Cleaning up without messing up: maximizing the benefits of plastic clean-up technologies through new regulatory approaches

J Falk-Andersson, I Rognerud, H De Frond… - Environmental …, 2023 - ACS Publications
As the global plastics crisis grows, numerous technologies have been invented and
implemented to recover plastic pollution from the environment. Although laudable …

Machine learning in marine ecology: an overview of techniques and applications

P Rubbens, S Brodie, T Cordier… - ICES Journal of …, 2023 - academic.oup.com
Abstract Machine learning covers a large set of algorithms that can be trained to identify
patterns in data. Thanks to the increase in the amount of data and computing power …

A multimodal magnetoelastic artificial skin for underwater haptic sensing

Y Zhou, X Zhao, J Xu, G Chen, T Tat, J Li, J Chen - Science Advances, 2024 - science.org
Future exploitation of marine resources in a sustainable and eco-friendly way requires
autonomous underwater robotics with human-like perception. However, the development of …

A versatile jellyfish-like robotic platform for effective underwater propulsion and manipulation

T Wang, HJ Joo, S Song, W Hu, C Keplinger… - Science Advances, 2023 - science.org
Underwater devices are critical for environmental applications. However, existing prototypes
typically use bulky, noisy actuators and limited configurations. Consequently, they struggle …

Global assessment of innovative solutions to tackle marine litter

N Bellou, C Gambardella, K Karantzalos… - Nature …, 2021 - nature.com
Marine litter is one of the most relevant pollution problems that our oceans are facing today.
Marine litter in our oceans is a major threat to a sustainable planet. Here, we provide a …

Coastal and marine plastic litter monitoring using remote sensing: A review

BK Veettil, NH Quan, LT Hauser, DD Van… - Estuarine, Coastal and …, 2022 - Elsevier
Plastic pollution in coastal and marine areas is an ongoing environmental concern in the
world. Despite its growing concern worldwide, there is a knowledge gap in terms of its …

Real-time instance segmentation for detection of underwater litter as a plastic source

BC Corrigan, ZY Tay, D Konovessis - Journal of Marine Science and …, 2023 - mdpi.com
Thousands of tonnes of litter enter the ocean every day, posing a significant threat to marine
life and ecosystems. While floating and beach litter are often in the spotlight, about 70% of …

MLDet: Towards efficient and accurate deep learning method for Marine Litter Detection

D Ma, J Wei, Y Li, F Zhao, X Chen, Y Hu, S Yu… - Ocean & Coastal …, 2023 - Elsevier
The relentless growth of plastic manufacturing since the 1980s has resulted in significant
accumulation of litter throughout the ocean. Cleaning up this litter manually poses a major …

Underwater trash detection algorithm based on improved YOLOv5s

CM Wu, YQ Sun, TJ Wang, YL Liu - Journal of Real-Time Image …, 2022 - Springer
Aiming at the problem of insufficient storage space and limited computing ability of
underwater mobile devices, an underwater garbage detection algorithm based on an …

[HTML][HTML] A systematic review of state-of-the-art technologies for monitoring plastic seafloor litter

M Sandra, LI Devriese, AM Booth, B De Witte… - Journal of Ocean …, 2023 - Elsevier
Plastic litter has been widely documented in our oceans, leading to growing worldwide
concerns regarding its potential impact on the marine environment. A large proportion of this …