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Quantitative analysis identifies urban vitality patterns in the Hohhot-Baotou-Ordos region, suggesting key influencing factors.
Based on POI, road network, and NTL data, this paper quantitatively analyzes urban vitality in the Hohhot-Baotou-Ordos urban agglomeration, then explores its spatiotemporal variation and influencing factors by OLS model. Results show a "north-high to south-low" geographic distribution pattern, and vitality nuclei are identified in Hohhot, Baotou's Rare Earth Hi-Tech Zone and Ordos' Kangbashi-Dongsheng area. Industrial and population make-up account for the variation. OLS results point to a positive influence of building height, land-use density, and greenery, and negative influence of distance to center, topography and temperature on urban vitality.
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Yuanxin Meng (2026) studied this question.
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