{"query_echo":{"q":"","filters":{"analysis_type":["stress-testing"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'stress-testing' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":2,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=stress-testing","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":"fsdafri-000200","url":"https://climateinsightsdirectory.org/document/fsdafri-000200","title":"Nature and financial institutions in Africa: A first assessment of opportunities and risks","publisher":{"name":"FSD Africa","organization":"fsd-africa"},"document_type":"report","language":"en","date_published":"2022-06","source_url":"https://fsdafrica.org/wp-content/uploads/2022/06/Nature-and-financial-institutions-in-africa-a-first-assessment-of-opportunities-and-risks_compressed.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report demonstrates that nature-related risks are material for African financial institutions, particularly in the agriculture and extractives sectors. Using the TNFD's LEAP approach, it finds that ambitious nature-positive transitions could lead to equity value changes between +2% and -5% and loan book changes between +0.3% and -0.6% by 2030. While aggregate portfolio impacts appear small due to limited sector exposure, specific risks in agriculture and extractives could double expected credit losses for some portfolios. The report highlights critical physical risks, such as water stress affecting 25% of African countries and habitat loss threatening ecotourism in Eastern and Southern Africa. It concludes that African financial institutions face significant capacity and data gaps in implementing nature-related disclosures and recommends an integrated approach that combines climate and nature risk management.","ai_generated":true,"unit":"fsdafri-000200#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Nature-related risks and opportunities are material for African financial institutions, with ambitious actions to halt nature degradation potentially shifting equity portfolio values by +2 to -5 percent and loan books by +0.3 to -0.6 percent by 2030.","ai_generated":true,"unit":"fsdafri-000200#insight-1","date_modified":"2026-10-23"},{"text":"Nature-related risks in agriculture and deforestation-linked extractives are comparable in scale to climate-related risks in manufacturing, chemicals, and extractives; by 2050, profits in agriculture and deforestation-linked extractives could fall by 20 percent and 15 percent respectively under the most ambitious scenario.","ai_generated":true,"unit":"fsdafri-000200#insight-2","date_modified":"2026-10-23"},{"text":"Water stress is a critical physical risk, with 25 percent of African countries already water stressed. In countries like Egypt, Morocco, and South Africa, unit production costs for staple crops could increase by 20 to 40 percent by 2050 relative to a baseline scenario.","ai_generated":true,"unit":"fsdafri-000200#insight-3","date_modified":"2026-10-23"},{"text":"Ecotourism in Eastern and Southern Africa is highly vulnerable to habitat loss and deforestation, as there is a strong positive correlation between the number of visitors to national parks and the richness of flagship species.","ai_generated":true,"unit":"fsdafri-000200#insight-4","date_modified":"2026-10-23"},{"text":"Deforestation associated with gold and copper production represents a significant market access risk; by 2050, unit production costs for these minerals could increase by 20 percent for gold and 33 percent for copper.","ai_generated":true,"unit":"fsdafri-000200#insight-5","date_modified":"2026-10-23"},{"text":"African financial institutions face significant barriers to implementing the TNFD framework, including limited capacity (80% are still building climate risk capabilities), a lack of standardized counterparty data on asset locations, and difficulty recruiting staff with spatial data and scientific expertise.","ai_generated":true,"unit":"fsdafri-000200#insight-6","date_modified":"2026-10-23"}],"climate_tags":["natural capital","biodiversity loss","ecosystem service","deforestation","nature-based solutions","ecotourism","sustainable agriculture","extractive industry"],"geography_discussed":["Democratic Republic of the Congo"],"frame_perspective":[],"analysis_type":["quantitative risk assessment","stress-testing","scenario analysis"]},{"id":"wri-000401","url":"https://climateinsightsdirectory.org/document/wri-000401","title":"Financial Implications of Parched Power: Insights from an Analysis of Indian Thermal Power Companies","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"research paper","language":"en","date_published":null,"source_url":"https://www.wri.org/research/financial-implications-parched-power-insights-analysis-indian-thermal-power-companies","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The research quantifies the financial risks that water shortages pose to India's thermal power sector, finding that generation outages can significantly reduce earnings, particularly for plants using once-through cooling technologies.","ai_generated":true,"unit":"wri-000401#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Water shortages can lead to substantial financial losses for thermal power companies, with analysis of five Indian firms showing that generation outages caused quarterly earnings impacts of up to 17.4 percent between FY 2014 and 2017.","ai_generated":true,"unit":"wri-000401#insight-1","date_modified":"2026-10-23"},{"text":"The severity of generation outages caused by water shortages is higher for power plants utilizing water withdrawal-intensive once-through cooling technologies compared to those using recirculating cooling technologies.","ai_generated":true,"unit":"wri-000401#insight-2","date_modified":"2026-10-23"},{"text":"Different metrics are required for different types of water risk: baseline water stress is appropriate for chronic risks, whereas drought indexes are more effective for evaluating acute water-shortage risks.","ai_generated":true,"unit":"wri-000401#insight-3","date_modified":"2026-10-23"},{"text":"Future water availability in India is subject to significant uncertainty according to forward-looking climate scenarios, making stress-testing of thermal power companies' exposures necessary for prudent investment.","ai_generated":true,"unit":"wri-000401#insight-4","date_modified":"2026-10-23"}],"climate_tags":["water scarcity","climate risk"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["financial analysis","econometric techniques","stress-testing"]}]}