Abstract: The rapid urbanization development has made traditional rural features gradually lose their unique charm. Xi Jinping pointed out that rural revitalization should 'pay attention to the local flavor, retain the rural style, retain the green mountains and green waters, and remember the nostalgia'. The governance of rural landscape is an important means to reshape 'nostalgia', and it is also an important part of territorial spatial planning. Combining the practice of Queshan Village, Dachengqiao Town, Changsha City, Hunan Province starting from the current situation of rural landscape style, based on the idea of 'all-region and all-element planning' in territorial spatial planning, this paper extends the connotation of 'landscape style', and proposes ideas for shaping rural landscape style. On this basis, it explores the implementation mechanism of rural landscape style shaping and management and control that combines industry guidance and grassroots autonomy, in order to provide reference for improving the rural planning and governance system.