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基于浓度同步矩阵荧光光谱的局部曲面拟合方法进行溢油识别

[Oil spill identification using partial surface fitting method based on concentration-synchronous-matrix-fluorescence spectra].

作者信息

Wang Chun-Yan, Shi Xiao-Feng, Li Wen-Dong, Zhang Jin-Liang

出版信息

Huan Jing Ke Xue. 2014 Jan;35(1):202-7.

Abstract

Oil spills occur every day worldwide. It is urgently required to develop a rapid, cost-effective, accurate, easy to use routinely fingerprinting technique which could offer decision-makers and model developers the preliminary information of spilled oils in a short period. In this paper, a species identification and concentration quantification technique using partial surface fitting method to concentration-synchronous-matrix-fluorescence (CSMF) spectra was introduced. In order to eliminate the errors due to concentration uncertainty, partial CSMF spectra in the small concentration range of the test oil spill samples were obtained, and for the oil spill candidate samples,the two-dimensional cubic convolution interpolation was used to make up the long interval of the concentration level. With the surface fitting of partial CSMF spectra of the test samples and the closely-related source crude oil samples were successfully discriminated, and the initial concentration of the test samples were also obtained. Cross validation results of the petroleum related sample set showed that the accuracy of the matching results was 92%. The parameters of this method were also discussed in detail. All results showed that this newly-developed method may become a more specifically applicable means in spilled oils identification.

摘要

全球每天都会发生石油泄漏事件。迫切需要开发一种快速、经济高效、准确且易于常规使用的指纹识别技术,该技术能够在短时间内为决策者和模型开发者提供溢油的初步信息。本文介绍了一种利用部分表面拟合方法对浓度同步矩阵荧光(CSMF)光谱进行物种识别和浓度定量的技术。为消除浓度不确定性带来的误差,获取了测试溢油样品小浓度范围内的部分CSMF光谱,对于溢油候选样品,采用二维三次卷积插值来弥补浓度水平的长间隔。通过对测试样品和密切相关的源原油样品的部分CSMF光谱进行表面拟合,成功鉴别出测试样品,并获得了其初始浓度。石油相关样本集的交叉验证结果表明,匹配结果的准确率为92%。还详细讨论了该方法的参数。所有结果表明,这种新开发的方法可能成为溢油识别中更具针对性的适用手段。

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