The favicon is only used in the web app. It is the icon which is visible on the title bar of the web browser and bookmark list. You can provide a generic icon that will be visible across all platforms. You also have the possibility to provide a different one for browsers on iOS® systems.
By default, the favicon is derived from the iOS® app icon.