As a newly emerging technology, deep learning (DL) is very promising field in big data applications. Remote sensing often involves huge volumes obtained daily by numerous in-orbit satellites. This makes it perfect target area for data-driven Nowadays, technological advances terms of software and hardware have noticeable impact on Earth observation applications, more specifically remote techniqu...