Land value should be the raw land value. When there are electricity line and pipe under this piece of land, then it is an improved land. The house value for depreciation is the house price - raw land value. A lot of people just easily use the city assessment land value as the land value. The best way is to find which way fits you the best: find a raw land value (similar raw land for sale) vs the assessment land value, and take the lower one.