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<article xsi:noNamespaceSchemaLocation="http://jats.nlm.nih.gov/publishing/1.1/xsd/JATS-journalpublishing1-mathml3.xsd" dtd-version="1.1" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"><front><journal-meta><journal-id journal-id-type="publisher-id">SSR</journal-id><journal-title-group><journal-title>Scientific and Social Research</journal-title></journal-title-group><issn>2661-4332</issn><eissn>2981-9946</eissn><publisher><publisher-name>Bio-Byword Scientific Publishing Pty. Ltd.</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.26689/ssr.v7i9.12232</article-id><article-categories><subj-group subj-group-type="heading"><subject>Article</subject></subj-group></article-categories><title>Spatial Investigation and Analysis of Bridge Heritage in Jining Based on ArcGIS Pro</title><url>https://artdesignp.com/journal/SSR/7/9/10.26689/ssr.v7i9.12232</url><author>ChuShuying</author><pub-date pub-type="publication-year"><year>2025</year></pub-date><volume>7</volume><issue>9</issue><history><date date-type="pub"><published-time>2025-09-09</published-time></date></history><abstract>This paper investigates the bridge heritage of Jining through literature review, field surveys, and spatial analysis using ArcGIS Pro. The study examines their chronological distribution, spatial patterns, hydrological settings, and protection levels. Findings show that the bridges, dating from the Tang dynasty to the modern era and concentrated in the Ming and Qing periods, are mainly clustered along the Grand Canal and the Si River, reflecting Jining’s role as a transportation hub and center of Confucian culture. Most bridges are classified as provincial cultural relics and are located in rural areas, where limited resources and awareness constrain preservation. Current utilization remains largely confined to static display, with insufficient integration into tourism, cultural innovation, and rural revitalization. To address these issues, this study proposes strengthening the “Four Essentials” (scope, signage, archives, management), enhancing digital documentation, and promoting cultural-tourism integration to advance both heritage protection and regional development.</abstract><keywords/></article-meta></front><body/><back><ref-list><ref id="B1" content-type="article"><label>1</label><element-citation publication-type="journal"><p>Party History Research Office of the CPC Jining Municipal Committee, 2025, City Overview. http://zgjnds.jining.gov.cn/art/2025/5/15/art_62658_2683639.html</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B2" content-type="article"><label>2</label><element-citation publication-type="journal"><p>Huang X, 2013, Research on the Connotation and Value of Living Bridge Heritage, thesis, Huazhong University of Science and Technology.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B3" content-type="article"><label>3</label><element-citation publication-type="journal"><p>Lefever DW, 1926, Measuring Geographic Concentration by Means of the Standard Deviational Ellipse. The American Journal of Sociology, 32(1): 88–94.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B4" content-type="article"><label>4</label><element-citation publication-type="journal"><p>Yuill RS, 1971, The Standard Deviational Ellipse: An Updated Tool for Spatial Description. Geografiska Annaler, Series B: Human Geography, 1971(1): 28–39.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B5" content-type="article"><label>5</label><element-citation publication-type="journal"><p>Zhang C, Yang BG, 1991, Fundamentals of Quantitative Geography. Higher Education Press, Beijing.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B6" content-type="article"><label>6</label><element-citation publication-type="journal"><p>Silverman BW, 1986, Density Estimation for Statistics and Data Analysis. Chapman and Hall, London,1986(4): 20–25.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B7" content-type="article"><label>7</label><element-citation publication-type="journal"><p>Chu SY, 2025, A Study on the Current Situation of Ancient Bridges in the Qufu Area. Cultural Relics Appraisal and Appreciation, 2025(11): 138–141.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B8" content-type="article"><label>8</label><element-citation publication-type="journal"><p>Confucius Museum, 2021, A Brief Account of Ancient Bridges in Qufu. https://qfwbw.cn/wbjy/rxlt/2016-03-23/1191.html</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B9" content-type="article"><label>9</label><element-citation publication-type="journal"><p>Fan CT, 2017, Reflections on the Protection and Utilization of Site Heritage in Rural Areas: A Case Study of Shandong Province. China Cultural Heritage, 2017(2): 76–80.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B10" content-type="article"><label>10</label><element-citation publication-type="journal"><p>Zhou LI, 2008, Research on Structural Types and Characteristics of Ancient Bridges in Hunan Province, thesis, Hunan University.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B11" content-type="article"><label>11</label><element-citation publication-type="journal"><p>Liu X, Yang ZH, Wang X, 2024, Pathways to Promoting Rural Revitalization through Ancient Bridge Tourism: A Case Study of Ancient Bridges in Yunlong County. Rural Economy and Science &amp; Technology, 35(16): 106–110.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B12" content-type="article"><label>12</label><element-citation publication-type="journal"><p>Guo C, Jin L, Li Y, et al., 2025, A Study on the Spatial Distribution and Historical Evolution of Spirit Road Stone Carvings in the Ancient Capital of Nanjing and its Surrounding Areas. NPJ Heritage Science, 13(1): 455.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B13" content-type="article"><label>13</label><element-citation publication-type="journal"><p>Liu Y, Du X, Bai Y, et al., 2024, Multiple Bayesian Models Approach to Assessing Drivers of Cultural Heritage Spatial Distribution: Insights from Lushan County, China. Research Square, preprint.</p><pub-id pub-id-type="doi"/></element-citation></ref></ref-list></back></article>
