Philosykos by Diptyque is mediterranean rather than tropical but it has lovely fig leaf top notes and soft milky heart notes, which many people get as coconutty. The base notes feature cedar. It's probably not exactly what you're looking for but worth a try. L'Artisan Parfumeur Premier Figuier is really similar but somewhat greener and sharper.
I'm interested to see other suggestions.