A linear matroid is a combinatorial structure that generalizes the notion of linear independence from vector spaces to more abstract settings, using matrices over a field to represent its elements and dependencies. It provides a powerful framework for understanding various mathematical and algorithmic problems, including those related to graph theory, optimization, and geometry.