NIRS predictions on heterogeneous databases

Faced to heterogeneous database questions, a NIR user is often adviced to work on more homogeneous datasets. However, as heterogeneity and variability are widespread among agriculture areas, it is not always possible to have subsets which are at the same time homogeneous and large enough for calibration. It is therefore interesting to try calibration on heterogeneous databases before saying it is impossible ...