Overall, the result concludes that the proposed cost-effective sensing system can be viable in determining leaf nitrogen status. Keywords: plant phenotyping; non-invasive; spectrometer; reflectance; machine learning 1. Introduction Nitrogen (N) is one of the most indispensable elements for plants ...