Indoor laboratory experiments for beach litter spectroradiometric analyses
Abstract Marine pollution is a growing global issue, impacting both marine ecosystem and human health. High quantities of debris, mainly composed by plastic items, have been identified both in the coastal area and in the sea environment. Remote sensing techniques represent an useful tool (complement...
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Nature Portfolio
2024-10-01
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Online Access: | https://doi.org/10.1038/s41598-024-74278-8 |
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author | Laura Corbari Mario Minacapilli Giuseppe Ciraolo Fulvio Capodici |
author_facet | Laura Corbari Mario Minacapilli Giuseppe Ciraolo Fulvio Capodici |
author_sort | Laura Corbari |
collection | DOAJ |
description | Abstract Marine pollution is a growing global issue, impacting both marine ecosystem and human health. High quantities of debris, mainly composed by plastic items, have been identified both in the coastal area and in the sea environment. Remote sensing techniques represent an useful tool (complementary to the in-situ campaigns) to monitor litter in the coastal environment, especially if the spectral signatures of the debris are known. In this framework, harvested beach litter (plastic items especially) were collected from two sandy beaches. The samples were spectrally characterised by implementing two indoor laboratory experiments with the aim to infer the best wavelengths to be used for beach litter detection via the spectral angle mapper index. Due to lack of a scientific protocol concerning the spectral data acquisition, two experimental setups were carried out to simulate the direct and diffuse illumination conditions. For around 30% of the samples, the spectral signatures are influenced by the two experimental setups. Outcomes suggest that for the majority of the samples green, blue, red-edge and some infrared bands are suitable for the beach litter detection. |
format | Article |
id | doaj-art-ff8adb720bc9496188e3d2c58a04ada2 |
institution | Kabale University |
issn | 2045-2322 |
language | English |
publishDate | 2024-10-01 |
publisher | Nature Portfolio |
record_format | Article |
series | Scientific Reports |
spelling | doaj-art-ff8adb720bc9496188e3d2c58a04ada22024-11-24T12:25:59ZengNature PortfolioScientific Reports2045-23222024-10-011411910.1038/s41598-024-74278-8Indoor laboratory experiments for beach litter spectroradiometric analysesLaura Corbari0Mario Minacapilli1Giuseppe Ciraolo2Fulvio Capodici3Dipartimento di Ingegneria, Università degli Studi di PalermoDipartimento di Ingegneria, Università degli Studi di PalermoDipartimento di Ingegneria, Università degli Studi di PalermoDipartimento di Ingegneria, Università degli Studi di PalermoAbstract Marine pollution is a growing global issue, impacting both marine ecosystem and human health. High quantities of debris, mainly composed by plastic items, have been identified both in the coastal area and in the sea environment. Remote sensing techniques represent an useful tool (complementary to the in-situ campaigns) to monitor litter in the coastal environment, especially if the spectral signatures of the debris are known. In this framework, harvested beach litter (plastic items especially) were collected from two sandy beaches. The samples were spectrally characterised by implementing two indoor laboratory experiments with the aim to infer the best wavelengths to be used for beach litter detection via the spectral angle mapper index. Due to lack of a scientific protocol concerning the spectral data acquisition, two experimental setups were carried out to simulate the direct and diffuse illumination conditions. For around 30% of the samples, the spectral signatures are influenced by the two experimental setups. Outcomes suggest that for the majority of the samples green, blue, red-edge and some infrared bands are suitable for the beach litter detection.https://doi.org/10.1038/s41598-024-74278-8Marine litterBeach litterSpectroradiometric analysesStandardised protocolIllumination geometry |
spellingShingle | Laura Corbari Mario Minacapilli Giuseppe Ciraolo Fulvio Capodici Indoor laboratory experiments for beach litter spectroradiometric analyses Scientific Reports Marine litter Beach litter Spectroradiometric analyses Standardised protocol Illumination geometry |
title | Indoor laboratory experiments for beach litter spectroradiometric analyses |
title_full | Indoor laboratory experiments for beach litter spectroradiometric analyses |
title_fullStr | Indoor laboratory experiments for beach litter spectroradiometric analyses |
title_full_unstemmed | Indoor laboratory experiments for beach litter spectroradiometric analyses |
title_short | Indoor laboratory experiments for beach litter spectroradiometric analyses |
title_sort | indoor laboratory experiments for beach litter spectroradiometric analyses |
topic | Marine litter Beach litter Spectroradiometric analyses Standardised protocol Illumination geometry |
url | https://doi.org/10.1038/s41598-024-74278-8 |
work_keys_str_mv | AT lauracorbari indoorlaboratoryexperimentsforbeachlitterspectroradiometricanalyses AT mariominacapilli indoorlaboratoryexperimentsforbeachlitterspectroradiometricanalyses AT giuseppeciraolo indoorlaboratoryexperimentsforbeachlitterspectroradiometricanalyses AT fulviocapodici indoorlaboratoryexperimentsforbeachlitterspectroradiometricanalyses |