Starting with the data curation from rocks and sand samples.

The Outliers

The scanline hyperspectral cameras have some dead pixels (some specific wavelenght bands and some specific spatial pixels). These dead elements provide some outlier in the data.

In addition some specular reflection from metalic and plastic structures requires semiautomatic analysis.

Outlier