Smart Sensing Systems and AI for Precision Agriculture
November 26 @ 11:59 am - 2:00 pm
Precision agriculture (PA) combines technologies and practices that assure the optimization of the operations associated with agricultural production through specific farm <a href="http://management.
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Regarding the technologies used, distributed smart sensing systems characterized by fixed and mobile nodes (initiated on remote sensing and Unmanned Aerial Vehicle (UAV)) are employed to turn the farming operations into data, and to optimize the future operation based on data driven models that can be part of digital twins applied in precision agriculture. Edge and cloud computing platforms that are capable to run AI/ML algorithms may contribute to helping human <a href="http://decisions.
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The keynote is focusing on digital transformation of agriculture in the context of heavily uncertainty associated with climate change. The IoT ecosystem technologies for precision agriculture will be discussed including multimodal sensing and artificial intelligence. In-situ and remote sensing are considered special attention being granted to the soil characteristics monitoring (moisture and macronutrients concentration). The agriculture UAV imagery and satellite imagery solutions as well as the relation between the data coming from the in-situ distributed smart sensors and acquired images using multispectral and thermographic camera and imagery techniques will be part of the presentation, including elements of virtualization in the case of digital twins implementation. AI multiple sources data driven models for an increased crops quality through the optimization of farming operations as examples of data driven models for smart irrigation and nutrients will be <a href="http://discussed.
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Speaker(s): Dr. Octavian Postolache