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Perspective on the Capacity of the Rashomon Effect in Multivariate Data Analysis. 多元数据分析中的罗生门效应容量透视。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-09-01 Epub Date: 2025-04-15 DOI: 10.1177/00037028251330324
John H Kalivas

Presented is a perspective proposing to expand some fragmented spectroscopic modeling and data analysis practices by incorporating multivariate ideologies. For example, through recognizing the theory of analytic chemistry (TAC) by Booksh and Kowalski, it is common to use the multivariate processes (higher orders) of multiple wavelengths for regression and prediction or classification, fusing multiple instruments, or applying multi-way methods such as parallel factor analysis (PARAFAC). Each wavelength, instrument, PARAFAC order deliver different views of underlying sample-wise full matrix effects adding more information per dimension for improved data characterizations. Reasoned here is that model selection, figures of merit, and sample similarity assessments for model prediction reliability, outlier detection, or classification purposes can meaningfully progress by recognizing the multivariate principles of the TAC and additionally, the importance of the Rashomon effect. Applying the Rashomon effect with the TAC removes conventional fragmented data analysis approaches bringing a more wholeness to data analysis. Included in this discussion is that due to the Rashomon effect, interpretation of spectral models is not reasonable. For an uncommon view of these concepts, the perspective ends with drawing parallels between sample-wise matrix effects and the concepts explicate and implicate orders from physicist David Bohm's depiction of our physical and conscious world and universe. It is hoped that this perspective tempts reflection in your particular area of spectroscopy.

提出了一个观点,提出了扩展一些碎片光谱建模和数据分析实践,结合多元的意识形态。例如,通过认识到Booksh和Kowalski的分析化学理论(TAC),通常使用多波长的多变量过程(高阶)进行回归和预测或分类,融合多种仪器,或应用多途径方法,如平行因子分析(PARAFAC)。每个波长,仪器,PARAFAC顺序提供不同的潜在样本全矩阵效应视图,增加每个维度的更多信息,以改进数据表征。这里的理由是,通过认识到TAC的多变量原则以及罗申门效应的重要性,模型选择、价值指标和样本相似性评估(用于模型预测可靠性、离群值检测或分类目的)可以有意义地取得进展。将罗生门效应与TAC结合使用,消除了传统的碎片化数据分析方法,使数据分析更加完整。在这个讨论中包括,由于罗生门效应,光谱模型的解释是不合理的。对于这些概念的一个不寻常的观点,视角结束于在样本明智的矩阵效应和物理学家大卫·玻姆对我们的物理和意识世界和宇宙的描述中解释和暗示的概念之间的相似之处。希望这一观点能引起你在光谱学领域的思考。
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引用次数: 0
Spectroscopic Study of Solution Crystallization of a Biodegradable Polyester Streamlined with a Correlation Filter (CF). EXPRESS:具有相关过滤器(CF)的生物可降解聚酯流线型溶液结晶的光谱研究。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-08-11 DOI: 10.1177/00037028251370762
Yeonju Park, Young Mee Jung, Isao Noda

Due to the growing interest in high-purity bioplastics for emerging applications, we investigated the solution crystallization of poly(3-hydroxybutyrate-co-3-hydroxyhexanoate) (PHBHx) from a chloroform solution using advanced spectroscopic techniques. Compared to melt crystallization, solution crystallization proved to be a more complex process. Solvent evaporation led to the formation of amorphous PHBHx and less-ordered crystallites. Subsequently, a distinct intermediate species of slightly disordered crystals formed, eventually transforming into more ordered crystalline structures. To analyze the time-dependent attenuated total reflection infrared (ATR-IR) spectra during crystallization, we employed two-dimensional correlation spectroscopy (2D-COS) and codistribution spectroscopy (2D-CDS). To streamline the 2D analysis of this complex dynamic system, we utilized a correlation filter (CF) technique to attenuate interfering contributions from overlapping peaks.

由于人们对高纯度生物塑料的新兴应用越来越感兴趣,我们使用先进的光谱技术研究了氯仿溶液中聚(3-羟基丁酸酯-co-3-羟基己酸酯)(PHBHx)的溶液结晶。与熔融结晶相比,溶液结晶是一个更为复杂的过程。溶剂蒸发导致非晶PHBHx和无序晶的形成。随后,形成了一种稍微无序的中间晶体,最终转变为更有序的晶体结构。为了分析结晶过程中随时间变化的衰减全反射红外(ATR-IR)光谱,我们采用了二维相关光谱(2D-COS)和共分布光谱(2D-CDS)。为了简化这种复杂动态系统的二维分析,我们使用了相关滤波器(CF)技术来衰减重叠峰的干扰贡献。
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引用次数: 0
Trend of Two-Dimensional Correlation Spectroscopy (2D-COS). EXPRESS:二维相关光谱(2D-COS)的发展趋势。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-08-08 DOI: 10.1177/00037028251369892
Yeonju Park, Sujin Lee, Isao Noda, Young Mee Jung

This comprehensive survey review offers the trajectory of research dissemination in the field of two-dimensional correlation spectroscopy (2D-COS) from 1 July 2022 to 17 June 2024. It covers books, reviews, tutorials, innovative concepts and theories, patents applications, and diverse applications that emerged during this period, as well as instances of improper usage or citations of 2D-COS. Innovations in probe integration, data analysis, and technical methodologies highlight the expanding role of 2D-COS in materials science, environmental monitoring, and biological system. This review shows the dynamic growth and diversification of 2D-COS across in many scientific fields.

本文综合回顾了2022年7月1日至2024年6月17日二维相关光谱学(2D-COS)领域的研究传播轨迹。它涵盖了在此期间出现的书籍,评论,教程,创新概念和理论,专利申请和各种应用,以及不当使用或引用2D-COS的实例。在探针集成、数据分析和技术方法方面的创新突出了2D-COS在材料科学、环境监测和生物系统中的扩展作用。这篇综述显示了2D-COS在许多科学领域的动态增长和多样化。
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引用次数: 0
Understanding the Role of the Evanescent Field in Attenuated Total Reflection (ATR) Spectroscopy. 了解倏逝场在衰减全反射光谱学中的作用。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-08-04 DOI: 10.1177/00037028251358400
Thomas G Mayerhöfer, Jürgen Popp

In attenuated total reflection (ATR) spectroscopy, the presence of an evanescent field penetrating the sample is generally considered crucial. However, according to wave optics, this evanescent field vanishes when the rarer medium is absorbing, and the attenuation of total reflection results from transmission into this medium. While the evanescent field may not play a significant role in this scenario, a closer examination of the relevant relationships reveals that the system's properties vary smoothly with both the angle of incidence and the imaginary part of the dielectric function. This effect can be further illustrated by comparing electric field maps and spectra for semi-infinite rarer media with those for rarer media composed of layers with thicknesses on the order of the wavelength. In the latter case, ATR spectra can be recorded well below the critical angle, where no evanescent field exists. If the layer is vacuum and the underlying semi-infinite medium is assumed to have the same refractive index but is weakly absorbing, tunneling and frustrated total reflection can be observed. Reflecting on our results, we can now define the critical angle in the presence of absorption as the point at which the real and imaginary parts of the perpendicular component of the wavevector become equal. Overall, we conclude that evanescent waves play little to no significant role. Any deviation from total reflection can be attributed to transmission through the ATR crystal-medium interface.

在衰减全反射(ATR)光谱中,穿透样品的倏逝场的存在通常被认为是至关重要的。然而,根据波动光学,当更稀有的介质被吸收时,这种倏逝场就会消失,并且全反射的衰减是由透射到这种介质引起的。虽然在这种情况下,倏逝场可能没有发挥重要作用,但对相关关系的仔细研究表明,系统的性质随入射角和介电函数的虚部平滑变化。这种效应可以通过比较半无限稀有介质和由厚度为波长数量级的层组成的稀有介质的电场图和光谱来进一步说明。在后一种情况下,ATR光谱可以记录在远低于临界角的地方,在那里不存在消失场。如果层是真空的,假定下面的半无限介质具有相同的折射率,但弱吸收,则可以观察到隧穿和受挫全反射。反思我们的结果,我们现在可以定义吸收存在时的临界角为波矢量垂直分量的实部和虚部相等的点。总的来说,我们得出的结论是,倏逝波的作用很小,甚至没有显著作用。任何与全反射的偏差都可以归因于通过ATR晶体-介质界面的传输。
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引用次数: 0
Attenuated Total Reflection Fourier Transform Infrared Spectroscopy and Chemometrics for the Discrimination of Animal Hair Fibers for the Textile Sector. 衰减全反射傅立叶变换红外光谱学和化学计量学用于鉴别纺织行业的动物毛发纤维。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-08-01 Epub Date: 2024-11-08 DOI: 10.1177/00037028241292372
Christoforos Chrimatopoulos, Maria Laura Tummino, Eleftherios Iliadis, Cinzia Tonetti, Vasilios Sakkas

Analyzing the composition of animal hair fibers in textiles is crucial for ensuring the quality of yarns and fabrics made from animal hair. Among others, Fourier transform infrared (FT-IR) spectroscopy is a technique that identifies vibrations associated with chemical bonds, including those found in amino acid groups. Cashmere, mohair, yak, camel, alpaca, vicuña, llama, and sheep hair fibers were analyzed via attenuated total reflection FT-IR (ATR FT-IR) spectroscopy and scanning electron microscopy techniques aiming at the discrimination among them to identify possible commercial frauds. ATR FT-IR, being a novel approach, was coupled with chemometric tools (partial least squares discriminant analysis, PLS-DA), building classification/prediction models, which were cross-validated. PLS-DA models provided an excellent differentiation among animal hair of both camelids and eight animal species. In addition, the combination of ATR FT-IR and PLS-DA was used to discriminate the cashmere hair from different origins (Afghanistan, Australia, China, Iran, and Mongolia). The model showed very good discrimination ability (accuracy 87%), with variance expression of 94.88% and mean squared error of cross-validation of 0.1525.

分析纺织品中动物毛发纤维的成分对于确保动物毛发制成的纱线和织物的质量至关重要。其中,傅立叶变换红外(FT-IR)光谱技术可识别与化学键(包括氨基酸基团中的化学键)相关的振动。通过衰减全反射傅立叶变换红外光谱(ATR FT-IR)和扫描电子显微镜技术,对羊绒、马海毛、牦牛毛、骆驼毛、羊驼毛、骆马毛、美洲驼毛和绵羊毛纤维进行了分析,旨在对它们进行鉴别,以识别可能存在的商业欺诈行为。全反射傅立叶变换红外光谱是一种新方法,它与化学计量学工具(偏最小二乘判别分析,PLS-DA)相结合,建立了分类/预测模型,并进行了交叉验证。PLS-DA 模型对驼科动物和八种动物的毛发进行了很好的区分。此外,ATR傅立叶变换红外光谱和 PLS-DA 模型还被用于区分不同产地(阿富汗、澳大利亚、中国、伊朗和蒙古)的羊绒毛发。该模型显示出非常好的鉴别能力(准确率为 87%),方差表达率为 94.88%,交叉验证的均方误差为 0.1525。
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引用次数: 0
Dual-Gas Sensor Employing Wavelength-Stabilized Tunable Diode Laser Absorption Spectroscopy and H-Infinity Filtering Algorithm. 采用波长稳定可调谐二极管激光吸收光谱和h-∞滤波算法的双气体传感器。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-08-01 Epub Date: 2025-01-10 DOI: 10.1177/00037028241310463
Dingli Xu, Qiannan Cai, Gang Zhang, Qiang Ge, Linguang Xu

A compact dual-gas sensor based on the two near-infrared distributed feedback diode lasers and a multipass cell has been established for the simultaneous measurement of methane (CH4) and acetylene (C2H2). The time division multiplexing calibration-free direct absorption spectroscopy is used to eliminate the cross interference in the application of multicomponent gas sensors. A wavelength stabilization technique based on the proportion integration differentiation feedback control is developed to suppress laser wavelength drift and an H-infinity (H) filter algorithm to reduce the system noise. The results show that the detection sensitivity of CH4 and C2H2 reaches 39.9 parts per billion (ppb) and 47.3 ppb in the optimal integration time of 556 s and 312 s, respectively. In addition, the 31 consecutive hours measured results of CH4 in outdoor ambient air show that the proposed detection technology is very suitable for high-precision in-situ measurement of trace gases.

建立了一种基于两个近红外分布反馈二极管激光器和一个多通池的小型双气体传感器,用于同时测量甲烷(CH4)和乙炔(C2H2)。采用时分复用免校准直接吸收光谱法消除了多组分气体传感器应用中的交叉干扰。提出了一种基于比例积分微分反馈控制的波长稳定技术来抑制激光波长漂移,并提出了一种H∞滤波算法来降低系统噪声。结果表明,在最佳积分时间为556 s和312 s时,CH4和C2H2的检测灵敏度分别达到39.9 ppb和47.3 ppb。此外,室外环境空气中CH4连续31小时的测量结果表明,所提出的检测技术非常适合于微量气体的高精度原位测量。
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引用次数: 0
Deviations from the Beer-Lambert Approximation Investigated Using Two-Dimensional Correlation Infrared Spectroscopy. EXPRESS:用二维相关红外光谱研究Beer-Lambert近似的偏差。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-08-01 DOI: 10.1177/00037028251368394
Thomas G Mayerhöfer, Susanne Pahlow, Uwe Hübner, Jürgen Popp

Two-dimensional correlation spectroscopy (2D-COS) is a highly sensitive technique for detecting deviations from the Beer-Lambert approximation through asynchronous spectra. In this study, we apply 2D-COS to examine such deviations in the context of this approximation. While conventional molecular IR spectroscopy literature suggests a linear correlation between absorbance, molar concentration, and sample thickness, a more rigorous analysis, supported by electromagnetic theory, demonstrates that this assumption does not hold, even under ideal conditions. As a result, disproportionate spectral changes, caused by interference effects, give rise to distinct patterns in asynchronous 2D-COS IR spectra. To illustrate this, we investigate the thickness dependence of absorbance in poly(methyl methacrylate) (PMMA) layers deposited on calcium fluoride (CaF2) and Si. Our findings reveal systematic variations not only in absorbance values but also in band shapes and peak positions. 2D-COS emerges as a powerful tool for identifying and analyzing these patterns.

二维相关光谱(2D-COS)是一种高灵敏度的技术,用于通过异步光谱检测与比尔-朗伯近似的偏差。在本研究中,我们应用2D-COS来检查这种近似情况下的偏差。虽然传统的分子红外光谱文献表明吸光度、摩尔浓度和样品厚度之间存在线性关系,但在电磁理论的支持下,更严格的分析表明,即使在理想条件下,这种假设也不成立。因此,由于干涉效应导致的不成比例的光谱变化在异步2D-COS红外光谱中产生了明显的模式。为了说明这一点,我们研究了沉积在氟化钙(CaF₂)和Si上的聚甲基丙烯酸甲酯(PMMA)层吸光度的厚度依赖性。我们的发现揭示了系统的变化不仅在吸光度值,而且在波段形状和峰的位置。2D-COS作为识别和分析这些模式的强大工具而出现。
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引用次数: 0
Advertising and Front Matter. 广告和封面。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-08-01 Epub Date: 2025-07-24 DOI: 10.1177/00037028251359679
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引用次数: 0
NO-CO Monitoring Technique Using Ultraviolet Absorption Spectroscopy and Tunable Diode Laser Absorption Spectroscopy in High-Temperature and High-Pressure. 高温高压下紫外吸收光谱与可调谐二极管激光吸收光谱的NO-CO监测技术。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-08-01 Epub Date: 2025-03-18 DOI: 10.1177/00037028251324196
Wangzheng Zhou, Xiaowei Qin, Zhenzhen Wang, Yoshihiro Deguchi, Daotong Chong, Junjie Yan

The single parameter detection of temperature (H2O) is no longer sufficient for the absorption combustion diagnosis. There is a huge demand for simultaneous computed tomography (CT) diagnosis of multi-parameters. This paper studied CO and NO, two representative combustion products based on tunable diode laser absorption spectroscopy (TDLAS) and ultraviolet absorption spectroscopy (UVAS). Different from the research on low detection limits, the absorbance needs to be corrected in high-temperature and high-pressure conditions due to the equipment performance of the CT system. A high-temperature and high-pressure chamber system was applied for the basic absorbance experiment. The corrected absorbance databases of 2325.2/2326.8  nm for CO, and 215/226  nm band for NO were established. The corrected absorbance databases were first compared with the HITRAN and ExoMol databases. The accuracy of the corrected databases was also analyzed by standard gas with 1D detection in the high-temperature and high-pressure chamber and two-dimensional (2D) reconstruction in a customed CT cell. The maximum CO mean relative error (MRE) of the 2D results is 2.75% while the maximum NO MRE is 4.99%. This study provides a basis for research on the CO and NO distribution in high-temperature and high-pressure combustion fields.

单参数的温度(H2O)检测已不能满足吸收燃烧诊断的需要。多参数计算机断层扫描(CT)的同时诊断需求巨大。本文基于可调谐二极管激光吸收光谱(TDLAS)和紫外吸收光谱(UVAS)对CO和NO这两种具有代表性的燃烧产物进行了研究。与低检出限的研究不同,由于CT系统的设备性能,在高温高压条件下需要对吸光度进行校正。基础吸光度实验采用高温高压实验室系统。CO和NO分别建立了2325.2/2326.8 nm和215/226 nm的校正吸光度数据库。首先将校正后的吸光度数据库与HITRAN和ExoMol数据库进行比较。通过标准气体在高温高压室中进行一维检测,在定制的CT细胞中进行二维(2D)重建,分析了校正后数据库的准确性。二维结果的最大CO平均相对误差(MRE)为2.75%,最大NO相对误差(MRE)为4.99%。本研究为高温高压燃烧场CO和NO分布的研究提供了基础。
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引用次数: 0
Characterizing Variability in Non-Invasive Hydration Monitoring Using Raman Spectroscopy. 利用拉曼光谱表征无创水合监测的可变性。
IF 2.2 3区 化学 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-08-01 Epub Date: 2024-12-26 DOI: 10.1177/00037028241307043
Anna S Rourke-Funderburg, Laura J Elstub, Trevor Voss, Richard L Liao, Laura E Masson, Anita Mahadevan-Jansen

Significant dehydration can increase thermoregulatory and cardiovascular strain and impair physical and cognitive performance. Despite these negative effects, there are currently no objective, non-invasive tools to monitor systemic hydration. Raman spectroscopy is an optical modality with the potential to fill this gap because it is sensitive to water, provides results quickly, and can be applied non-invasively. In this work, high wavenumber Raman spectroscopy has been developed toward detection of systemic hydration via validation with tissue-mimicking phantoms, followed by three in vivo feasibility studies to investigate the relationship between spectral features and systemic hydration. The area under the curve (AUC) of the water bands and the ratio of water bands to CH bands are Raman-derived metrics that can be used to describe systemic hydration. Here, we determined a trend in decreasing water bands AUC after exercise, although the magnitude of the change was highly variable. In investigating the sources of variability, we identified significant inter-subject variability and a failure of current clinical standards to benchmark our developed technique against. Despite the high variability, we found that multiple anatomical locations were suitable for collecting the spectral measurements. While the high degree of variability may confound the use of Raman spectroscopy for non-invasive hydration monitoring, when implementing additional study standardization, significant differences (p <.05) in spectral metrics can be identified before and after exercise. Raman spectroscopy can allow for rapid, non-invasive detection of systemic hydration, which would improve routine hydration monitoring and reduce the incidence of negative side effects associated with dehydration.

严重脱水会增加体温调节和心血管压力,损害身体和认知能力。尽管有这些负面影响,目前还没有客观的、无创的工具来监测全身水合作用。拉曼光谱是一种有潜力填补这一空白的光学模式,因为它对水敏感,可以快速提供结果,并且可以非侵入性地应用。在这项工作中,高波数拉曼光谱已经发展到通过组织模拟模型验证来检测全身水化,随后进行了三次体内可行性研究来研究光谱特征与全身水化之间的关系。水带的曲线下面积(AUC)和水带与CH带的比值是拉曼导出的指标,可以用来描述全身水化。在这里,我们确定了运动后水带AUC下降的趋势,尽管变化的幅度变化很大。在调查可变性的来源时,我们发现了显著的主体间可变性和当前临床标准的失败,无法对我们开发的技术进行基准测试。尽管有很高的可变性,我们发现多个解剖位置适合收集光谱测量。虽然高度可变性可能会混淆拉曼光谱用于非侵入性水合监测的使用,但在实施额外的研究标准化时,显着差异(p
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引用次数: 0
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Applied Spectroscopy
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