Using the spectral library and Hyperion imagery, arecanut crops of various age groups and under stress (crown choke disease) are mapped by Spectral Angle Mapper (SAM) algorithm with 73.68% accuracy. NDVI based approach is adopted to determine crop coefficients, and Hargreaves & Samani equation to compute reference crop evapotranspiration to assess CWR