首页|基于复杂网络理论的生态网络优化——以济南市为例

基于复杂网络理论的生态网络优化——以济南市为例

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城市的快速发展导致部分区域生境质量下降,斑块破碎化程度加深.通过构建生态网络可以促进城市生境物质能量流动,提升城市生态系统服务功能.本研究以济南市为研究区域,运用MSPA分析土地利用数据提取出生态源地,通过构建综合阻力面结合Linkage Mapper工具识别生态廊道构建济南市生态网络.并运用电路理论识别生态节点进一步完善生态网络.其次,将生态节点抽象为点,廊道抽象为边,将重力模型计算的廊道间引力作为边权导入Gephi中进行拓扑指标度、介数中心性计算.通过边权与度计算生态节点权重,运用权-度相关性理论对生态网络进行增边优化,并对优化前后的生态网络进行不同攻击模式下的鲁棒性分析.结果显示济南市生态网络由36个生态节点与42条生态廊道构成,主要分布在中南部地区.对济南市生态网络进行优化,共增加6个生态源地,3个踏脚石,12条生态廊道.优化后的生态网络连接鲁棒性明显增强,网络的稳定性与连通性都有所提升.
Ecological Network Optimization Based on Complex Network Theory:A Case Study of Jinan City
The rapid urban development has led to a decline in habitat quality in certain areas,accompanied by an increased degree of fragmentation.Constructing an ecological network is proposed as a solution to promote the flow of material and energy within urban habitats,thereby enhancing the ecosystem services.This study focuses on Jinan City and utilizes Multiple Scale Patch Analysis(MSPA)to analyze land use data and extract ecological source areas.By constructing a comprehensive resistance surface and combining it with the Linkage Mapper tool,potential ecological corridors are identified to establish an ecological network in Jinan City.Circuit theory is then applied to identify ecological nodes,further refining the ecological network.Subsequently,abstracting ecological nodes as points and corridors as edges,the gravitational model is used to calculate inter-corridor attraction as edge weights,imported into Gephi for topological index and betweenness centrality calculations.Ecological node weights are computed based on edge weights and degrees,and weight-degree correlation theory is applied for edge addition optimization.The robustness of the ecological network is evaluated before and after optimization under different attack scenarios.Results indicate that Jinan City's ecological network consists of 36 ecological nodes and 42 ecological corridors,primarily concentrated in the central-southern region.Optimization of the ecological network involves adding 6 ecological source areas,3 stepping stones,and 12 ecological corridors.The optimized ecological network exhibits significantly enhanced connectivity robustness,improving both stability and connectivity of the network.

ecological networkcomplex networkrobustnessblue-green space

陈雨如、黄文澜、唐雅兰、陆东芳

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福建农林大学风景园林与艺术学院,福建福州 350108

生态网络 复杂网络 鲁棒性 蓝绿空间

2024

山东林业科技
山东省林科院 山东林学会

山东林业科技

影响因子:0.298
ISSN:1002-2724
年,卷(期):2024.54(2)
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