The traditional temple in the urban landscape is a place of historical and cultural heritage with ethnic values within the city. However, when viewed in a landscape perspective, several problems are implied. This is because the temple is restricted within the territories of the temple when there is a great need for space for gatherers and tourists. Thus, a dissimilar landscape planning and management system from the current traditional temple is required. In this study, the landscape of the traditional temple in the city viewed from Bongeunsa temple grounds was set as the study area and the representative viewpoints within the temple grounds were used as a base of describing the landscape's image and the factors of the landscape preference was also derived. These factors were then used as a base to create the landscape preference map for the region of Bongeunsa temple to present a visual representative of the place. The factors showed a significant impact on the landscape of Bongeunsa temple were selected to aesthetics, amiability and complexity. The higher the preference of these factors was, the higher the preference was for the landscape as well. The factors representing the landscape image and the landscape map according to the landscape preference of the temple were created to allow regions that showed both low and high levels in the landscape image and preference within the grounds to be visually classified and regions that needed improvements were also displayed. Furthermore, it also allowed elements to be extracted from it. The results of this study was an attempt in creating the landscape map formed based on the landscape of the temple grounds.