With the advancement in hyperspectral remote sensing, within crop variations can be discriminated with enhanced reliability and accuracy. Using ASD FieldSpec Pro® handheld spectroradiometer spectral signatures of different age groups and stressed arecanut crops are collected to build spectral library.