I should add that deleting a Disk partition using Windows Disk Manager comes with a a very important caveat. Make certain you are addressing the USB drive when performing this procedure. You would not want to accidentally delete the partition on your primary internal hard drive.
Make certain no other USB drives are connected when performing this procedure to avoid any confusion.
If you are not confident performing this procedure I recommend you not try it.