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ArticleJournal articleMaking food systems more resilient to food safety risks by including artificial intelligence, big data, and internet of things into food safety early warning and emerging risk identification tools 2024
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No results found.To enhance the resilience of food systems to food safety risks, it is vitally important for national authorities and international organizations to be able to identify early signals of emerging food safety risks and to provide early warning in a timely manner. This review provides an overview of existing and experimental applications of artificial intelligence (AI), big data, and internet of things tools and methods as part of early warning and emerging risk identification in the food safety domain. There is an ongoing rapid development of systems fed by numerous, real-time, and diverse data with the aim of early warning and identification of emerging food safety risks. The suitability of big data and AI to support such systems is illustrated by two cases in which climate change drives the emergence of risks, namely, harmful algal blooms affecting seafood and fungal growth and mycotoxin formation in crops. Automation and machine learning are crucial for the development of future real-time food safety risk early warning systems. Although these developments and tools increase the feasibility and effectiveness of prospective early warning and emerging risk identification, their implementation may prove challenging, particularly for low- and middle-income countries due to low connectivity and data availability. It is advocated to overcome these challenges by improving the capability and capacity of national authorities, as well as by enhancing their collaboration with the private sector and international organizations. -
Book (stand-alone)Technical bookEnhancing Early Warning Capabilities and Capacities for Food Safety 2016
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No results found.Worldwide, food safety incidents can have a significant impact on public health, economies, agrifood trade, food security, and public confidence in the food supply. The prevention, mitigation, and management of food safety incidents globally can be enhanced through more effective early warning systems for food safety. Early warning systems help countries to better anticipate food safety threats and respond quicker through appropriate risk management actions. This publication provides a resource for countries to enhance their early warning capabilities and capacities. It emphasizes the need to build and connect links between existing food safety infrastructure (e.g. surveillance and food control) and to improve collaborative relationships among all of the different food chain stakeholders in order to protect public health and the food supply. -
DocumentOther documentStructured Review and Expert Opinions on Early Warning and Rapid Alert System Applicable to Food Safety
Technical report, 26 September 2013
2014Also available in:
No results found.This technical report is an abridged version of the full report that documents the results of the project ‘Structured Review and Expert Opinions on Early Warning and Rapid Alert Systems Applicable to Food Safety’ carried out by the Center for Coastal Health (CCH) in collaboration with the EMPRES Food Safety Unit. The broad review question for the project was as follows: What is the current state of knowledge on EWRA (early warning and rapid alert) systems in terms of networks, programs and initi atives, databases, and data sources for identifying, notifying and sharing information on food safety events?
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Book (series)Technical studyForestry for a low-carbon future: Integrating forests and wood products in climate change strategies 2016
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No results found.Following the introduction, Chapter 2 provides an overview of mitigation in the forest sector, addressing the handling of forests under UNFCCC. Chapters 3 to 5 focus on forest-based mitigation options – afforestation, reforestation, REDD+ and forest management – and Chapters 6 and 7 focus on wood-product based options – wood energy and green building and furnishing. The publication describes these activities in the context of UNFCCC rules, assessing their mitigation potential and economic attrac tiveness as well as opportunities and challenges for implementation. Chapter 8 discusses the different considerations involved in choosing the right mix of options as well as some of the instruments and means for implementation. Chapter 8 also highlights the co-benefits generated by forest-based mitigation and emphasizes that economic assessment of mitigation options needs to take these benefits into account. The concluding chapter assesses national commitments under UNFCCC involving forest miti gation and summarizes the challenges and opportunities. -
Book (stand-alone)Technical bookTackling Climate Change through Livestock
A global assessment of emissions and mitigation opportunities
2013As renewed international efforts are needed to curb greenhouse gas emissions, the livestock sector can contribute its part. An important emitter of greenhouse gas, it also has the potential to significantly reduce its emissions. This report provides a unique global assessment of the magnitude, the sources and pathways of emissions from different livestock production systems and supply chains. Relying on life cycle assessment, statistical analysis and scenario building, it also prov ides estimates of the sector’s mitigation potential and identifies concrete options to reduce emissions. The report is a useful resource for stakeholders from livestock producers to policy-makers, researchers and civil society representatives, which also intends to inform the public debate on the role of livestock supply chains in climate change and possible solutions. -
Brochure, flyer, fact-sheetBrochureGlobal Forest Resources Assessment 2020
Key findings
2020This publication contains the main findings of the Global Forest Resources Assessment 2020 (FRA 2020). The data in FRA 2020 have been obtained through a transparent, traceable, reporting process and a well- established network of officially nominated national correspondents. The information provided by FRA presents a comprehensive picture of the world's forests and the ways the resource is changing. Such a clear global picture supports the development of sound policies, practices and investements affecting forests and forestry.