"双碳"目标下主要粮食作物生产净碳汇时空演变特征及其驱动因素OACHSSCD
Spatiotemporal evolution and driving factors of net carbon sequestration in major grain crop production under the dual-carbon goals:a case study of prefecture-level cities in the Yangtze River Delta region
粮食生产兼具碳源与碳汇的双重属性.厘清长三角地区主要粮食作物生产净碳汇的时空演变特征及其驱动因素,对于推动"双碳"目标下我国粮食产业的减排与固碳政策实施具有重要意义.基于碳源-碳汇双重视角,以长三角地区为研究对象,采用碳排放系数法和参数估计法测算长三角地区41个地级市2011-2022年的主要粮食作物生产碳排放量、碳吸收量及净碳汇总量,综合运用ArcGIS可视化方法、标准差椭圆和趋势面分析刻画主要粮食作物生产净碳汇的时空演变规律,进而结合最优参数地理探测器与时空地理加权回归方法明确主要粮食作物生产净碳汇的主要驱动因素.结果表明:①研究期内,长三角地区主要粮食作物生产净碳汇总量总体呈上升趋势,由2011年的4151.38×104 t增至2022年的4279.64×104 t,累计增幅为3.09%,表明碳汇功能持续增强;②空间分布上,高值区主要集中在苏北和皖北地区,低值区则位于浙南和皖南地区;③标准差椭圆主轴始终呈现西北-东南走向,空间重心主要集中于滁州与淮安交界区域,且核心区逐步向北部延伸;④日照时数、有效灌溉率、平均气温和化肥施用强度为主要驱动因子,其解释力均超过53%,且存在显著的交互效应;⑤时空地理加权回归结果显示,各驱动因子对净碳汇的影响存在显著时空异质性.为此,应优化区域粮食生产要素配置,深化农业供给侧结构性改革,构建低碳粮食生产技术与政策体系.
Grain production exhibits the dual attributes of being both a carbon source and a carbon sink.Clarifying the spatiotemporal evolution characteristics of the net carbon sink of major grain crop production in the Yangtze River Delta region,as well as its driving factors,is of great importance for promoting emission reduction and carbon sequestration policies within China's grain industry under the national"dual carbon"goals.From the dual perspective of carbon sources and carbon sinks,this study takes the Yangtze River Delta region as its research area.It estimates the carbon emissions,carbon absorption,and total net carbon sink of major grain crop production in 41 prefecture-level cities from 2011 to 2022,employing the carbon emission coefficient method and the parameter estimation method.ArcGIS visualization,standard deviation ellipse analysis,and trend surface analysis were comprehensively applied to describe the spatiotemporal evolution of the net carbon sink of grain production.Furthermore,the optimal parameter geographic detector and the geographically and temporally weighted regression methods were used to identify the primary driving factors affecting the net carbon sink.The results indicate the following:(1)During the study period,the total net carbon sink of major grain crop production in the Yangtze River Delta region exhibited an overall upward trend,increasing from 4151.38 × 104 tons in 2011 to 4279.64 × 104 tons in 2022,with a cumulative growth rate of 3.09 percent.This suggests a continuous strengthening of the carbon sink function in grain production systems.(2)In terms of spatial distribution,the high-value areas of the net carbon sink were mainly concentrated in the northern parts of Jiangsu Province and Anhui Province,while the low-value areas were located in the southern parts of Zhejiang Province and Anhui Province.(3)The main axis of the standard deviation ellipse consistently displayed a northwest-southeast orientation,with the spatial centroid primarily concentrated near the border area between Chuzhou City and Huai'an City.Moreover,the core area of the net carbon sink gradually extended northward over time.(4)Sunshine duration,effective irrigation rate,average temperature,and fertilizer application intensity were identified as the main driving factors influencing the net carbon sink of major grain crop production.Each of these factors exhibited an explanatory power exceeding 53 percent,and significant interactive effects were observed among them.(5)The geographically and temporally weighted regression results revealed pronounced spatiotemporal heterogeneity in the effects of different driving factors on the net carbon sink.The impacts of climatic factors and agricultural input variables demonstrated distinct spatial differentiation and temporal variation patterns,reflecting the complex and dynamic mechanisms underlying agricultural carbon balance.In conclusion,to further enhance the carbon sequestration capacity of grain production in the Yangtze River Delta region,it is essential to optimize the regional allocation of agricultural production elements,deepen the structural reform of the agricultural supply side,and develop an integrated low-carbon grain production technology and policy system.Such measures will help achieve the synergistic goals of ensuring national food security and advancing carbon neutrality.This research provides both theoretical and empirical support for constructing sustainable,low-carbon agricultural development pathways in China and offers valuable insights for regional agricultural carbon management and policy-making.
周镕基;廖彪;吴思斌
衡阳师范学院经济与管理学院,衡阳 421002||衡阳师范学院湖南省乡村产业振兴研究中心,衡阳 421002衡阳师范学院经济与管理学院,衡阳 421002美国得克萨斯大学大河谷校区商学院,得克萨斯78541
主要粮食作物净碳汇长三角地区驱动因素最优参数地理探测器时空地理加权回归
major grain cropsnet carbon sequestrationYangtze River Deltadriving factorsoptimal parameter geographic detectorgeographically and temporally weighted regression
《生态学报》 2026 (5)
2380-2397,18
国家社会科学基金一般项目(21BJY257)湖南省创新平台开放基金项目(2025HSKFJJ025)湖南省新农科研究与改革实践项目([2025]131-76)
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