Using artificial intelligence to support marine macrolitter research: a content analysis and an online database

DV Politikos, A Adamopoulou, G Petasis… - Ocean & Coastal …, 2023 - Elsevier
Marine scientists use a variety of collection and monitoring methods to survey macrolitter in
aquatic environments, aiming to assess the level of pollution and design mitigation actions …

[HTML][HTML] Detecting marine pollutants and sea surface features with deep learning in sentinel-2 imagery

K Kikaki, I Kakogeorgiou, I Hoteit… - ISPRS Journal of …, 2024 - Elsevier
Despite the significant negative impact of marine pollution on the ecosystem and humans, its
automated detection and tracking from the broadly available satellite data is still a major …

Machine learning-based detection and map** of riverine litter utilizing Sentinel-2 imagery

A Mohsen, T Kiss, F Kovács - Environmental Science and Pollution …, 2023 - Springer
Despite the substantial impact of rivers on the global marine litter problem, riverine litter has
been accorded inadequate consideration. Therefore, our objective was to detect riverine …

[HTML][HTML] Beached Plastic Debris Index; a modern index for detecting plastics on beaches

J Guffogg, M Soto-Berelov, C Bellman, S Jones… - Marine Pollution …, 2024 - Elsevier
Plastic pollution on shorelines poses a significant threat to coastal ecosystems,
underscoring the urgent need for scalable detection methods to facilitate debris removal. In …

Automated System for Identifying Marine Floating Plastics to Enhance Sustainability in Coastal Environments Through Sentinel-2 Imagery and Machine Learning …

S Venkatraman, SS Begum, K Nithya, M Sujatha… - Ocean Science …, 2024 - Springer
This study explores the detection and classification of floating marine debris in the
Nagapattinam area using Sentinel-2 satellite imagery. Data were enhanced through …

[PDF][PDF] Aprilia Nidia Rinasti1, 2, 4Ε, Indradhi Faisal Ibrahim1, 4, Kavinda Gunasekara2

T Koottatep, E Winijkul - Scientific Reports, 2022 - academia.edu
Results Material flow analysis of plastic waste (2021). A material flow analysis was
developed to study plastic waste before being categorized as NRPW in Jakarta and …