A suffix tree is a data structure that presents the suffixes of a given string in a way that allows for fast pattern matching and other string operations. It is particularly useful in bioinformatics and text processing due to its efficiency in handling large datasets and enabling operations like substring search, longest common substring, and more in linear time.