Reservoir modeling is a crucial process in the oil and gas industry that involves constructing a computer-based representation of a reservoir's characteristics to predict its behavior and optimize resource extraction. It integrates geological, geophysical, petrophysical, and engineering data to simulate fluid flow and estimate reserves, ultimately aiding in decision-making for field development and management.