Zuoyin Garden is the garden depicted in the Scenes of the Huancuitang Garden in the late Ming Dynasty. The research of contemporary scholars on the Zuoyin Garden started in 1981. This research combed the relevant papers from 1981 to 2020 and found that there are still doubts about the site of the Zuoyin Garden discussed by former scholars, that is, a detailed interpretation of the Scenes of the Huancuitang Garden, a field survey of Wang Village, Huangshan, Anhui Province, where scholars discussed the ruins of the Zuoyin Garden, and a comparison between the landscape map and the real scene of Wang Village, It is found that the layout of landscape elements, such as mountains, hydrology, villages, and roads, in the landscape of Wangcun Village is quite consistent with the description in the Scenes of the Huancuitang Garden. Through the forward projection transformation of the landscape map, a translation map is formed to make a detailed comparison with the real scene so as to locate the site of the Zuoyin Garden and restore the historical situation of the external environment of the Zuoyin Garden.