We introduce the q,t-Catalan measures, a sequence of piece-wise polynomial measures on R2. These measures are defined in terms of suitable area, dinv, and bounce statistics on continuous families of paths in the plane, and have many combinatorial similarities to the q,t-Catalan numbers. Our main result realizes the q,t-Catalan measures as a limit of higher q,t-Catalan numbers Cn(m)(q,t) as m→∞. We also give a geometric interpretation of the q,t-Catalan measures. They are the Duistermaat-Heckman measures of the punctual Hilbert schemes parametrizing subschemes of C2 supported at the origin.