{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,23]],"date-time":"2025-12-23T16:32:51Z","timestamp":1766507571961,"version":"3.48.0"},"reference-count":75,"publisher":"MDPI AG","issue":"1","license":[{"start":{"date-parts":[[2025,12,20]],"date-time":"2025-12-20T00:00:00Z","timestamp":1766188800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Zhejiang Provincial Philosophy and Social Sciences Planning Project","award":["22JCXK13YB"],"award-info":[{"award-number":["22JCXK13YB"]}]},{"name":"Research Project for Philosophy and Social Science Planning of Guangxi Zhuang Autonomous Region in 2024","award":["24GLF013"],"award-info":[{"award-number":["24GLF013"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IJGI"],"abstract":"<jats:p>Real estate inventory dynamics exhibit distinct temporal patterns and spatial heterogeneity, and precise identification of these trends serves as a prerequisite for effective policy formulation. Research on the spatiotemporal evolution patterns and influencing factors of real estate inventory holds significant academic and practical value. By employing ESDA, the Boston Matrix, and geographically weighted regression models to analyze 2017\u20132022 data from 287 Chinese cities, this study reveals a cyclical shift in China\u2019s real estate inventory management\u2014from \u201cdestocking\u201d to \u201crestocking\u201d. The underlying drivers have transitioned from policy-led interventions to fundamentals-driven factors, including population dynamics, income levels, and market expectations. China\u2019s real estate inventory and its changes exhibit significant spatiotemporal differentiation and spatial agglomeration patterns, demonstrating a spatial structure characterized by \u201cmultiple clustered highlands with peripheral lowlands\u201d led by urban agglomerations. The influencing mechanism of China\u2019s real estate inventory constitutes a complex system shaped by three key dimensions: macro-level drivers, regional differentiation, and structural contradictions. Policymakers should reorient destocking policies from \u201cshort-term stimulus\u201d to \u201clong-term coordination\u201d, from \u201cindustrial policy\u201d to \u201cspatial policy\u201d, and from addressing market \u201csymptoms\u201d to tackling \u201croot causes\u201d. This study argues that effective destocking policies constitute a systematic engineering challenge, demanding policymakers demonstrate profound analytical depth. They must move beyond simplistic sales metrics and perform multi-dimensional evaluations encompassing economic geography, demographic trends, fiscal systems, and land supply mechanisms. This paradigm shift from \u201csymptom management\u201d to \u201croot cause resolution\u201d and \u201csystemic regulation\u201d is essential for achieving sustainable real estate market development.<\/jats:p>","DOI":"10.3390\/ijgi15010005","type":"journal-article","created":{"date-parts":[[2025,12,23]],"date-time":"2025-12-23T14:05:22Z","timestamp":1766498722000},"page":"5","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Research on Spatiotemporal Dynamic and Driving Mechanism of Urban Real Estate Inventory: Evidence from China"],"prefix":"10.3390","volume":"15","author":[{"given":"Ping","family":"Zhang","sequence":"first","affiliation":[{"name":"College of Civil Engineering and Architecture, Jiaxing University, Jiaxing 314001, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6352-6945","authenticated-orcid":false,"given":"Sidong","family":"Zhao","sequence":"additional","affiliation":[{"name":"School of Natural Resources and Surveying, Nanning Normal University, Nanning 530001, China"}]},{"given":"Hua","family":"Chen","sequence":"additional","affiliation":[{"name":"College of Civil Engineering and Architecture, Jiaxing University, Jiaxing 314001, China"}]},{"given":"Jiaoguo","family":"Ma","sequence":"additional","affiliation":[{"name":"Jinan Urban and Rural Planning Compilation and Research Center, Jinan 250013, China"}]}],"member":"1968","published-online":{"date-parts":[[2025,12,20]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"107164","DOI":"10.1016\/j.cor.2025.107164","article-title":"Dynamic programming in inventory management: A review","volume":"183","author":"Mlinar","year":"2025","journal-title":"Comput. 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