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Luobei graphite mines surrounding ecological environment monitoring Based on high-resolution satellite data

机译:基于高分辨率卫星数据的罗北石墨矿山周边生态环境监测

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摘要

Graphite is one of the important industrial mineral raw materials, but the high content of heavy metals in tailings may cause soil pollution and other regional ecological environmental problems. Luobei has already become the largest production base of graphite. To find out the ecological situation in the region, further ecological risk analysis has been carried out. Luobei graphite mine which is located in Yabdanhe basin has been selected as the study area, SVM classifiers method with the support of GF-1 Satellite remote sensing data has been used, which is the first high-resolution earth observation satellite in China. The surrounding ecological environment was monitored and its potential impact on the ecological environment was analyzed by GIS platform. The results showed that the Luobei graphite mine located Yadanhe basin covers an area of 499.65 km~2, the main types of forest ecosystems ( 44.05% of the total basin area ), followed by agricultural area( 35.14%), grass area( 15.52%), residential area ( 4.34% ), mining area ( 0.64% ) and water area( 0.30% ). By confirming the classification results, the total accuracy is 91.61%, the Kappa coefficient is 0.8991. Overall, GF-1 Satellite data can obtain regional ecosystems quickly, and provide a better data support for regional ecological resource protection zone. For Luobei graphite mines area, farmland and residential areas within its watershed are most vulnerable to mining, the higher proportion of farmland in duck river basin. The regulatory tailings need to be strengthened in the process of graphite mining processing.
机译:石墨是重要的工业矿物原料之一,但尾矿中重金属的含量较高可能会导致土壤污染和其他区域生态环境问题。罗贝已成为最大的石墨生产基地。为了查明该地区的生态状况,已经进行了进一步的生态风险分析。选择了位于亚伯丹河盆地的罗北石墨矿作为研究区,并采用了GF-1卫星遥感数据支持的SVM分类器方法,这是中国第一颗高分辨率地球观测卫星。通过GIS平台对周边生态环境进行监测,分析其对生态环境的潜在影响。结果表明,位于亚丹河盆地的罗北石墨矿区面积499.65 km〜2,主要森林生态系统类型(占盆地总面积的44.05%),其次是农业面积(35.14%),草场(15.52%)。 ),居民区(4.34%),采矿区(0.64%)和水区(0.30%)。通过确认分类结果,总准确度为91.61%,卡伯系数为0.8991。总体而言,GF-1卫星数据可以快速获得区域生态系统,并为区域生态资源保护区提供更好的数据支持。就罗北石墨矿区而言,其流域内的农田和居民区最容易开采,鸭河流域的农田比例更高。在石墨开采过程中需要加强监管尾矿。

著录项

  • 来源
  • 会议地点 Beijing(CN)
  • 作者单位

    College of Geoscience and Surveying Engineering of China University of MiningTechnology, 11 Xueyuanlu, Handian District, 100083 Beijing, People's Republic of China;

    College of Geoscience and Surveying Engineering of China University of MiningTechnology, 11 Xueyuanlu, Handian District, 100083 Beijing, People's Republic of China;

    Satellite Environment Center, Ministry of Environmental Protection, Yongfengzhonglu, Handian District, 100094 Beijing, People's Republic of China;

    Satellite Environment Center, Ministry of Environmental Protection, Yongfengzhonglu, Handian District, 100094 Beijing, People's Republic of China;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    GF-1 Satellite; SVM; Ecological environmen; Mining area;

    机译:GF-1卫星;支持向量机;生态环境;矿区;

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