The Oceanic Platform of the Canary Islands (PLOCAN) test site, located off the northeast coast of Gran Canaria facing Telde and Las Palmas de Gran Canaria, has been selected for a pilot study focused on using Artificial Intelligence (AI)-based monitoring tools and new technologies to track ocean waste. This initiative is part of the European