Crop type mapping is essential to agriculture applications, including yield estimates, crop planting acreage statistics, agricultural market predictions, and land use change analysis that support relevant decision-making. Since 2008, the U.S. Department of Agriculture (USDA) National Agricultural Statistics Service (NASS) has produced the annual Cropland Data Layer (CDL) with 108 crop types and 26 other land-use types for the CONUS Climate Console at 30 meters spatial resolution.

The Gender Equality in Agrifood Systems: Indicator List (GEASIL) is aimed at stakeholders who strive to address gender inequalities in value chains and require effective gender-responsive monitoring systems to track progress and guide decision-making. It is a consolidated list of nearly 400 illustrative indicators, selected and curated from over 1,500 original indicators identified in a scoping review. The list of indicators is not exhaustive and can be used in combination with other searchable indicator databases.

Food systems are a foundation of human and planetary well-being and central to achieving the Sustainable Development Goals. Yet they also contribute to ill health, inequity, environmental degradation, and greenhouse gas emissions. These challenges demand urgent food systems transformation. Such a transformation requires understanding the status of food systems across their diverse functions.

The Hashemite Kingdom of Jordan faces a plethora of climate challenges, from rising temperatures to drought and desertification, exacerbating issues of water scarcity. Concurrently, the country is home to an expanse of social protection and humanitarian assistance programs, varying in delivery modality and responsible actors.

For the 1.5 billion people living in fragile and conflict-affected situations, livelihood challenges are compounded by climate change, unsustainable resource consumption, poor governance, and weak social cohesion. Disaster risk reduction (DRR) and preparedness are critical components of a comprehensive approach to managing and mitigating the impact of disasters.

The Foresight Monitoring Tool for Adaptive Management and Learning was designed to support planning, reporting, managing, and learning along the Foresight Initiative Theory of Change (ToC) which is populated by a number of knowledge products, capacity sharing activities and innovations generated by the synergistic collaboration of a multidisciplinary team of scientists from 11 CGIAR Centers and external partners. The Foresight Monitoring Tool was reported as an Innovation in 2022.

Rangelands in Tunisia, play a vital role in providing essential services such as clean water, air, forage, and habitat for diverse ecosystems. However, decades of degradation due to socioeconomic changes, abandonment of traditional grazing practices, and recurrent droughts have led to soil degradation and loss of plant species. Overgrazing, exacerbated by climatic aridity, has significantly reduced rangeland productivity. In response, the traditional rest technique (G'del) has been applied, but its sustainability remains a challenge.

AGRHYMET has recently proposed a novel approach for translating seasonal climate forecasts into actionable information for adaptation planning for agriculture and water sectors using sectoral biophysical and process-based models. The aim is to finetune and generate forecast-based recommendations for these two sectors to better support effective adaptation planning and reduce risks associated with biases and subjective recommendations.

Codesign was a major focus of work package 1 that deals with the Transdisciplinary co-creation of innovations in Agroecological Living Landscapes (ALLs) in the target countries during 2023. This report provides an overview of progress achieved in 2023 with respect to codesign of technological innovations in 7 countries (Zimbabwe, Kenya, Tunisia, Burkina Faso, Senegal, Peru, Laos).

This study presents an innovative tool and approach developed to facilitate the adaptive testing or monitoring of e-flow frameworks and environmental flows (e-flows) implementation using digital tools and real-time data to ensure sustainable water resource management. The project, conducted in two river basins in southern Africa, focuses on creating a user-friendly digital Application Tool, integrated with a high-resolution 3D model and modern sensors, to monitor changes in river ecosystems post eflow implementation.

The increasing population and changes in the climate in Africa demand a more sustainable approach to water usage for improved food and water security in the region. One of the key users of water, agriculture serves as the primary livelihood in Ghana, with a growing focus on cocoa production. To effectively implement sustainable water management strategies, it becomes imperative to conduct hydrological studies, including water balance components and water quality at sub-national and watershed scales. This would assist decision-makers in the proper planning and interventions for agriculture.

Inclusive landscape management (ILM) is a holistic approach to managing landscapes that considers the needs of all stakeholders, including local communities, indigenous peoples, and marginalized groups. This Inclusive Landscape Management Plan (ILMP) seeks to provide a framework for the sustainable management and development of landscapes in the Ahafo Ano Southwest District (AASWD) of Ghana.