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The State of Food and Agriculture 2022

Leveraging agricultural automation for transforming agrifood systems











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Last updated 28/06/2023

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FAO. 2022. The State of Food and Agriculture 2022. Leveraging automation in agriculture for transforming agrifood systems.Rome, FAO.




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    Book (series)
    Leveraging automation and digitalization for precision agriculture: Evidence from the case studies
    Background paper for The State of Food and Agriculture 2022
    2022
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    Digital and automation solutions for precision agriculture can improve efficiency, productivity, product quality and sustainability. Nevertheless, barriers to adoption of such solutions – including their cost, lack of knowledge and skills, and the absence of an enabling environment and infrastructure – can prevent producers from realizing these benefits. Building on findings from 22 case studies worldwide, this study finds that national data policies and infrastructure are key enablers of adoption, as is investment in connectivity (e.g. internet) and electricity in rural areas. Further research and information on the economic, environmental and social impacts of the solutions are also needed to provide evidence on their benefits. So too is investment in human capacity development, particularly digital literacy. To ensure an inclusive process, solutions must be adapted across agricultural production systems, regions and farm types. Partnerships and networks for exchanging information and promoting collaboration will key. Finally, awareness raising and communication are important since consumers can be skeptical about food being produced by new technologies. In summary, by focusing on a variety of solutions, this study provides a landscape analysis of digital and automation solutions and offers guidance to accelerate adoption for more inclusive, sustainable and resilient agrifood systems.
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    Book (series)
    Agricultural digitalization and automation in low- and middle-income countries: Evidence from ten case studies
    Background paper for The State of Food and Agriculture 2022
    2022
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    Digital and automation solutions can solve labour bottlenecks, increase agricultural productivity, resilience and efficiency, and improve environmental sustainability. However, access is limited in low- and lower-middle-income countries, especially for small-scale producers. Based on ten case studies in sub-Saharan Africa, Latin America and the Caribbean and Asia, this study investigates the suitability of digital and automation solutions for small-scale producers, the main drivers and barriers to their adoption and the role of policies and regulations in creating an enabling environment. Findings show that technologies in the study countries are largely limited to smartphones and tablets, and related software tools (e.g. mobile applications). Most digital and automation solutions focus on crops, some on livestock and aquaculture, and a few on agroforestry. The most important adoption barriers include the high investment cost, lack of digital skills and knowledge and a lack of an enabling environment. Yet, advances in mechanization supported by digital technologies, and the development of hiring platforms foster adoption. The emergence of guidelines, strategic plans and policies that regulate and streamline automation should be encouraged, as should providing producers with information about the benefits and costs of digital and automation solutions.
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    Policy brief
    The (continued) potential of motorized mechanization 2022
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    Motorized mechanization is an important form of agricultural automation and has the capacity to transform agriculture and rural livelihoods. Its benefits have resulted in a substantial increase in mechanization worldwide, although adoption has been uneven and particularly limited in sub-Saharan Africa. Agricultural mechanization has been so far dominated by large and heavy machinery, putting small-scale producers at a disadvantage due to their lower capacity to afford large, more costly, machinery that often does not suit their small, irregular, or hilly terrains. Moreover, such machinery contributed to environmental problems such as biodiversity loss, land degradation and soil erosion. Inclusive access to mechanization requires a conducive business environment through a range of (coherent) policy instruments and investments. Particularly for small-scale agricultural producers, it is important that machinery is tailored to local conditions through technological and institutional innovations.

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