As a quantitative geographer and geographic information scientist, my research focuses on spatial statistical and computational tools and their application to a variety of phenomena, including Earth surface processes and ‘big’ environmental remote sensing data. My research contributes to the critical problem of developing and assessing the uncertainties of ‘spatially-aware’ empirical models of environmental variables as a basis for decision-making in spatial planning and land management.