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Hyperspectral reflectance of pristine, ocean weathered and biofouled plastics from a dry to wet and submerged state

Earth system science data 2023 10 citations ? Citation count from OpenAlex, updated daily. May differ slightly from the publisher's own count. Score: 40 ? 0–100 AI score estimating relevance to the microplastics field. Papers below 30 are filtered from public browse.
Shungudzemwoyo P. Garaba, Shungudzemwoyo P. Garaba, Sarah‐Jeanne Royer Sarah‐Jeanne Royer Shungudzemwoyo P. Garaba, Robin de Vries, Robin de Vries, Shungudzemwoyo P. Garaba, Shungudzemwoyo P. Garaba, Sarah‐Jeanne Royer Sarah‐Jeanne Royer Shungudzemwoyo P. Garaba, Shungudzemwoyo P. Garaba, Shungudzemwoyo P. Garaba, Shungudzemwoyo P. Garaba, Sarah‐Jeanne Royer Sarah‐Jeanne Royer Sarah‐Jeanne Royer Robin de Vries, Robin de Vries, Sarah‐Jeanne Royer Shungudzemwoyo P. Garaba, Robin de Vries, Shungudzemwoyo P. Garaba, Sarah‐Jeanne Royer

Summary

Researchers built an open-access hyperspectral library covering pristine, ocean-weathered, and artificially biofouled plastics measured from dry through submerged states, filling a gap in reference data needed for satellite and drone-based plastic pollution monitoring. The library is particularly valuable because biofouling alters a plastic's optical signature and makes remote identification much harder, so having reference spectra for fouled materials improves algorithm accuracy for detecting plastic debris in real-world ocean environments.

Study Type Environmental

Abstract. High-quality spectral reference libraries are important for algorithm development and identification of diagnostic optical characteristics of target objects in earth observation monitoring applications. We present additional measurements conducted using hyperspectral sensor technologies in a laboratory and an outdoor setting to further extend high-quality data as well as diversity in available open-access spectral reference libraries. These observations involved gathering hyperspectral single-pixel-point and multipixel optical properties of a diverse set of plastic materials (e.g., ropes, nets, packaging, and personal protective equipment). Measurements of COVID-19 personal protective equipment were conducted to also further expand spectral reference datasets that could be useful in remote sensing the mismanaged waste in the natural environment that was generated during the pandemic. The sample set consisted of virgin polymers and ocean weathered and artificially biofouled objects of varying apparent colors, shapes, forms, thicknesses, and opacity. A Spectral Evolution spectroradiometer was used to collect hyperspectral reflectance single-pixel-point information from 280 to 2500 nm. Imaging was also performed using a Specim IQ hyperspectral camera from 400 to 1000 nm. Sampling underwater was completed in intervals of 0.005–0.215 m within a depth range covering 0.005–0.715 m. All optical measurements are available in open access for the laboratory experiment via https://doi.org/10.4121/769cc482-b104-4927-a94b-b16f6618c3b3 (de Vries and Garaba, 2023) and an outdoor campaign involving the biofouling samples via https://doi.org/10.4121/7c53b72a-be97-478b-9288-ff9c850de64b (de Vries et al., 2023).

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