The GeoAI Compendium documents best practices from the global UN-SPIDER Regional Support Office (RSO) network. It consolidates operational GeoAI workflows—including risk assessment, early warning, rapid damage assessment, and resilience analysis—implemented by 27 RSOs across Asia-Pacific, Africa, Europe, and Latin America. The publication synthesizes 18 validated case studies demonstrating how satellite data and artificial intelligence support disaster risk reduction, climate adaptation, urban resilience, and SDG implementation. The report provides evidence-based insights and practical models that can be replicated by national agencies and international partners.
Activity Type AI Tools/SolutionsTechnical AssistanceNetworks/Mentorship/ExchangeThe CommonSpace Initiative (CSI) is a global programme designed to support developing countries in applying space-based solutions—including satellite Earth observation, GNSS, and communication technologies—to enhance disaster risk reduction, climate resilience, and SDG implementation. CSI provides a coordinated framework where countries access geospatial data, modeling tools, and decision-support services through a unified platform. The initiative strengthens national disaster-management systems, facilitates technology transfer, and enables regional and international cooperation across the entire space-to-impact value chain. Expected impact includes improved early-warning capabilities, enhanced availability of space data for national planning, and stronger institutional adoption of space technologies for public-good applications.
Activity Type AI Tools/SolutionsResearch/Reports/AssessmentsAwareness/AdvocacyNetworks/Mentorship/ExchangeUN-SPIDER works in delivering resources for Member States to facilitate the acquisition and processing of space remote sensing data. This program aims to ensure that all countries and international and regional organizations have access to and develop the capacity to use all types of space-based information to support the full disaster management cycle. The portal provides knowledge, tools, and assessments for disaster management, including step-by-step procedures in GIS software, Python (Jupyter notebooks) and R scripts to download, process and visualize Earth observation data for monitoring and assessing droughts, floods, mudslides, and burn severity after forest fires.
Activity Type AI Tools/SolutionsTechnical AssistanceAccess to Space for All is a joint initiative of UNOOSA and space agencies, research institutions and industry to offer access to space research facilities, infrastructure and information. In the framework of the Initiative, the Office organized a webinar covering the use of artificial intelligence applications for space technology development. The objective is to raise awareness about how artificial intelligence can be integrated in space-technology projects.
Activity Type Awareness/Advocacy