I'm interested in their reasons for not using an R-Tree or an R*-Tree for the index. I know they mentioned the debate in this post but I'm quite curious how they arrived at their decision. Have they done performance tests with both methods? Many other high performance applications use R-Tree based structures, and I've always been under the impression that R-Trees usually outperform Quadtree style indexes in PIP queries.