First of all, cost is one of the factors. You can build this cool greenhouse for $50, but you need to use recycled materials as much as you can. But cost is not the sole reason why I like this project.
David LaFerney kept really detailed documentation of the instructions. You need to check out his blog at door garden in the following link if you want to build something similar.