{"query_echo":{"q":"","filters":{"analysis_type":["capacity mapping"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'capacity mapping' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":3,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=capacity+mapping","stability":"beta","ai_marking":{"digital_source_type":{"uri":"http://cv.iptc.org/newscodes/digitalsourcetype/trainedAlgorithmicMedia","name":"Created using Generative AI"},"notice":"Summary and key insights are generated using artificial intelligence."},"results":[{"id":"cdkn-000975","url":"https://climateinsightsdirectory.org/document/cdkn-000975","title":"Namibia Country Report","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"report","language":"en","date_published":"2014-05","source_url":"https://cdkn.org/sites/default/files/files/SARUA-Vol2No6-Namibia-Country-Report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies Namibia as highly vulnerable to climate change, particularly in agriculture and water resources. It finds that while national policies like the Climate Change Strategy and Action Plan (2012) are strong, there is a significant gap in translating these into university curricula and coordinated research. The University of Namibia (UNAM) and the Polytechnic of Namibia are key partners, with UNAM's Multidisciplinary Research Centre (MRC) emerging as a hub for interdisciplinary work. However, the report highlights a lack of dedicated CCD postgraduate degrees, insufficient institutional coordination, and a need for greater transdisciplinary research that engages local communities and indigenous knowledge.","ai_generated":true,"unit":"cdkn-000975#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Namibia is characterized as one of the driest countries south of the Sahara and is highly vulnerable to climate change due to its reliance on climate-sensitive sectors such as agriculture, livestock management, and fishing.","ai_generated":true,"unit":"cdkn-000975#insight-1","date_modified":"2026-10-23"},{"text":"Projected climate changes for Namibia include temperature increases between 1°C and 4°C by 2046–2065, increased evaporation and evapotranspiration of 5-15%, and a potential reduction in groundwater recharge of 30-70%.","ai_generated":true,"unit":"cdkn-000975#insight-2","date_modified":"2026-10-23"},{"text":"National priorities for adaptation are focused on four main themes: food security and sustainable biological resource base, sustainable water resources base, human health and well-being, and infrastructure development.","ai_generated":true,"unit":"cdkn-000975#insight-3","date_modified":"2026-10-23"},{"text":"Mitigation priorities in Namibia center on sustainable energy and low-carbon development, as well as transport.","ai_generated":true,"unit":"cdkn-000975#insight-4","date_modified":"2026-10-23"},{"text":"There is a significant gap in the availability of specialized CCD education; most universities currently 'integrate' climate issues into existing courses rather than offering dedicated CCD degrees.","ai_generated":true,"unit":"cdkn-000975#insight-5","date_modified":"2026-10-23"},{"text":"The University of Namibia's Multidisciplinary Research Centre (MRC), established in 2010, serves as a primary vehicle for CCD research, though it lacks a formal database or knowledge management system.","ai_generated":true,"unit":"cdkn-000975#insight-6","date_modified":"2026-10-23"},{"text":"Research in Namibia is predominantly government-driven and often takes the form of unpublished consultancies, with limited publication of findings in peer-reviewed literature by Namibian researchers.","ai_generated":true,"unit":"cdkn-000975#insight-7","date_modified":"2026-10-23"},{"text":"The Gobabeb Centre of Excellence is a SADC-level joint venture that tests and promotes appropriate technologies, including the development of a Hybrid Energy System.","ai_generated":true,"unit":"cdkn-000975#insight-8","date_modified":"2026-10-23"},{"text":"Transdisciplinary research is hindered by a lack of university incentives, a fear of disciplinary domination, and a resistance to change among senior academics.","ai_generated":true,"unit":"cdkn-000975#insight-9","date_modified":"2026-10-23"},{"text":"There is a critical need for 'boundary organisations' to facilitate feedback loops between scientific institutions, policy makers, and land users to improve the translation of climate science into local action.","ai_generated":true,"unit":"cdkn-000975#insight-10","date_modified":"2026-10-23"}],"climate_tags":["Low carbon development","climate change adaptation","climate change mitigation","water management","food security","traditional knowledge","higher education","capacity building","coastal management","sea level rise","greenhouse gas emissions"],"geography_discussed":["SADC","Windhoek","Gobabeb"],"frame_perspective":[],"analysis_type":["needs analysis","institutional analysis","capacity mapping"]},{"id":"cdkn-000977","url":"https://climateinsightsdirectory.org/document/cdkn-000977","title":"South Africa Country Report","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"report","language":"en","date_published":"2014-05","source_url":"https://cdkn.org/sites/default/files/files/SARUA-Vol2No8-South-Africa-Country-Report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report assesses South Africa's readiness for climate compatible development (CCD), defining it as low-carbon, climate-resilient development. It identifies significant research needs across eleven themes, including water security, food security, and health. While South Africa possesses a strong, networked research infrastructure led by the DST and NRF, the report highlights critical gaps in individual skills (such as systems thinking), institutional funding cycles that are too short for complex social-ecological research, and an uneven distribution of capacity across the 23 public universities. It emphasizes the need for transdisciplinary approaches and a shift from 'siloed' sectoral planning to integrated CCD strategies.","ai_generated":true,"unit":"cdkn-000977#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"South Africa is experiencing a well-established warming trend, with surface temperatures increasing since 1950 at rates equal to or exceeding the global mean.","ai_generated":true,"unit":"cdkn-000977#insight-1","date_modified":"2026-10-23"},{"text":"The country faces severe water scarcity, with official estimates projecting shortages of 2% to 13% of total water requirements by 2025, potentially rising to 19% to 33% when accounting for climate uncertainties.","ai_generated":true,"unit":"cdkn-000977#insight-2","date_modified":"2026-10-23"},{"text":"South Africa's economy is highly carbon-intensive, with energy use emissions constituting 80% of total emissions as of the 2000 base year, nearly double the average for developing countries.","ai_generated":true,"unit":"cdkn-000977#insight-3","date_modified":"2026-10-23"},{"text":"The National Climate Change Response White Paper (2011) prioritizes adaptation in five key sectors: water, agriculture and forestry, health, biodiversity, and human settlements.","ai_generated":true,"unit":"cdkn-000977#insight-4","date_modified":"2026-10-23"},{"text":"There is a critical shortage of specialized human capital for CCD, including 'absolutely' scarce skills in areas such as climatology, hydrology, and environmental engineering.","ai_generated":true,"unit":"cdkn-000977#insight-5","date_modified":"2026-10-23"},{"text":"Research funding in South Africa is fragmented, often provided in small amounts with short timeframes that do not align with academic cycles or the long-term needs of social-ecological systems research.","ai_generated":true,"unit":"cdkn-000977#insight-6","date_modified":"2026-10-23"},{"text":"While most of the 23 public universities engage in CCD-related research, capacity is highly unequal, with a few research-intensive institutions holding the majority of expertise.","ai_generated":true,"unit":"cdkn-000977#insight-7","date_modified":"2026-10-23"},{"text":"Transdisciplinary research is emerging but faces structural barriers in universities, including incentive and promotion systems that continue to favor disciplinary specialization.","ai_generated":true,"unit":"cdkn-000977#insight-8","date_modified":"2026-10-23"},{"text":"The African Green Campus Initiative, launched in 2012, aims to integrate sustainability into university curricula and campus management to reduce greenhouse gas emissions.","ai_generated":true,"unit":"cdkn-000977#insight-9","date_modified":"2026-10-23"}],"climate_tags":["Low carbon development","climate change adaptation","climate change mitigation","greenhouse gas emissions","water security","food security","renewable energy","carbon capture and storage","biodiversity conservation","green economy","environmental education"],"geography_discussed":["SADC","Southern Africa"],"frame_perspective":[],"analysis_type":["needs analysis","institutional analysis","capacity mapping"]},{"id":"klimkul-000035","url":"https://climateinsightsdirectory.org/document/klimkul-000035","title":"CLIMATE AGENCY OF ARTIST UNIONS","publisher":{"name":"Klimakultur","organization":"klimakultur"},"document_type":"guide","language":"en","date_published":null,"source_url":"https://www.klimakultur.no/media/cohpif1u/uks-climate-agency-of-artist-unions-feb-2024.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines three strategic approaches for artist unions to address the climate crisis: integrating climate action into core union work, building and sustaining networks, and fostering a 'climate utopia' through radical imagination. It provides a framework for categorising actions as 'dutiful', 'disruptive', or 'dangerous' and includes a toolkit of workshop exercises and a mapping of existing and needed capacities for artist organisations.","ai_generated":true,"unit":"klimkul-000035#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The document proposes three primary strategic approaches for artist unions: integrating climate action into core union functions, building and sustaining networks, and pursuing a 'climate utopia' that uses artistic imagination to envision alternative sustainable systems.","ai_generated":true,"unit":"klimkul-000035#insight-1","date_modified":"2026-10-23"},{"text":"Artist unions can integrate climate action into their core work by including climate commitments in strategy plans, promoting sustainable work cultures, and incorporating climate justice into best-practice contracts and collective agreements.","ai_generated":true,"unit":"klimkul-000035#insight-2","date_modified":"2026-10-23"},{"text":"The guide suggests that unions should monitor how government policies, such as the green transition, affect artistic labour conditions and negotiate roles in co-creating the criteria for climate reporting.","ai_generated":true,"unit":"klimkul-000035#insight-3","date_modified":"2026-10-23"},{"text":"To increase influence, artist unions are encouraged to mobilise existing networks with municipalities and cultural institutions, and build new alliances with environmental organisations and labour unions across the artistic value chain (e.g., shipping and manufacturing).","ai_generated":true,"unit":"klimkul-000035#insight-4","date_modified":"2026-10-23"},{"text":"Artist unions can act as accountability partners for museums and exhibition venues that have made climate pledges, ensuring that accountability criteria focus on climate justice rather than just carbon calculators.","ai_generated":true,"unit":"klimkul-000035#insight-5","date_modified":"2026-10-23"},{"text":"The document adopts a classification system for climate action: 'dutiful' (working within current systems), 'disruptive' (critiquing and changing the system), and 'dangerous' (driven by a vision of new futures).","ai_generated":true,"unit":"klimkul-000035#insight-6","date_modified":"2026-10-23"},{"text":"The workshops identified specific capacities artist unions possess, such as the ability to challenge normative narratives and access to 'fagpolitiske midler' (ear-marked funding for political activity), while noting a need for more specialist knowledge on climate economics and waste management.","ai_generated":true,"unit":"klimkul-000035#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate justice","energy transition","circular economy","carbon footprint","waste management"],"geography_discussed":["World"],"frame_perspective":[],"analysis_type":["strategic framework","capacity mapping"]}]}