Water is one of the most critical resources on the planet, and its availability is essential for agricultural production. However, climate change, population growth, and increasing water scarcity are putting pressure on global water resources and posing significant challenges for agriculture. In response to these challenges, intelligent irrigation systems are emerging as a promising solution to maximize water efficiency and improve crop yield while reducing environmental impact.