Sporophyte dominance refers to a life-cycle phase in which the sporophyte generation is the most conspicuous and long-lived phase, primarily observed in vascular plants like ferns, gymnosperms, and angiosperms. This dominance is an evolutionary adaptation that enhances terrestrial survival and reproduction due to the sporophyte's ability to produce numerous spores and its structural complexity, supporting efficient nutrient and water transport.