2022
DOI: 10.1007/s11356-022-18501-x
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Classification and distribution of freshwater microplastics along the Italian Po river by hyperspectral imaging

Abstract: In this work, freshwater microplastic samples collected from four different stations along the Italian Po river were characterized in terms of abundance, distribution, category, morphological and morphometrical features, and polymer type. The correlation between microplastic category and polymer type was also evaluated. Polymer identification was carried out developing and implementing a new and effective hierarchical classification logic applied to hyperspectral images acquired in the short-wave infrared rang… Show more

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Cited by 42 publications
(10 citation statements)
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“…Polymers composed of polyethylene, polypropylene, and polystyrene were selected as pristine materials due to their overall production and dispersion into the environment [ 31 , 32 ].…”
Section: Mandmsmentioning
confidence: 99%
“…Polymers composed of polyethylene, polypropylene, and polystyrene were selected as pristine materials due to their overall production and dispersion into the environment [ 31 , 32 ].…”
Section: Mandmsmentioning
confidence: 99%
“…Fragments (58.38%) were the dominant shape, followed by foams (14.40%), filaments (10.06%), fibers (8.28%), microbeads (3.94%), films (3.55%) and pellets (1.38%) (Figure 2.). Fragments usually originate from the breakdown of larger plastic particles (Bošković et al, 2022), fibers and filaments are usually derived from clothes, fabrics and fishing gear, microbeads from cosmetic products (Fan et al, 2021), films from packaging, bags or wrapping material and foams are probably due to the degradation of domestic packaging and pristine polystyrene (PS) foam (Fiore et al, 2022).…”
Section: Resultsmentioning
confidence: 99%
“…To this aim, different methods can be used (e.g., Raman, μRaman, FTIR microscopy, SEM) 51 53 . Innovative approaches are based on HyperSpectral Imaging (HSI) technique, which uses hyperspectral images acquired in the short-wave infrared range (SWIR: 1000–2500 nm) to characterize MPs in terms of abundance, distribution, category, morphological and morphometrical features, and polymer type 54 56 In 57 a review of 80 papers on microplastic particles in marine sediments for different sedimentary environments is proposed.…”
Section: Overview Of Suitable Investigationsmentioning
confidence: 99%