Can't you use normal carpet cleaner on it? ie. the same foamy stuff you use in the carpet in your house?

And man... on the topic of cleaning. These damn water restrictions make waterin my car using a bloody watering can a real pain in the ass. I know I should've used a bucket but then I figured, I'm only cleaning the wheels, the watering can "should" be sufficient. Sigh.