4.6 Article

A Minimalist Approach for Distinguishing Individual Lanthanide Ions Using Multivariate Pattern Analysis

期刊

ACS SENSORS
卷 3, 期 10, 页码 2166-2174

出版社

AMER CHEMICAL SOC
DOI: 10.1021/acssensors.8b00767

关键词

Linear discriminant analysis (LDA); lanthanides; multivariate methods; pattern-based recognition; unimolecular sensor; curcumin

资金

  1. Ministry of Human Resources grant for Swachhata (Clean India) Action Plan [ICSR/SAP/2018/SN-1]
  2. INSPIRE fellowship from the Department of Science and Technology (DST), Government of India
  3. IISER Kolkata fellowship

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To discriminate among the 14 trivalent lanthanide ions, curcumin, a naturally occurring, nontoxic, off-the-shelf, commercially available compound containing a single fluorophore, was chosen as a probe in the water media at pH 6.8 and pH 8.2. By measuring the emission and absorption spectra of the probe, under the different pH conditions, and by performing linear discriminant analysis on the data, 14 Ln(3+) ions were discriminated. Additionally, an easy tool for the nonspecialists was developed with easily available household substances, using a smartphone app, which added an extra advantage to this single probe. This probe possesses advantageous features in terms of low-cost and instant on-site detection of the lanthanide ions.

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