In general, the business of real estate is made through brokers or directly negotiated by owners and buyers. The deal prices are not opened to the public. As a result, the exchange information of real estate market is so closed. In additions, there is short of an effective and reasonable land value estimation method using by the government. It leads to make a big difference between the land value announced by the government and the market price. The different part is not officially registered for the taxation Consequently, it decreases the government annual revenues from the property taxation and causes a lot of disputable issues for both government and real estate industry. In order to solve these problems, this study first examined the land characteristics that influence the land value. Then we set up several objective and reasonable residential land value estimation models based on Hodonic Price Theory. The relationship between land value and land characteristics is obtained by using regression analysis. These models will be very practical and helpful resources for the government, real estate industry, and even the general public.