北京市生态系统服务演变及其对城市化的多尺度响应
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山西省基础研究计划项目(20211089);优秀来晋博士科研项目(20212070);山西省高等学校科技创新项目(2021L316)


Changes of ecosystem services in Beijing and its multi-scale response to urbanization
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    摘要:

    近年来,城市化与生态系统服务关系的研究日益受到关注。然而,在不同尺度上两者之间的关系尚不清晰。因此,研究旨在探讨北京市生态系统服务与城市化之间的关系,以及这种关系是否以及如何在时间和空间尺度上发生变化。研究采用InVEST模型量化了水源供给、生境质量和土壤保持服务,利用归一化植被指数(NDVI)和MOD17A3HGF分别量化了粮食供给和碳储存服务,并选取了国内生产总值、人口密度、城市建设用地面积占比和夜间灯光指数(NTL)作为城市化指标。通过热点分析、相关性分析和广义可加模型等方法,分析了生态系统服务与城市化指标(国内生产总值、人口密度、城市建设用地面积占比和夜间灯光指数)之间的线性和非线性关系。研究结果表明:(1)2000-2020年,北京市生境质量和粮食供给服务呈下降趋势,而水源供给、碳储存和土壤保持服务总体呈增长趋势。同时,国内生产总值、夜间灯光指数和人口密度也呈现显著增长趋势;(2)水源供给和粮食供给的高值主要分布在平原区,碳储存、生境质量和土壤保持服务呈现相反的空间分布特征。城市化指标的高值主要集中在中部和南部地区。(3)在网格尺度上,随着夜间灯光指数、人口密度和国内生产总值的增加,粮食供给和生境质量服务呈先降后增的趋势,而碳储存和水源供给服务则呈先增后减的趋势;在县域尺度上,随着城市化指标的增加,粮食供给、生境质量、碳储存和土壤保持服务整体呈波动下降的趋势,水源供给则呈波动上升趋势。研究明确了城市化对生态系统服务的影响,并强调了城市化及生态系统服务关系间的尺度效应,为北京市生态系统管理提供了参考。

    Abstract:

    In recent years, research on the relationship between urbanization and ecosystem services has aroused increasing attention. However, the relationship between the two at different scales remains unclear. Therefore, this study aims to investigate the relationship between ecosystem services and urbanization in Beijing, as well as whether and how this relationship changes over time and space. The study employs the InVEST model to quantify water supply, habitat quality, and soil conservation, while NDVI and MOD17A3HGF are utilized to quantify food provision and carbon storage, respectively. Additionally, domestic gross product (GDP), population density (PD), urban land proportion (ULP), and nighttime light intensity (NTL) are selected as urbanization indicators. Through hotspot analysis, correlation analysis, and generalized additive models, we analyze the linear and nonlinear relationships between ecosystem services and urbanization indicators (GDP, PD, ULP, and NTL). The results indicate that: (1) From 2000 to 2020, habitat quality and food provision in Beijing showed a declining trend, while water provision, carbon storage, and soil conservation exhibited an overall increasing trend. Simultaneously, GDP, NTL, and PD also displayed significant growth trends; (2) High values of water and food provision are mainly distributed in plain areas, while carbon storage, habitat quality, and soil conservation exhibit contrasting spatial distribution characteristics. High values of urbanization indicators are concentrated in the central and southern regions; (3) At the grid scale, with the increase of NTL, PD, and GDP, food provision and habitat quality showed a trend of initial decline followed by an increase, while carbon storage and water provision showed a trend of initial increase followed by a decrease. At the county scale, with the increase of urbanization indicators, food provision, habitat quality, carbon storage, and soil conservation overall exhibited a fluctuating declining trend, while water provision shows a fluctuating increasing trend. This study clarifies the impact of urbanization on ecosystem services and emphasizes the scale effect between urbanization and ecosystem service relationships, providing insights for ecosystem management in Beijing.

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田慧霞,覃阳毅,李祖政,韩丛海,丁庆伟,李芊垚,任巧慧,代伟,秦贺兰,陈洪菲,王建超,程小琴.北京市生态系统服务演变及其对城市化的多尺度响应.生态学报,2025,45(5):2209~2224

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