You searched for: “phytophilists”
phytophilist (s) (noun), phytophilists (pl)
A collector of plants: Jack loved botany and wanted to have as many kinds of plants as possible, like flowers, shrubs, bushes, and trees in his garden and his friends said that he certainly was a phytophilist.