Comparison of hyperspectral imaging and FTIR spectroscopy for microplastic polymer identification: Proposal of a scalable protocol validated in a 12-month river survey

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Authors: Silvia Serranti, Giuseppe Bonifazi, Pietro Cocozza, Paola Cucuzza, Roberta Palmieri, Margherita Benzi, Marco Lezzi, Cristina Mazziotti, Elena Riccardi, Elena Barbieri, Irene Ingrando, F. Moroni
Cited by: 5
References: 53

Abstract

In this study, hyperspectral imaging (HSI) was systematically compared with Fourier-transform infrared spectroscopy (FTIR/micro-FTIR) for microplastic (MP) polymer identification using environmental samples collected during a 12-month monitoring campaign at six stations along 300 km of the Po River (Italy), following the Marine Strategy Framework Directive (MSFD, 2008/56/EC) guidelines adapted to freshwater environments. In total, 11,828 MP particles (330 μm-5 mm) were collected and analyzed to assess MP abundance, morphology, color and polymer composition. Across the monitored sites and sampling period, MP concentrations ranged from 0.03 to 12.7 n°/m 3 , generally lower than values reported for other major world rivers. Fragments and foam dominated the MP categories (56% and 24%, respectively), and white was the dominant color (57%), while PE, PP and EPS were the most abundant polymers (44.9%, 28.8% and 22.5%, respectively). The particle-by-particle comparison between HSI in the short-wave infrared range (1000-2500 nm) and FTIR or micro-FTIR, depending on particle size, yielded an overall polymer identification agreement exceeding 99%. HSI significantly improved analytical efficiency, requiring only 8 min for classification of 100 particles compared to 300-500 min using FTIR/micro-FTIR spectroscopy. Black MP particles (8.2% of the total) were systematically excluded from HSI analysis and characterized exclusively by FTIR/micro-FTIR. The results support the proposal of a new analytical protocol using HSI as the primary tool for polymer classification, with FTIR/micro-FTIR reserved for black or unclassified particles, enabling faster, scalable and reliable MP monitoring.

Fields of Study & Subjects

Microplastics and Plastic Pollution Marine and coastal ecosystems Environmental Chemistry and Analysis

Publication details

Journal / source
Talanta
Publisher
Elsevier BV
Volume
302
Pages
129361–129361
Publication date
5 January 2026
Language
EN