Application of an original soil tillage resistance sensor in spatial prediction of selected soil properties

•Implementation of novel three-point-hitch measuring system.•Investigation of potential of new measuring system for better soil observation.•Utilization of geostatistics for maps generation of soil physical properties.•Study of interactions between soil tillage resistance and standard soil properties.