I. Introduction
Multi-depth in-situ sensing systems are extensively used in agriculture and water management [1], [2]. In precision agriculture, soil sensors are placed at various depths to comprehensively monitor attributes like salinity, moisture, and nitrogen density and distribution. This sensing data aids in the intelligent management of irrigation and nitrogen usage. Unlike single sensors, multi-depth sensory arrays gather rich information, providing a deeper understanding of a crop's root nutrition.