首页|主体功能视角下耦合马尔可夫链和PLUS模型的城镇开发边界划定研究

主体功能视角下耦合马尔可夫链和PLUS模型的城镇开发边界划定研究

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城镇开发边界对城市未来的土地利用和国土空间格局有指导和约束作用,主体功能定位是制定国土空间开发保护战略措施的基础,而现有城镇开发边界划定研究对主体功能的影响考虑不足.本文基于2009—2021年土地利用数据,选取重点生态功能区(澄江市)、农产品主产区(陆良县)、城市化地区(昆明市主城区)3种典型主体功能区域,耦合PLUS模型、匀速递增马尔可夫链和层次分析法,依据主体功能类型分别按照生态保护、农业生产、城镇发展情景进行2035年土地利用变化模拟和城镇开发边界的划定,并提出数量及空间格局优化方案.结果表明:①不同类型主体功能区城镇建设用地变化影响因素存在差异,重点生态功能区和农产品主产区主要受社会因素的影响,城市化地区主要受自然因素的影响;②提出匀速递增马尔可夫链对土地利用进行数量模拟,精度超过96%.通过PLUS模型对3种类型土地利用进行预测,Fom值介于0.1~0.3之间.耦合模型能较好的反映未来土地利用变化情况;③对不同主体功能类型的城镇建设用地进行模拟分析以及对划定的城镇开发边界与实际划定结果进行对比,提出澄江市应缩减边界规模,陆良县应进行布局优化,避让连片耕地并适当缩减边界规模,昆明主城区边界规模合理,但空间布局局部可以优化;城镇开发边界的划定应考虑不同主体功能定位,不能简单用一个统一的扩展倍数来限定.本文提出了在主体功能战略背景下的城镇开发边界划定的一种改进模型与耦合方法,可为政府相关部门开展具体工作提供依据.
Research on Urban Development Boundary Delineation Using Coupled Markov Chain and PLUS Models from the Perspective of Main Functions
The urban development boundary guides and restricts the future land use and territorial spatial pattern of the city. The positioning of main functions is the basis for formulating strategic measures for territorial spatial development and protection. However,existing urban development boundary delineation research does not take into account the impact of main functions. Based on land use data from 2009 to 2021,this article selects three typical main functional areas:key ecological functional areas in Chengjiang City,main agricultural product production areas in Luliang County,and urbanized areas within main urban area of Kunming City. The coupled PLUS model,uniformly increasing Markov chain,and analytic hierarchy process are used to simulate land use changes and delineate urban development boundaries in 2035 according to ecological protection,agricultural production,and urban development scenarios according to the main function types,and further put forward the quantity and spatial pattern optimization plans. Results show that:1) There are differences in the influencing factors of changes in urban construction land in different types of main functional areas. Key ecological functional areas and main agricultural product production areas are mainly affected by social factors,while urbanized areas are mainly affected by natural factors;2) A uniformly increasing Markov chain is proposed to quantitatively simulate land use,with an accuracy exceeding 96%. Three types of land use are predicted through the PLUS model,and the Fom value ranges from 0.1 to 0.3. The coupled model can better reflect future land use changes;3) We carry out simulation analysis of urban construction land with different main functional types and compare the delineated urban development boundaries with the actual demarcation results. It is proposed that Chengjiang City should reduce the boundary scale,Luliang County should optimize the layout,avoid contiguous cultivated land and appropriately reduce the boundary scale,and the boundary scale of Kunming's main urban area is reasonable,but the spatial layout can be optimized in part. The delineation of urban development boundaries should take into account the functional positioning of different entities and cannot simply be limited by a unified expansion multiple. This article proposes an improved model and coupling method for urban development boundary delineation in the context of the main function strategy,which can provide a basis for relevant government departments to carry out specific work.

three zones delineated by three lines for land usemain functional areaurban development boundaryscenario forecastPLUS modelurban agglomeration in central Yunnan

梁毅东、张述清、朱大明、李永平

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昆明理工大学国土资源工程学院,昆明650093

云南省国土资源规划设计研究院,昆明650216

自然资源智慧治理产学研融合创新基地,昆明650216

三区三线 主体功能区 城镇开发边界 情景模拟 PLUS模型 滇中城市群

国家自然科学基金项目云南省基础研究计划项目

42301304202201AU070112

2024

地球信息科学学报
中国科学院地理科学与资源研究所

地球信息科学学报

CSTPCD北大核心
影响因子:1.004
ISSN:1560-8999
年,卷(期):2024.26(7)
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