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Journal of Chinese
            Architecture and Urbanism                                             Urban features of PRD in online image




            Table 8. Central towns identified through overlay analysis of image tags and textual imagery
            Image first tag      Text type     Comprehensive feature              Central towns
                                                   evaluation
            Plants, architecture  Agricultural innovation   Agricultural innovation   Changping town, Fenggang town, Taihe town, Xiaolan town, Lishui
                           type               town              town, Hetang town, Mingcheng town, Nishan town, Yishan town,
                                                                Baishao town, Mingcheng town
            Plants, architecture  Rural cultural tourism type Agriculture and tourism   Duozhu town, Baitu town, Sanxiang town, Gonghe town, Shuikou
                                              town              town, Nanfeng town, Yuelao town, Jiangtun town, Jianggao town,
                                                                Gangping town, Jilong town, Didou town, Mocun town
            Plants         Eco-developmental  Eco-town          Xiqiao town, Hainan town
            Architecture, urban   Industrial development   Industrial town  Xinwei town, Dalang town, Shiling town, Shijie town, Shilou town,
            events         type                                 Beijiao town, Jinli town, Shuangshui town, Lechong town, Yangcun
                                                                town, Shiwan town
            Architecture, urban   Modern style service type  Modern-style service town Xintang town, Chang’an town, Houjie town, Tangxia town, Zhongxin
            events                                              town, Zhangmutou town, Longjiang town, Shiwan town, Humen
                                                                town, Zhonglutan town, Nanjie town, Luoyang town, Lianhua town,
                                                                Jiangkou town, Pingsha town, Yong’an town, Xinqiao town, Leiping
                                                                town, Gujing town
            Traditional towns  Historical and cultural   Rural cultural and tourism  Yuezhen town, Doumen town
                           tourism type       town



































                               Figure 7. Spatial layout of the central town for the joint selection of images and textual image

              This study introduces a novel approach to summarizing   distinct developmental categories, scientifically identify
            the components of town images using internet-based   towns  with  notable  features,  and  provide  a  foundation
            methodologies, thereby optimizing the research paradigm   for optimizing  urban spatial  design  and formulating
            for town image analysis from an online perspective. The   development countermeasures for small towns.
            empirical results highlight the spatial morphological   At present, the focus of city and town image research
            characteristics of urban images through integrated image   has gradually shifted from traditional media commentary
            and text analysis. These findings classify small towns into   to leveraging spatial representations derived from extensive


            Volume 7 Issue 2 (2025)                         12                       https://doi.org/10.36922/jcau.5733
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