基于综合指数的干旱区露天煤矿扰动距离提取方法

A method for extracting disturbance distances of open-pit coal mining in arid regions based on comprehensive index

  • 摘要: 随着中国能源开发重心西移,新疆等干旱荒漠区的煤炭开采活动日益频繁,给区域生态环境带来了巨大压力。为实现矿区精准治理修复,确定干旱区煤炭开采扰动距离至关重要。基于融合植被、土壤和水体的综合指标——地表煤矿生态指数(SurMEI),以采场几何中心为原点沿36个方向布设缓冲样带,通过对比各距离处该指标的时序波动程度,提取露天煤矿开采扰动距离。研究结果表明:相比归一化植被指数(NDVI),SurMEI更能捕捉干旱区生态环境变化,能够有效识别扰动范围,整体识别准确率为91.25%;采矿扰动在采场附近最为显著,且随着距离的增加逐渐减弱;不同方向的扰动距离为780~8 970 m,间接扰动距离(扰动距离减去采-排用地距离)为200~1 500 m(平均896.47 m),体现出煤炭开采影响范围的有界性;不同方向间接扰动距离的变异系数为0.775 3,表明采矿活动对生态环境的影响具有方向异质性。研究结果对干旱区露天煤矿开采生态质量监测及矿区精准生态修复具有重要指导意义。

     

    Abstract: As China is shifting its focus of energy development westward, coal mining activities in arid desert regions such as Xinjiang are becoming increasingly frequent, placing substantial pressure on the regional ecological environment. To achieve precise management and restoration of mining areas, it is crucial to determine the disturbance distance of coal mining in arid regions. In this study, the disturbance distances of open-pit coal mining are extracted by comparing, along 36 directions of buffer transects from the pit's geometric center, the degree of temporal fluctuation of the composite indicator SurMEI at different distances, based on this indicator as it integrates vegetation, soil, and water. Results demonstrate that SurMEI is more effective in capturing ecological changes in arid regions and in delineating disturbance scopes compared to the normalized difference vegetation index (NDVI), with an overall identification accuracy of 91.25%. The intensity of mining disturbance was the most pronounced near the mining sites and gradually weakened with increasing distance. The disturbance distance in different directions ranged from 780 to 8 970 meters, and the indirect disturbance distance obtained by subtracting the distance of mining-dumping land from the disturbance distance ranged from 200 to 1 500 meters, with an average of 896.47 meters, reflecting the bounded nature of the impact range of coal mining activities. Additionally, the variation coefficient of indirect disturbance distances in different directions was 0.775 3, reflecting the directional heterogeneity of mining impact on the ecological environment. These findings provide important guidance for monitoring the ecological quality of open-pit coal mining in arid regions and for achieving precise ecological restoration in mining areas.

     

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