While exploring stores with various storage_options in a downstream project scverse/202503_hackathon_owkin#6 scverse/spatialdata#907, @ap-- found that these storage_options can be dropped when using .init_store(self.__path, mode).

A fix would be to make sure that use of .init_store still uses FSStore (which was added in #349) instead of just a str or Path.