Introduction Alberta’s vast public lands serve a dual purpose: supporting industrial development and conserving ecological integrity. But what happens when the smaller, less-regulated leases—classified as “incidental activities”—start stacking up across the landscape? In this GIS portfolio project, I conducted a spatial analysis of Alberta’s oil and gas infrastructure, focusing on…