AI, Sensors and Robotics in Plant Phenotyping and Precision Agriculture, volume III

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AI, Sensors and Robotics in Plant Phenotyping and Precision Agriculture, volume III is written by Yongliang Qiao and published by Frontiers Media SA. It's available with International Standard Book Number or ISBN identification 2832566073 (ISBN 10) and 9782832566077 (ISBN 13).

Plant production needs to be improved in a sustainable manner to accommodate a rising global population and anticipated climate change. Plant phenotyping plays an essential role in optimizing the genetic potential, plant breeding, and resource deployment in plant production. Recent and comprehensive plant phenotyping emerges from the dynamic and local interaction of phenotypes with the spatially and temporally dynamic environment above and below ground, while assessing complex plant traits such as growth, development, tolerance, resistance, physiology, ecology, yield, and basic quantitative parameters. The integration of smart sensors, big data, artificial intelligence, non-invasive technologies, and information technologies is pivotal in deriving accurate plant-physiological parameters at high throughput for precision agriculture. Notably, the advancement of wearable plant sensors, which are environmentally friendly for long-term use, marks a significant stride toward smart, data-driven agriculture. This technology provides novel solutions to complex challenges in agricultural production and environmental monitoring.