatial distribution of commercial vitality in the main urban area of Kunming City is not balanced, and the spatial distribution of commercial vitality in the core area of the urban area differs greatly from that outside the first ring road. (3) The hotspots of commercial vitality are mainly located in the first ring of the core area, as well as the southeast area of the new urban district and the second and third rings.
Author: <p>Chunyu Liu, Yang Wang, Yule Yan</p>
Institution: Yunnan Normal University
Language: English
Subfield: Economics and Econometrics
Domain: Social Sciences
Open Access status: diamond
Funder: Yunnan Normal University
Awards: G5260088269, G6309922524
OpenAlex ID: W4393905086