Canada has committed to ambitious climate goals with aggressive greenhouse gas emission reduction targets. Policy currently focuses on electricity generation, electric vehicles, sustainable infrastructure, and terrestrial carbon offsets. However, we still need a better understanding of how natural carbon sinks may be shifting under climate change to adjust our goals and targets accordingly. With the ocean taking up nearly a quarter of human emissions annually, I am investigating how this sink is changing along the Canadian West Coast using a machine learning approach.