Surface integrals extend the concept of line integrals to two-dimensional surfaces, allowing the calculation of quantities like flux across surfaces in three-dimensional space. They are crucial in fields like physics and engineering for analyzing vector fields and understanding phenomena such as electromagnetic fields and fluid dynamics.