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°/m3, 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.

Comparison of hyperspectral imaging and FTIR spectroscopy for microplastic polymer identification. Proposal of a scalable protocol validated in a 12-month river survey / Serranti, Silvia; Bonifazi, Giuseppe; Cocozza, Pietro; Cucuzza, Paola; Palmieri, Roberta; Benzi, Margherita; Lezzi, Marco; Mazziotti, Cristina; Riccardi, Elena; Barbieri, Elena; Ingrando, Irene; Moroni, Fernanda. - In: TALANTA. - ISSN 0039-9140. - 302:(2026). [10.1016/j.talanta.2026.129361]

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

Silvia Serranti
;
Giuseppe Bonifazi;Pietro Cocozza;Paola Cucuzza;Roberta Palmieri;
2026

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°/m3, 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.
2026
microplastics; hyperspectral imaging; FTIR spectroscopy; environmental monitoring; polymer identification; Po river
01 Pubblicazione su rivista::01a Articolo in rivista
Comparison of hyperspectral imaging and FTIR spectroscopy for microplastic polymer identification. Proposal of a scalable protocol validated in a 12-month river survey / Serranti, Silvia; Bonifazi, Giuseppe; Cocozza, Pietro; Cucuzza, Paola; Palmieri, Roberta; Benzi, Margherita; Lezzi, Marco; Mazziotti, Cristina; Riccardi, Elena; Barbieri, Elena; Ingrando, Irene; Moroni, Fernanda. - In: TALANTA. - ISSN 0039-9140. - 302:(2026). [10.1016/j.talanta.2026.129361]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1767310
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