[HTML][HTML] Deep learning for detecting macroplastic litter in water bodies: A review

T Jia, Z Kapelan, R de Vries, P Vriend, EC Peereboom… - Water Research, 2023 - Elsevier
Plastic pollution in water bodies is an unresolved environmental issue that damages all
aquatic environments, and causes economic and health problems. Accurate detection of …

[HTML][HTML] Priorities to inform research on marine plastic pollution in Southeast Asia

LCM Omeyer, EM Duncan, K Aiemsomboon… - Science of the Total …, 2022 - Elsevier
Southeast Asia is considered to have some of the highest levels of marine plastic pollution in
the world. It is therefore vitally important to increase our understanding of the impacts and …

[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 …

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 map** 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 …

[HTML][HTML] Litter detection with deep learning: A comparative study

M Córdova, A Pinto, CC Hellevik, SAA Alaliyat… - Sensors, 2022 - mdpi.com
Pollution in the form of litter in the natural environment is one of the great challenges of our
times. Automated litter detection can help assess waste occurrences in the environment …