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E-agriculture in action

Big data for agriculture










FAO and ITU. 2019. E-agriculture in Action: Big Data for Agriculture. Bangkok, Food and Agriculture Organization of the United Nations and the International Telecommunication Union. Licence: CC BY-NC-SA 3.0 IGO.



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    E-agriculture in action: Blockchain for agriculture
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    The growth of ICT in the last decade has provided many opportunities to overcome some of the challenges faced by the agriculture sector. Recent developments such as the increase in the use of mobile-broadband access devices, the Internet of things (IoT), drones, smart networks, capacity for big data analytics, and artificial intelligence have provided agriculture stakeholders with some key tools and technologies to improve production and marketing processes, for example, in agriculture and allied fields. One of the most discussed technologies of late is Distributed Ledger Technology (DLT); Blockchain is one implementaiton of DLTs. This publication aims to demystify the technology, provide some thoughts on the opportunities and challenges in implementing blockchain-based systems as well as document some case studies on the use of blockchain for agriculture.
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    Tackling poverty and hunger through digital innovation 2018
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    Information and communication technologies (ICTs) make a significant contribution to growth and socio-economic development in countries and regions around the globe. The widespread adoption and integration of ICTs has reduced information and transaction costs, improved service delivery, created new jobs, generated new revenue streams, and helped conserve resources. ICTs have also transformed the way businesses, people and governments work, interact, and communicate. ICT innovation is also revolutionizing the agriculture and food sectors. In developed economies, innovations such as artificial intelligence, the Internet of things, data analytics and block-chain are changing the way agriculture does business. Remote sensors collect data on soil moisture, temperature, crop growth and livestock feed levels, enabling farmers to achieve better yields by optimizing crop management and reducing the use of fertilizers, pesticides and water. However, the rapid global revolution in ICT stands in stark contrast to the continuing high numbers of extreme poor and hungry individuals in the world. The new digital technologies and innovative use of ICTs creates enormous opportunities and poses daunting challenges to ending poverty and hunger. On one hand, there is potential to increase productivity and wealth, generate new activities, products and services, and improve livelihoods. On the other hand, such opportunities can lead to further alienation of marginalized communities and an exacerbation of existing socio-economic inequalities. This information note explores these questions and the potential for ICTs and digital technologies to accelerate the achievement of Sustainable Development Goals 1 (No poverty) and 2 (Zero hunger) within the context of rural areas.
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    Inland small-pelagic fisheries utilization options, marketing and opportunities for support 2012
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    The fisheries sector contributes greatly to the economies of the eastern, central and southern regions of Africa (ECSA) in terms of income, employment and export revenue. Until recently, only large-sized fish were exploited for human consumption but small-sized pelagic fish were used for animal feed production. However, in the last decade, concerted efforts have been made in various African countries to reverse the trend. For example in 2005, an FAO led study assessed post-harvest losses in one of the abundant small-sized pelagic fisheries (Rastrineobola argentea), in the East Africa states of Kenya, Uganda and Tanzania. In 2011, Uganda through the Department of Fisheries Resources (DFR), requested FAO under the Technical Corporation Programme (TCP) to address the question of high post-harvest losses in the fishery and improvement of upstream handling against a backdrop of declining per capita consumption trends. Under this programme, several products were developed to increase Rastrin eobola argentea, locally called Mukene, for human consumption. The SMARTFISH Programme, with funding from the European Union (EU) built on previous efforts by initiation of the present study that has been designed to look at increased utilization options to enhance cross-border trade in small pelagics. As a test case, products from Brycinus nurse (Ragoge) and Neobola bredoi (Musiri) commonly found in Lake Albert of Uganda were developed together with potential Ugandan processors and the economic ally viable products were marketed in neighbouring Kenya and Rwanda to gauge their marketability. Using a structured questionnaire with some input from the Trade Event Specialist, some potential regional traders tasked to evaluate their prospects. Prior to product development, information was gathered on all aspects of the Musiri and Ragoge fishery, including the sanitary status of fishing vessels, time of capture, daily catches, drying surfaces, storage facilities, packaging, wholesale operatio ns as well as markets and transportation. The sand-free sundried products, powdered and fried products were promoted for regional markets. As a complementary study, the nutrient content of products from both fish species was determined for purposes of backstopping the three up-graded processors who were at different levels of development. The regional market opportunities surveyed indicated that there was an insatiable demand for all products made from small-sized pelagics ranging from sun-dried to powdered. The large quantities demanded by the regional markets could not be met by processors using traditional processing methods and operating at a small-scale. It was also evident that product quality was a determinant factor in product pricing. The cost of sand-free products was one and a half times more than adulterated products which underscore the influence of consumers in the market place. There were other external drivers that are likely to enhance regional trade of the identified value-added products from Uganda. They included population increases, regional geo-economic and political blocks, carbohydrate-based diets, nutritional properties of fish and civil strife or wars. During the implementation of the present study, there were two major challenges namely; seasonality of the two species under scrutiny and the competence of local processors to be up-graded to standards required by the regional as well as international markets. Both factors slowed down the implementatio n process because unplanned exposure visits and training had to be conducted to improve the competence of potential processors under the up-grading SMARTFISH scheme. In conclusion, there was an insatiable demand in the region for all products made from small-sized pelagic fishes from Uganda and trade in such products can be enhanced in the region with concerted effort from all key actors along the value-chain, improved upstream handling, broadened utilization base, consumption campaigns and enfo rcement of quality and safety standards. However, implementation of some intervention measures cited would require harmonized policies across national borders, substantial investment in the sector, sensitization of key actors with regard to market requirements and goodwill among policy enforcers at border crossings.

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