You can buy them from the Asus UK shop. But you won't get one before the battery expires.
ASUS Shop - Eee Pad Transformer TF101 Accessories
It will charge slowly from USB, if you switch it off altogether.
Whereabouts are you? If you're close enough you can borrow my spare.