Single Method of Payment for Product Downloads

on my website I need to hide a method of payment only for the Product Downloads.
I have 3 method of payments: Cash on Delivery, Manual, PayPal.
I want to hide the Cash on Delivery method, because it's not suitable for the Product Download.
It's possible to do that?
Thank you in advance.
Best regards