WordPress com does not sell their selection of premium themes for self hosted use. However such themes are often copies or tweaked versions of generic commercial themes from development shops.
You can see in sidebar that the theme in question was developed by Organic Themes. According to their own site it is exclusive to wp com but they have similar earlier theme available for sale.