Jim, She has a few papers on this topic of dipole discovery.
Here is another one:
Kawale, Jaya, et al. "Testing the significance of spatio-temporal teleconnection patterns." Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining. ACM, 2012.
I will get you the one that I referenced.