What global climatic change gave gymnosperms an advantage over ferns?

The global climatic change that gave gymnosperms an advantage over ferns was the shift from warm, humid conditions to cooler and drier climates during the late Paleozoic era. Gymnosperms, with their seeds and adaptations to drier conditions, were better suited to survive and proliferate in these new environments.