Textures are 2D images that are wrapped around an 3D object. This can be used for: buildings, characters, objects and landscapes. Tetures can be easily used from the internet but big companies games developers like Nintendo or Sony create their own by taking photographs or by using imaging software i.e. Adobe.
An example of some landscapes:
Images taken from CG Textures.com