Literature DB >> 33686150

Spectral reflectance of marine macroplastics in the VNIR and SWIR measured in a controlled environment.

Mehrdad Moshtaghi1, Els Knaeps2, Sindy Sterckx2, Shungudzemwoyo Garaba3, Dieter Meire4.   

Abstract

While at least 8 million tons of plastic litter are ending up in our oceans every year and research on marine litter detection is increasing, the spectral properties of wet as well as submerged plastics in natural marine environments are still largely unknown. Scientific evidence-based knowledge about these spectral characteristics has relevance especially to the research and development of future remote sensing technologies for plastic litter detection. In an effort to bridge this gap, we present one of the first studies about the hyperspectral reflectances of virgin and naturally weathered plastics submerged in water at varying suspended sediment concentrations and depth. We also conducted further analyses on the different polymer types such as Polyethylene terephthalate (PET), Polypropylene (PP), Polyester (PEST) and Low-density polyethylene (PE-LD) to better understand the effect of water absorption on their spectral reflectance. Results show the importance of using spectral wavebands in both the visible and shortwave infrared (SWIR) spectrum for litter detection, especially when plastics are wet or slightly submerged which is often the case in natural aquatic environments. Finally, we demonstrate in an example how to use the open access data set driven from this research as a reference for the development of marine litter detection algorithms.

Entities:  

Year:  2021        PMID: 33686150     DOI: 10.1038/s41598-021-84867-6

Source DB:  PubMed          Journal:  Sci Rep        ISSN: 2045-2322            Impact factor:   4.379


  1 in total

1.  Sensing Ocean Plastics with an Airborne Hyperspectral Shortwave Infrared Imager.

Authors:  Shungudzemwoyo P Garaba; Jen Aitken; Boyan Slat; Heidi M Dierssen; Laurent Lebreton; Oliver Zielinski; Julia Reisser
Journal:  Environ Sci Technol       Date:  2018-09-25       Impact factor: 9.028

  1 in total
  2 in total

1.  MARIDA: A benchmark for Marine Debris detection from Sentinel-2 remote sensing data.

Authors:  Katerina Kikaki; Ioannis Kakogeorgiou; Paraskevi Mikeli; Dionysios E Raitsos; Konstantinos Karantzalos
Journal:  PLoS One       Date:  2022-01-07       Impact factor: 3.240

2.  Comparative Study of Polyethylene Films Embedded with Oxide Nanoparticles of Granulated and Free-Standing Nature.

Authors:  Stavros Christopoulos; Nicos C Angastiniotis; Valerie Laux-Le Guyon; Eliane Bsaibess; Loukas Koutsokeras; Benoît Duponchel; Joumana El-Rifai; Liang Li; Ahmed Slimani
Journal:  Polymers (Basel)       Date:  2022-06-28       Impact factor: 4.967

  2 in total

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