The 2D PEF estimated on sparse data compares favorably to the 2D PEF estimated on the dense data in some cases. For the Madagascar data set, when the unknown data exceeds 67 percent, this method fails. However, up to that point, this method is able to estimate a 2D PEF when conventional estimation techniques would certainly fail.