From the University of Florida:
According to agricultural research from the University of Florida IFAS Extension, limiting nitrogen fertilization in pastures actually exacerbates dog fennel infestations. Desirable forage grasses (like bahiagrass or bermudagrass) suffer without nitrogen, allowing the highly competitive dog fennel to easily overtake the field.