Thanks for the reply. After I read that article about JS base splash, I really accept the idea and want to give up the splash screen plugin. Becuase it can build more flexible one and reuse one image in different resolutions.
BTW: I still feel generate the 10mb image in the app is a bug in ionic resources. It should be compressed.