Cypress mulch has always been a "go to", until you look at the devastation that is being done to it's natural habitat.
Because of that, I have switched to pine. Shavings, or chunks. Depending on your situation... chunks do tend to float...though they do have their place.
I find shavings have been more environmentally sound, and are working well for my situation.