“…Due to the importance, complexity, and variability of eutrophicated systems, mathematical models are essential tools to represent the degree of eutrophication of natural water bodies (Chao et al, 2010;Fan et al, 2009). The complexity of the models that describe eutrophication in aquatic systems ranges from simple NPZ (Denman and Gargett, 1995;McClain et al, 1996), or NPDZ (Hood et al, 2003;Oschlies and Garcon, 1999), to multi-nutrient, multispecies and size-structured ecosystem models (Lima and Doney, 2004;Lopes et al, 2009;Sundarambal et al, 2010). In fact, most of the available models assessing water quality in variable and high productive environments like coastal lagoons (Everett et al, 2007;Ferrarin and Umgiesser, 2005;Ohno and Nakata, 2008); are complex.…”