Long vowels are vowel sounds that are pronounced for a longer duration than their short counterparts. In Latin, long vowels are crucial as they can change the meaning of words, influence word stress, and affect grammar, particularly in verb conjugation and noun declension. Understanding long vowels is essential for proper pronunciation and comprehension of Latin texts.