基于多元线性法和熵权法的光污染水平评价及应用

Linrui Ji, Xin Ai, Chenou Wang, Xinxin Jiang
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引用次数: 0

摘要

由于光本身的采样和难以量化,人们往往不能对光污染有一个准确的认识和评价。因此,本文基于现代光污染的现状及危害,从多角度分析造成光污染的因素,运用多元线性评价法,利用最小二乘法对参数进行估计,并进一步利用熵权法确定相关参数的权重,从而构建一种光污染风险等级评价模型。选取4个不同发展水平的区域进行数值模拟,验证模型理论分析的正确性。通过该模型计算光污染指标,可以帮助人们更全面地了解和评价一个地区或城市的光污染水平。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Evaluation and application of light pollution level based on multivariate linear method and entropy weight method
Due to the sampling and difficult quantification of light itself, people often cannot have an accurate understanding and evaluation of light pollution. Therefore, based on the current situation and harm of modern light pollution, this paper analyzes the factors causing light pollution from multiple perspectives, applies the multiple linear evaluation method and uses the least square method to estimate the parameters, and further uses the entropy weight method to determine the weight of relevant parameters, so as to construct a kind of light pollution risk level evaluation model. Four regions with different development levels were selected for numerical simulation to verify the correctness of the theoretical analysis of the model. The calculation of light pollution indicators through the model can help people more comprehensively understand and evaluate the light pollution level of a region or city.
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