e-Bike on a bike rack. With or without the battery?

[Point Reyes]

I remove the battery and use a Fahrer battery cover on the bike, it is a neoprene/velcro thing which fits nice and snugly keeping rainwater and grit out.

Now that's a good idea. I didn't even know they make these. Many thanks!