Predicting soil properties in Surat talukas is crucial for decision-making in agriculture and government. This study compared two methods, ordinary kriging and regression kriging, to predict soil nutrients in Bardoli, Mandvi, and Umarpada. Regression kriging showed nearly perfect accuracy compared to ordinary kriging, indicating its effectiveness in predicting soil properties in these areas of southern Gujarat.