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区域生态环境评价的主成分投影模型及其应用

The principal component projection model and its application to regional eco-environmental quality evaluation

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【作者】 李如忠孙世群汪家权钱家忠

【Author】 LI Ru-zhong,SUN Shi-qun,WANG Jia-quan,QIAN Jia-zhong (School of Natural Resources and Environmental Engineering,Hefei University of Technology,Hefei 230009,China)

【机构】 合肥工业大学资源与环境工程学院

【摘要】 从主成分投影的角度,建立了区域生态环境评价的主成分投影模型。该模型以熵权法确定评价指标权重,通过对指标值无量纲化和加权处理,以正交变换的方式将原有指标转换成彼此正交的综合指标,从而消除了指标间信息重叠、相互干扰给评价结果带来的影响。再由各待评对象相应的决策向量在理想决策向量方向上的投影得到一维综合评判指标,据此对样本生态环境质量状况进行识别和排序。实例研究表明,主成分投影评价模型评价结果是合理、可信的。

【Abstract】 According to the principal component projection theory,a model for application to regional eco-environmental assessment is established.In the model,the weights of evaluation indexes are determined by entropy weight method.On the basis of dimensionless treatment and combining weights to each index,the orginal evaluation indexes are transformed into comprehensive indexes by way of cross transformation.Through this change,the affect arised from information overlap among assessment indexes on decision-making conclusion can be eliminated effectively. By projecting evaluated example vecors to ideal example vector,each projection value can be calculated.According to the projection values obtained upward,the regional eco-environmental quality is evaluated at last.Case study shows that the conclusion arrived from principal component projection model is reasonable and creditable.

【基金】 安徽省教育厅自然科学研究基金(2003kj043zd)
  • 【会议录名称】 2004“生态安徽”博士科技论坛论文集
  • 【会议名称】2004“生态安徽”博士科技论坛
  • 【会议时间】2004-11-20
  • 【会议地点】中国安徽芜湖、中国安徽黄山
  • 【分类号】X820.3
  • 【主办单位】安徽省科学技术协会
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