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Rapid shipboard measurement of net-collected marine microplastic polymer types using near-infrared hyperspectral imaging

Isolation and detection of microplastics (MP) in marine samples is extremely cost- and labor-intensive, limiting the speed and amount of data that can be collected. In the current work, we describe rapid measurement of net-collected MPs (net mesh size 300 µm) using a benchtop near-infrared hyperspec...

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Autores principales: Beck, Aaron J., Kaandorp, Mikael, Hamm, Thea, Bogner, Boie, Kossel, Elke, Lenz, Mark, Haeckel, Matthias, Achterberg, Eric P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10285013/
https://www.ncbi.nlm.nih.gov/pubmed/36922436
http://dx.doi.org/10.1007/s00216-023-04634-6
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author Beck, Aaron J.
Kaandorp, Mikael
Hamm, Thea
Bogner, Boie
Kossel, Elke
Lenz, Mark
Haeckel, Matthias
Achterberg, Eric P.
author_facet Beck, Aaron J.
Kaandorp, Mikael
Hamm, Thea
Bogner, Boie
Kossel, Elke
Lenz, Mark
Haeckel, Matthias
Achterberg, Eric P.
author_sort Beck, Aaron J.
collection PubMed
description Isolation and detection of microplastics (MP) in marine samples is extremely cost- and labor-intensive, limiting the speed and amount of data that can be collected. In the current work, we describe rapid measurement of net-collected MPs (net mesh size 300 µm) using a benchtop near-infrared hyperspectral imaging system during a research expedition to the subtropical North Atlantic gyre. Suspected plastic particles were identified microscopically and mounted on a black adhesive background. Particles were imaged with a Specim FX17 near-infrared linescan camera and a motorized stage. A particle mapping procedure was built on existing edge-finding algorithms and a polymer identification method developed using spectra from virgin polymer reference materials. This preliminary work focused on polyethylene, polypropylene, and polystyrene as they are less dense than seawater and therefore likely to be found floating in the open ocean. A total of 27 net tows sampled 2534 suspected MP particles that were imaged and analyzed at sea. Approximately 77.1% of particles were identified as polyethylene, followed by polypropylene (9.2%). A small fraction of polystyrene was detected only at one station. Approximately 13.6% of particles were either other plastic polymers or were natural materials visually misidentified as plastics. Particle size distributions for PE and PP particles with a length greater than 1 mm followed an approximate power law relationship with abundance. This method allowed at-sea, near real-time identification of MP polymer types and particle dimensions, and shows great promise for rapid field measurements of microplastics in net-collected samples. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00216-023-04634-6.
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spelling pubmed-102850132023-06-23 Rapid shipboard measurement of net-collected marine microplastic polymer types using near-infrared hyperspectral imaging Beck, Aaron J. Kaandorp, Mikael Hamm, Thea Bogner, Boie Kossel, Elke Lenz, Mark Haeckel, Matthias Achterberg, Eric P. Anal Bioanal Chem Research Paper Isolation and detection of microplastics (MP) in marine samples is extremely cost- and labor-intensive, limiting the speed and amount of data that can be collected. In the current work, we describe rapid measurement of net-collected MPs (net mesh size 300 µm) using a benchtop near-infrared hyperspectral imaging system during a research expedition to the subtropical North Atlantic gyre. Suspected plastic particles were identified microscopically and mounted on a black adhesive background. Particles were imaged with a Specim FX17 near-infrared linescan camera and a motorized stage. A particle mapping procedure was built on existing edge-finding algorithms and a polymer identification method developed using spectra from virgin polymer reference materials. This preliminary work focused on polyethylene, polypropylene, and polystyrene as they are less dense than seawater and therefore likely to be found floating in the open ocean. A total of 27 net tows sampled 2534 suspected MP particles that were imaged and analyzed at sea. Approximately 77.1% of particles were identified as polyethylene, followed by polypropylene (9.2%). A small fraction of polystyrene was detected only at one station. Approximately 13.6% of particles were either other plastic polymers or were natural materials visually misidentified as plastics. Particle size distributions for PE and PP particles with a length greater than 1 mm followed an approximate power law relationship with abundance. This method allowed at-sea, near real-time identification of MP polymer types and particle dimensions, and shows great promise for rapid field measurements of microplastics in net-collected samples. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00216-023-04634-6. Springer Berlin Heidelberg 2023-03-16 2023 /pmc/articles/PMC10285013/ /pubmed/36922436 http://dx.doi.org/10.1007/s00216-023-04634-6 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Research Paper
Beck, Aaron J.
Kaandorp, Mikael
Hamm, Thea
Bogner, Boie
Kossel, Elke
Lenz, Mark
Haeckel, Matthias
Achterberg, Eric P.
Rapid shipboard measurement of net-collected marine microplastic polymer types using near-infrared hyperspectral imaging
title Rapid shipboard measurement of net-collected marine microplastic polymer types using near-infrared hyperspectral imaging
title_full Rapid shipboard measurement of net-collected marine microplastic polymer types using near-infrared hyperspectral imaging
title_fullStr Rapid shipboard measurement of net-collected marine microplastic polymer types using near-infrared hyperspectral imaging
title_full_unstemmed Rapid shipboard measurement of net-collected marine microplastic polymer types using near-infrared hyperspectral imaging
title_short Rapid shipboard measurement of net-collected marine microplastic polymer types using near-infrared hyperspectral imaging
title_sort rapid shipboard measurement of net-collected marine microplastic polymer types using near-infrared hyperspectral imaging
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10285013/
https://www.ncbi.nlm.nih.gov/pubmed/36922436
http://dx.doi.org/10.1007/s00216-023-04634-6
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