Irrigation is a critical component of agricultural production, as it helps ensure sufficient water supply for crops during periods of drought or low rainfall. However, managing irrigation systems optimally remains a significant challenge, with issues such as over-fertilization, under-fertilization, and soil moisture variability requiring attention. The application of real-time soil moisture sensing technology can effectively address these challenges, enhancing crop quality, improving yields, and conserving water resources.