Geometric nonlinearity refers to the nonlinear behavior of structures under large deformations where the initial configuration significantly affects the response, making linear assumptions invalid. It is crucial in accurately predicting the behavior of structures like beams, shells, and membranes subjected to large displacements or rotations.