Abstract Machine learning, a subfield of artificial intelligence, offers various methods that can
be applied in marine science. It supports data-driven learning, which can result in automated …

Oceans constitute over 70% of the earth's surface, and the marine environment and
ecosystems are central to many global challenges. Not only are the oceans an important …

The deep learning (DL) revolution is touching all scientific disciplines and corners of our
lives as a means of harnessing the power of big data. Marine ecology is no exception. New …

We present a research vision for deep learning (DL) in the oceans, collating applications
and use cases as well as identifying opportunities, constraints, and open research …

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 …

In recent years, machine learning has become a hot research method in various fields and
has been applied to every aspect of our life, providing an intelligent solution to problems that …

The study of marine science is vital to the survival and development of humanity. On the one
hand, the oceans act as a global climate regulator, supplying 70% of oxygen and 87.5% of …

Utilization and exploitation of marine resources by humans have contributed to the growth of
marine research. As technology progresses, artificial intelligence (AI) approaches are …

Big Data in Marine Science — The University of Aberdeen Research Portal Skip to main
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This chapter presents a summary of the use of deep learning for underwater image analysis,
in particular for coral species classification. Deep learning techniques have achieved the …