The Doob-Meyer Decomposition is a fundamental theorem in the theory of stochastic processes, which states that any submartingale can be uniquely decomposed into the sum of a martingale and an increasing predictable process. This decomposition is crucial for understanding the structure of submartingales and plays a key role in the development of stochastic calculus and the theory of stochastic integration.