The quest for seafloor macrolitter: a critical review of background knowledge, current methods and future prospects

M Canals, CK Pham, M Bergmann… - Environmental …, 2021 - iopscience.iop.org
The seafloor covers some 70% of the Earth's surface and has been recognised as a major
sink for marine litter. Still, litter on the seafloor is the least investigated fraction of marine …

[HTML][HTML] Beach litter survey by drones: Mini-review and discussion of a potential standardization

G Gonçalves, U Andriolo, LMS Gonçalves… - Environmental …, 2022 - Elsevier
The abundance of beach litter has been increasing globally during the last decades, and it is
an issue of global concern. A new survey strategy, based on uncrewed aerial vehicles (UAV …

[HTML][HTML] Close-range remote sensing-based detection and identification of macroplastics on water assisted by artificial intelligence: a review

N Gnann, B Baschek, TA Ternes - Water Research, 2022 - Elsevier
Detection and identification of macroplastic debris in aquatic environments is crucial to
understand and counter the growing emergence and current developments in distribution …

Is coastal erosion a source of marine litter pollution? Evidence of coastal dunes being a reservoir of plastics

U Andriolo, G Gonçalves - Marine pollution bulletin, 2022 - Elsevier
This baseline reports scientific evidence of marine litter items embedded in the dune volume
at two study sites on the North Atlantic Portuguese coast. We described how stranded litter …

[HTML][HTML] A citizen science unmanned aerial system data acquisition protocol and deep learning techniques for the automatic detection and mapping of marine litter …

A Papakonstantinou, M Batsaris, S Spondylidis… - Drones, 2021 - mdpi.com
Marine litter (ML) accumulation in the coastal zone has been recognized as a major problem
in our time, as it can dramatically affect the environment, marine ecosystems, and coastal …

Recent advances in the application of machine learning methods to improve identification of the microplastics in environment

J Lin, H Liu, J Zhang - Chemosphere, 2022 - Elsevier
Environmental pollution by microplastics (MPs) is a significant and complex global issue.
Existing MPs identification methods have demonstrated significant limitations such as low …

Spatial and size distribution of macro-litter on coastal dunes from drone images: A case study on the Atlantic coast

U Andriolo, G Gonçalves, P Sobral, F Bessa - Marine Pollution Bulletin, 2021 - Elsevier
This work analyses the cross-shore (80 m) and long-shore (200 m) spatial and size
distribution of macro-litter on coastal dunes, employing a mapping framework based on an …

[HTML][HTML] Drones for litter monitoring on coasts and rivers: suitable flight altitude and image resolution

U Andriolo, K Topouzelis, THM van Emmerik… - Marine pollution …, 2023 - Elsevier
Multirotor drones can be efficiently used to monitor macro-litter in coastal and riverine
environments. Litter on beaches, dunes and riverbanks, along with floating litter on coastal …

Beached and floating litter surveys by unmanned aerial vehicles: operational analogies and differences

U Andriolo, O Garcia-Garin, M Vighi, A Borrell… - Remote sensing, 2022 - mdpi.com
The abundance of litter pollution in the marine environment has been increasing globally.
Remote sensing techniques are valuable tools to advance knowledge on litter abundance …

A novel beach litter analysis system based on UAV images and Convolutional Neural Networks

VM Scarrica, PPC Aucelli, C Cagnazzo, A Casolaro… - Ecological …, 2022 - Elsevier
Beach litter monitoring programs play a key role in establishing effective management
measures to preserve the ecological, scenic, and economic value of the coastal areas. In …