Testing species range limits using remote sensing techniques

Many species on earth are experiencing changes in their geographic distributions as climate change progresses. Ecologists don’t fully understand what limits or promotes a species ability to move in response to global change- factors such as temperature, interactions with other species, and population genetics can all play a role. I am interested in exploring how […]

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Blood single-cell RNA profiling of interstitial lung diseases

Interstitial lung diseases (ILDs) are debilitating disorders that cause patients to slowly lose their lung function, resulting in shortness of breath, limited capacity for movement, and subsequent death. Over 15,000 Canadians currently suffer from some form of ILD, yet not all of them receive proper therapy, partly due to difficulties in identifying the precise ILD […]

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The Spill Management and Response Tactics (SMART) toolbox for marine oil spill accidents

The Spill Management and Response Toolbox (SMART) can provide decision-makers and stakeholders with effective contingency planning by combining their expertise from multiple concerns such as response time, operational cost, or environmental impacts. The SMART system is designed to expedite the preparation phase, initiate response operations as soon as possible, reduce the workload and stress for […]

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Seasonal Habitat Use and Sources of Environmental Stress of Fish in an Urbanized Coastal Inlet (the Port Moody Arm)

Burrard Inlet’s marine environment has been impacted by industrial and commercial activities and residential development for many decades. These coastlines provide critical habitat for various fish species. Port Moody Arm is one sub-basin of Burrard Inlet which has particular importance for Pacific salmon and forage fish. Industrial activity and development patterns in this area have […]

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Model predictive controller and monitoring systems for Marine Autonomous Surface Ships (MASS)

For marine autonomous surface ships (MASS), a more acceptable operation is ‘constrained autonomous operation’ where the ship operates fully autonomously. Most of the existing systems have strictly defined operational constraints or limited available decision spaces; therefore, autonomous decisions are only allowed for some predefined scenarios. However, marine environment is dynamic; the environmental disturbances (wind, wave, […]

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IceCube – Shipborne Data Acquisition system for Arctic Autonomous Shipping

The purpose of this project is to take existing state-of-art machine learning techniques and implement them for ice classification in polar seas. Ice classification plays a critical role in any icebreaker voyage. An ice specialist onboard the icebreaker is required to classify all ice environments encountered. This process is tedious and time consuming. This project […]

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Development of chemically modified probes for robust molecular diagnostics

The COVID-19 pandemic has highlighted the public need for molecular diagnostic tools to identify pathogen panels through nucleic acid amplification tests (NAAT). Many clinical labs worldwide have now established infrastructures for routine molecular assays using classic quantitative PCR (qPCR). In order to further advance this – now routine – tool for in vitro diagnostics (IVD), […]

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AAI: Optimal Postal-Code Level Customer Acquisition

The customer acquisition strategy for an organization is most effective if informed by insights into which customers would provide the most value, how much it would cost to acquire those customers, and what is the probability of success for acquiring a particular customer. While it is not tractable to do such analysis at the individual […]

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Optimization of the detection of mycotoxins in plant material using LCMS

Mycotoxins are acutely toxic compounds produced by fungi when they infect food crops such as grains and cereals but can also be found in cannabis flower and products. These compounds are known to cause cancer and kidney failure when ingested and are therefore closely regulated by Health Canada. There are 4 main mycotoxins that are […]

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AI, IoT, and Cloud-Based Technologies to improve safety in the marine industry

With thousands of accidents annually, often resulting in hundreds of deaths and injuries, billions in economic losses, and devastating environmental pollution, the marine industry remains one of the most dangerous industries nationally and internationally. The work environment on ships is inherently risky and poses numerous challenges to the ship crew. Moreover, the nature of their […]

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