Do I recite this bracha when smelling a delicious cup of coffee or a freshly-baked pastry? After all, the coffee bean is a fruit, and the flour of the pastry is a grain, which is also halachically a fruit.
It would appear that his thirst for closeness to God, and his great longing for the Holy Land - the land wherein the Divine Presence rests - shook his inner being so strongly that no worldly enjoyment could compare to living in the land of Israel.