4.7 Article

Degradation degree analysis of environmental microplastics by micro FT-IR imaging technology

Journal

CHEMOSPHERE
Volume 274, Issue -, Pages -

Publisher

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.chemosphere.2021.129779

Keywords

Microplastics; Degradation; Attenuated total reflectance (ATR); Image; Spectra; Fusion model

Funding

  1. Natural Science Foundation of China [61805180]
  2. Natural Science Foundation of Zhejiang [LQ20F030021]
  3. Wenzhou science and technology bureau general project [G20200044, G20190024]

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The study investigated the potential of a spectral-image fusion strategy to analyze the degradation degree of polyethylene microplastics naturally exposed on the coastline. The proposed fusion model showed a significant ability to classify the degradation degree of environmental microplastics samples with high accuracy. This is the first attempt to qualitatively measure the degradation degree of naturally exposed microplastics based on a spectral-image fusion model.
The degradation potential of microplastics remains a critical issue for researching marine litter, and it is one of the most important factors that can be used for calculating the persistence time of microplastics in certain conditions. However, there are lack of standard or approved methods for estimating the ageing stage of environmental microplastics. In this study, the potential of spectral-image fusion strategy was investigated to analyze the degradation degree of polyethylene microplastics in natural exposure of coastline. The proposed spectral-image fusion linear model showed a significant ability to classify the degradation degree of environmental microplastics samples with the best accuracy of 97.1% as compared to two single-sensing information-based linear models (with one spectral wavelength of the carbonyl index at 1720 cm(-1) or three-channel components from LAB color-space). This is the first attempt to qualitatively measure the degradation degree of the naturally exposed microplastics based on spectral-image fusion model. The proposed fusion model based strategy is an effective tool for predicting the degradation degree of the field exposed microplastics. (C) 2021 Elsevier Ltd. All rights reserved.

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