crossrefAgriculture2023-10-11Cited by 11
Estimation of Total Nitrogen Content in Topsoil Based on Machine and Deep Learning Using Hyperspectral Imaging
Min-Jee Kim, Jae-Eun Lee, Insuck Back, Kyoung Jae Lim, Changyeun Mo
Excessive total nitrogen (TN) content in topsoil is a major cause of eutrophication when nitrogen flows into water systems from soil losses. Therefore, TN content prediction is essential for establishing topsoil management systems and protecting aquatic ecosystems. Recently, hype…