The overarching premise is that georeferenced social multimedia data can be considered a form of volunteered geographic information. Further, it can enable geographic discovery not possible through traditional means.
The framework, termed proximate sensing, is applied to a number of challenging geographic discovery problems including land cover and land use classification; mapping scenicness; mapping public sentiment; mapping pet ownership; and mapping human activities.