CN114372652A - An urban ecological capacity assessment and development boundary simulation method - Google Patents
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Abstract
Description
技术领域technical field
本发明涉及一种国土空间规划技术,具体涉及一种城市生态容量评估及开发边界模拟方法。The invention relates to a land space planning technology, in particular to an urban ecological capacity evaluation and development boundary simulation method.
背景技术Background technique
城市生态容量是根据生态文明建设需求,将城市规模赋予生态特性(农业也属于广义的生态)后的一种规划理念。城市生态容量模拟可以从基础刚性容量、结构刚性容量和弹性生态容量三个纵深层次展开。其中,基础刚性容量就是根据国土空间“双评价”等要求确定区域最大承载力,是区域开发理论最大上限;结构刚性容量则是进一步考虑生态安全格局的空间诉求,核减基础刚性容量,保障区域生态安全可持续;弹性生态容量则是在考虑永久基本农田保护等各种空间不确定性影响,刻画了城市生态容量的弹性和多样性。因此,以城市生态容量为切入点,通过多情景生态容量模拟构建管制边界,是落实国土空间规划传导的重要路径。目前,城镇开发边界划定技术方法甚多,但往往侧重某一个技术角度的分析,空间规划的内在逻辑不强,不能很好的适应国土空间规划实际应用需求。因此,现有技术还有待改进和发展。The urban ecological capacity is a planning concept after the urban scale is given ecological characteristics (agriculture also belongs to the broad ecology) according to the needs of ecological civilization construction. The urban ecological capacity simulation can be carried out from three in-depth levels: basic rigid capacity, structural rigid capacity and elastic ecological capacity. Among them, the basic rigid capacity is to determine the maximum bearing capacity of the region according to the requirements of the "double evaluation" of land and space, which is the maximum upper limit of the regional development theory; the structural rigid capacity is to further consider the spatial demands of the ecological security pattern, reduce the basic rigid capacity, and ensure the regional ecology. Safe and sustainable; elastic ecological capacity considers the impact of various spatial uncertainties such as the protection of permanent basic farmland, which depicts the elasticity and diversity of urban ecological capacity. Therefore, taking the urban ecological capacity as the starting point and constructing the control boundary through multi-scenario ecological capacity simulation is an important way to implement the transmission of national land space planning. At present, there are many technical methods for delimiting urban development boundaries, but they often focus on the analysis of a certain technical angle. The inherent logic of spatial planning is not strong, and it cannot well meet the needs of practical application of land and spatial planning. Therefore, the existing technology still needs to be improved and developed.
发明内容SUMMARY OF THE INVENTION
本发明的目的在于克服现有技术的不足,提供一种城市生态容量评估及开发边界模拟方法,利用该方法可分析和评估区域城镇化开发最佳容量,进而提高国土空间规划编制的科学性。The purpose of the present invention is to overcome the deficiencies of the prior art and provide an urban ecological capacity evaluation and development boundary simulation method, which can be used to analyze and evaluate the optimal capacity of regional urbanization development, thereby improving the scientificity of territorial spatial planning.
为了实现上述任务,本发明采用以下技术方案:In order to realize the above-mentioned tasks, the present invention adopts the following technical solutions:
一种城市生态容量评估及开发边界模拟方法,包括以下步骤:An urban ecological capacity assessment and development boundary simulation method, comprising the following steps:
根据地形地貌宜建性和地质灾害风险防控需求,对支撑和制约城镇工业化建设的核心空间因子进行阈值分级,明确单因子在每个评价单元上的建设适宜性或风险性;对单因子评价结果进行综合集成,将国土空间划分为高适宜、中适宜和低适宜的空间类型,并将法定禁止建设的区域直接按低适宜类型予以扣除;利用地理空间统计分析工具核算不同空间类型的面积,统计高适宜和中适宜性的空间规模,以此作为基础刚性生态容量;According to the suitability of terrain and geomorphology and the needs of geological disaster risk prevention and control, the core spatial factors that support and restrict the construction of urban industrialization are classified into thresholds, and the construction suitability or risk of a single factor in each evaluation unit is clarified; The results are comprehensively integrated, the land space is divided into highly suitable, medium suitable and low suitable space types, and the areas that are legally prohibited from construction are directly deducted according to the low suitable type; geospatial statistical analysis tools are used to calculate the area of different spatial types, Count the spatial scale of high suitability and medium suitability as the basic rigid ecological capacity;
综合考虑规划区域生态环境特征,将法定的重要生态斑块作为区域重要生态源地;根据地表覆盖类型设置生态迁徙标准阻力面,并利用数字地表模型生成调节系数对生态迁徙标准阻力面行修正;根据区域生态环境特征,确立重要生态廊道的链接关系和基本走向,然后利用最小累计阻力模型算生态廊道;根据生态网络连通性要求,将生态源与生态廊空间组合构建区域生态安全格局;利用生态安全格局对基础刚性容量进行空间核减,并由此核算出满足生态安全底线要求的结构刚性容量;Considering the characteristics of the ecological environment in the planning area, the legal important ecological patches are regarded as important ecological sources in the region; the standard resistance surface of ecological migration is set according to the type of land cover, and the adjustment coefficient is generated by the digital surface model to correct the standard resistance surface of ecological migration; According to the characteristics of the regional ecological environment, establish the link relationship and basic trend of important ecological corridors, and then use the minimum cumulative resistance model to calculate the ecological corridors; according to the requirements of ecological network connectivity, combine ecological sources and ecological corridor spaces to construct a regional ecological security pattern; Use the ecological security pattern to reduce the basic rigid capacity in space, and calculate the structural rigid capacity that meets the requirements of the ecological security bottom line;
在结构刚性容量上再叠加永久基本农田保护图斑,逐个明确每个永久基本农田保护图斑与建设需求的冲突等级,重点标识重大项目必须要调出的永农图斑和必须要“开天窗”保护的永农图斑;根据永久基本农田保护总量平衡基本要求,明确区域内哪些永农图斑可以进行异地补划或异地代保,并产生全部调保或者部分调保等多种永久基本农田保护方案;综合考虑生态安全格局需求和永久基本农田调保多情景方案,得到区域城市生态容量浮动范围,以此作为弹性生态容量;The permanent basic farmland protection pattern is superimposed on the rigid capacity of the structure, and the conflict level between each permanent basic farmland protection pattern and construction needs is clearly defined one by one. Protected Yongnong Patterns; according to the basic requirements for the balance of the total amount of permanent basic farmland protection, it is clear which Yongnong patterns in the area can be re-planned or protected in different places, and various permanent basics such as full or partial adjustment will be generated. Farmland protection plan; comprehensively consider the needs of ecological security pattern and multi-scenario plans for permanent basic farmland adjustment and maintenance, and obtain the floating range of regional urban ecological capacity, which is used as elastic ecological capacity;
根据区域社会经济发展战略和国土空间开发定位,对弹性生态容量的多情景方案进行优选,根据上级规划下达的永久基本农田调保指标确立满足区域社会经济发展的最优容量情景;以最优容量情景为基本约束,结合规划目标年社会经济发展建设用地规模需求,采用斑块元胞自动机模型模拟从现状到目标年的城镇增长时空序列演化情景;以模拟的城镇增长格局为基础,对模拟的城镇增长斑块进行平滑和简化,最终生成区域城镇开发边界建议方案。According to the regional social and economic development strategy and the positioning of national land and space development, the multi-scenario plan for elastic ecological capacity is optimized, and the optimal capacity scenario to meet the regional social and economic development is established according to the permanent basic farmland adjustment and protection index issued by the superior plan; Scenario is the basic constraint, combined with the scale demand of social and economic development and construction land in the planning target year, the patch cellular automata model is used to simulate the spatiotemporal sequence evolution scenario of urban growth from the status quo to the target year; based on the simulated urban growth pattern, the simulation The urban growth patches are smoothed and simplified, and finally the proposed regional urban development boundary proposal is generated.
进一步地,所述核心空间因子进行阈值分级是指根据某个因子对建设开发的重要性设置不同的阈值,然后在GIS软件支持下对单因子空间数据进分级,得到单因子评价图。Further, the threshold grading of the core spatial factors refers to setting different thresholds according to the importance of a certain factor to construction and development, and then grading the single-factor spatial data with the support of GIS software to obtain a single-factor evaluation map.
进一步地,在生态廊道计算方面,将生态源地之间的连接走向缓冲带融入最小累计阻力模型以构建约束性最小累计阻力模型;Further, in the calculation of ecological corridors, the connecting buffer zones between ecological sources are integrated into the minimum cumulative resistance model to construct a constrained minimum cumulative resistance model;
约束性最小累计阻力模型计算公式为:The calculation formula of the constrained minimum cumulative resistance model is:
其中:M为最小累积阻力值;Dcs表示空间单元c到源s的距离;Rc表示空间单元c对生态过程扩散的阻力系数,其为地表覆盖类型阻力Kc和调节因子Tc合成;B表示生态廊道走向带宽约束,避免廊道计算结果出现过多迂回;f表示最小累积阻力与生态过程的正相关关系;任意两个生态源之间M值较低的区域形成的连通路线即为生态廊道。Among them: M is the minimum cumulative resistance value; D cs is the distance from the space unit c to the source s; R c is the resistance coefficient of the space unit c to the ecological process diffusion, which is the combination of the surface cover type resistance K c and the adjustment factor T c ; B represents the bandwidth constraint of the ecological corridor to avoid too many roundabouts in the calculation results of the corridor; f represents the positive correlation between the minimum cumulative resistance and the ecological process; the connecting route formed by the area with a low M value between any two ecological sources is for the ecological corridor.
进一步地,调节系数T通过数字地表模型DSM的标准化计算,表示为 T=H/Hmax,其中H表示单元的DSM值,Hmax表示所有DSM单元的最大值。Further, the adjustment coefficient T is calculated by the standardization of the digital surface model DSM, and is expressed as T=H/H max , where H represents the DSM value of the unit, and H max represents the maximum value of all DSM units.
进一步地,所述弹性生态容量的弹性下限就是永久基本农田图斑必须全部保护,严格限制城镇化开发;而弹性上限就是永久基本农田图斑全部调保,完全保障城镇化开发需求;不同的永久基本农田调保产生不同的弹性生态容量多情景方案。Further, the elastic lower limit of the elastic ecological capacity is that all permanent basic farmland patches must be protected, and urbanization development is strictly limited; and the elastic upper limit is that all permanent basic farmland patches are adjusted and guaranteed to fully meet the needs of urbanization development; The basic farmland adjustment and protection produces different elastic ecological capacity multi-scenario schemes.
进一步地,通过弹性生态容量优选确定区域建设空间的基本导向和空间约束,然后将重大项目选址作为已知种子点,采用种子扩充方式实现斑块元胞自动机模型,然后根据区域社会经济发展建设用地需求模拟区域城镇增长时空序列变化。Further, the basic orientation and spatial constraints of the regional construction space are determined through the optimization of elastic ecological capacity, and then the site selection of major projects is used as a known seed point, and the patch cellular automata model is realized by the method of seed expansion. The demand for construction land simulates the spatial and temporal sequence changes of regional urban growth.
进一步地,斑块元胞自动机模型Patch-CA的种子单元的选择策略分别是:种子初始位置以区域项目选址库为基础,将选址需求位于弹性生态容量范围内的地块录入为Patch-CA的固定种子,同时根据扩张概率大小产生一些随机种子, Patch-CA模型在演化迭代时以这些初始种子为基础进行斑块扩充;种子位置的更新则是在上一次迭代种子斑块扩充区域一定缓冲区内再随机产生一批新的种子,新种子的位置应避免与现状城镇距离过远或太近,缓冲区大小默认为扩充斑块的最大外径。Further, the selection strategies of the seed units of the patch cellular automata model Patch-CA are as follows: the initial position of the seeds is based on the regional project site selection library, and the plots whose site selection requirements are within the elastic ecological capacity range are entered as Patch. -The fixed seed of CA, and some random seeds are generated according to the expansion probability. The Patch-CA model performs patch expansion based on these initial seeds during the evolution iteration; the update of the seed position is the expansion area of the seed patch in the previous iteration. A batch of new seeds will be randomly generated in a certain buffer zone. The location of the new seeds should avoid being too far or too close to the current town. The default size of the buffer zone is the maximum outer diameter of the expanded patch.
进一步地,Patch-CA在执行元胞状态演化时不是按单元逐个更新,而是则采用种子扩充策略进行斑块式增长;其中,种子单元根据重大项目选址和随机选址的混合方式选择,斑块式增长则是以种子单元为中心进行仿制图章填充。Further, when Patch-CA performs cell state evolution, it does not update cell by cell, but uses seed expansion strategy for patch growth. Patch growth is based on the seed unit as the center of the imitation stamp fill.
进一步地,仿制图章的产生策略是根据斑块增长窗口大小从历史变化过程中随机提取若干斑块增长样例;为保障斑块式增长的多样性,提取成千上万个仿制图章,种子单元在填充时随机从仿制图章库中选择一种图章进行填充即可。Further, the generation strategy of imitation stamps is to randomly extract several patch growth samples from the historical change process according to the size of the patch growth window; in order to ensure the diversity of patch growth, thousands of imitation stamps, seed units, and seed units are extracted. When filling, randomly select a stamp from the clone stamp library to fill.
本发明与现有技术相比具有以下的有益效果:Compared with the prior art, the present invention has the following beneficial effects:
1.本发明构建的城市生态容量多情景模拟方法,建立了从基础刚性容量、到结构刚性容量再到弹性生态容量的多路径耦合分析策略,提高了城市生态容量评估技术实施的可操控性。1. The multi-scenario simulation method of urban ecological capacity constructed by the present invention establishes a multi-path coupling analysis strategy from basic rigid capacity, to structural rigid capacity and then to elastic ecological capacity, which improves the controllability of the implementation of urban ecological capacity assessment technology.
2.本发明将数字地表模型融入最小累计阻力模型,同时将生态廊道连接走向作为空间约束条件,有效的避免了生态廊道计算出现迂回线路的缺陷,穿越高密度建设区的平滑廊道更有利于城市设计的开展。2. The present invention integrates the digital surface model into the minimum cumulative resistance model, and at the same time takes the connection direction of the ecological corridor as a space constraint, which effectively avoids the defect of circuitous lines in the calculation of the ecological corridor, and the smooth corridor passing through the high-density construction area is more efficient. Conducive to the development of urban design.
3.本发明将生态安全格局(扩展版生态保护红线)作为结构刚性加以约束,将农田与城镇的空间冲突通过保护博弈策略(如本地调保、异地代保等)形成多情景方案,为分析城镇开发边界弹性提供了判别依据。3. The present invention constrains the ecological security pattern (extended version of the ecological protection red line) as a structural rigidity, and forms a multi-scenario plan for the spatial conflict between farmland and towns through protection game strategies (such as local adjustment and protection, remote protection, etc.). The elasticity of the urban development boundary provides a basis for discrimination.
4.本发明在城市生态容量多情景模拟基础上,进一步利用种子扩充斑块式增长元胞自动机模拟城市增长时空演化序列,可实现从城市生态容量多情景模拟到城镇开发边界的精准传导,进而更好的对接国土空间规划关于“三区三线”的划定需求。4. On the basis of multi-scenario simulation of urban ecological capacity, the present invention further utilizes seeds to expand patch growth cellular automata to simulate the spatiotemporal evolution sequence of urban growth, which can realize accurate transmission from multi-scenario simulation of urban ecological capacity to urban development boundaries, In order to better meet the requirements for the delineation of "three districts and three lines" in land and space planning.
附图说明Description of drawings
图1为本发明城市生态容量评估及开发边界模拟方法的流程图;Fig. 1 is the flow chart of the urban ecological capacity evaluation and development boundary simulation method of the present invention;
图2为本发明基于约束性最小累计阻力模型的生态廊道识别示意图;2 is a schematic diagram of the identification of ecological corridors based on the constraint minimum cumulative resistance model of the present invention;
图3为本发明基于种子斑块元胞自动机的城镇开发边界模拟示意图;Fig. 3 is the simulation schematic diagram of the urban development boundary based on the seed patch cellular automata of the present invention;
图4为本发明仿制图章提取示意图。FIG. 4 is a schematic diagram of the imitation stamp extraction of the present invention.
具体实施方式Detailed ways
下面结合实施例及附图对本发明作进一步详细的描述,但本发明的实施方式不限于此。The present invention will be described in further detail below with reference to the embodiments and the accompanying drawings, but the embodiments of the present invention are not limited thereto.
参见图1,本发明的一种城市生态容量评估及开发边界模拟方法,包括以下步骤:Referring to Figure 1, an urban ecological capacity assessment and development boundary simulation method of the present invention includes the following steps:
步骤1,根据地形地貌宜建性和地质灾害风险防控需求,对支撑和制约城镇工业化建设的核心空间因子进行阈值分级,明确单因子在每个评价单元上的建设适宜性,或风险性;采用决策树多因子空间叠加综合判别法,对单因子评价结果进行综合集成,将国土空间划分为高适宜、中适宜和低适宜等空间类型,并将自然保护地等法定禁止建设的区域直接按低适宜类型予以扣除;利用地理空间统计分析工具核算高适宜、中适宜和低适宜三种类型的面积,统计高适宜和中适宜性的空间规模(面积),以此作为基础刚性生态容量。Step 1. According to the suitability of topography and geomorphology and the need for prevention and control of geological disaster risks, the core spatial factors that support and restrict the construction of urban industrialization are classified into thresholds, and the construction suitability or risk of a single factor in each evaluation unit is clarified; The decision tree multi-factor spatial superposition comprehensive discriminant method is used to comprehensively integrate the single-factor evaluation results, and the land space is divided into high suitable, medium suitable and low suitable spatial types. Low suitability types are deducted; geospatial statistical analysis tools are used to calculate the area of three types of high suitability, medium suitability and low suitability, and the spatial scale (area) of high suitability and medium suitability is counted as the basic rigid ecological capacity.
其中,单因子可以视具体需求选定,例如可以是地势平坦度和地灾灾害风险等;所述评价单元的大小根据实际需求设定,本实施例中采用100m×100网格。Wherein, the single factor can be selected according to specific needs, for example, it can be terrain flatness and ground disaster risk, etc.; the size of the evaluation unit is set according to actual needs, and a 100m×100 grid is used in this embodiment.
基础刚性容量测算只考虑影响建设开发的最基本空间影响因子(即地势平坦度和地质灾害风险)的支撑和制约作用,其中地势平坦度和地质灾害风险分别采用高适宜(高风险)、中适宜(中风险)、低适宜(低风险)三个等级评价。本发明不采用传统土地利用建设适宜性评价所采用的距离发展中心、道路网的距离等随时间发展而变化的动态人文因子,以增强评价结果的稳定性。基础刚性容量拓展了建设用地适宜性评价内涵,可更好的支撑快速增长地区特别是开发新区建设评估需求。The basic rigid capacity calculation only considers the supporting and restricting effects of the most basic spatial factors that affect construction and development (ie, terrain flatness and geological disaster risk). (medium risk), low suitable (low risk) three levels of evaluation. The present invention does not use dynamic human factors that change with the development of time, such as the distance from the development center and the road network, which are used in the traditional land use construction suitability evaluation, so as to enhance the stability of the evaluation result. The basic rigid capacity expands the connotation of construction land suitability evaluation, and can better support the construction evaluation needs of fast-growing areas, especially new development areas.
本实施例的步骤1中,核心空间因子进行阈值分级是指根据某个因子对建设开发的重要性设置不同的阈值,然后在GIS软件支持下对单因子空间数据进分级,得到单因子评价图。以地势平坦度为例,其阈值划分如下表所示:In step 1 of this embodiment, the threshold grading of the core spatial factors refers to setting different thresholds according to the importance of a certain factor to construction and development, and then grading the single-factor spatial data with the support of GIS software to obtain a single-factor evaluation map . Taking terrain flatness as an example, the threshold division is shown in the following table:
表1地势平坦度阈值划分表Table 1 Terrain flatness threshold division table
本实施例的步骤1中,决策树多因子空间叠加综合判别法,是将评价单元的多个单因子评价等级综合为一个适宜性等级的过程。由于不同因子的影响效用各不相同,综合评价宜采用决策树的筛选集成法,基于决策树的多因子综合评价示例如下:In step 1 of this embodiment, the decision tree multi-factor space superposition comprehensive discriminant method is a process of synthesizing multiple single-factor evaluation levels of the evaluation unit into one suitability level. Due to the different effects of different factors, the comprehensive evaluation should adopt the screening and integration method of decision tree. An example of multi-factor comprehensive evaluation based on decision tree is as follows:
步骤2,综合考虑规划区域生态环境特征,将法定的自然保护地、森林公园、湿地公园等重要生态斑块作为区域重要生态源地;根据地表覆盖类型设置生态迁徙标准阻力面,并利用数字地表模型(Digital Surface Model,DSM)生成调节系数对生态迁徙标准阻力面行修正;根据区域生态环境特征,确立重要生态廊道的链接关系和基本走向,然后在GIS软件支持下利用最小累计阻力模型(Minimum Cumulative Resistance,MCR)计算生态廊道;根据生态网络连通性要求,将生态源与生态廊空间组合构建区域生态安全格局;利用生态安全格局对基础刚性容量进行空间核减,并由此核算出满足生态安全底线要求的结构刚性容量。Step 2: Comprehensively consider the characteristics of the ecological environment in the planning area, and take legal nature reserves, forest parks, wetland parks and other important ecological patches as important ecological sources in the region; The model (Digital Surface Model, DSM) generates adjustment coefficients to correct the standard resistance surface of ecological migration; according to the characteristics of the regional ecological environment, establishes the link relationship and basic direction of important ecological corridors, and then uses the minimum cumulative resistance model with the support of GIS software ( Minimum Cumulative Resistance, MCR) to calculate the ecological corridor; according to the ecological network connectivity requirements, combine the ecological source and ecological corridor space to construct a regional ecological security pattern; use the ecological security pattern to reduce the basic rigid capacity in space, and calculate the satisfaction The structural rigidity capacity required by the ecological safety bottom line.
其中,所述规划区域是指行政范围,例如广州市、黄浦区等;在生态阻力面设置方面,引入数字地表模型修正基于地表覆盖数据(如土地利用等)设置的生态迁徙标准阻力面。数字地表模型包含了地表建筑物和树木等高度信息,可纠正同类型地表覆盖类型因高度不同而发生的阻力异化(如高层建设区对鸟类迁徙影响更大)。Among them, the planning area refers to the administrative scope, such as Guangzhou City, Huangpu District, etc.; in terms of ecological resistance surface setting, a digital surface model is introduced to correct the ecological migration standard resistance surface set based on surface coverage data (such as land use, etc.). The digital surface model contains height information such as surface buildings and trees, which can correct the resistance alienation of the same type of surface cover due to different heights (for example, high-rise construction areas have a greater impact on bird migration).
在生态廊道计算方面,将生态源地之间的连接走向缓冲带融入最小累计阻力模型以构建约束性最小累计阻力模型(Constrained Minimal Cumulative Resistance,CMCR),通过廊道走向约束可避免最小累计阻力模型在生态阻力面上游走时出现各种迂回路线。生态廊道的平滑性可避免建设用地斑块的破碎化,也能更好的支撑城市规划设计方案落地。In terms of ecological corridor calculation, the connecting trend buffer zone between ecological sources is integrated into the minimum cumulative resistance model to construct a constrained minimum cumulative resistance model (Constrained Minimal Cumulative Resistance, CMCR). The minimum cumulative resistance can be avoided through corridor direction constraints. Various circuitous routes appear when the model traverses the ecological resistance surface. The smoothness of ecological corridors can avoid fragmentation of construction land patches, and can better support the implementation of urban planning and design schemes.
该步骤中,约束性最小累计阻力模型计算原理为其中:M为最小累积阻力值;Dcs表示空间单元c到源s的距离;Rc表示空间单元c对生态过程扩散的阻力系数,其为地表覆盖类型阻力Kc和调节因子Tc合成;B表示生态廊道走向带宽约束(表现为缓冲带),避免廊道计算结果出现过多迂回;f表示最小累积阻力与生态过程的正相关关系;任意两个生态源之间M值较低的区域形成的连通路线即为生态廊道。In this step, the calculation principle of the constraint minimum cumulative resistance model is as follows: Among them: M is the minimum cumulative resistance value; D cs is the distance from the space unit c to the source s; R c is the resistance coefficient of the space unit c to the ecological process diffusion, which is the combination of the surface cover type resistance K c and the adjustment factor T c ; B represents the bandwidth constraint of the ecological corridor (represented as a buffer zone) to avoid too many roundabouts in the calculation results of the corridor; f represents the positive correlation between the minimum cumulative resistance and the ecological process; the lower M value between any two ecological sources The connecting route formed by the region is the ecological corridor.
本实施例的步骤2中,生态迁徙标准阻力面是指根据地表覆盖类型并结合专家打分等方法确立的生态迁徙能量耗散值,其值越大,动植物生态扩散过程遇到的阻力也就越大。基于地表覆盖类型(如第三次全国国土调查土地利用现状分类标准)的生态迁徙标准阻力面上每个单元的值K设置方式如下表:In step 2 of this embodiment, the standard resistance surface of ecological migration refers to the energy dissipation value of ecological migration established according to the type of land cover and combining with expert scoring. bigger. The setting method of the value K of each unit on the resistance surface of the ecological migration standard based on the land cover type (such as the third national land survey land use status classification standard) is as follows:
表2生态迁徙标准阻力面上单元的最小累积阻力值Table 2 Minimum cumulative resistance values of units on the standard resistance surface of ecological migration
该步骤中,利用数字地表模型生成调节系数,主要是考虑地表形态对生物扩散的影响。例如,同样的林地覆盖类型,平原地区的林地比山区的林地具备更大的阻力;同样的商务用地,高层建筑比低层建筑对鸟类的影响更大。数字地表模型不仅包含了地形信息,而且还包括了建筑和树木等高度信息,更能反应地球表面三维空间特征。调节系数T可通过DSM的标准化计算,表示为T=H/Hmax,其中H表示单元的DSM值,Hmax表示所有DSM单元的最大值。In this step, the digital surface model is used to generate the adjustment coefficient, which mainly considers the influence of surface morphology on biological diffusion. For example, for the same forest cover type, the forest land in the plain area has greater resistance than the forest land in the mountains; the same commercial land, high-rise buildings have a greater impact on birds than low-rise buildings. The digital surface model not only contains terrain information, but also includes height information such as buildings and trees, which can better reflect the three-dimensional spatial characteristics of the earth's surface. The adjustment coefficient T can be calculated by the normalization of the DSM, and is expressed as T=H/H max , where H represents the DSM value of the unit, and H max represents the maximum value of all DSM units.
步骤3,在结构刚性容量上再叠加永久基本农田保护图斑,逐个明确每个永久基本农田保护图斑与建设需求的冲突等级,重点标识重大项目必须要调出的永农图斑和必须要“开天窗”保护的永农图斑;根据永久基本农田保护总量平衡基本要求,明确区域内哪些永农图斑可以进行异地补划或异地代保,并产生全部调保或者部分调保等多种永久基本农田保护方案;综合考虑生态安全格局需求和永久基本农田调保多情景方案,得到区域城市生态容量浮动范围,以此作为弹性生态容量。Step 3, superimpose the permanent basic farmland protection pattern on the rigid capacity of the structure, and clarify the conflict level between each permanent basic farmland protection pattern and construction requirements one by one, and focus on identifying the permanent farmland pattern that must be called out for major projects and the necessary Yongnong pattern protected by "open skylight"; according to the basic requirements of the total balance of permanent basic farmland protection, it is clear which permanent farm pattern in the area can be re-planned or protected in different places, and all or part of the insurance will be adjusted. A permanent basic farmland protection plan; comprehensively considering the needs of the ecological security pattern and the multi-scenario plan for the permanent basic farmland adjustment and protection, the floating range of the regional urban ecological capacity is obtained, which is used as the elastic ecological capacity.
其中,弹性生态容量的弹性下限就是永久基本农田图斑必须全部保护,严格限制城镇化开发;而弹性上限就是永久基本农田图斑全部调保,完全保障城镇化开发需求。不同的永久基本农田调保产生不同的弹性生态容量多情景方案。Among them, the elastic lower limit of the elastic ecological capacity is that all permanent basic farmland patches must be protected, and urbanization development is strictly limited; and the elastic upper limit is that all permanent basic farmland patches are guaranteed to fully meet the needs of urbanization development. Different permanent basic farmland transfer and protection produces different elastic ecological capacity multi-scenario schemes.
本实施例的步骤3中,逐个明确每个永久基本农田保护图斑与建设需求的冲突等级是根据永久基本农田耕地质量等级和建设需求的空间冲突分析,明确各个地块是否可以调整以及对应的调整路径分析问题。不同永久基本农田保护冲突分析可以得到多情景方案,是城市生态容量评估弹性分析的重要影响因素。冲突判别可以采用下表模式进行:In step 3 of this embodiment, the conflict level between each permanent basic farmland protection patch and construction demand is clarified one by one. Based on the spatial conflict analysis of the quality level of the permanent basic farmland and the construction demand, it is clear whether each plot can be adjusted and the corresponding Adjusted path analysis issues. The conflict analysis of different permanent basic farmland protection can obtain multi-scenario plans, which is an important influencing factor for the elastic analysis of urban ecological capacity assessment. Conflict discrimination can be performed in the following modes:
表3冲突判别表Table 3 Conflict discrimination table
该步骤中,充分考虑了永久基本农田保护的空间博弈。针对城镇发展与农田保护的空间冲突,引入重大项目调保和优质耕地“开天窗”必保等多元博弈策略,通过对永农地块保护的不确定性(如减保、减保、调保等)研判和多情景分析,使得城镇空间具备弹性特征,进而确定弹性生态容量范围。In this step, the spatial game of permanent basic farmland protection is fully considered. In response to the spatial conflict between urban development and farmland protection, multiple game strategies such as major project adjustment and insurance and high-quality farmland "opening the skylight" must be guaranteed, and through the uncertainty of the protection of Yongnong plots (such as insurance reduction, insurance reduction, insurance adjustment, etc. ) research and multi-scenario analysis, so that the urban space has elastic characteristics, and then determines the scope of elastic ecological capacity.
步骤4,根据区域社会经济发展战略和国土空间开发定位,对弹性生态容量多情景方案进行优选,根据上级规划下达的永久基本农田调保指标确立满足区域社会经济发展的最优容量情景;以最优容量情景为基本约束,结合规划目标年社会经济发展建设用地规模需求,采用斑块元胞自动机模型(Patch-based Cellular Automata,Patch-CA)模拟从现状到目标年的城镇增长时空序列演化情景;以 Patch-CA模拟的城镇增长格局为基础,利用GIS地图制图综合工具,对模拟的城镇增长斑块进行平滑和简化,最终生成区域城镇开发边界建议方案。Step 4: According to the regional social and economic development strategy and the positioning of land and space development, the multi-scenario plan for elastic ecological capacity is optimized, and the optimal capacity scenario that meets the regional social and economic development is established according to the permanent basic farmland adjustment and protection index issued by the superior plan; The optimal capacity scenario is the basic constraint. Combined with the scale demand of social and economic development construction land in the planning target year, the Patch-based Cellular Automata (Patch-CA) model is used to simulate the spatiotemporal sequence evolution of urban growth from the status quo to the target year. Scenario: Based on the urban growth pattern simulated by Patch-CA, the simulated urban growth patches are smoothed and simplified by using the comprehensive tools of GIS mapping, and finally the proposed regional urban development boundary proposal is generated.
其中,多情景方案根据农田保护要求不同而产生,最优容量情景根据上级下达的指标来确定,城镇增长格局由斑块扩充元胞自动机模型得到。Among them, the multi-scenario scheme is generated according to different requirements for farmland protection, the optimal capacity scenario is determined according to the indicators issued by the superior, and the urban growth pattern is obtained by the patch expansion cellular automata model.
该步骤中,通过弹性生态容量优选确定区域建设空间的基本导向和空间约束,然后将重大项目选址作为已知种子点,采用种子扩充方式实现Patch-CA,然后根据区域社会经济发展建设用地需求模拟区域城镇增长时空序列变化。In this step, the basic orientation and spatial constraints of the regional construction space are determined through the optimization of elastic ecological capacity, and then the site selection of major projects is used as a known seed point, and Patch-CA is realized by the method of seed expansion, and then according to the needs of regional social and economic development construction land Simulate the spatiotemporal changes in the growth of regional towns.
本实施例的步骤4中,Patch-CA是一套通用的网格动力学模型框架,即将区域空间离散化为若干标准网格(如100m×100m),然后通过模拟每个网格的状态变化(即用地类型标识码是否为城市)来模拟整个城市复杂系统的演变。Patch-CA在执行元胞状态演化时不是按单元逐个更新,而是则采用种子扩充策略进行斑块式增长。其中,种子单元主要根据重大项目选址和随机选址的混合方式选择,斑块式增长则是以种子单元为中心进行仿制图章填充。In step 4 of this embodiment, Patch-CA is a set of general grid dynamics model framework, that is, the regional space is discretized into several standard grids (such as 100m×100m), and then the state changes of each grid are simulated by (that is, whether the land type identification code is a city) to simulate the evolution of the entire urban complex system. When Patch-CA performs cell state evolution, it does not update cell by cell, but uses seed expansion strategy for patch growth. Among them, the seed unit is mainly selected according to the mixed method of major project site selection and random site selection, and the patch growth is filled with imitation stamps centered on the seed unit.
本实施例的步骤4中,Patch-CA种子单元的选择策略分别是:种子初始位置以区域项目选址库为基础,将选址需求位于弹性生态容量范围内的地块录入为 Patch-CA的固定种子,同时根据扩张概率大小产生一些随机种子,Patch-CA模型在演化迭代时以这些初始种子为基础进行斑块扩充;种子位置的更新则是在上一次迭代种子斑块扩充区域一定缓冲区内再随机产生一批新的种子,新种子的位置应避免与现状城镇距离过远或太近,缓冲区大小一般可默认为扩充斑块的最大外径。In step 4 of this embodiment, the selection strategies of Patch-CA seed units are: the initial position of the seeds is based on the regional project site selection database, and the plots whose site selection requirements are within the range of the elastic ecological capacity are entered as Patch-CA's The seeds are fixed, and some random seeds are generated according to the expansion probability. The Patch-CA model performs patch expansion based on these initial seeds during evolution iteration; the update of the seed position is a certain buffer area in the patch expansion area of the seed in the previous iteration. A batch of new seeds will be randomly generated inside. The location of the new seeds should avoid being too far or too close to the current town. The size of the buffer zone can generally default to the maximum outer diameter of the expanded patch.
本实施例的步骤4中,仿制图章的产生策略是根据斑块增长窗口大小(视规划区域的大小而定,规划区域面积越大,窗口尺寸也应适当扩大,默认值可设置为1000m*1000m)从历史变化过程中随机提取若干斑块增长样例。为保障斑块式增长的多样性,可以提取成千上万个仿制图章,种子单元在填充时随机从仿制图章库中选择一种图章进行填充即可。In step 4 of this embodiment, the generation strategy of the imitation stamp is based on the size of the patch growth window (depending on the size of the planning area, the larger the planning area, the larger the window size should be, and the default value can be set to 1000m*1000m ) randomly extract several patch growth samples from the historical change process. In order to ensure the diversity of patch growth, thousands of imitation stamps can be extracted, and the seed unit can randomly select a kind of stamp from the imitation stamp library to fill in when filling.
综上所述,本发明构建了从基础刚性容量到结构刚性容量再到弹性生态容量的完整分析路径。三种生态容量分别从三种视角按照层次递进的策略推导了区域最佳城镇增长方案,兼顾了城市生态容量的刚性和弹性特征,为国土空间规划落实粮食安全(永农保护)、生态安全(生态格局)和人类发展(开发边界)提供了可操作路径。To sum up, the present invention constructs a complete analysis path from basic rigid capacity to structural rigid capacity to elastic ecological capacity. The three types of ecological capacity respectively deduce the optimal urban growth plan in the region from three perspectives according to the progressive strategy, taking into account the rigid and elastic characteristics of the urban ecological capacity, and implement food security (protection of Yongnong) and ecological security for the national land space planning. (ecological patterns) and human development (development boundaries) provide actionable pathways.
以上实施例仅用以说明本申请的技术方案,而非对其限制;尽管参照前述实施例对本申请进行了详细的说明,本领域的普通技术人员应当理解:其依然可以对前述各实施例所记载的技术方案进行修改,或者对其中部分技术特征进行等同替换;而这些修改或者替换,并不使相应技术方案的本质脱离本申请各实施例技术方案的精神和范围,均应包含在本申请的保护范围之内。The above embodiments are only used to illustrate the technical solutions of the present application, but not to limit them; although the present application has been described in detail with reference to the foregoing embodiments, those of ordinary skill in the art should understand that: The recorded technical solutions are modified, or some technical features thereof are equivalently replaced; and these modifications or replacements do not make the essence of the corresponding technical solutions deviate from the spirit and scope of the technical solutions of the embodiments of the application, and should be included in the application. within the scope of protection.
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