Make Ubuntu Recognize and Clear Windows Recovery USB Drive

I have a 32GB USB Drive that has Windows 8 recovery on it, but Ubuntu no wonder will not recognize the USB Drive when I put it in the computer. I no longer have Windows but would really like to find a way to wipe out this Flash Drive so I can use all 32GB for my Ubuntu backup instead.