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The Eco-Environmental Fragility Assessment of Ningdong Base

机译:宁东基地的生态环境脆弱性评估

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We select the Ningdong Energy and Chemistry Industry Base (referred to as Ningdong Base) as research object and take the ecological environment as evaluating target. According to the subject and object factors, the SVM model of ecological environment vulnerability assessment is constructed by using principal component analysis method. We embed GA in SVM to optimize its structure and parameters. SVM model is simple, universal, and accurate, and it can be applied in evaluation of eco-environmental vulnerability in practice. Also, we compare our evaluation results with the BP-ANN model's results. Then, we draw a conclusion that the ecological environment vulnerability of the Ningdong Base is the second level, which belongs to moderate vulnerability. Finally, the causes of vulnerability formation are analyzed.
机译:我们选择宁东能源和化学产业基地(称为Ningdong Base)作为研究对象,并将生态环境作为评估目标。根据主题和对象因素,通过使用主成分分析方法构建生态环境脆弱性评估的SVM模型。我们在SVM中嵌入GA以优化其结构和参数。 SVM模型简单,普遍,准确,可用于评估生态环境脆弱性的实践中。此外,我们将评估结果与BP-Ann模型进行比较。然后,我们得出了一个结论,即宁东基地的生态环境脆弱性是第二级,属于适度的脆弱性。最后,分析了脆弱性形成的原因。

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