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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. 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MAELSTROM will combine innovative processes to recover valuable material for a new life cycle, demonstrating that a sustainable plastics economy can be possible from marine litter and providing a strategic circular marine litter vision for the future. This will be pursued by involving diversified players in the plastic value chain and deploying a mix of ML treating technologies made of physical, chemical solutions. The conversion of solid waste feedstocks into chemical precursors, polymers, materials, etc. shall foster an ecosystem-based bio-industry, innovative manufacturing processes in line with the circular economy approach. The pyrolysis waste-to-energy plant will also produce primary power and 2nd generation fuel. This fuel will be utilized to co-supply MAELSTROM raft energy demands for the removal of seabed/water column ML. 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https://www.youtube.com/watch?v=XYdyFDS_5XY http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://www.youtube.com/watch?v=XYdyFDS_5XY http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/VideoObject https://zenodo.org/records/15544282 http://schema.org/author https://orcid.org/0000-0002-3489-268X https://zenodo.org/records/15544282 http://schema.org/contentUrl https://zenodo.org/records/15544282 https://zenodo.org/records/15544282 http://schema.org/creator https://orcid.org/0000-0002-3489-268X https://zenodo.org/records/15544282 http://schema.org/dateCreated 2025-06-11 12:57:45.135543+00:00 https://zenodo.org/records/15544282 http://schema.org/dateModified 2025-10-14 08:34:05.450151+00:00 https://zenodo.org/records/15544282 http://schema.org/description Nerantzis, E. A. (2024). D8.6 Public summary on the Exploitation Plan. 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(2024). D8.5 Public summary on Report on Costs Benefits Analysis. MAELSTROM Project. https://doi.org/10.5281/zenodo.15544342 https://zenodo.org/records/15544342 http://schema.org/license https://creativecommons.org/licenses/by/4.0/legalcode https://zenodo.org/records/15544342 http://schema.org/name D8.5 Public summary on Report on Costs Benefits Analysis https://zenodo.org/records/15544342 http://schema.org/sdDatePublished 2025-06-11 12:57:15.540379+00:00 https://zenodo.org/records/15544342 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://zenodo.org/records/15544342 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://zenodo.org/records/15544342 http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro/terms/earth-science#Deliverable https://zenodo.org/records/15545143 http://schema.org/author https://orcid.org/0000-0002-3489-268X https://zenodo.org/records/15545143 http://schema.org/contentUrl https://zenodo.org/records/15545143 https://zenodo.org/records/15545143 http://schema.org/creator https://orcid.org/0000-0002-3489-268X https://zenodo.org/records/15545143 http://schema.org/dateCreated 2025-06-12 10:28:17.875964+00:00 https://zenodo.org/records/15545143 http://schema.org/dateModified 2025-10-14 08:34:04.150392+00:00 https://zenodo.org/records/15545143 http://schema.org/description Anne-Sophie Høgh Mahler, Kærsgaard Hansen, C., Eltzholtz, J., Krogh Olsen, P., Bach Velling Villadsen, I., Betteto, G., & Garcia Arrieta, S. (2024). D6.6 Processed ML Quality assessment for marketisation. MAELSTROM Project. https://doi.org/10.5281/zenodo.15545143 https://zenodo.org/records/15545143 http://schema.org/license https://creativecommons.org/licenses/by/4.0/legalcode https://zenodo.org/records/15545143 http://schema.org/name D6.6 Processed ML Quality assessment for marketisation https://zenodo.org/records/15545143 http://schema.org/sdDatePublished 2025-06-12 10:28:17.875964+00:00 https://zenodo.org/records/15545143 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://zenodo.org/records/15545143 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://zenodo.org/records/15545143 http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro/terms/earth-science#Deliverable https://zenodo.org/records/15545179 http://schema.org/author https://orcid.org/0000-0002-3489-268X https://zenodo.org/records/15545179 http://schema.org/contentUrl https://zenodo.org/records/15545179 https://zenodo.org/records/15545179 http://schema.org/creator https://orcid.org/0000-0002-3489-268X https://zenodo.org/records/15545179 http://schema.org/dateCreated 2025-06-12 10:26:57.277580+00:00 https://zenodo.org/records/15545179 http://schema.org/dateModified 2025-10-14 08:34:03.851069+00:00 https://zenodo.org/records/15545179 http://schema.org/description Mendizabal, M., & Garcia, S. (2025). D6.3 Report on the marine thermoplastic recycling capabilities. 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M., Grønbech Møller, M., Volsmann Simonsen, M., Bach Velling Villadsen, I., & Faussone, G. C. (2025). D6.5 Low temperature pyrolysis treatment(s) of collected ML. MAELSTROM Project. https://doi.org/10.5281/zenodo.15545221 https://zenodo.org/records/15545221 http://schema.org/license https://creativecommons.org/licenses/by/4.0/legalcode https://zenodo.org/records/15545221 http://schema.org/name D6.5 Low temperature pyrolysis treatment(s) of collected ML https://zenodo.org/records/15545221 http://schema.org/sdDatePublished 2025-06-12 10:27:52.728862+00:00 https://zenodo.org/records/15545221 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://zenodo.org/records/15545221 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://zenodo.org/records/15545221 http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro/terms/earth-science#Deliverable https://zenodo.org/records/15545289 http://schema.org/author https://orcid.org/0000-0002-3489-268X https://zenodo.org/records/15545289 http://schema.org/contentUrl https://zenodo.org/records/15545289 https://zenodo.org/records/15545289 http://schema.org/creator https://orcid.org/0000-0002-3489-268X https://zenodo.org/records/15545289 http://schema.org/dateCreated 2025-06-12 10:28:42.581030+00:00 https://zenodo.org/records/15545289 http://schema.org/dateModified 2025-10-14 08:34:04.913359+00:00 https://zenodo.org/records/15545289 http://schema.org/description Magdalena Parascanu, M., & Clavell Diaz, J. (2024). D6.7 Report on the life cycle assessment (LCA) of the MAELSTROM automatic systems and marine litter processing technologies. MAELSTROM Project. https://doi.org/10.5281/zenodo.15545289 https://zenodo.org/records/15545289 http://schema.org/license https://creativecommons.org/licenses/by/4.0/legalcode https://zenodo.org/records/15545289 http://schema.org/name D6.7 Report on the life cycle assessment (LCA) of the MAELSTROM automatic systems and marine litter processing technologies https://zenodo.org/records/15545289 http://schema.org/sdDatePublished 2025-06-12 10:28:42.581030+00:00 https://zenodo.org/records/15545289 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://zenodo.org/records/15545289 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://zenodo.org/records/15545289 http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro/terms/earth-science#Deliverable https://zenodo.org/records/15546167 http://schema.org/author https://orcid.org/0000-0002-3489-268X https://zenodo.org/records/15546167 http://schema.org/contentUrl https://zenodo.org/records/15546167 https://zenodo.org/records/15546167 http://schema.org/creator https://orcid.org/0000-0002-3489-268X https://zenodo.org/records/15546167 http://schema.org/dateCreated 2025-06-12 10:27:23.161989+00:00 https://zenodo.org/records/15546167 http://schema.org/dateModified 2025-10-14 08:34:04.396527+00:00 https://zenodo.org/records/15546167 http://schema.org/description Betteto, G., Poletto, D., de Carolis, C., & Sferra, D. (2025). D6.4 Report on the ML processed through mechanical recycling for hard to recycle plastics and organic wastes. 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