It is essential for future models to provide predictive outputs that can be applied to agronomic, ecologic or environmental issues. There is strong expertise in the Resource Capture Group on developing expert agronomic models for the prediction of crop productions (examples include OPTIRAS and MAPP management systems for potatoes by Bruce Marshall, SCRI).

In the future, models will be asked to address more diverse challenges such as; How can crops tolerate weeds? What would be the impact of drier seasons on crop yield? Is it possible to reduce fertiliser input swithout significant loss of yield?  

The current modelling approaches (process based or functional-structural models) have focused on balance, flux and allocation rules in fixed architectural development schemes. These models assume a unique genotype and developmental program. It is now essential to incorporate an understanding of how a specific gentotype influence developmental processes and responses to the environment. This can be achieved by developing models that explain the genetic control of plant architectural development.

Figure 1: Simulation software developed at SCRI representing roots biological structures as concentric surface layers possessing arbitrary distributions of molecular concentrations. (a) theoretical activator(red)-inhibitor(green) model is used to predict the position of lateral root initiation. (b) b) Whole root system architecture simulated using this principle.