Riemann Integrability is a criterion for determining if a function can be integrated using the Riemann integral, which is based on the notion of approximating the area under a curve using sums of areas of rectangles. A function is Riemann integrable on a closed interval if and only if it is bounded and the set of its discontinuities has measure zero, meaning the discontinuities do not significantly affect the overall area calculation.