Scientists rely more and more on models to answer questions about natural resources, but how are these models made, and how are they related to data, let alone reality? This talk will cover some of the advances in computational methods for groundwater research, and give an overview of the trajectory of the High Plains (Ogallala) Aquifer, the largest freshwater aquifer in North America.