Agriculture plays a crucial role in ensuring food security and economic growth of nations. With an increasing global population and climate change affecting water resources, the need for sustainable and efficient irrigation systems has become more pressing than ever. Intelligent irrigation systems are emerging as an innovative solution that has the potential to revolutionize agriculture