Explore cutting-edge techniques for mapping seagrass meadows using satellite imagery and deep convolutional neural networks in this 30-minute conference talk from the Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC). Discover how advanced machine learning algorithms are revolutionizing marine ecosystem monitoring, enabling more accurate and efficient mapping of these crucial underwater habitats. Learn about the challenges and opportunities in applying deep learning to remote sensing data, and gain insights into the potential applications of this technology for conservation efforts and environmental management.