Join Dependency is a constraint in relational databases that ensures a relation can be decomposed into multiple relations and then perfectly reconstructed through a natural join operation. It is a generalization of multivalued dependencies and is crucial for achieving higher normal forms like Fifth Normal Form (5NF).