Paper analysing nonlinearity in climate complex network has been published
J. Hlinka, D. Hartman, M. Vejmelka, D. Novotná and M. Paluš: Non-linear dependence and teleconnections in climate data: source. Climate Dynamics 42:7-8, 1873-1886, 2014
Paper can be found visiting following link.