Towards the Spectral Mapping of Plastic Debris on Beaches

Floating and washed ashore marine plastic debris (MPD) is a growing environmental challenge. It has become evident that secluded locations including the Arctic, Antarctic, and remote islands are being impacted by plastic pollution generated thousands of kilometers away. Optical remote sensing of MPD...

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Published in:Remote Sensing
Main Authors: Jenna A. Guffogg, Mariela Soto-Berelov, Simon D. Jones, Chris J. Bellman, Jennifer L. Lavers, Andrew K. Skidmore
Format: Article in Journal/Newspaper
Language:English
Published: MDPI AG 2021
Subjects:
Q
Online Access:https://doi.org/10.3390/rs13091850
https://doaj.org/article/e8f7085b95644903a8f4df23a94e4fc5
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spelling ftdoajarticles:oai:doaj.org/article:e8f7085b95644903a8f4df23a94e4fc5 2023-05-15T14:01:29+02:00 Towards the Spectral Mapping of Plastic Debris on Beaches Jenna A. Guffogg Mariela Soto-Berelov Simon D. Jones Chris J. Bellman Jennifer L. Lavers Andrew K. Skidmore 2021-05-01T00:00:00Z https://doi.org/10.3390/rs13091850 https://doaj.org/article/e8f7085b95644903a8f4df23a94e4fc5 EN eng MDPI AG https://www.mdpi.com/2072-4292/13/9/1850 https://doaj.org/toc/2072-4292 doi:10.3390/rs13091850 2072-4292 https://doaj.org/article/e8f7085b95644903a8f4df23a94e4fc5 Remote Sensing, Vol 13, Iss 1850, p 1850 (2021) Cocos (Keeling) Islands plastic debris proximal remote sensing macroplastics spectral absorption features shortwave infrared Science Q article 2021 ftdoajarticles https://doi.org/10.3390/rs13091850 2022-12-31T16:16:32Z Floating and washed ashore marine plastic debris (MPD) is a growing environmental challenge. It has become evident that secluded locations including the Arctic, Antarctic, and remote islands are being impacted by plastic pollution generated thousands of kilometers away. Optical remote sensing of MPD is an emerging field that can aid in monitoring remote environments where in-person observation and data collection is not always feasible. Here we evaluate MPD spectral features in the visible to shortwave infrared regions for detecting varying quantities of MPD that have accumulated on beaches using a spectroradiometer. Measurements were taken from a range of in situ MPD accumulations ranging from 0.08% to 7.94% surface coverage. Our results suggest that spectral absorption features at 1215 nm and 1732 nm are useful for detecting varying abundance levels of MPD in a complex natural environment, however other absorption features at 931 nm, 1045 nm and 2046 nm could not detect in situ MPD. The reflectance of some in situ MPD accumulations was statistically different from samples that only contained organic debris and sand between 1.56% and 7.94% surface cover; however other samples with similar surface cover did not have reflectance that was statistically different from samples containing no MPD. Despite MPD being detectable against a background of sand and organic beach debris, a clear relationship between the surface cover of MPD and the strength of key absorption features could not be established. Additional research is needed to advance our understanding of the factors, such as type of MPD assemblage, that contribute to the bulk reflectance of MPD contaminated landscapes. Article in Journal/Newspaper Antarc* Antarctic Arctic Directory of Open Access Journals: DOAJ Articles Antarctic Arctic Remote Sensing 13 9 1850
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Cocos (Keeling) Islands
plastic debris
proximal remote sensing
macroplastics
spectral absorption features
shortwave infrared
Science
Q
spellingShingle Cocos (Keeling) Islands
plastic debris
proximal remote sensing
macroplastics
spectral absorption features
shortwave infrared
Science
Q
Jenna A. Guffogg
Mariela Soto-Berelov
Simon D. Jones
Chris J. Bellman
Jennifer L. Lavers
Andrew K. Skidmore
Towards the Spectral Mapping of Plastic Debris on Beaches
topic_facet Cocos (Keeling) Islands
plastic debris
proximal remote sensing
macroplastics
spectral absorption features
shortwave infrared
Science
Q
description Floating and washed ashore marine plastic debris (MPD) is a growing environmental challenge. It has become evident that secluded locations including the Arctic, Antarctic, and remote islands are being impacted by plastic pollution generated thousands of kilometers away. Optical remote sensing of MPD is an emerging field that can aid in monitoring remote environments where in-person observation and data collection is not always feasible. Here we evaluate MPD spectral features in the visible to shortwave infrared regions for detecting varying quantities of MPD that have accumulated on beaches using a spectroradiometer. Measurements were taken from a range of in situ MPD accumulations ranging from 0.08% to 7.94% surface coverage. Our results suggest that spectral absorption features at 1215 nm and 1732 nm are useful for detecting varying abundance levels of MPD in a complex natural environment, however other absorption features at 931 nm, 1045 nm and 2046 nm could not detect in situ MPD. The reflectance of some in situ MPD accumulations was statistically different from samples that only contained organic debris and sand between 1.56% and 7.94% surface cover; however other samples with similar surface cover did not have reflectance that was statistically different from samples containing no MPD. Despite MPD being detectable against a background of sand and organic beach debris, a clear relationship between the surface cover of MPD and the strength of key absorption features could not be established. Additional research is needed to advance our understanding of the factors, such as type of MPD assemblage, that contribute to the bulk reflectance of MPD contaminated landscapes.
format Article in Journal/Newspaper
author Jenna A. Guffogg
Mariela Soto-Berelov
Simon D. Jones
Chris J. Bellman
Jennifer L. Lavers
Andrew K. Skidmore
author_facet Jenna A. Guffogg
Mariela Soto-Berelov
Simon D. Jones
Chris J. Bellman
Jennifer L. Lavers
Andrew K. Skidmore
author_sort Jenna A. Guffogg
title Towards the Spectral Mapping of Plastic Debris on Beaches
title_short Towards the Spectral Mapping of Plastic Debris on Beaches
title_full Towards the Spectral Mapping of Plastic Debris on Beaches
title_fullStr Towards the Spectral Mapping of Plastic Debris on Beaches
title_full_unstemmed Towards the Spectral Mapping of Plastic Debris on Beaches
title_sort towards the spectral mapping of plastic debris on beaches
publisher MDPI AG
publishDate 2021
url https://doi.org/10.3390/rs13091850
https://doaj.org/article/e8f7085b95644903a8f4df23a94e4fc5
geographic Antarctic
Arctic
geographic_facet Antarctic
Arctic
genre Antarc*
Antarctic
Arctic
genre_facet Antarc*
Antarctic
Arctic
op_source Remote Sensing, Vol 13, Iss 1850, p 1850 (2021)
op_relation https://www.mdpi.com/2072-4292/13/9/1850
https://doaj.org/toc/2072-4292
doi:10.3390/rs13091850
2072-4292
https://doaj.org/article/e8f7085b95644903a8f4df23a94e4fc5
op_doi https://doi.org/10.3390/rs13091850
container_title Remote Sensing
container_volume 13
container_issue 9
container_start_page 1850
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