{"query_echo":{"q":"","filters":{"analysis_type":["co-production"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'co-production' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":1,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=co-production","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":"sei-001423","url":"https://climateinsightsdirectory.org/document/sei-001423","title":"Co-producing climate information for Windhoek decision making","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2020-10","source_url":"https://www.sei.org/wp-content/uploads/2021/01/janes-et-al-windhoek-climate-information-for-decision-making-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The FRACTAL project developed three Climate Risk Narratives (CRNs) for Windhoek to translate complex climate projections into non-technical, actionable scenarios for the 2040s. These narratives—ranging from 'much hotter and drier' to 'warmer with similar rainfall'—were co-produced through 'Learning Labs' involving scientists, city officials, and stakeholders. The CRNs served as 'boundary objects' to facilitate dialogue and inform the City of Windhoek's Integrated Climate Change Strategy and Action Plan (ICCSAP). Findings highlight critical vulnerabilities in water security due to increased evaporation and the disproportionate impact of flooding on informal settlements.","ai_generated":true,"unit":"sei-001423#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The project developed three plausible future climate scenarios for Windhoek in the 2040s: one characterized by temperatures increasing by more than 2ºC and a one-third reduction in annual rainfall; another with slightly lower temperature increases and more rain later in the season; and a third with a 1-1.5ºC increase and similar total rainfall but more intense events.","ai_generated":true,"unit":"sei-001423#insight-1","date_modified":"2026-10-23"},{"text":"Climate Risk Narratives (CRNs) function as 'boundary objects' that bridge the gap between scientific data and policy practice, helping to overcome communication barriers and build trust between scientists and decision-makers.","ai_generated":true,"unit":"sei-001423#insight-2","date_modified":"2026-10-23"},{"text":"Across all three climate scenarios, higher temperatures are projected to increase evaporation, which reduces water availability in dams and reservoirs, a problem exacerbated by population growth and migration into Windhoek.","ai_generated":true,"unit":"sei-001423#insight-3","date_modified":"2026-10-23"},{"text":"Increased flooding risks, particularly in scenarios with late-season or intense rainfall, disproportionately affect informal settlements and necessitate the reconsideration of buffer zones and setback lines to limit construction near water courses.","ai_generated":true,"unit":"sei-001423#insight-4","date_modified":"2026-10-23"},{"text":"The co-production process revealed that scientific thresholds may not align with operational needs; for example, a city engineer found a 30°C threshold irrelevant, as structural integrity of manhole covers is only affected as temperatures approach 40°C.","ai_generated":true,"unit":"sei-001423#insight-5","date_modified":"2026-10-23"},{"text":"The CRNs were integrated into the development of the City of Windhoek's Integrated Climate Change Strategy and Action Plan (ICCSAP) and used in leadership workshops to raise awareness among city councillors and executives.","ai_generated":true,"unit":"sei-001423#insight-6","date_modified":"2026-10-23"}],"climate_tags":["informal housing","urban resilience","climate change scenario","climate change adaptation","Flood risk management","solar energy","heat stress","biodiversity loss"],"geography_discussed":["Khomas Region","South Africa","Lusaka"],"frame_perspective":[],"analysis_type":["co-production","climate projection distillation","stakeholder engagement"]}]}