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Updated: Feb 22, 2026

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用时间分辨率光光谱学量化确定潜水油度:多路校准策略的比较
Zhiwei Wang1, Peiliang Wu2, Yuhan Zhao1
1School of Artificial Intelligence (School of Software), Yanshan University, Qinhuangdao 066004, China.
Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy
|February 20, 2026
概括
一种使用N-way部分最小平方与残余双线化 (N-PLS/RBL) 结合的新方法准确量化了水下油度. 这种技术为开发快速,耐干扰,现场油污检测技术提供了可靠的途径.
科学领域:
- 环境化学环境化学
- 分析化学 分析化学
- 频谱学是一种光谱学.
背景情况:
- 沉没的石油由于其持久性和隐藏性而造成重大环境危害.
- 准确量化沉没石油对于有效的应急响应策略至关重要.
研究的目的:
- 为了比较评估四种多途径校准策略来确定潜水油度.
- 确定使用时间解析光光谱学 (TRFS) 数据对潜水油进行定量分析的最准确和最可靠的方法.
主要方法:
- 研究了四种多途径校准策略:PARAFAC/APTLD-PLSR,N-PLS,以及N-PLS/RBL. 在此过程中,我们研究了四种多途径校准策略.
- 使用时间分辨率光谱学 (TRFS) 数据进行定量测定.
- 评估每个方法的预测准确性和稳定性.
主要成果:
- 该N-PLS/RBL方法显示出卓越的预测准确性和稳定性.
- 原油样本表现出色,RPD为14.90,R2为0.99. 原油样本表现出色,RPD为14.90,R2为0.99.
- 检测极限 (LOD) 从0.15到1.03毫克·L-1不等,表明高灵敏度.
结论:
- N-PLS/RBL有效地利用多维光谱信息和二次优势来改进定量分析.
- 这项研究为开发低成本,耐干扰,快速的现场潜油检测技术提供了方法论基础.
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