The implementation of SSNM in crop production, for example, paddy and maize, is not new (Li, Zhao, Wang, Sefton, & Triantafilis, 2019;Munnaf, Haesaert, & Mouazen, 2022); however, its application in sugarcane management is still in its infancy, and the integration of technologies into SSNM in sugarcane is a crucial need (Maldaner, 2021). The importance of technologies for sugarcane SSNM has been discussed elsewhere (Li, Zhao, Wang, Sefton, & Triantafilis, 2019;Sanches, Magalhães, & Franco, 2019). From these studies, the most fundamental component and the first step of any SSNM (including SSNM for sugarcane) relates to how to asses variability at the field scale. This implies that the recommendation for soil nutrient management must be conducted not uniformly but at the scale of field variability. The recommendation could be conducted based on the relationship between pertinent soil properties and sugarcane quality that can be observed. Two