Specifying surface soil types is vital for healthy agricultural management to enhance food production. Recent advancements in machine learning are essential in soil science. quantitatively predicting and classifying soil types. The current study concentrates on generating and testing the spectral library to classify surface soil types. https://www.shopnyples.shop/product-category/notecards/