ABSTRACT: Sugarcane is a good source of renewable energy and helps reduce the emission greenhouse gases. Nitrogen has critical role in plant growth; therefore,estimating nitrogen levels essential, remote sensing can improve fertilizer management. This field study selects wavelengths from hyperspectral data on sugarcane canopy to generate models for estimating leaf concentrations. The was carrie...