Plants convert at most 2% of incident light into chemical energy, and spend only a fraction of that binding carbon.
Trees are cheap but need a lot of space and water. People are cutting down forests because they want to use the space for something else.
Ocean surface algae also collect solar power and carbon, and there is little demand for ocean surface for other uses. Algae are limited by available trace minerals -- cheap ones.