It might be hiding in a folder that is not on your desktop, most likely in your home folder or perhaps documents, one of those perhaps.
If you are using Snapz Pro, it will give you the choice of 'send to desktop'. I dont know how the built in Mac one works,, but should give you the option of changing where it will be, and also if you want it to be a .jpg or other file.
Jane