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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Main Authors: Laura Corbari, Mario Minacapilli, Giuseppe Ciraolo, Fulvio Capodici
Format: Article
Language:English
Published: Nature Portfolio 2024-10-01
Series:Scientific Reports
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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.
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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
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AT fulviocapodici indoorlaboratoryexperimentsforbeachlitterspectroradiometricanalyses