Magneto-electrical fusion enhancement of LIBS signals: a case of Al and Fe emission lines' characteristic analysis in soil

IF 3.1 2区 化学 Q2 CHEMISTRY, ANALYTICAL
Zihan Yang, Mengyu Pang, Jincheng Ma, Yanru Zhao, Keqiang Yu and Yong He
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Abstract

Soil is a vital resource for human survival. In particular, aluminum (Al) and iron (Fe) metal elements in soil play significant roles in stabilizing soil organic matter. Therefore, the rapid and effective detection of Al and Fe elements in soil is imperative. Compared with conventional elemental detection techniques, laser-induced breakdown spectroscopy (LIBS) has emerged as a pivotal method for soil detection because of the advantages of simultaneous detection of multiple elements, rapidity and environmental friendliness. However, the LIBS signal of trace metal elements remains to be enhanced due to some influencing factors like the soil matrix effect. Hence, this study introduces a magneto-electrical fusion soil LIBS signal enhancement device, through an investigation into the impacts of magnetic field strength, energization, and magneto-electric fusion on the LIBS signals of Al and Fe in soil. Examining the single-factor effects of magnetic field strength and energization on soil LIBS signals, enhancements were observed in the spectral intensity (SI), signal to background ratio (SBR), plasma electronic temperature (PET), and plasma electronic density (PED) for soil Al and Fe elements compared to those observed with the unenhanced LIBS technique. According to the results of two-factor analysis of variance (ANOVA), the cost of the study and the safety of use, the appropriate magnetic field strength and energizing voltage were selected, respectively, to be 110 mT and 12 V. The magneto-electrical fusion LIBS signal enhancement device was designed based on the above results of the study in terms of operational reliability, ease of operation, safety and economy. It mainly included a base module, a support module and an enhancement module. For the designed device performance, validation was carried out in terms of parameters and applications, respectively. For parameter validation, the fusion enhancement device realized the enhancement of soil LIBS signals in 4 different areas. For application validation, the soils originating from 4 different regions were subjected to discriminant analysis. Comparative analysis with the original LIBS technique revealed significant enhancement in the performance of the soil origin discrimination model facilitated by the fusion enhancement device. This study provides support for the development of efficient techniques and equipment for soil element detection in farmland, as well as a theoretical basis for high-quality agricultural production.

Abstract Image

LIBS 信号的磁电融合增强:土壤中铝和铁发射线特性分析案例
土壤是人类生存的重要资源。其中,土壤中的铝(Al)和铁(Fe)金属元素在稳定土壤有机质方面发挥着重要作用。因此,快速有效地检测土壤中的铝和铁元素势在必行。与传统的元素检测技术相比,激光诱导击穿光谱法(LIBS)具有同时检测多种元素、快速、环保等优点,已成为土壤检测的重要方法。然而,由于土壤基质效应等一些影响因素,痕量金属元素的 LIBS 信号仍有待提高。因此,本研究介绍了一种磁电融合土壤 LIBS 信号增强装置,通过研究磁场强度、通电和磁电融合对土壤中 Al 和 Fe 的 LIBS 信号的影响。通过研究磁场强度和通电对土壤 LIBS 信号的单因素影响,观察到与未增强 LIBS 技术相比,土壤中铝和铁元素的光谱强度 (SI)、信噪比 (SBR)、等离子体电子温度 (PET) 和等离子体电子密度 (PED) 均有所提高。根据双因素方差分析(ANOVA)结果、研究成本和使用安全性,选择了合适的磁场强度和通电电压,分别为 110 mT 和 12 V。它主要包括一个基础模块、一个支持模块和一个增强模块。针对设计的装置性能,分别从参数和应用两方面进行了验证。在参数验证方面,融合增强装置实现了对 4 个不同区域土壤 LIBS 信号的增强。在应用验证方面,对来自 4 个不同地区的土壤进行了判别分析。与原始 LIBS 技术的对比分析表明,融合增强装置显著提高了土壤来源判别模型的性能。这项研究为开发高效的农田土壤元素检测技术和设备提供了支持,也为高质量的农业生产提供了理论依据。
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来源期刊
CiteScore
6.20
自引率
26.50%
发文量
228
审稿时长
1.7 months
期刊介绍: Innovative research on the fundamental theory and application of spectrometric techniques.
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