I took mine off when I gave the car a wax, ceramic coat. I even ceramic coated the covers & alloy’s underneath ( I was on a mission )
Like @GaryMG4 said, just work your way around & ease them off. Surprisingly they went back on without much fuss either.
Tbh I was half tempted to leave them...