成渝城市群县域碳平衡与人类活动强度的关联性
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国家自然科学基金项目(41781108)


County-based study on the correlation between carbon balance and human activity intensity in the Chengdu-Chongqing City Cluster
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    摘要:

    碳平衡可表征区域碳排放/碳吸收在数量或质量的匹配或协调状态,人类活动以不同的方式和强度干预区域碳循环过程,二者的关联性研究对于应对全球气候变化、践行区域"双碳"目标达成和制定区域生态补偿制度等均具有重要意义。研究在县域尺度下以成渝城市群为研究对象,基于多源遥感数据和统计数据进行碳平衡与人类活动强度时空格局演变分析,并借助双变量空间自相关以及地理探测器(Geodetector)探析研究区碳平衡与人类活动强度的关联性。结果表明:①研究期内,碳平衡压力指数(CBPI)高值区呈现"双C"环抱式分布,以成都和重庆为两极分别向东北-西南呈弧形延伸并逐渐衰减,四川盆地西南缘为CBPI低值区;CBPI具有明显空间异质性和聚集性,各区县以碳盈余为主且CBPI多呈下降态势。②研究期内,成渝城市群人类活动强度(HAI)显著增高(21.2%/a),由"双核心轴线圈层"城市群逐渐向"互联互通网络型"城市群演进。③成渝城市群CBPI与HAI存在着强空间正相关性,并呈现较强的相似聚集特点。研究区空间平均相关系数约为0.94,其中乐至县(0.98)和大渡口区(0.98)最为显著,双变量相关性系数为0.675,聚集类型主要以"低-低"聚集、"高-高"聚集为主。④成渝城市群碳平衡主导因子以人类活动类因子为主,其中经济水平和人口密度是主导影响因素,NDVI为自然类因子中的主要贡献因子。研究结果有助于成渝城市群实现"双碳"目标,并对相关城市规划与发展提供理论借鉴和实践参考。

    Abstract:

    Carbon balance can signify the alignment or harmonization of regional carbon emissions and carbon absorption, both quantitatively and qualitatively. Human activities exert varying influences and varying degrees of impact on the regional carbon cycle. Investigating the correlation between these factors is crucial for addressing global climate change, realizing regional 'double carbon’ objectives, and devising regional ecological compensation mechanisms. This study takes the Chengdu-Chongqing city cluster as the research object at the county scale. Utilizing multi-source remote sensing and statistical data, this study analyzes the spatiotemporal evolution of carbon balance and the intensity of human activities, and examines the correlation between carbon balance and human activity intensity within the study area using bivariate spatial autocorrelation and the Geodetector method. The findings indicated that: ①Throughout the study period, regions with high carbon balance pressure index (CBPI) values displayed a ‘double C’ shaped distribution, centered around Chengdu and Chongqing, extending in a northeast-southwest direction and diminishing gradually, while the southwestern edge of the Sichuan Basin represented a low CBPI value area. CBPI has obvious spatial heterogeneity and aggregation, and each district and county is dominated by carbon surplus and CBPI is mostly declining.② During the study period, the human activity intensity (HAI) of Chengdu-Chongqing city cluster increased significantly (21.2%/a), and gradually evolved from the " dual-core axis circle " city cluster to the " interconnected network " city cluster. ③A robust positive spatial correlation exists between CBPI and HAI within the Chengdu-Chongqing city cluster. The bivariate correlation coefficient, at 0.675, suggests that both exhibit pronounced similar clustering patterns, predominantly 'low-low' and 'high-high' clusters. ④The dominant factors of carbon balance in Chengdu-Chongqing city cluster are mainly human activities, among which economic level and population density are the dominant factors, and NDVI is the main contribution factor of natural factors. The research results are helpful for Chengdu-Chongqing city cluster to achieve the goal of " double carbon, " and provide theoretical reference and practical reference for relevant urban planning and development.

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刘欣怡,张正勇,刘琳,张明羽,高煜,曹宇,张雪莹,陈泓瑾,余凤臣,马柔.成渝城市群县域碳平衡与人类活动强度的关联性.生态学报,2025,45(11):5246~5262

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