I recall the time my frogbit had longer roots when I set it up and did not fertilize. But because my carpet plants were in a decline after depleting soil nutrients, I began fertilizing. No wonder they don’t grow long roots anymore. Interestingly, observation of how floaters do can be used to gauge water column nutrient condition.