Eliminate Community Development Block Grants?

In a RealClearPolicy original piece today, the Reason Foundation's Anthony Randazzo and Victor Nava say we should, on the grounds that the program's funds disproportionately go to wealthy areas of the country. Here is a graph showing the funds received by the ten wealthiest and ten poorest counties in America: