The quality of the soil and the growing crops gets set to the lowest value of the effective Farming skill, quality of fertile soil, fresh water and the seeds. The quality can raise by 1 with a chance of 10% for wild and 5% for domesticated crops, you can raise the chance by following the crop rotation and by increasing your luck.