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Methodological innovation









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    Booklet
    Report of the Workshop on the use of still and video cameras to record deepwater shark catches by scientific observers
    Rome, 31 August 2021
    2022
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    This publication examines the current status of using still and video camera systems, supported by image analysis through artificial intelligence and computer learning systems, to support the work of on-board scientific observers on commercial fishing vessels. This allows observers to increase their ability to improve data collection and reduce risks to personal safety. It also frees up the observers time allowing them to focus on tasks that can not be replaced by technology. The end result is more and better data, collected to know quality standards, that is independent of observer experience.
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    Book (stand-alone)
    Digital agriculture in action
    ArtificiaI intelligence for agriculture
    2021
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    This publication on artificial intelligence (AI) for agriculture is the fifth in the E-agriculture in Action series, launched in 2016 and jointly produced by FAO and ITU. It aims to raise awareness about existing AI applications in agriculture and to inspire stakeholders to develop and replicate the new ones. Improvement of capacity and tools for capturing and processing data and substantial advances in the field of machine learning open new horizons for data-driven solutions that can support decision-making, facilitate supervision and monitoring, improve the timeliness and effectiveness of safety measures (e.g. use of pesticides), and support automation of many resource-consuming tasks in agriculture. This publication presents the reader with a collection of informative applications highlighting various ways AI is used in agriculture and offering valuable insights on the implementation process, success factors, and lessons learnt.
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    Book (stand-alone)
    Proceedings of the FAO Global Conference on Sustainable Agricultural Mechanization
    Rome, 27–29 September 2023
    2024
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    The Global Conference on Sustainable Agricultural Mechanization (GAMC) organized by FAO from 27 to 29 September 2023 provided a neutral platform for global stakeholders to discuss sustainable agricultural mechanization for agrifood systems transformation. The conference covered various themes like crop production, post-harvest and agroprocessing, climate change and resilience, digitalization and automation, supply chain and standards, models and multistakeholder engagement, and creating an enabling environment. The proceedings feature abstracts of speeches and presentations and culminate in a compelling call to action to guide future efforts for promoting sustainable agricultural mechanization towards 2030 and beyond.

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