荧光
离子
水溶液中的金属离子
传感器阵列
电子舌
金属
材料科学
滴定法
生物系统
分析化学(期刊)
计算机科学
化学
色谱法
无机化学
物理
光学
机器学习
生物
有机化学
品味
食品科学
作者
Linfeng Chen,Lu Li,Dong Wu,Xike Tian,Dasha Xia,Liqiang Lu,Chao Yang,Yulun Nie
标识
DOI:10.1016/j.snb.2019.127277
摘要
Abstract Herein, a small molecule based multi-channel fluorescent sensor array (SA) for accurate discrimination and sensitive quantitation of multiple heavy metal ions was developed, with its detection mechanism simulates an electronic tongue. The synergistic effects of the differentiated affinity of chelator for metal ions and multiple emission channels of sensors led to the diverse emission intensity change and wavelength switch, displaying obvious cross-reactivity and diversified signal output. Treated with linear discriminant analysis (LDA), this diversified multi-channel output allowed correct and high-resolution discrimination of 11 heavy metal ions at different concentration as well as multivariate mixture of hard-distinguish metal ions. Further titration experiment exhibited the regular arrangement of each metal ions in different extension directions at the range of 0–20 μM in 3D LDA plot, endowing SA array with the ability to identify and quantify each heavy metal ion. The feasibility of the SA array was also verified by the accurate detection of a large number of actual water samples. This strategy enables simple, efficient, sensitive identification and quantification of multiple metal ions in real water, demonstrating its potential for simplification of water quality analysis process.
科研通智能强力驱动
Strongly Powered by AbleSci AI