Spatiotemporal Characteristics and Driving Factors of Commercial Trade and Circulation Industry in Changsha-Zhuzhou-Xiangtan Metropolitan Area

YIN Yuanyuan, LIU Zhang

Economic geograph ›› 2026, Vol. 46 ›› Issue (2) : 154-163.

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Economic geograph ›› 2026, Vol. 46 ›› Issue (2) : 154-163. DOI: 10.15957/j.cnki.jjdl.2026.02.015

Spatiotemporal Characteristics and Driving Factors of Commercial Trade and Circulation Industry in Changsha-Zhuzhou-Xiangtan Metropolitan Area

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{{article.zuoZheEn_L}}. {{article.title_en}}[J]. {{journal.qiKanMingCheng_EN}}, 2026, 46(2): 154-163 https://doi.org/10.15957/j.cnki.jjdl.2026.02.015

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