1. Influence of the Type of ANN Algorithm on Prediction of Georeferenced Sugarcane Quality

Optimizing crop quality and yield is critical to the development of more sustainable agriculture on large scale. Predictive models can provide assessment of those attributes prior to harvesting using techniques of artificial intelligence to support site-specific management. The objective was to investigate the influence of ANN (Artificial Neural Network) algorithms on prediction of sugarcane quality. Brix content of sugarcane, variety CTC 2994 on second ratoon, was measured in laboratory using... T. Canata, F.P. Monachesi, O.D. Salomão, L. Rodrigues , L.E. Zonfrilli, H.C. De La Cruz, P.F. De Mello