This product is an integrated framework that combines NavIC-IR multipath signal analysis with vegetation-specific modeling to enhance soil moisture estimation and crop condition assessment. Key components include data pre-processing, vegetation segmentation, multipath signal analysis, machine learning modeling, and field validation. By leveraging NavIC-IR signals alongside vegetation analysis, the system delivers actionable insights for precision agriculture, water management, and ecosystem monitoring.