Convergent traits are species-specific and evolve over long periods to adapt to geographic changes. The traditional forward genetics methodology, based on hybrid populations, may be insufficient to study these traits. We applied single-cell omics, spatial omics, and evolutionary genomics approaches to fill the gap in understanding these traits, such as C4 photosynthesis, CO2 concentration mechanisms that have convergently evolved with over 60 origins. We focus on C3 and C4 species in Poaceae, Cyperaceae, Amaranthaceae, and Molluginaceae, to address questions about how historical geographic changes triggered C4 evolution and how C4 genetic elements evolved in distinct species.