I don’t think there’s an established NoSQL backend for native mobile apps, but Couchbase Mobile is a great NoSQL database with implementations for both iOS and Android.
iOS: http://www.couchbase.com/products-and-services/mobile-couchbase
Android: https://github.com/couchbase/couchbase-lite-android