The amazing fitted rowing boat covers that we sell are washable.
Sunbrella (the UV resistant fabric) covers can be washed in warm water with a natural soap. Rinse in cold water. Avoid using a hot dryer.
Lay out in the sun to dry if possible.
If you need to get dried mud off the outside, use a soft bristle brush is best. Do this before washing.