Seasonal hotspots of beach litter in the North-East Atlantic linked to aquaculture and river runoff

12 pages, 5 figures, supplementary information https://doi.org/10.1038/s43247-024-01913-7.-- Data availability: All data sets utilized in this study are publicly accessible. The OSPAR data set, detailing beach litter information, is available for download at https://beachlitter.ospar.org/survey/expo...

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Detalles Bibliográficos
Autores: Rieger, Niclas, Olmedo, Estrella, Thiel, Martin, Salvo, Vanessa Sarah, Honorato-Zimmer, Daniela, Vásquez, Nelson, Turiel, Antonio, Piera, Jaume
Tipo de recurso: artículo
Estado:Versión publicada
Fecha de publicación:2024
País:España
Institución:Consejo Superior de Investigaciones Científicas (CSIC)
Repositorio:DIGITAL.CSIC. Repositorio Institucional del CSIC
OAI Identifier:oai:digital.csic.es:10261/375354
Acceso en línea:http://hdl.handle.net/10261/375354
Access Level:acceso abierto
Palabra clave:http://metadata.un.org/sdg/6
Ensure availability and sustainable management of water and sanitation for all
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network_acronym_str ES
network_name_str España
repository_id_str
dc.title.none.fl_str_mv Seasonal hotspots of beach litter in the North-East Atlantic linked to aquaculture and river runoff
title Seasonal hotspots of beach litter in the North-East Atlantic linked to aquaculture and river runoff
spellingShingle Seasonal hotspots of beach litter in the North-East Atlantic linked to aquaculture and river runoff
Rieger, Niclas
http://metadata.un.org/sdg/6
Ensure availability and sustainable management of water and sanitation for all
title_short Seasonal hotspots of beach litter in the North-East Atlantic linked to aquaculture and river runoff
title_full Seasonal hotspots of beach litter in the North-East Atlantic linked to aquaculture and river runoff
title_fullStr Seasonal hotspots of beach litter in the North-East Atlantic linked to aquaculture and river runoff
title_full_unstemmed Seasonal hotspots of beach litter in the North-East Atlantic linked to aquaculture and river runoff
title_sort Seasonal hotspots of beach litter in the North-East Atlantic linked to aquaculture and river runoff
dc.creator.none.fl_str_mv Rieger, Niclas
Olmedo, Estrella
Thiel, Martin
Salvo, Vanessa Sarah
Honorato-Zimmer, Daniela
Vásquez, Nelson
Turiel, Antonio
Piera, Jaume
author Rieger, Niclas
author_facet Rieger, Niclas
Olmedo, Estrella
Thiel, Martin
Salvo, Vanessa Sarah
Honorato-Zimmer, Daniela
Vásquez, Nelson
Turiel, Antonio
Piera, Jaume
author_role author
author2 Olmedo, Estrella
Thiel, Martin
Salvo, Vanessa Sarah
Honorato-Zimmer, Daniela
Vásquez, Nelson
Turiel, Antonio
Piera, Jaume
author2_role author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv European Commission
Agencia Estatal de Investigación (España)
Consejo Superior de Investigaciones Científicas [https://ror.org/02gfc7t72]
dc.subject.none.fl_str_mv http://metadata.un.org/sdg/6
Ensure availability and sustainable management of water and sanitation for all
topic http://metadata.un.org/sdg/6
Ensure availability and sustainable management of water and sanitation for all
description 12 pages, 5 figures, supplementary information https://doi.org/10.1038/s43247-024-01913-7.-- Data availability: All data sets utilized in this study are publicly accessible. The OSPAR data set, detailing beach litter information, is available for download at https://beachlitter.ospar.org/survey/export. Data on river discharge for the European Flood Awareness System (EFAS) domain is provided by the Copernicus Climate Data Store (CDS) (https://doi.org/10.24381/cds.9f696a7a). Ocean wave reanalysis data is obtainable from the Copernicus Marine Environmental Monitoring Service (CMEMS) (https://doi.org/10.48670/moi-00022). Data on riverine macroplastic emissions43 are available at https://doi.org/10.17026/dans-xaa-kug9. Production data from wild capture fisheries and aquaculture are available from the Food and Agriculture Organization (FAO) at https://www.fao.org/fishery/en/collection/capture?lang=en and https://www.fao.org/fishery/en/collection/aquaculture?lang=en, respectively. Monthly exports for fish and aquaculture products can be sourced from the European Market Observatory for Fisheries and Aquaculture Products (EUMOFA) at https://eumofa.eu/data. Additionally, the locations of mariculture farms59 are published at https://doi.org/10.5063/F1736PBP, which are partly based on data provided by the European Marine Observation and Data Network (EMODnet), available at https://emodnet.ec.europa.eu/geonetwork/srv/eng/catalog.search#/home. The results of this study are available at https://doi.org/10.6084/m9.figshare.26155156.-- Code availability:In the spirit of transparency, open science, and reproducibility, we have made all scripts available for processing and analyzing the data, as well as for producing the figures used in our study: https://github.com/nicrie/seasonality_ospar
publishDate 2024
dc.date.none.fl_str_mv 2024
2024
2024
dc.type.none.fl_str_mv info:eu-repo/semantics/article
http://purl.org/coar/resource_type/c_6501
Publisher's version
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/10261/375354
url http://hdl.handle.net/10261/375354
dc.language.none.fl_str_mv Inglés
language_invalid_str_mv Inglés
dc.relation.none.fl_str_mv #PLACEHOLDER_PARENT_METADATA_VALUE#
info:eu-repo/grantAgreement/EC/HE/101008724
https://doi.org/10.1038/s43247-024-01913-7
Sí
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Nature Publishing Group
publisher.none.fl_str_mv Nature Publishing Group
dc.source.none.fl_str_mv reponame:DIGITAL.CSIC. Repositorio Institucional del CSIC
instname:Consejo Superior de Investigaciones Científicas (CSIC)
instname_str Consejo Superior de Investigaciones Científicas (CSIC)
reponame_str DIGITAL.CSIC. Repositorio Institucional del CSIC
collection DIGITAL.CSIC. Repositorio Institucional del CSIC
repository.name.fl_str_mv
repository.mail.fl_str_mv
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spelling Seasonal hotspots of beach litter in the North-East Atlantic linked to aquaculture and river runoffRieger, NiclasOlmedo, EstrellaThiel, MartinSalvo, Vanessa SarahHonorato-Zimmer, DanielaVásquez, NelsonTuriel, AntonioPiera, Jaumehttp://metadata.un.org/sdg/6Ensure availability and sustainable management of water and sanitation for all12 pages, 5 figures, supplementary information https://doi.org/10.1038/s43247-024-01913-7.-- Data availability: All data sets utilized in this study are publicly accessible. The OSPAR data set, detailing beach litter information, is available for download at https://beachlitter.ospar.org/survey/export. Data on river discharge for the European Flood Awareness System (EFAS) domain is provided by the Copernicus Climate Data Store (CDS) (https://doi.org/10.24381/cds.9f696a7a). Ocean wave reanalysis data is obtainable from the Copernicus Marine Environmental Monitoring Service (CMEMS) (https://doi.org/10.48670/moi-00022). Data on riverine macroplastic emissions43 are available at https://doi.org/10.17026/dans-xaa-kug9. Production data from wild capture fisheries and aquaculture are available from the Food and Agriculture Organization (FAO) at https://www.fao.org/fishery/en/collection/capture?lang=en and https://www.fao.org/fishery/en/collection/aquaculture?lang=en, respectively. Monthly exports for fish and aquaculture products can be sourced from the European Market Observatory for Fisheries and Aquaculture Products (EUMOFA) at https://eumofa.eu/data. Additionally, the locations of mariculture farms59 are published at https://doi.org/10.5063/F1736PBP, which are partly based on data provided by the European Marine Observation and Data Network (EMODnet), available at https://emodnet.ec.europa.eu/geonetwork/srv/eng/catalog.search#/home. The results of this study are available at https://doi.org/10.6084/m9.figshare.26155156.-- Code availability:In the spirit of transparency, open science, and reproducibility, we have made all scripts available for processing and analyzing the data, as well as for producing the figures used in our study: https://github.com/nicrie/seasonality_osparMacroplastic pollution is a pervasive global environmental challenge, adversely affecting marine ecosystems, wildlife and human health. Understanding temporal variations is crucial for identifying pollution sources and developing effective mitigation policies. However, in-situ data from beach surveys are often irregular, both spatially and temporally, and highly variable, complicating robust statistical conclusions. Here we employ a Bayesian machine learning framework to investigate seasonal variations, identify regional hotspots and elucidate their anthropogenic drivers. Using data from 3866 surveys across 168 western European beaches, we leverage a spatial log-Gaussian Cox Process to enhance statistical inference by integrating information from nearby beaches. Distinct seasonal patterns emerge, with winter and spring exhibiting the highest pollution levels, while pronounced regional differences highlight seasonal pollution hotspots in the western Iberian Peninsula, French coastline, Irish Sea and Skagerrak region. These peaks are attributed to riverine emissions and aquaculture activities, highlighting the potential impact of these sources on beach pollution. Our findings advocate for enhanced, time-specific monitoring to effectively manage litter hotspots, emphasizing the importance of aquaculture-related plastic emissionsThis research was funded by the European Commission’s MINKE project under Horizon 2020 (grant agreement No. 101008724). The ICM-CSIC authors acknowledge the support of the “Severo Ochoa Centre of Excellence” (CEX2019-000928-S)Peer reviewedNature Publishing GroupEuropean CommissionAgencia Estatal de Investigación (España)Consejo Superior de Investigaciones Científicas [https://ror.org/02gfc7t72]202420242024info:eu-repo/semantics/articlehttp://purl.org/coar/resource_type/c_6501Publisher's versioninfo:eu-repo/semantics/publishedVersionhttp://hdl.handle.net/10261/375354reponame:DIGITAL.CSIC. Repositorio Institucional del CSICinstname:Consejo Superior de Investigaciones Científicas (CSIC)Inglés#PLACEHOLDER_PARENT_METADATA_VALUE#info:eu-repo/grantAgreement/EC/HE/101008724https://doi.org/10.1038/s43247-024-01913-7Síinfo:eu-repo/semantics/openAccessoai:digital.csic.es:10261/3753542026-05-22T06:33:51Z
score 15,81155

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