To create this terrain I used a program called World Machine to generate a height field and splat map to import into Unity. Once in Unity I imported my height map and splat map and applied it to a 512 x 512 terrain.
Here is an in-depth video of what I did to create my terrain.
World Machine Tutorial from
Andrew Baldridge on
Vimeo.