Automation, AI, and GenAI-driven systems for animal drinking behaviour and water intake monitoring: Exploring technologies, applications, and emerging challenges
A systematic review of 121 studies (2000-2025) on automated and AI-driven systems for monitoring drinking behaviour and water intake in cattle – from RFID and accelerometers to computer vision, deep learning and digital twins – and the gaps that remain.