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基于MODIS的神东矿区植被覆盖时空变化分析

Analysis on spatio-temporal variations of vegetation cover in Shendong mining area base on MODIS

  • 摘要: 利用2010-2019年MODIS的NDVI与EVI时间序列数据,采用最小二乘法的线性回归分析和显著性检验,基于NDVI与EVI相对于年度的变化率,研究10a间神东矿区植被覆盖的时空变化特征。研究表明:1)从空间分布上分析,神东矿区NDVI与EVI呈现东北部与少量矿井周边偏低,毛乌素沙漠边缘基本不变,东南部及红碱淖沿岸部分区域较高的分布特征;2)从时间变化上分析,2010-2019年神东矿区植被覆盖区域年均NDVI与EVI均值在0.2-0.3与0.1-0.2之间波动,植被覆盖区域NDVI与EVI呈现明显增长的趋势;3)从NDVI与EVI的变化趋势分析,改善的区域分别占植被覆盖区域的95.73%与91.12%,退化的区域分别占2.97%与2.72%,稳定不变区域分别占1.31%与6.17%。根据分析结果,研究区植被覆盖显著增多,生态环境持续向好发展。

     

    Abstract: By building MODIS NDVI and EVI time series data sets from 2010 to 2019 in Shendong mining area,linear regression analysis of the least square method and significance test were used to study the temporal and spatial change characteristics of vegetation coverage in the Shendong mining area between 10 years,based on the relative annual change rate of NDVI and EVI.The research shows:1) from the distribution of the annual NDVI and EVI,the vegetation coverage of Shendong mining area is low in the northeast and a few mines,and the distribution characteristics of the edge of the Mu Us Desert are basically unchanged,the southeast and some areas along the Lake Hongjiannao are relatively high;2) from the time variation of annual NDVI and EVI in the vegetation covered area in Shendong mining area,the values of NDVI and EVI fluctuate between 0.2-0.3 and 0.1-0.2 from 2010 to 2019.The vegetation coverage area NDVI and EVI showed a significant increase;3) from the spatial trends of NDVI and EVI,where the values of NDVI increase occupies 95.73% and 91.12% of the vegetation covered area,while the area where the values of NDVI decrease accounts for 2.97% and 2.72%,1.31% and 6.17% of the vegetation covered area remained unchanged.According to the analysis results,the vegetation coverage has increased significantly and the ecological environment has continued to improve in Shendong mining area.

     

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