Tehmina Karamat Ullah Khan

Controlled image-based prediction of soil nutrient concentrations (NPK) using machine and deep learning

Soil nutrient analysis is essential for sustainable agriculture and precision farming. Traditional chemical tests for nitrogen, phosphorus, and potassium are reliable but costly, time-consuming, and often unavailable in remote areas. The objective of this study is to develop a novel approach that combines laboratory ch...