Tree data structures are hierarchical models used to represent data with parent-child relationships, where each node can have zero or more child nodes and exactly one parent node, except for the root node which has no parent. They are fundamental in organizing data efficiently for operations like searching, insertion, and deletion, making them essential in various applications such as databases, file systems, and network routing.