In the history of Chinese poetry, the Tang Dynasty is a period of transformation and prosperity of temple poetry creation. During this period, poets made great breakthroughs in the number of poems and the expansion of themes. In terms of writing mode, three types had emerged successively, namely reasoning through scenery, understanding mind through artistic conception, and documentary landscape painting, which fully reflects the symbiosis between Buddhist culture and landscape. The development of temple poetry also opened up a new realm for landscape poetry. The poets of Tang Dynasty attached great importance to the painting and the creation of the environment when they wrote temple poetry, often with static and dynamic approach to create a quiet scene, the state of the material was very vivid, artistic conception was also very quiet. In the aspect of artistic expression, poets often repeatedly chose words and extract sentence meaning, the good sentence in the poem was very big. Therefore,temple poetry generally formed the artistic effect of wonderful language expressive beautiful scenery.