Data is rapidly growing in most of the applications and fields. Thus, data is becoming big data as it meets the 5V model of big data: volume, velocity, variety, veracity, and value. As a result, dimensionality reduction and feature selection become mandatory to overcome ML models’ performance and explainability issues. This project looks at feature […]

Low predictive accuracy of energy output is one of the weakest points in wind power generation. Power curve of a wind turbine provides assistance in energy assessment, warranty formulations, and performance monitoring of the wind turbines. Wind turbines are being installed in offshore diverse climatic conditions causing substantial departure of these power curves from the […]

This project will develop a robust software package that can be embedded with a camera system to provide an onboard sea-ice monitoring system. The software package consists of two main components: (1) Deep learning classification model, which involves a deep learning network trained to identify and classify sea-ice; (2) Lens artifact removal method, which is […]

Oily wastewater production and discharge from different sources such as industries and daily human activities are the main sources of marine oil pollution. More importantly, accidental oil spills occurred in oil extraction/production, refining, and transportation stages can cause detrimental impacts on the aquatic ecosystems and marine environments. In this Lab2Market project, we apply a special […]

Portable electronic applications are typically powered by batteries, which have limited lifespan and size constraints. Energy harvesting from the spatial environment is a promising solution to sustainable power supplies for low-power portable devices and sensor networks. Vibration-based energy harvesting has received much attention due to the recent advances in microfabrication of piezoceramic materials. These smart […]

The risk of an oil spill in the marine environment always exists during offshore oil production and transportation. The oil spill can affect the marine ecosystem, including seabirds, aquatic organisms and even humans health, both directly and indirectly. The best solution to the oil spill incident is collecting the spilled oil, extracting that from the […]

Research will involve capturing of commercially valuable wild fish species aggregated around sea cage aquaculture sites in different parts of Newfoundland, including one previously sampled. These specimens will then have samples taken that will be evaluated for an ‘aquaculture signature’ that would indicate direct or indirect consumption of sea cage feed and waste that becomes […]

The aquaculture industry is growing rapidly worldwide and provides job opportunities as well as food for humans. However, diseases that are bacterial or viral, having a devastating effect on this sector. Every year huge economic losses are occurring due to bacterial diseases. Though there are several commercial vaccines available on the market, their efficacy is […]

The global market of marine collagen-added products is tremendously growing, leading to the need for a stable and enormous supply of marine collagen. Atlantic salmon scales and skin are abundant in collagen, however no research has been performed for its extraction. The proposed project will develop an efficient extraction process to maximize the collagen yield, […]

Canada is known globally for its prosperous fishery industry. Meanwhile, omega-3 lipids are extensively manufactured and commercialized as value-added by-products of fishery processing wastes in Canada. However, the marine omega-3 lipids are highly unsaturated and oxidizable. The oxidization of omega-3 lipids leads to significant quality loss of products. The addition of lipidic antioxidants prevent lipid […]

The European green crab is among the 100 “world’s worst alien invasive species.” It invaded the North American coast in the 1800s and is now commonly found in both Pacific and Atlantic provinces in Canada. Huge number of green crabs can cause significant ecological and economic impacts on local marine ecosystems. There are many measures […]

Northern high-latitude ecosystems experience disproportionate levels of climate change. This strongly affects the previously temperature-limited vegetation in the sub-arctic tundra. Treelines, the boundaries between forests and the tree-less tundra, are expected to shift northwards in response. However, only half of the examined treelines have advanced since 1900. Why warming is associated with treeline advances in […]