Rapid Detection of Soil Available Phosphorus using Capacitively Coupled Contactless Conductivity Detection.

IF 2.5 4区 化学 Q3 CHEMISTRY, ORGANIC
Jun Gao, Wei Li, Jiaoe Li, Rujing Wang
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Abstract

Background: In China, the traditional method for analyzing soil available phosphorus is inadequate for large-scale soil assessment and nationwide soil formulation demands. To address this, we propose a rapid and reliable method for soil-available phosphorus detection. The setup includes an on-site rapid pre-treatment device, a non-contact conductivity detection device, and a capillary electrophoresis buffer solution system composed of glacial acetic acid and hydroxypropyl-β-cyclodextrin.

Methods: The on-site rapid pre-treatment process includes fresh soil moisture content detection (moisture rapid detector), weighing (handheld weighing meter), stirring (handheld rapid stirrer), and filtration (soil rapid filter) to obtain the liquid sample, and direct injection (capillary electrophoresis detector). The phosphate ion detection parameters include capillary size, separation voltage, injection parameters, and electric injection. We used Liaoning brown soil, Henan yellow tidal soil, Heilongjiang black soil, and Anhui tidal soil as standard samples. Additionally, we used mathematical modeling methods and machine learning algorithms to analyze and process research data.

Results and conclusion: Following calibration with standard samples, the experimental blind test samples demonstrated conformity with the national standard method, exhibiting a relative standard deviation of less than 3%. The proposed pre-treatment device and non-contact conductivity detector are powered by lithium-ion batteries, rendering them ideal for extended field operations. The non-contact conductivity detector obviates the need for direct contact with test samples, mitigating environmental pollution. Furthermore, the neural network model exhibited the highest level of goodness of fit in chemical data analysis.

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利用电容耦合非接触电导率检测法快速检测土壤有效磷。
背景:在中国,传统的土壤速效磷分析方法已不能满足大规模土壤评价和全国土壤配方需求。为了解决这一问题,我们提出了一种快速可靠的土壤有效磷检测方法。该装置包括现场快速预处理装置、非接触式电导率检测装置和由冰醋酸和羟丙基-β-环糊精组成的毛细管电泳缓冲溶液体系。方法:现场快速前处理流程包括新鲜土壤含水率检测(水分快速检测仪)、称重(手持式称重仪)、搅拌(手持式快速搅拌器)、过滤(土壤快速过滤器)获得液样,直接进样(毛细管电泳检测仪)。磷酸离子检测参数包括毛细管尺寸、分离电压、进样参数和电进样。以辽宁棕壤、河南黄潮土、黑龙江黑土和安徽潮土为标准样品。此外,我们使用数学建模方法和机器学习算法来分析和处理研究数据。结果与结论:实验盲测样品经标准样品校准后符合国家标准方法,相对标准偏差小于3%。提出的预处理装置和非接触式电导率检测器由锂离子电池供电,使其成为扩展现场作业的理想选择。非接触式电导率检测器避免了与测试样品直接接触的需要,减轻了环境污染。此外,神经网络模型在化学数据分析中表现出最高的拟合优度。
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来源期刊
Current organic synthesis
Current organic synthesis 化学-有机化学
CiteScore
3.40
自引率
5.60%
发文量
86
审稿时长
6-12 weeks
期刊介绍: Current Organic Synthesis publishes in-depth reviews, original research articles and letter/short communications on all areas of synthetic organic chemistry i.e. asymmetric synthesis, organometallic chemistry, novel synthetic approaches to complex organic molecules, carbohydrates, polymers, protein chemistry, DNA chemistry, supramolecular chemistry, molecular recognition and new synthetic methods in organic chemistry. The frontier reviews provide the current state of knowledge in these fields and are written by experts who are internationally known for their eminent research contributions. The journal is essential reading to all synthetic organic chemists. Current Organic Synthesis should prove to be of great interest to synthetic chemists in academia and industry who wish to keep abreast with recent developments in key fields of organic synthesis.
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