crossrefAgriculture2026-06-03
Digital Soil Mapping of the Steppe Zone in Northern Kazakhstan: Predicting Agrochemical Properties of Soils Using Multimodal Satellite Data and Machine and Deep Learning Techniques
Aliya Yskak, Gulnaz T. Yermoldina, Almabek B. Nugmanov, Berik S. Rakhimbayev, Zhanna B. Suimenbayeva, Vladimir D. Fominov, et al.
Digital soil mapping (DSM), based on multimodal satellite data, is a crucial tool for the transition to precision agriculture. However, systematic studies using this method and machine and deep learning techniques are lacking for the arid and semi-arid regions of Central Asia, wh…