I do and have done so for nearly 3 decades - as well as resting the suspension it allows the tyres to be stored in the dark to reduce the UV deterioration. I support the axle end plates on blocks, rather than the axle itself..
It does make it more difficult to steal since thieves would have to bring wheels with them and spend time jacking the caravan up as the blocks I use are quite low.