Beached and Floating Litter Surveys by Unmanned Aerial Vehicles: Operational Analogies and Differences

dc.contributor.authorAndriolo, Umberto
dc.contributor.authorGarcia-Garin, Odei
dc.contributor.authorVighi, Morgana
dc.contributor.authorBorrell Thió, Assumpció
dc.contributor.authorGonçalves, Gil
dc.date.accessioned2022-10-31T17:27:15Z
dc.date.available2022-10-31T17:27:15Z
dc.date.issued2022-03-09
dc.date.updated2022-10-31T17:27:15Z
dc.description.abstractThe abundance of litter pollution in the marine environment has been increasing globally. Remote sensing techniques are valuable tools to advance knowledge on litter abundance, distribution and dynamics. Images collected by Unmanned Aerial Vehicles (UAV, aka drones) are highly efficient to map and monitor local beached (BL) and floating (FL) marine litter items. In this work, the operational insights to carry out both BL and FL surveys using UAVs are detailly described. In particular, flight planning and deployment, along with image products processing and analysis, are reported and compared. Furthermore, analogies and differences between UAV-based BL and FL mapping are discussed, with focus on the challenges related to BL and FL item detection and recognition. Given the efficiency of UAV to map BL and FL, this remote sensing technique can replace traditional methods for litter monitoring, further improving the knowledge of marine litter dynamics in the marine environment. This communication aims at helping researchers in planning and performing optimized drone-based BL and FL surveys.
dc.format.extent12 p.
dc.format.mimetypeapplication/pdf
dc.identifier.idgrec725132
dc.identifier.issn2072-4292
dc.identifier.urihttps://hdl.handle.net/2445/190355
dc.language.isoeng
dc.publisherMDPI
dc.relation.isformatofReproducció del document publicat a: https://doi.org/10.3390/rs14061336
dc.relation.ispartofRemote Sensing, 2022, vol. 14, num. 6, p. 1-12
dc.relation.urihttps://doi.org/10.3390/rs14061336
dc.rightscc-by (c) Andriolo, Umberto et al., 2022
dc.rights.accessRightsinfo:eu-repo/semantics/openAccess
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.sourceArticles publicats en revistes (Biologia Evolutiva, Ecologia i Ciències Ambientals)
dc.subject.classificationPlàstics
dc.subject.classificationSeguiment ambiental
dc.subject.classificationAprenentatge automàtic
dc.subject.classificationDrons
dc.subject.otherPlastics
dc.subject.otherEnvironmental monitoring
dc.subject.otherMachine learning
dc.subject.otherDrone aircraft
dc.titleBeached and Floating Litter Surveys by Unmanned Aerial Vehicles: Operational Analogies and Differences
dc.typeinfo:eu-repo/semantics/article
dc.typeinfo:eu-repo/semantics/publishedVersion

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