Interpolating vector quantities

[DanielVandH]

I wonder if it would be nice to have a way to interpolate data of the form $\mathbf z = f(x, y)$. One application would be solutions from a PDE, in which case we might want to interpolate at the same point but at many times. Being able to do this just a single time would save a lot of time.