Land use / Land cover data is available from USGS. Areas are classified into 92 categories of land use (human activity such as residential, agricultural, etc) and land cover (vegetation, water, etc).
Geographic place name data is available from USGS, listing all known places, features and areas in the US that are identified by proper names. The database contains over 2 million place names referenced by geographic position.