基于多尺度的矿区植被NPP演变特征及影响因子分析

Multi-scale analysis of vegetation NPP evolution characteristics and influencing factors in mining areas

  • 摘要: 煤矿区地表生态受到地形、植被、气象及开采扰动等多种因素时空交织的影响。针对现有植被净初级生产力(NPP)研究多侧重宏观尺度而缺乏精细解析的问题,文中以神东矿区及上湾矿为研究对象,构建“矿区-煤矿-工作面”多级评价单元,结合干旱半干旱区高密度开采、风沙地貌等生态本地特征,采用优化CASA模型与概率积分法,集成30 m分辨率遥感数据与地表变形参数,系统揭示2000—2023年植被NPP的时空演变规律及多尺度驱动机制。研究结果表明:多尺度下NPP均呈增长趋势(矿区2.8 %、煤矿2.9 %、工作面3.2 %),但工作面尺度受局部采矿扰动呈现阶段性下降;矿区和煤矿尺度NPP受降雨及归一化植被指数(NDVI)主导(r最高0.98),而工作面尺度NPP与地表水平变形显著负相关(r =-0.66),阐明了开采直接物理损伤的微观机制。提出“分区调控”治理策略:矿区尺度需强化气候适应性植被恢复,工作面尺度应优先控制水平变形,并建立采后3年内生态修复窗口期。

     

    Abstract: The surface ecology of coal mining areas is influenced by the spatiotemporal interplay of various factors such as topography, land type, vegetation, meteorology, and mining disturbances. Addressing the issue that existing research on vegetation Net Primary Productivity (NPP) often focuses on macro scales while lacking detailed analysis, this study takes the Shendong Mining Area and Shangwan Mine as research subjects. It establishes a multi-level evaluation framework of "mining area-coal mine-working face", incorporating ecological background characteristics such as high-density mining in arid and semi-arid regions and aeolian landforms. By employing an optimized CASA model and the probability integral method, and integrating 30-meter resolution remote sensing data with surface deformation parameters, the study systematically reveals the spatiotemporal evolution of vegetation NPP from 2000 to 2023 and its multi-scale driving mechanisms. The research findings indicate: NPP shows an increasing trend across multiple scales (2.8 % in the mining area, 2.9 % in the coal mine, and 3.2 % at the working face), though the working face scale exhibits periodic declines due to localized mining disturbances. At the mining area and coal mine scales, NPP is primarily driven by rainfall and NDVI (with r values up to 0.98), while at the working face scale, NPP shows a significant negative correlation with horizontal surface deformation (r=-0.66), elucidating the micro-mechanisms of direct physical damage from mining. A "zonal management" governance strategy is proposed: at the mining area scale, climate-adaptive vegetation restoration should be strengthened, while at the working face scale, priority should be given to controlling horizontal deformation, with the establishment of a three-year post-mining ecological restoration window.

     

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