Doob decomposition of an adapted integrable process

Every adapted integrable process $X$ has a unique decomposition $X=M+A$, where $M$ is a martingale, $A_0=0$, and $A$ is predictable. Its increments areFor a supermartingale these increments are nonpositive; changing the sign of $A$ gives the usual nondecreasing compensator convention.