With ANNs, there is no need to begin with an a priori model; nor is there a need to identify all the required variables beforehand. Artificial neural networks have also facilitated the combination of input types (e.g. binary and continuous) and they are potentially advantageous in modelling biological processes that are often characterized as highly non-linear (Lacroix et al., 1995).