Geostatistical conditional simulation has wide potential applications in the iron ore industry and is the favoured tool to assess variability and risk Multivariate relationships are important in such simulation for example between Fe and impurities such as Al2O3 SiO2 and P Turning bands has been the main conditional simulation algorithm