AI-enabled hydroponics: a critical review of sensor-driven farming systems for sustainable global food security
This review critically evaluates AI-enabled hydroponic systems, focusing on sensor-driven monitoring of solution chemistry, environmental parameters, and plant-health indicators through imaging, and outlines strategies for integrating AI with plant-centered hydroponic design.