Geometric space is a fundamental concept in mathematics that pertains to the study of figures, forms, and their properties and relationships in space. It encompasses various mathematical structures like Euclidean space, non-Euclidean space, and abstract spaces which form the foundation for concepts in geometry, topology, and manifold theory.