Spatial analysis is a basic component of scientific research, including ecology, evolution and environmental science, epidemiology, geology, geography and mathematics. Recent technological advances in genome sequencing, global positioning systems and remote sensing technology have led to a rapid expansion in the number and scale of spatial explicit data sets available for analysis. These new data extend the scope of spatial analysis to a wider range of human activities, but also rapidly surpass the capabilities of traditional spatial analysis software and methods.