Issue 42, 2025, Issue in Progress

Online monitoring of lanthanide species with combined spectroscopy in flowing aqueous aerosol systems

Abstract

Combined spectroscopic analysis through absorption and laser-induced breakdown spectroscopy (LIBS) was used to monitor Nd and Pr concentrations in a flowing aqueous system. A unique, online sampling approach was employed that allowed for an approximately closed analysis loop of liquids from a reservoir. Absorption spectroscopy was performed with an optical flow cell, and LIBS was performed on an aerosol stream. Multivariate calibrations based on combined absorption and LIBS signals were built for Nd and Pr and then used to monitor concentrations in mixed solutions in a series of spiking tests. In these tests, the concentrations of Nd and Pr in solution were intermittently changed while spectroscopic signals were monitored in real-time. The combined spectroscopic signals and multivariate models were successful in monitoring changing concentrations of lanthanide species with high accuracy and minimal latency. Root-mean squared error of predictions were 0.015 mol L−1 and 0.019 mol L−1 for Nd and Pr respectively, and these lanthanides were able to be monitored to an accuracy of < 0.2 wt%. This work demonstrates both the capabilities of a sampling system for online analysis of liquids and the capabilities of multimodal spectroscopic characterization for real-time, continuous tracking of species in potentially hazardous liquid systems.

Graphical abstract: Online monitoring of lanthanide species with combined spectroscopy in flowing aqueous aerosol systems

Supplementary files

Article information

Article type
Paper
Submitted
10 Jun 2025
Accepted
02 Sep 2025
First published
23 Sep 2025
This article is Open Access
Creative Commons BY-NC license

RSC Adv., 2025,15, 35036-35046

Online monitoring of lanthanide species with combined spectroscopy in flowing aqueous aerosol systems

G. LeCroy, Q. Yang, M. Raab, R. Gakhar and A. Williams, RSC Adv., 2025, 15, 35036 DOI: 10.1039/D5RA04116C

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