Land Use Policy最新文献_第10页

Unequal partnerships: Asymmetrical effects of urban economic linkages on land-use efficiency in 284 cities, China 不平等伙伴关系：284个城市经济联系对土地利用效率的不对称影响

IF 6 1区社会学

Land Use Policy Pub Date : 2025-05-08 DOI: 10.1016/j.landusepol.2025.107585

Shuyu Zhang , Fei Wei , Yanji Zhang , Yayu Li , Lingjia Zhu , Huagui Guo

{"title":"Unequal partnerships: Asymmetrical effects of urban economic linkages on land-use efficiency in 284 cities, China","authors":"Shuyu Zhang , Fei Wei , Yanji Zhang , Yayu Li , Lingjia Zhu , Huagui Guo","doi":"10.1016/j.landusepol.2025.107585","DOIUrl":"10.1016/j.landusepol.2025.107585","url":null,"abstract":"<div><div>As urbanization progresses, efficient land resource management is essential for sustainable urban development. While existing studies emphasize the positive impact of urban economic linkages (UEL) on urban land-use efficiency (ULUE), they often assume equal partnerships, overlooking the asymmetric nature of UEL. This study uses a modified gravity model and super-efficiency SBM model to explore the impact of unequal economic linkages within the UEL network on ULUE across 284 Chinese cities from 2002 to 2021. The findings reveal that ULUE increased until 2017 but declined thereafter. Cities in the southeastern coastal regions show higher ULUE, while those in the northeast exhibit lower efficiency. The Tobit model analysis indicates that cities with greater dominance in the UEL network tend to have higher ULUE, while those more dependent on external economies experience lower ULUE. Robustness checks confirm the stability of these results across different model specifications. The study underscores the importance of fostering more balanced economic linkages and advocates for policy reforms aimed at enhancing urban economic integration to improve ULUE across cities.</div></div>","PeriodicalId":17933,"journal":{"name":"Land Use Policy","volume":"155 ","pages":"Article 107585"},"PeriodicalIF":6.0,"publicationDate":"2025-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143917441","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Unveiling environmental drivers of soil erosion in South Korea through SHAP-informed machine learning 通过基于shap的机器学习揭示韩国土壤侵蚀的环境驱动因素

IF 6 1区社会学

Land Use Policy Pub Date : 2025-05-08 DOI: 10.1016/j.landusepol.2025.107592

Linh Nguyen Van , Giang V. Nguyen , Minho Yeon , May Thi-Tuyet Do , Giha Lee

{"title":"Unveiling environmental drivers of soil erosion in South Korea through SHAP-informed machine learning","authors":"Linh Nguyen Van , Giang V. Nguyen , Minho Yeon , May Thi-Tuyet Do , Giha Lee","doi":"10.1016/j.landusepol.2025.107592","DOIUrl":"10.1016/j.landusepol.2025.107592","url":null,"abstract":"<div><div>Soil erosion remains a critical environmental issue in South Korea due to its mountainous terrain and variable climatic conditions, adversely affecting agriculture, water quality, and infrastructure. While the Revised Universal Soil Loss Equation (RUSLE) is widely used for large-scale assessments, its limitations in scalability and capturing complex environmental interactions in diverse landscapes persist. Machine learning (ML) techniques offer a promising alternative by handling large datasets and modeling non-linear relationships, yet their ‘black box’ nature often hinders interpretability, which is essential for practical applications in soil conservation. This study addresses these challenges by applying six ML algorithms—Random forests (RF), Support vector machines (SVM), AdaBoost (AB), Logistic regression (LR), K-nearest neighbors (KNN), and Multi-layer perceptron (MLP)—to develop soil erosion susceptibility maps (SESM) across South Korea. Using the RUSLE model for preliminary identification and combined with high-resolution satellite images, we assigned erosion-prone areas to serve as the training data for our analysis. Thirteen key environmental factors were considered. To enhance the interpretability of the ML models, we integrated SHapley Additive exPlanations (SHAP), a method to attribute predictions to individual features, to enhance ML model interpretability. Our results indicate that the RF and SVM models achieved the highest predictive accuracy. SHAP analysis revealed that slope and land cover were the most influential in predicting SESM. This approach bridges advanced modeling techniques and practical applicability, enabling targeted soil conservation strategies in South Korea and offering a scalable framework for other erosion-prone regions.</div></div>","PeriodicalId":17933,"journal":{"name":"Land Use Policy","volume":"155 ","pages":"Article 107592"},"PeriodicalIF":6.0,"publicationDate":"2025-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143923788","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

GIS multi-threat models for agricultural land in the Nouvelle-Aquitaine region (France). A methodology of composite indicators to support targeted policies 法国新阿基坦地区农业用地GIS多威胁模型。支持有针对性政策的综合指标方法

IF 6 1区社会学

Land Use Policy Pub Date : 2025-05-06 DOI: 10.1016/j.landusepol.2025.107589

Olga De Cos , Marion Charbonneau , Jean-Yves Puyo , Thao Tran , Delphine Montagne

{"title":"GIS multi-threat models for agricultural land in the Nouvelle-Aquitaine region (France). A methodology of composite indicators to support targeted policies","authors":"Olga De Cos , Marion Charbonneau , Jean-Yves Puyo , Thao Tran , Delphine Montagne","doi":"10.1016/j.landusepol.2025.107589","DOIUrl":"10.1016/j.landusepol.2025.107589","url":null,"abstract":"<div><div>Food sovereignty is yet again a global and local priority. Nevertheless, the useful agricultural area continues to decrease. Land take is leading to increasing pressure on farmland, which is threatened by different phenomena –such as natural risks and demographic dynamics–. Farmland is therefore threatened by a number of different factors. A multi-criteria approach is needed to consider many factors and their interactions. Nevertheless, scientific understanding of the multi-threat approach is still limited when it comes to understanding the issue of agricultural land pressure. Thus, this research implements a multi-criteria evaluation workflow to develop multi-criteria models of land threat on agricultural land based on four composite indicators: land take, energy competitiveness, natural and anthropogenic hazards, and demographic decline. These indicators are synthetized in a global multi-criteria model of agricultural land pressure. The study area is the Nouvelle-Aquitaine Region, the largest French region with 9 functional urban areas and 1,597,720 agricultural plots (39,458.2 sq.km). This research is entirely based on open data according to the INSPIRE Directive, using Geographic Information Systems (ArcGIS Pro). Results show high threat level in 242,525 plots (14.93 % of agricultural area) and very high levels in 380,202 plots (20.75 % of agricultural area). Land take and natural hazards definitively contribute to the threat level. The study reveals that plots under threat tend to be smaller than less threatened ones. Results can help local authorities develop targeted strategies to maintain the region's agricultural land and productive capacity. This contribution is scalable and replicable to other regions and countries.</div></div>","PeriodicalId":17933,"journal":{"name":"Land Use Policy","volume":"155 ","pages":"Article 107589"},"PeriodicalIF":6.0,"publicationDate":"2025-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143906627","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Degree of non-grain production of cultivated land and its impact on grain production in China: Analysis of 2481 county-level units 中国耕地非粮食生产程度及其对粮食生产的影响——基于2481个县级单位的分析

IF 6 1区社会学

Land Use Policy Pub Date : 2025-05-06 DOI: 10.1016/j.landusepol.2025.107586

Jian Zhou, Mengyao Fu

{"title":"Degree of non-grain production of cultivated land and its impact on grain production in China: Analysis of 2481 county-level units","authors":"Jian Zhou, Mengyao Fu","doi":"10.1016/j.landusepol.2025.107586","DOIUrl":"10.1016/j.landusepol.2025.107586","url":null,"abstract":"<div><div>Food security is a major issue of global concern, especially for China, which has a population of over 1.4 billion. Aiming at the lack of using China's Third Land Survey data to study the non-grain production of cultivated land (NGPCL) at county level, this paper takes 2481 county-level administrative units as the analysis object, and uses China's Third Land Survey data, cropping system data, and grain sown area data to study NGPCL. The results show that the degree of NGPCL in China is serious. In 2022, the coefficient of NGPCL was 62.11 %, and lost grain sown area (LGSA) exceeded cultivated land area in one third of county-level administrative units. NGPCL also has great impact on grain yield. In 2022, the amount of lost grain (ALG) exceeded half of the grain output, nearly 70 %. In more than 40 % of county-level administrative units, the ALG exceeded the grain output. At the same time, the degree of NGPCL, the ALG and the coefficient of grain loss (CGL) show significant differences in spatial distribution. It indicates that the serious degree of NGPCL does not necessarily mean that the ALG is large. The degree of NGPCL in plain area, hilly and mountainous area has a serious impact on grain yield, but the difference is not significant. Although the degree of NGPCL in the main grain consumption area is large, the ALG is small. Although the degree of NGPCL is relatively small in the main grain production area and the balanced grain production and consumption area, the ALG is large. Based on the above research results, it is pointed out that China's NGPCL is seriously, but it should also be noted that the potential of non-grain production management to increase grain output is huge. The management of NGPCL should not only pay attention to the surface phenomenon of the degree of NGPCL, but the impact of NGPCL on grain output is the key to the management of NGPCL. The control of NGPCL in hilly and mountainous area should also be paid enough attention.</div></div>","PeriodicalId":17933,"journal":{"name":"Land Use Policy","volume":"155 ","pages":"Article 107586"},"PeriodicalIF":6.0,"publicationDate":"2025-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143906628","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

A conformance-based framework to evaluate the National Urban Agenda's impact on urban sustainable development in Brazil 评估《国家城市议程》对巴西城市可持续发展影响的基于一致性的框架

IF 6 1区社会学

Land Use Policy Pub Date : 2025-05-06 DOI: 10.1016/j.landusepol.2025.107584

Ana Beatriz Pierri-Daunt , Darío Domingo , He Zichao , Anna M. Hersperger

{"title":"A conformance-based framework to evaluate the National Urban Agenda's impact on urban sustainable development in Brazil","authors":"Ana Beatriz Pierri-Daunt , Darío Domingo , He Zichao , Anna M. Hersperger","doi":"10.1016/j.landusepol.2025.107584","DOIUrl":"10.1016/j.landusepol.2025.107584","url":null,"abstract":"<div><div>Although national urban policies are implemented to steer urbanization processes, the systematic evaluation of these measures continues to pose a methodological challenge. We developed an innovative methodology for assessing policy outcomes based on a multi-dimensional set of indicators considering socio-economic and land change factors and applied it to Brazil. We evaluated the conformance of urban change with two cornerstone policies of Brazil's urban agenda: the Federal Constitution, which lays the legal and political foundation for driving urban reform in Brazil and marks the start of the country's re-democratisation phase, and the subsequent City Statute, which regulates the guidelines established by the former. Our evaluation spans 27 Brazilian state capitals from 1990 to 2020. We used content analysis to identify five main goals outlined by the policies: economic development (1), basic service provision (2), housing provision (3), urban compactness (4), and green and sustainable cities (5). Through a conformance-based assessment we compared the intended and observed changes for each goal in each city. We observed advancements towards attaining the goals, stipulated in both policies, for provisioning housing, basic services, and economic. However, a significant shortfall emerged in the realm of controlling urban expansion. We attribute the discrepancy between attaining built-up land change and socio-economic goals to the insufficient coordination between planning-engaged sectors and the influence of land market revenues. The conformance-based policy evaluation framework proved effective in our research and is expected to be beneficial for evaluations in other countries.</div></div>","PeriodicalId":17933,"journal":{"name":"Land Use Policy","volume":"155 ","pages":"Article 107584"},"PeriodicalIF":6.0,"publicationDate":"2025-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143912761","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Harmonizing stakeholder interests in urban renewal: A novel planning approach using explainable machine learning and spatial optimization 协调城市更新中的利益相关者利益：一种使用可解释的机器学习和空间优化的新规划方法

IF 6 1区社会学

Land Use Policy Pub Date : 2025-05-03 DOI: 10.1016/j.landusepol.2025.107588

Chuan Lin , Yilun Liu , Zhongyou Yuan , Hongmei Wang , Guang Li , Zegen Zhou , Han Wang , Xinyue An

{"title":"Harmonizing stakeholder interests in urban renewal: A novel planning approach using explainable machine learning and spatial optimization","authors":"Chuan Lin , Yilun Liu , Zhongyou Yuan , Hongmei Wang , Guang Li , Zegen Zhou , Han Wang , Xinyue An","doi":"10.1016/j.landusepol.2025.107588","DOIUrl":"10.1016/j.landusepol.2025.107588","url":null,"abstract":"<div><div>Urban renewal is essential for revitalizing existing urban land and promoting sustainable urban development, with urban renewal planning optimal being a crucial research challenge. Current planning methods neglect the complex interactions and conflicts among multiple stakeholders, and often lack explainability in the site selection process. To address these issues, proposes a Multi-Stakeholder Perspective Urban Renewal Planning Optimization (MSP-URPO) model. This innovative approach integrates a multi-objective optimization algorithm with eXplainable Machine Learning (XML) to enhance decision-making for urban renewal. The optimization algorithm resolves conflicts among multiple objectives, while XML improves the clarity and understanding of the planning results. Applied to a case study in Shenzhen, the MSP-URPO model predicts an urban renewal scale of 616 ha by 2024, selecting 786 optimal blocks from 23,957 candidates. The study reveals that residents' preferences and multi-stakeholder decision consistency significantly impact site selection, contributing 33.69 % and 27.66 % respectively. These findings demonstrate that the proposed method effectively provides a low-cost, efficient, and precise decision-support tool for urban management and renewal planning.</div></div>","PeriodicalId":17933,"journal":{"name":"Land Use Policy","volume":"155 ","pages":"Article 107588"},"PeriodicalIF":6.0,"publicationDate":"2025-05-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143898543","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Complex interactions of ecosystem services and their dynamic changes in response to land-use conflicts—A network analysis in the Yangtze River Economic Belt, China 长江经济带土地利用冲突下生态系统服务功能的复杂相互作用及其动态变化——基于网络的分析

IF 6 1区社会学

Land Use Policy Pub Date : 2025-05-02 DOI: 10.1016/j.landusepol.2025.107582

Liting Chen, Anlu Zhang, Lanjiao Wen

{"title":"Complex interactions of ecosystem services and their dynamic changes in response to land-use conflicts—A network analysis in the Yangtze River Economic Belt, China","authors":"Liting Chen, Anlu Zhang, Lanjiao Wen","doi":"10.1016/j.landusepol.2025.107582","DOIUrl":"10.1016/j.landusepol.2025.107582","url":null,"abstract":"<div><div>The complex interactions of ecosystem services (ESs) are relevant to human well-being, while land-use conflicts affect the stability of these interactions. Despite their importance, current research offers limited insights into the dynamic variations of ES interactions and how they evolve in response to land-use conflicts. In this study, we constructed correlation networks to analyze the evolution of six ESs in the Yangtze River Economic Belt (YREB) from 2000 to 2020, including habitat quality (HQ), climate regulation (CR), soil conservation (SC), carbon sequestration (CS), and food yield (FY). We also quantified the land-use conflict strength (LUCS) and applied a generalized additive model to investigate how these interactions change in response to land-use conflicts. The results showed that the network structure tended to loosen over time, with a gradual decline in interaction connectivity. FY dominated the trade-off networks, while HQ, CS, and SC were central in the synergy networks. ES interactions exhibited nonlinear effects as LUCS increased: initially, ESs experienced coupling, followed by a decoupling phase. At weak and relatively weak LUCS, ESs displayed strong positive or negative connections. However, once LUCS surpassed a certain threshold, these connections rapidly weakened, and the services formed isolated synergistic clusters. These findings enhance our understanding of land-use dynamics and provide valuable insights for promoting rational land-use planning and achieving synergistic management of ESs.</div></div>","PeriodicalId":17933,"journal":{"name":"Land Use Policy","volume":"155 ","pages":"Article 107582"},"PeriodicalIF":6.0,"publicationDate":"2025-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143898542","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

The land-blending strategy: Contribution of metapopulation theory to the land sparing-sharing debate 土地混合策略：元人口理论对土地节约共享争论的贡献

IF 6 1区社会学

Land Use Policy Pub Date : 2025-05-02 DOI: 10.1016/j.landusepol.2025.107577

Aymeric Oliveira-Xavier , Sophie Calmé , Dominique Gravel

{"title":"The land-blending strategy: Contribution of metapopulation theory to the land sparing-sharing debate","authors":"Aymeric Oliveira-Xavier , Sophie Calmé , Dominique Gravel","doi":"10.1016/j.landusepol.2025.107577","DOIUrl":"10.1016/j.landusepol.2025.107577","url":null,"abstract":"<div><div>Two land management strategies have been proposed to preserve biodiversity while maintaining sufficient agricultural production: land sparing and land sharing. Debate on their efficiency continues, although a third hybrid strategy has emerged. The balance between these strategies is context-dependent, limiting generalizations. We addressed this challenge using a metapopulation-based model to simulate species persistence in agricultural landscapes under different management strategies. Our model captures the influence of contextual factors, such as landscape composition, connectivity, and pest incidence, allowing us to evaluate how landscape management strategies influence biodiversity and ecosystem services such as pest regulation. Our results highlight key factors for designing effective landscape management strategies. First, maintaining intermediate quality habitats (e.g., agroforests) within the landscape is essential to support pest controllers and thus, the provision of ecosystem services. Second, although agroforestry expansion can reduce economic returns compared to conventional agriculture, biodiversity offsets these costs when pest pressure is high and biological control is effective. These findings emphasize the importance of an integrated approach to implement effective landscape management strategies, optimizing both productivity and biodiversity conservation. This study reveals the potential of a hybrid ‘land blending’ strategy, able to outperform traditional land sparing-sharing approaches, while offering greater flexibility for change and uncertainty. To our knowledge, this study represents the first theoretical modelling approach to assess the effectiveness of conservation strategies without considering specific contextual influences. Our findings enhance our understanding of the impact of context on optimal strategies, enriching the debate and suggesting new perspectives beyond its false dichotomy.</div></div>","PeriodicalId":17933,"journal":{"name":"Land Use Policy","volume":"155 ","pages":"Article 107577"},"PeriodicalIF":6.0,"publicationDate":"2025-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143895966","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Does streetscape color matter for urban perceptions? A deep learning approach to street view images 街景颜色对城市感知有影响吗？街景图像的深度学习方法

IF 6 1区社会学

Land Use Policy Pub Date : 2025-05-02 DOI: 10.1016/j.landusepol.2025.107581

Mengkun Song, Yang Xiao

引用次数: 0

Applying Zipf’s law to land-use classes in a tourism-specialized metropolitan context 将齐夫定律应用于以旅游为主的大都市背景下的土地使用类别

IF 6 1区社会学

Land Use Policy Pub Date : 2025-04-30 DOI: 10.1016/j.landusepol.2025.107580

Alessandro Muolo , Ioannis Konaxis , Luca Salvati

{"title":"Applying Zipf’s law to land-use classes in a tourism-specialized metropolitan context","authors":"Alessandro Muolo , Ioannis Konaxis , Luca Salvati","doi":"10.1016/j.landusepol.2025.107580","DOIUrl":"10.1016/j.landusepol.2025.107580","url":null,"abstract":"<div><div>The present study examines metropolitan growth dynamics employing Zipf's law to investigate, likely for the first time in literature, the spatial organization of landscape across the urban-rural hierarchy based on a vast and diversified ensemble of land-use classes. Using high-resolution data from Copernicus Urban Atlas initiative, the approach evaluates the actual rank-size distribution of 20 distinct land-use categories within metropolitan Athens, Greece. As a novel contribution to regional science, three model specifications were tested on the individual land parcel: (i) a baseline model verifying the rank-size relationship for each land-use class, (ii) an extended model incorporating a fractal index to capture landscape complexity, and (iii) a model adding the distance from downtown Athens to verify the mono-centric assumption <em>à la</em> Von Thünen. Empirical findings reveal significant variations in Zipf’s applicability across different land-use classes, highlighting the influence of spatial convolution and metropolitan gradient on the rank-size distribution. The spatially explicit Multi-scale Geographically Weighted Regression (MGWR) method outperforms the Ordinary Least Squares (OLS) approach, confirming the appropriateness of accounting for both spatial distribution and local heterogeneity of land parcels when testing the rank-size relationship. Results indicate that, while certain land-use classes exhibit patterns closely aligned with Zipf's law, others demonstrate deviations that reflect varying levels of spatial regularity, underlying economic and/or natural constraints. The study underscores the importance of land-use specificity in spatial planning and suggests policy interventions aimed at sustainable land management when planning the long-term evolution of metropolitan hierarchies. These insights contribute to refining regional development strategies, promoting balanced growth, and preserving land resources in metropolitan areas.</div></div>","PeriodicalId":17933,"journal":{"name":"Land Use Policy","volume":"155 ","pages":"Article 107580"},"PeriodicalIF":6.0,"publicationDate":"2025-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143892321","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0