This practical guide to modeling methodology includes how to implement simulations and analyze simulation results using an open-source software platform. The book brings together principles of modeling methods with theoretical foundations of a variety of ecological and environmental models. Theory is accompanied by practical hands-on computer exercises, in a sequence from easy to difficult. The text also presents a full review of mathematical methods, which makes the book self-contained, and includes practical exercises using free software in a tutorial style.