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August 29, 2024

UOW researchers to develop AI tools for satellite-based ocean monitoring

Project aimed at monitoring oceanic internal waves using satellite imaging

Researchers from the ¾«¶«´«Ã½ of ¾«¶«´«Ã½’s (UOW) Faculty of Engineering and Information Sciences have received a grant to develop artificial intelligence (AI) tools for monitoring oceanic internal waves using satellite imagery.

The project is funded by the (AGO), Department of Defence, and is administered by the AGO Analytics Labs Program of , a prominent organisation in positioning, spatial infrastructure and spatial analytics.

It will leverage the expertise of UOW researchers, including , , , , and .

Internal waves are primarily caused by the interaction of water layers with different densities. They propagate within the ocean rather than on its surface. Timely identification and mapping of internal waves are crucial for safeguarding underwater operations, offshore structures, and marine environments.

“This project aims to develop and evaluate advanced AI algorithms for locating and recognising oceanic internal waves from high-resolution satellite imagery,” Professor Phung said.

“The proposed technology leverages the latest advances in image processing and deep learning to precisely locate groups of internal waves and automatically recognise their characteristics such as wave directions and intensities.

“The outcomes of this project include AI tools that can be deployed by the AGO for automated satellite image analysis and oceanographic monitoring. These tools are expected to revolutionise the way internal waves are detected, providing faster and more accurate data for end-users.

^{In Pic: Professor Son Lam Phung, Dr Hoang Thanh Le, Senior Professor Gursel Alici, Distinguished Professor Willy Susilo, Senior Professor Abdesselam Bouzerdoum and Dr Fok Tivive.}

In addition to its technological innovations, the project will offer support and training for several PhD candidates at the UOW. This will help to cultivate the next generation of experts in AI and satellite image processing, furthering Australia’s capabilities in these critical areas.

“Our team is excited to contribute to this project, which highlights the ¾«¶«´«Ã½’s commitment to high-impact research.”

UOW is committed to addressing the United Nations Sustainable Development Goals, which provide a shared blueprint to achieve a better and more sustainable future for everyone. The AGO project addresses Sustainable Development Goal 9: Industry, Innovation and Infrastructure, which focuses on sustainable industrialisation, innovation, and resilient infrastructure.