Country level data (Administrative boundaries, roads, railroads, altitude, land cover, population density, gazetteers)
Global/continental level dataAdministrative boundaries for: The world (also includes some rivers and populated places)Global climate data: Download these here
Americas (North America - South America), Asia, Africa
See also (the International Taxonomic Database Working Group's world geographical scheme for recording plant distributions).
Species occurrence data: GBIF, HerpNET, MaNIS, OBIS, ORNIS, REMIB, SINGER.
Near global 90 meter resolution elevation data: Download here
Satellite images
High resolution images (LandSat) for nearly all of the world can be downloaded here. They are in the MrSid format that can be visualized in DIVA-GIS (note: they are in UTM projections, so you will need to project your shapefiles as well).
A very good list of data sources here (Eden project).