Multimodal fusion-driven precision irrigation decision model for greenhouse cucumber integrating enhanced YOLO11n and TSMixer

Key Points

• The decision model enhances precision irrigation in greenhouse cucumber cultivation, optimizing water usage and crop yield.
• Key performance metrics include improved irrigation efficiency by over 30% compared to traditional methods.
• Assessment using a multimodal fusion approach that integrates the YOLO11n and TSMixer methodologies is employed.
• Implications highlight the potential for significant resource savings, promoting sustainable agricultural practices.