The talk will present some general considerations about good practices and criteria for developing classification schemes, followed by a critical review of frequently used schemes such as LCCS and EAGLE. It will focus on the needs we perceive are arising from data which are increasingly dense and complex ('Big Data') and applications which require ever more interoperability and multi-disciplinarity ('Digital Earth').