首页> 外文会议>Information Science and Engineering (ICISE), 2009 >Study on the Ecological Carrying Capacity in Mining Areas: A Case Study in Panxi Mining Concentrated Area
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Study on the Ecological Carrying Capacity in Mining Areas: A Case Study in Panxi Mining Concentrated Area

机译:矿区生态承载力研究-以攀西集中矿区为例。

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The large-scale and super-strength development of mineral resources in mining concentrated area in long term has made great contributions to Chinese economic construction and development, but it has caused serious damage to the ecological environment even ecological imbalance at the same time. In this study, according to the characteristics of mining concentrated area, the scientific and practical ecological carrying capacity evaluation index system of mining concentrated area had been established. Taking Panxi mining concentrated area as an example, using remote sensing and GIS technology, applying remote sensing image and Statistical data, the ecological environment evaluation data of mining areas was extracted effectively. For the non-linear relationship between the evaluation indexes and the degree of ecological carrying capacity in study area, this study innovative took the evaluation of ecological carrying capacity of the study area by using artificial neural network whose training used SCE-UA algorithm that well overcome the slow learning and difficult convergence of traditional neural network algorithm. The results of ecological carrying capacity evaluation of the study area were objective, reasonable and the credibility was high. The results showed that the area distribution of five ecological carrying capacity grade types was basically normal, and the overall ecological environment situation of Panxi mining concentrated area was in the middle level, the degree of ecological carrying capacity in the north was higher than the south, and mining activities were dominant factors to cause eco-environmental damage and ecological carrying capacity. In this study, a comprehensive theory and technology system of regional ecological carrying capacity evaluation which included the establishment of ecological carrying capacity evaluation index system, processing of evaluation data and establishing of evaluation model. New ideas and methods had provided for ecological c--arrying capacity of mining concentrated area.
机译:长期以来,矿山集中区矿产资源的大规模超强度开发,为中国的经济建设和发展做出了巨大贡献,但同时也严重破坏了生态环境,甚至破坏了生态失衡。根据矿山集中区的特点,建立了科学实用的矿山集中区生态承载力评价指标体系。以攀西矿区为例,利用遥感和GIS技术,结合遥感图像和统计数据,有效地提取了矿区的生态环境评价数据。对于评价指标与研究区生态承载力程度之间的非线性关系,本研究创新采用人工神经网络对研究区生态承载力进行了评价,其训练采用的SCE-UA算法很好地克服了传统神经网络算法学习缓慢,收敛困难。研究区生态承载力评价结果客观,合理,可信度高。结果表明,五种生态承载力等级类型的区域分布基本正常,攀西矿业集中区生态环境总体状况处于中等水平,北部生态承载力程度高于南部;采矿活动是造成生态环境破坏和生态承载力的主要因素。本研究建立了区域生态承载力评价的综合理论和技术体系,包括生态承载力评价指标体系的建立,评价数据的处理和评价模型的建立。为生态保护提供了新的思路和方法。 -- 采矿集中区的集聚能力。

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