Land cover is the physical material at the surface of the earth. Land covers include
grass,
asphalt,
trees, bare ground,
water, etc.
Earth cover is the expression used by ecologist
Frederick Edward Clements that has its closest modern equivalent being
vegetation. The expression continues to be used by the Bureau of Land Management.