Food security is critical to creating an inclusive and peaceful world. Accelerating the pace of innovation in agriculture will be key to addressing the many challenges facing our planet. ACS Agricultural Science & Technology (AAST) supports the building of inclusive science communities to speed progress toward the United Nations Sustainable Development Goals (SDGs).

This paper discusses innovation in low and middle-income countries, focusing on the role it has played in local and national responses to the COVID-19 pandemic, and the lessons from this effort for how innovation might be harnessed to address wider development and humanitarian challenges by mobilising resources, improving processes, catalysing collaboration and encouraging creative and contextually grounded approaches. The paper also examines how international development and humanitarian organisations can improve their support for local and national innovation efforts.

One-fifth of the innovative solutions to fight the Covid-19 pandemic have emerged from low and middle-income countries, and these responses offer promising insights for how we think about, manage, and enable innovation. As the international community now faces the historic challenge of vaccinating the world, more attention and resources must be directed to the innovators who are developing technically novel, contextually relevant, and socially inclusive alternatives to mainstream innovation management practices.

AgriFoodTech start-ups are coming to be seen as relevant players in the debate around and reality of the transformation of food systems, especially in view of emerging or already-established novel technologies (such as Artificial Intelligence, Sensors, Precision Fermentation, Robotics, Nanotechnologies, Genomics) that constitute Agriculture 4.0 and Food 4.0. However, so far, there have only been limited studies of this phenomena, which are scattered across disciplines, with no comprehensive overview of the state of the art and outlook for future research.

Addressing 21st century development challenges requires investments in innovation, including the use of new approaches and technologies. Currently, many development organisations prioritise investments in isolated innovation pilots that leverage a specific approach or technology rather than pursuing a strategic approach to expand the organisation's toolbox with innovations that have proven their comparative advantage over what is currently used.

For most development organisations and funders, innovation remains a sprawling collection of activities, often energetic, but largely uncoordinated. To a dregree, this has also been the case for Iceland's development co-operation. Iceland, a comparatively small but energetic player in the international development co-operation system, provided the equivalent of 0.28% (roughly 67 million Euro) of it 2021 gross national income towards Official Development Assistance.

The overarching research question developed in the Conceptual Framework conveys the core objective of SALSA (What is the contribution of small farms and of the related food businesses to sustainable FNS in a wide range of foos systems?) by highlighting that the research follows a systemic approach.

The SALSA project aims at assessing the current and future role of small farms and related small food businesses in contributing to sustainable food and nutrition security at regional level in Europe and in selected African regions, and to identify the conditions for them to meet the demand for food in an increasingly populated and resource-constrained world.

The project Small Farms, Small Food Business and Sustainable Food Security (SALSA) intends to assess the role of small farms and small food business in terms of food production and food security. One important first step in doing this is to test and develop methods and tools able to produce accurate and useful information about small farms.

This deliverable is a report on the main methodological steps implemented in the framework of the Small Farms, Small Food Business and Sustainable Food Security (SALSA) project in task 2.3 of Work Package 2 (WP2) to produce the Output 3, which is a crop type map in small farms context in each reference region (see D.2.4 report pag. 5).