“…This new approach is used to better analyze the real dynamics of phytoplankton populations, which are continuously exposed to random and deterministic changes in environmental variables. Indeed, it is worth recalling that marine ecosystems are complex systems, that is open systems characterized by nonlinear interactions between their parts and external perturbations (Goryachev et al, 2005;Maye et al, 2007), both deterministic and random, due to environmental variables (Grenfell et al, 1998;Zimmer, 1999;Bjornstad and Grenfell, 2001;Spagnolo et al, , 2003Spagnolo et al, , 2004Spagnolo et al, , 2005La Barbera and Spagnolo, 2002;Valenti et al, 2004aValenti et al, , 2006Caruso et al, 2005;Chichigina et al, 2005Chichigina et al, , 2011Fiasconaro et al, 2006;Chichigina, 2008;La Cognata et al, 2010). As a consequence, the study of a marine ecosystem has to be performed by considering also the effects of random perturbations, which can be treated as environmental noise sources.…”