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Quantitative Analysis of Nutrient Elements in Soil Using Single and Double-Pulse Laser-Induced Breakdown Spectroscopy

机译:使用单脉冲和双脉冲激光诱导击穿光谱法定量分析土壤中的营养元素

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摘要

Rapid detection of soil nutrient elements is beneficial to the evaluation of crop yield, and it’s of great significance in agricultural production. The aim of this work was to compare the detection ability of single-pulse (SP) and collinear double-pulse (DP) laser-induced breakdown spectroscopy (LIBS) for soil nutrient elements and obtain an accurate and reliable method for rapid detection of soil nutrient elements. 63 soil samples were collected for SP and collinear DP signal acquisition, respectively. Macro-nutrients (K, Ca, Mg) and micro-nutrients (Fe, Mn, Na) were analyzed. Three main aspects of all elements were investigated, including spectral intensity, signal stability, and detection sensitivity. Signal-to-noise ratio (SNR) and relative standard deviation (RSD) of elemental spectra were applied to evaluate the stability of SP and collinear DP signals. In terms of detection sensitivity, the performance of chemometrics models (univariate and multivariate analysis models) and the limit of detection (LOD) of elements were analyzed, and the results indicated that the DP-LIBS technique coupled with PLSR could be an accurate and reliable method in the quantitative determination of soil nutrient elements.
机译:快速检测土壤中的营养元素有助于评估作物产量,在农业生产中具有重要意义。这项工作的目的是比较单脉冲(SP)和共线双脉冲(DP)激光诱导击穿光谱(LIBS)对土壤养分元素的检测能力,并获得一种准确可靠的方法来快速检测土壤营养元素。分别采集了63个土壤样品用于SP和共线DP信号采集。分析了常量营养素(钾,钙,镁)和微量营养素(铁,锰,钠)。研究了所有元素的三个主要方面,包括光谱强度,信号稳定性和检测灵敏度。应用元素光谱的信噪比(SNR)和相对标准偏差(RSD)来评估SP和共线DP信号的稳定性。在检测灵敏度方面,分析了化学计量学模型(单变量和多变量分析模型)的性能以及元素的检出限(LOD),结果表明,将DP-LIBS技术与PLSR结合使用可能是准确可靠的法测定土壤中的营养元素。

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