分区视角下中国植被NPP时空演变及自然‑人作用响应机制

Spatiotemporal evolution of vegetation NPP and its response to natural‑human interactions in China from a regional perspective

  • 摘要: 基于MOD17A3H数据,采用重心模型、偏相关分析和地理探测器等方法,从分区视角揭示2000—2022年中国植被净初级生产力(Net Primary Productivity,NPP)时空演变格局,阐明不同生态子区与历史时期植被NPP对气候与人类活动的响应机制。结果表明:(1)中国植被NPP总体呈南高北低、东高西低的空间分布格局,各生态子区分布存在空间异质性;(2)东北、西北、华北地区NPP重心向南迁移,西南、中南、华东地区重心向北迁移;(3)2000—2009年人类活动主导NPP增加,2010—2022年气候变化主导NPP增加;(4)不同因子与NPP的偏相关性存在空间异质性;(5)华北地区人类活动因子交互影响增强,西南地区人类活动对NPP影响较弱。

     

    Abstract: Based on MOD17A3H data, the gravity center model, partial correlation analysis and geographical detector methods were used to reveal the spatiotemporal evolution patterns of vegetation NPP in China from 2000 to 2022 from a regional perspective, and to elucidate the response mechanisms of vegetation NPP to climate and human activities in different ecological subregions and historical periods. The results indicated that: (1) The overall spatial distribution of vegetation NPP in China showed a pattern of higher values in the south and lower in the north, and higher in the east and lower in the west, with spatial heterogeneity in the distribution across ecological subregions; (2) The gravity center of NPP in the northeast, northwest, and north China regions had shifted southward, while in the southwest, central south, and east China regions, it had shifted northward; (3) Human activities dominated the increase in NPP from 2000 to 2009, whereas climate change dominated the increase from 2010 to 2022; (4) The partial correlations between different factors and NPP exhibited spatial heterogeneity; (5) The interactive effects of human activity factors had strengthened in the north China region, while human activities had a weaker impact on NPP in the southwest region.

     

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