Yes, as long as they are smart enough to physically locate and remove it.
I do not know of anyway to encrypt an SD card (but not saying it is not possible).
I do remember some of the security type apps, which help you locate, etc, will allow for remote wipes of the phone, but I do not know if that would apply to the SD card.