Hi! I found this seller in the USA who has several lovely crystal brooches that are around 2 to 2 1/2 inches in diameter that could be used for that hair clip at the back of the Maiko wareshinobu hairdo.
The item number on eBay is: 401293501847
There is one that looks like Sakura - Cherry Blossom. Hope you like them.