Assessing the Spatial Diversity of Urban Cultural Landscape using Street View Data and Investigating Influential Factors: A Case Study of Beijing

Abstract

As an open space bearing the urban context, urban cultural landscape is an important place to enhance the connotation of urban space and create the vitality of urban space. Cultural landscape is influenced by multiple factors in the process of formation and evolution, and there are distinct differences in individuation and regionalization. In this paper, with the help of Baidu Street View images, the evaluation system and measurement method are constructed from the five dimensions of architectural style, infrastructure, ecological environment, urban sketch and historical context. Taking Beijing as an example, the man-machine combination method is adopted to explore the factors affecting the spatial heterogeneity of urban cultural landscape based on GIS grid, and effective remediation measures are proposed. It has positive significance to enhance the connotation of urban culture, strengthen the comfort level of citizens and promote the deep development of urban cultural space.