基于RSEI模型的平朔矿区生态环境变化研究

    Study on ecological environment change in Pingshuo Mining Area based on RSEI model

    • 摘要: 矿区生态环境问题涉及到社会经济可持续发展,一直是社会普遍关注的问题。本文选取1987年、1998年、2007年、2013年、2018年五期遥感影像为数据源,提取绿度、湿度、干度、热度指标,采用主成分分析法计算各指标贡献率,构建RSEI模型,研究平朔矿区32年的生态环境质量及其变化趋势。结果表明:1987—2007年,受煤炭开采的影响,平朔矿区生态环境质量下降,RSEI指数由0.564下降至0.512;2007—2018年,平朔矿区大力开展生态恢复治理工作,生态环境逐渐改善,RSEI指数逐渐上升至0.576,生态质量优与较优等级的面积分别提高了4.14%和3.65%。平朔矿区北部地区生态质量较好,安家岭露天矿、安太堡露天矿周边及南部地区生态质量较差,经过生态恢复治理后,矿区周边及南部地区生态环境得到改善。本文建议后续仍应着重开展南部地区生态治理工作,注重整体土地利用的协调性。

       

      Abstract: The ecological environment of mining area involves the sustainable development of social economy, and has always been the focus problem of social concern.In this paper, the remote sensing ecological index (RSEI)is used as the main indicator of ecology quality, Landsat images of 1987, 1998, 2007, 2013 and 2018 are used as data sources to extract indexes of green, humidity, dryness and heat.The contribution rate of each index is calculated by principal components analysis(PCA)to build a RSEI model to monitor and to analyse 32 years ecology quality of Pingshuo Mining Area.The results show that from 1987 to 2007, due to the influence of coal mining, the ecology quality of mining area decreases with the RSEI model decreases from 0.564 to 0.512; from 2007 to 2018, because of the ecological restoration and management work have been carried out vigorously in the mining area, the ecology is gradually improved with the RSEI model increases to 0.576.Meanwhile, the area of excellent level and good level increases 4.14%, 3.65% respectively.The overall ecology quality in the northern part of the mining area is better than that of the southern part and the area around Anjialing and Antaibao coal mines.After ecological restoration, the ecological environment around the coal mines and their southern area has been improved.This paper suggests that the follow-up ecological restoration should be held more on the southern part, integrating with the overall land use planning.

       

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