We consider the problem of approximating a probability measure defined on a metric space
by a measure supported on a finite number of points. More specifically we seek the
asymptotic behavior of the minimal Wasserstein distance to an approximation when the
number of points goes to infinity. The main result gives an equivalent when the space is a
Riemannian manifold and the approximated measure is absolutely continuous and compactly
supported.