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

Talanta 2026 1 citation ? Citation count from OpenAlex, updated daily. May differ slightly from the publisher's own count. Score: 45 ? 0–100 AI score estimating relevance to the microplastics field. Papers below 30 are filtered from public browse.
Silvia Serranti, Pietro Cocozza, Pietro Cocozza, Pietro Cocozza, Pietro Cocozza, Silvia Serranti, Pietro Cocozza, Silvia Serranti, Roberta Palmieri, Silvia Serranti, Giuseppe Bonifazi, Paola Cucuzza, Giuseppe Bonifazi, Giuseppe Bonifazi, Giuseppe Bonifazi, Silvia Serranti, Pietro Cocozza, Roberta Palmieri, Giuseppe Bonifazi, Silvia Serranti, Silvia Serranti, Roberta Palmieri, Paola Cucuzza, Silvia Serranti, Silvia Serranti, Roberta Palmieri, Pietro Cocozza, Giuseppe Bonifazi, Giuseppe Bonifazi, Silvia Serranti, Silvia Serranti, Pietro Cocozza, Paola Cucuzza, Paola Cucuzza, Giuseppe Bonifazi, Giuseppe Bonifazi, Giuseppe Bonifazi, Paola Cucuzza, Giuseppe Bonifazi, Pietro Cocozza, Silvia Serranti, Silvia Serranti, Pietro Cocozza, Cristina Mazziotti, Silvia Serranti, Paola Cucuzza, Silvia Serranti, Silvia Serranti, Silvia Serranti, Giuseppe Bonifazi, Paola Cucuzza, Roberta Palmieri, Cristina Mazziotti, Elena Riccardi, Irene Ingrando, Elena Riccardi, Silvia Serranti, Silvia Serranti, Margherita Benzi, Giuseppe Bonifazi, Margherita Benzi, Giuseppe Bonifazi, Silvia Serranti, Roberta Palmieri, Giuseppe Bonifazi, Giuseppe Bonifazi, Margherita Benzi, Margherita Benzi, Giuseppe Bonifazi, Giuseppe Bonifazi, Giuseppe Bonifazi, Marco Lezzi, Silvia Serranti, Silvia Serranti, Cristina Mazziotti, Cristina Mazziotti, Giuseppe Bonifazi, Elena Riccardi, Elena Riccardi, Elena Barbieri, Elena Barbieri, Irene Ingrando, Giuseppe Bonifazi, F. Moroni, F. Moroni

Summary

A 12-month monitoring campaign along the Po River (Italy) systematically compared hyperspectral imaging (HSI) and FTIR/micro-FTIR spectroscopy for microplastic polymer identification. HSI offered faster throughput while FTIR provided higher chemical specificity, suggesting a complementary multi-method approach for routine MP monitoring.

Polymers
Study Type Environmental

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<sup>3</sup>, 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 % 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.

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