Like in most countries, Colombia requires additional requirement if foreigners want to grab a piece of Colombian land. There are also limitations as to the properties that you can purchase.
For a step-by-step instruction on what requirements you have to fulfill, please check out this article from PoorButHappy.com
Link: Requirements for Expats Wanting to Buy Property in Colombia (Poorbuthappy in Colombia!)