Abstract Deep Neural Networks (DNNs) learn representation from data with an impressive
capability, and brought important breakthroughs for processing images, time-series, natural …

This paper aims to provide an overview of the capabilities of unmanned systems to monitor
and manage aquaculture farms that support precision aquaculture using the Internet of …

The primary sector is facing a series of challenges such as climate change, overpopulation,
freshwater scarcity, energy poverty, urbanization and an ageing population. On top of that …

Surface-canopy forming kelps provide the foundation for ecosystems that are ecologically,
culturally, and economically important. However, these kelp forests are naturally dynamic …

This paper outlines challenges and opportunities in operating underwater robots (so-called
AUVs) on a seaweed farm. The need is driven by an emerging aquaculture industry on the …

Seaweed assemblages include a variety of structuring species providing habitats, food and
shelter for organisms from different trophic levels. Monitoring intertidal seaweed traditionally …

The aquaculture of Kappaphycus alvarezii (Kappaphycus hereafter) seaweed has rapidly
expanded among coastal communities in Indonesia due to its relatively simple farming …

Carbon dioxide removal (CDR) is gaining recognition as a necessary action in addition to
emissions reduction to prevent some of the worst effects of climate change. Macroalgae …

Macroalgal cultivation is expanding rapidly, and promises to contribute significantly towards
future food and energy security, sustainable livelihoods, ecosystem services and habitat …

Artificial intelligence, an emerging concept, has successfully been applied to bioenergy
systems. However, highly scattered reviews were narrowly associated with either part of …