SEARCH THE DATABASE

While aerial photography is associated with vertical objectivity and spatial abstractions, street-level imagery appears less political in its orientation to the particularities of place. I contest this assumption, showing how the aggregation of street-level imagery into “big datasets” allows for the algorithmic sorting of places by their street-level visual qualities. This occurs through an abstraction by “datafication,” inscribing new power geometries onto urban places through algorithmic linkages between visual environmental qualities, geographic information, and valuations of social worth and risk. Though largely missing from media studies of Google Street View, similar issues have been raised in critiques of criminological theories that use place as a proxy for risk. Comparing the Broken Windows theory of criminogenesis with big data applications of street-level imagery informs a critical media studies approach to Google Street View. The final section of this article suggests alternative theoretical orientations for algorithm design that avoid the pitfalls of essentialist equations of place with social character.

This article examines the aestheticization of the politics of exclusion in a suburban American community. The research for this study focuses on the relationships among landscapes, social identity, exclusion, and the aesthetic attitudes of residents of Bedford, New York. By being thoroughly aestheticized, class relations are mystified and reduced to questions of lifestyle, consumption patterns, taste, and visual pleasure. Landscapes become possessions that play an active role in the performance of elite social identities. As such, social distinction is achieved and maintained by preserving and enhancing the beauty of places such as Bedford. This aestheticizing of place is managed through highly restrictive zoning policies for residential land and by "protecting" hundreds of acres of undeveloped land as nature preserves. This article explores the role of romantic ideology, localism, antiurbanism, antimodemism, and a class-based aesthetic in the construction of "wild" nature in these preserves. We argue that, in places such as Bedford, the celebration of localism, environmental beauty, and preservation mask the interrelatedness of issues of aesthetics and class identity on the one hand and residential land shortages in the New York metropolitan region on the other. The seemingly innocent pleasure in the aesthetic appreciation of landscapes and the desire to protect nature can act as a subtle but highly effective mechanism of social exclusion and the reaffirmation of elite class identities.

Research indicates that people are drawn to green spaces with attractive amenities. This study extends that finding by comparing walking patterns in two neighborhoods with different numbers of parks; parks did not differ in rated attractiveness nor did neighborhoods differ substantially in rated walkability. Adults, aged 32e86 years (n 1⁄4 90), drew their 3 most recent walking routes on maps of their neighborhood. Analyses showed that participants’ round trips were longer by 265.5 m (0.16 mile) in the neighborhood with a single, large, centrally located park (p < 0.02). However, participants in the neighborhood with multiple, small, more distributed parks, visited more streets, p < 0.001, more streets with green spaces, p < 0.038, and used more varied routes, p < 0.012. Results suggest there are potential benefits to both layouts. Large centralized parks may invite longer walks; smaller, well-distributed parks may invite more varied routes suggestive of appropriation and motivation processes. Both layouts might be combined in a single neighborhood to attract more walkers.