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"M.M. Parascanu, J. Clavell Díaz, M. Rodriguez Mijangos, M. Isasa Sarralde, D. Salle, A. Alonso Galdames, Life cycle assessment of an innovative seabed cleaning platform for marine litter removal in aquatic ecosystems, Environmental Technology & Innovation, Volume 37, 2025, 103971, ISSN 2352-1864, https://doi.org/10.1016/j.eti.2024.103971. (https://www.sciencedirect.com/science/article/pii/S2352186424004474) Abstract: Plastic consumption is projected to rise significantly over the coming decades, especially in developing economies, leading to increased plastic leakage into the environment and the accumulation of waste in ecosystems. Despite the urgent need to address this issue, the environmental implications of marine litter removal technologies have been largely unexplored. This paper addresses this gap by presenting the first comprehensive Life Cycle Assessment (LCA) of the Seabed Cleaning Platform, a novel cable-based underwater robot developed by TECNALIA to remove litter selectively and efficiently from the seabed and lower water column. The Seabed Cleaning Platform introduces significant advancements in marine litter removal by enabling a more efficient and cost-effective process. Its innovative design allows for selective and automated removal of identified debris, ranging from microplastics (>5 mm) to large items. Additionally, the system is designed to operate in a manner that benefits the marine ecosystem, mitigating the environmental impact of traditional clean-up efforts. The LCA provides an in-depth evaluation of the platform's environmental performance throughout its entire life cycle. Results indicate that the use and maintenance phases account for 70.9 % of the total environmental impact. Sensitivity analyses highlight optimization opportunities, such as increasing operational time and waste collection volume to reduce the environmental impact per unit of waste removed and replacing the generator with a smaller, more efficient model to minimize fuel consumption. This study marks an important step in applying LCA to emerging marine litter removal technologies. Unlike analyses focused exclusively on operational efficiency, this research quantifies the environmental trade-offs and scalability potential of the Seabed Cleaning Platform. These insights provide valuable information for improving the environmental performance of marine litter removal technologies and guide future developments in this field. Keywords: Life cycle assessment; Marine litter removal; Seabed cleaning platform; Cable robotics"

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creator

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legalcode

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http://schema.org/name

name

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sdDatePublished

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8ec6566f-5af0-446b-b716-64efef1e6a35

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type

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Resource

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8ec6566f-5af0-446b-b716-64efef1e6a35

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MediaObject

.

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ro-crate-metadata.json

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conformsTo

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1.1

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ro-crate-metadata.json

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bc89e60b-9483-46fa-80c5-ba0f9c8dfec4

.

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ro-crate-metadata.json

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CreativeWork

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http://schema.org/description

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f04bc8e9-07b9-46db-a96a-81848a939de4

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community

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Lemma

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2c45af48-9c13-49b3-b981-951708241773

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Lemma

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http://schema.org/name

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type

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https://zenodo.org/records/15545289

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https://zenodo.org/records/15546167

records/15546167

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https://orcid.org/0000-0002-3489-268X

0000-0002-3489-268X

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records/15546167

http://schema.org/dateCreated

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https://zenodo.org/records/15546167

records/15546167

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https://zenodo.org/records/15546167

records/15546167

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(this is a literal)

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https://zenodo.org/records/15546167

records/15546167

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legalcode

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https://zenodo.org/records/15546167

records/15546167

http://schema.org/name

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(this is a literal)

"D6.4 Report on the ML processed through mechanical recycling for hard to recycle plastics and organic wastes"

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https://zenodo.org/records/15546167

records/15546167

http://schema.org/sdDatePublished

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(this is a literal)

"2025-06-12 10:27:23.161989+00:00"

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https://zenodo.org/records/15546167

records/15546167

http://www.w3.org/1999/02/22-rdf-syntax-ns#type

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http://purl.org/wf4ever/wf4ever#Resource

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https://zenodo.org/records/15546167

records/15546167

http://www.w3.org/1999/02/22-rdf-syntax-ns#type

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http://schema.org/MediaObject

MediaObject

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https://zenodo.org/records/15546167

records/15546167

http://www.w3.org/1999/02/22-rdf-syntax-ns#type

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https://w3id.org/ro-id/bc89e60b-9483-46fa-80c5-ba0f9c8dfec4/ bc89e60b-9483-46fa-80c5-ba0f9c8dfec4 http://schema.org/author author mailto:fantina.madricardo@ve.ismar.cnr.it mailto:fantina.madricardo@ve.ismar.cnr.it .

https://w3id.org/ro-id/bc89e60b-9483-46fa-80c5-ba0f9c8dfec4/ bc89e60b-9483-46fa-80c5-ba0f9c8dfec4 http://schema.org/author author mailto:vanessa.moschino@ve.ismar.cnr.it mailto:vanessa.moschino@ve.ismar.cnr.it .

https://w3id.org/ro-id/bc89e60b-9483-46fa-80c5-ba0f9c8dfec4/ bc89e60b-9483-46fa-80c5-ba0f9c8dfec4 http://schema.org/contributor contributor mailto:antonio.petrizzo@cnr.it mailto:antonio.petrizzo@cnr.it .

https://w3id.org/ro-id/bc89e60b-9483-46fa-80c5-ba0f9c8dfec4/ bc89e60b-9483-46fa-80c5-ba0f9c8dfec4 http://schema.org/contributor contributor mailto:taha.lahami@ve.ismar.cnr.it mailto:taha.lahami@ve.ismar.cnr.it .

https://www.youtube.com/watch?v=DafcVBfjieg watch http://schema.org/author author mailto:taha.lahami@ve.ismar.cnr.it mailto:taha.lahami@ve.ismar.cnr.it .

https://www.youtube.com/watch?v=DafcVBfjieg watch http://schema.org/creator creator mailto:taha.lahami@ve.ismar.cnr.it mailto:taha.lahami@ve.ismar.cnr.it .

https://www.youtube.com/watch?v=XYdyFDS_5XY watch http://schema.org/author author mailto:taha.lahami@ve.ismar.cnr.it mailto:taha.lahami@ve.ismar.cnr.it .

https://www.youtube.com/watch?v=XYdyFDS_5XY watch http://schema.org/creator creator mailto:taha.lahami@ve.ismar.cnr.it mailto:taha.lahami@ve.ismar.cnr.it .

mailto:antonio.petrizzo@cnr.it mailto:antonio.petrizzo@cnr.it http://schema.org/email email "antonio.petrizzo@cnr.it" .

mailto:antonio.petrizzo@cnr.it mailto:antonio.petrizzo@cnr.it http://schema.org/name name "ANTONIO PETRIZZO" .

mailto:antonio.petrizzo@cnr.it mailto:antonio.petrizzo@cnr.it http://www.w3.org/1999/02/22-rdf-syntax-ns#type type http://xmlns.com/foaf/0.1/Agent Agent .

mailto:direttore@ismar.cnr.it mailto:direttore@ismar.cnr.it http://schema.org/email email "direttore@ismar.cnr.it" .

mailto:direttore@ismar.cnr.it mailto:direttore@ismar.cnr.it http://schema.org/name name "CNR-ISMAR" .

mailto:direttore@ismar.cnr.it mailto:direttore@ismar.cnr.it http://www.w3.org/1999/02/22-rdf-syntax-ns#type type http://xmlns.com/foaf/0.1/Agent Agent .

mailto:fantina.madricardo@ve.ismar.cnr.it mailto:fantina.madricardo@ve.ismar.cnr.it http://schema.org/affiliation affiliation "CNR ISMAR" .

mailto:fantina.madricardo@ve.ismar.cnr.it mailto:fantina.madricardo@ve.ismar.cnr.it http://schema.org/email email "fantina.madricardo@ve.ismar.cnr.it" .

mailto:fantina.madricardo@ve.ismar.cnr.it mailto:fantina.madricardo@ve.ismar.cnr.it http://schema.org/name name "Fantina Madricardo" .

mailto:fantina.madricardo@ve.ismar.cnr.it mailto:fantina.madricardo@ve.ismar.cnr.it http://www.w3.org/1999/02/22-rdf-syntax-ns#type type http://xmlns.com/foaf/0.1/Agent Agent .

mailto:taha.lahami@ve.ismar.cnr.it mailto:taha.lahami@ve.ismar.cnr.it http://schema.org/affiliation affiliation "CNR ISMAR" .

mailto:taha.lahami@ve.ismar.cnr.it mailto:taha.lahami@ve.ismar.cnr.it http://schema.org/email email "taha.lahami@ve.ismar.cnr.it" .

mailto:taha.lahami@ve.ismar.cnr.it mailto:taha.lahami@ve.ismar.cnr.it http://schema.org/name name "Taha Lahami" .

mailto:taha.lahami@ve.ismar.cnr.it mailto:taha.lahami@ve.ismar.cnr.it http://www.w3.org/1999/02/22-rdf-syntax-ns#type type http://xmlns.com/foaf/0.1/Agent Agent .

mailto:vanessa.moschino@ve.ismar.cnr.it mailto:vanessa.moschino@ve.ismar.cnr.it http://schema.org/affiliation affiliation "CNR ISMAR Venice" .

mailto:vanessa.moschino@ve.ismar.cnr.it mailto:vanessa.moschino@ve.ismar.cnr.it http://schema.org/email email "vanessa.moschino@ve.ismar.cnr.it" .

mailto:vanessa.moschino@ve.ismar.cnr.it mailto:vanessa.moschino@ve.ismar.cnr.it http://schema.org/name name "Vanessa Moschino" .

mailto:vanessa.moschino@ve.ismar.cnr.it mailto:vanessa.moschino@ve.ismar.cnr.it http://www.w3.org/1999/02/22-rdf-syntax-ns#type type http://xmlns.com/foaf/0.1/Agent Agent .

This is the identifier for the assertion of this nanopublication. https://w3id.org/np/RAXERYkbo-.../assertion The assertion above http://www.w3.org/ns/prov#wasDerivedFrom

wasDerivedFrom

https://api.rohub.org/api/ros/...ownload/ro-crate-metadata.json

ro-crate-metadata.json

.

This is the identifier for this whole nanopublication. https://w3id.org/np/RAXERYkbo-... This nanopublication http://www.w3.org/2000/01/rdf-schema#label has the label (this is a literal)

"MAELSTROM Objective 3: Feeding circular economy and sustainability"

.

This is the identifier for this whole nanopublication. https://w3id.org/np/RAXERYkbo-... This nanopublication date and time when the nanopublication was created http://purl.org/dc/terms/created was created on (this is a literal)

"2026-03-03T15:11:30.014+01:00"

(xsd:dateTime) .

This is the identifier for this whole nanopublication. https://w3id.org/np/RAXERYkbo-... This nanopublication the nanopublication consists of an introduction of the given resource http://purl.org/nanopub/x/introduces introduces https://w3id.org/ro-id/bc89e60b-9483-46fa-80c5-ba0f9c8dfec4/

bc89e60b-9483-46fa-80c5-ba0f9c8dfec4

.

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAXERYkbo-.../sig

sig

http://purl.org/nanopub/x/hasSignatureTarget has as target This is the identifier for this whole nanopublication. https://w3id.org/np/RAXERYkbo-... this nanopublication .

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAXERYkbo-.../sig

sig

http://purl.org/nanopub/x/hasAlgorithm has the algorithm (this is a literal)

"RSA"

.

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAXERYkbo-.../sig

sig

http://purl.org/nanopub/x/hasPublicKey has the public key (this is a literal)

"MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAxszSDYX5tuCSkP7UiCtftYPFNQVTjgNu0I5fwdML2DLRDlp0xzmsQXRk8oHuvwGvG1aMjj6cpUqO+0rz2Sg/wvHOgUpkRH8VJXvmlkhafMLCMtUtk5JIx7e+fkzCby+fnmD7kMkGLrT+OaExWwEDmNlCAt0TPKcHSdwsjso2isXjtAsGevyCMke8ufnFYpjs746JES1eNzVnHnn2Kp/lqcm60GM+J8dLgRZp7fX0anW098xhKym6+xXFzqeju0vYRIHBPerv+r7skWxwk+a7Sd8msqVeYEv6NTqnyWvyWb6Yh8cvj04N6qm/T6C5FUPLQhzSaQgMVMU6yLqjPuu9DwIDAQAB"

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This is a local identifier minted within the nanopublication. https://w3id.org/np/RAXERYkbo-.../sig

sig

http://purl.org/nanopub/x/hasSignature has the signature (this is a literal)

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This is a local identifier minted within the nanopublication. https://w3id.org/np/RAXERYkbo-.../sig

sig

http://purl.org/nanopub/x/signedBy is signed by https://w3id.org/kpxl/gen/terms/RoCrateBot

RO-Crate Bot

.

This is the identifier for this whole nanopublication. https://w3id.org/np/RAXERYkbo-...

this nanopublication

http://purl.org/dc/terms/creator

creator

https://w3id.org/kpxl/gen/terms/RoCrateBot

RO-Crate Bot

.

This is the identifier for this whole nanopublication. https://w3id.org/np/RAXERYkbo-...

this nanopublication

http://www.w3.org/1999/02/22-rdf-syntax-ns#type

type

http://purl.org/nanopub/x/RoCrateNanopub

RoCrateNanopub

.

RO-Crate Bot, 3 Mar 2026, 14:11:30 UTC

References