College of Landscape Architecture and Architecture, Zhejiang A&F University, Hangzhou, 311300, China.
Institute of Ecological Civilization and Institute of Carbon Neutrality, Zhejiang A&F University, Hangzhou, 311300, China.
Environ Sci Pollut Res Int. 2024 Mar;31(12):18512-18526. doi: 10.1007/s11356-024-32360-8. Epub 2024 Feb 12.
Blue-green infrastructure (BGI) plays a crucial role in regulating urban carbon cycles. Nonetheless, the spatiotemporal effect of BGI on carbon emissions has not received extensive attention. This study used the Yangtze River Delta (YRD) region as the study area and quantified the landscape patterns of BGI. Using a spatiotemporal geographically weighted regression model, we analyzed the impact of evolving spatiotemporal characteristics of BGI on carbon emissions. Additionally, we constructed a spatiotemporal weight matrix using the Moran index ratio to examine the spillover effects of BGI among different regions. Our results show that the aggregation effect of carbon emissions in the YRD region is gradually increasing while BGI has a dynamic impact on carbon emissions. In terms of spatial and temporal spillovers, under the influence of economic connections between regions, patch fragmentation and distance exert a persistent positive influence on carbon emissions, while shape complexity has a negative impact, with area and layout characteristics showing no significant effects. However, area and patch distance have a persistent positive influence on carbon emissions in adjacent areas, while shape complexity exhibits a negative impact. Therefore, optimizing urban BGI through a regional synergistic governance system is important to promote low-carbon urban development.
蓝绿基础设施(BGI)在调节城市碳循环方面发挥着关键作用。然而,BGI 对碳排放的时空效应尚未受到广泛关注。本研究以长江三角洲(YRD)地区为研究区域,量化了 BGI 的景观格局。利用时空地理加权回归模型,分析了 BGI 时空演变特征对碳排放的影响。此外,我们还构建了时空权重矩阵,使用 Moran 指数比来检验不同地区之间 BGI 的溢出效应。研究结果表明,YRD 地区碳排放的集聚效应逐渐增强,而 BGI 对碳排放具有动态影响。在时空溢出方面,在区域经济联系的影响下,斑块破碎化和距离对碳排放持续产生正向影响,而形状复杂度则产生负向影响,面积和布局特征则没有显著影响。然而,面积和斑块距离对相邻地区的碳排放持续产生正向影响,而形状复杂度则产生负向影响。因此,通过区域协同治理系统优化城市 BGI 对于促进低碳城市发展至关重要。