{"query_echo":{"q":"","filters":{"analysis_type":["stress test"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'stress test' 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=stress+test","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-000201","url":"https://climateinsightsdirectory.org/document/fsdafri-000201","title":"Nature stress test: Assessing exposure of five African banking systems","publisher":{"name":"FSD Africa","organization":"fsd-africa"},"document_type":"report","language":"en","date_published":"2024-07","source_url":"https://fsdafrica.org/wp-content/uploads/2025/05/nature-stress-test-assessing-exposure-of-five-african-banking-systems-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report evaluates how nature-related risks impact business profits and credit losses in five African banking systems. It finds that an 'orderly transition' aligned with the Global Biodiversity Framework (GBF) minimizes financial risks, whereas a 'disorderly transition' can lead to significant profit losses and increased credit losses, particularly in agriculture and mining. The analysis highlights that nature-related risks in these sectors are comparable in scale to climate-related risks in emissions-intensive sectors.","ai_generated":true,"unit":"fsdafri-000201#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Financial risks to the real economy and banking systems are lowest under an 'orderly transition' aligned with the Global Biodiversity Framework (GBF), where businesses voluntarily reduce their impacts on nature and mitigate risks.","ai_generated":true,"unit":"fsdafri-000201#insight-1","date_modified":"2026-10-23"},{"text":"Under a 'disorderly transition' scenario, where policy action is taken but businesses do not adapt, exposure-weighted net present value (NPV) profit losses are highest in Zambia (6.7%) and Ghana (4.7%).","ai_generated":true,"unit":"fsdafri-000201#insight-2","date_modified":"2026-10-23"},{"text":"Nature-related risks in agriculture, mining, and manufacturing are of a similar scale to climate-related risks in emissions-intensive sectors. For example, by 2050, annual unweighted profit losses in agriculture could reach 50% in some cases, compared to 25% for mining in a net-zero climate transition scenario.","ai_generated":true,"unit":"fsdafri-000201#insight-3","date_modified":"2026-10-23"},{"text":"In a disorderly GBF-aligned scenario, cumulative expected credit losses for banking systems could increase by up to 9% by 2030 and up to 21% by 2050, with some priority sectors seeing losses as high as 75% by 2050.","ai_generated":true,"unit":"fsdafri-000201#insight-4","date_modified":"2026-10-23"},{"text":"Nature-related risks are heavily concentrated in seven priority sectors: agriculture and forestry, mining and quarrying, food, beverage, and fertilizer manufacturing, consumer goods retail, electricity, gas, and water, construction, and metals and minerals manufacturing.","ai_generated":true,"unit":"fsdafri-000201#insight-5","date_modified":"2026-10-23"},{"text":"Physical risks under current policies are most severe in Morocco, with exposure-weighted NPV profit losses of 7.7% from 2020 to 2050, driven largely by water shortages.","ai_generated":true,"unit":"fsdafri-000201#insight-6","date_modified":"2026-10-23"},{"text":"Business mitigation actions in an orderly scenario—such as adopting sustainable farming or moving mining locations—could reduce exposure-weighted NPV profit losses by 27% to 78% across the five banking systems.","ai_generated":true,"unit":"fsdafri-000201#insight-7","date_modified":"2026-10-23"},{"text":"Macroeconomic risks include inflationary pressure from rising agricultural commodity prices, potential job losses in nature-dependent sectors (where agriculture employs 39-59% of the population in Ghana, Rwanda, and Zambia), and reduced international competitiveness of exports.","ai_generated":true,"unit":"fsdafri-000201#insight-8","date_modified":"2026-10-23"}],"climate_tags":["biodiversity loss","sustainable finance","agriculture","mining","water scarcity","deforestation","inflation"],"geography_discussed":["Africa","European Union"],"frame_perspective":[],"analysis_type":["stress test","scenario analysis","financial risk assessment"]},{"id":"sei-002218","url":"https://climateinsightsdirectory.org/document/sei-002218","title":"Climate change, trade, and global food security","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2021-09","source_url":"https://www.sei.org/wp-content/uploads/2021/09/climate-trade-global-food-security-sei-report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies critical transboundary climate risks in global agricultural trade, noting that a few major exporters like the US, Brazil, and China disproportionately transmit risk to dependent importers. It argues that traditional risk management, such as diversification, is insufficient against systemic climate shifts and calls for multilateral cooperation and system-level adaptation finance.","ai_generated":true,"unit":"sei-002218#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate change is projected to cause significant long-term yield reductions in five of the six assessed commodities: sugar cane (-58.5%), Arabica coffee (-45.2%), maize (-27.0%), Robusta coffee (-23.5%), and soy (-7.2%), while wheat is projected to increase by 13.9%.","ai_generated":true,"unit":"sei-002218#insight-1","date_modified":"2026-10-23"},{"text":"Transboundary climate risks are disproportionately concentrated in a small number of major exporting countries. For maize, the primary risk exporters are Brazil, China, and the US; for rice, they are Thailand and the US; and for wheat, the US is the dominant source of risk.","ai_generated":true,"unit":"sei-002218#insight-2","date_modified":"2026-10-23"},{"text":"The maize market is particularly unstable, with climate risks outweighing opportunities by a ratio of 43:1. In the coffee market, the imbalance is even more extreme, with very few countries expected to see production increases.","ai_generated":true,"unit":"sei-002218#insight-3","date_modified":"2026-10-23"},{"text":"Traditional supply chain risk management strategies, such as diversifying suppliers or substituting sources, are likely to be ineffective because climate change creates systemic, simultaneous risks across multiple breadbasket regions.","ai_generated":true,"unit":"sei-002218#insight-4","date_modified":"2026-10-23"},{"text":"Certain regions exhibit high dependency on risky imports; for example, Latin America and the Caribbean are highly dependent on the US for maize, soy, and wheat, while Kenya and Bolivia face high risks from within their own regions.","ai_generated":true,"unit":"sei-002218#insight-5","date_modified":"2026-10-23"},{"text":"The report warns that awareness of these risks could lead to a retreat from global integration toward protectionism and the securitization of food supplies, which would likely destabilize markets and harm the most vulnerable countries.","ai_generated":true,"unit":"sei-002218#insight-6","date_modified":"2026-10-23"},{"text":"Effective adaptation requires a shift from national-level planning to a cooperative multilateral approach, utilizing frameworks like the Paris Agreement's Global Goal on Adaptation to address the international dimensions of climate risk.","ai_generated":true,"unit":"sei-002218#insight-7","date_modified":"2026-10-23"},{"text":"The authors propose a new model for climate finance that targets systemic resilience rather than individual countries, such as a 'World Rice Market Climate Stabilization Mechanism' to fund open-access crop varieties and infrastructure in key exporting regions.","ai_generated":true,"unit":"sei-002218#insight-8","date_modified":"2026-10-23"},{"text":"The assessment's results are likely conservative because the methodology focuses on long-term yield trends and excludes the impacts of extreme weather events and risks to physical infrastructure like ports and storage.","ai_generated":true,"unit":"sei-002218#insight-9","date_modified":"2026-10-23"}],"climate_tags":["food security","climate change adaptation","climate finance","Paris Agreement","Global Goal on Adaptation"],"geography_discussed":["United States","Brazil","People's Republic of China","Thailand","Kenya","Bolivia","Singapore","United Kingdom","Germany","Russia","Canada","Chile","Jamaica","Costa Rica","Japan","Nigeria","Morocco"],"frame_perspective":[],"analysis_type":["quantitative assessment","stress test","risk assessment"]},{"id":"eninnova-000100","url":"https://climateinsightsdirectory.org/document/eninnova-000100","title":"RELIABLY REACHING CALIFORNIA’S CLEAN ELECTRICITY TARGETS STRESS TESTING ACCELERATED 2030 CLEAN PORTFOLIOS FACT SHEET","publisher":{"name":"Energy Innovation","organization":"energy-innovation"},"document_type":"fact sheet","language":"en","date_published":null,"source_url":"https://energyinnovation.org/wp-content/uploads/GridLab_California-2030-Study-Fact-Sheet-for-Printing.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document finds that reaching an 85% clean electricity target by 2030 is feasible and reliable for California, even under most simultaneous stress conditions. Analysis indicates that while solar and battery storage are primary drivers, a diverse portfolio including offshore wind and geothermal reduces dependence on imports and gas. Battery storage specifically reduces the 'duck curve' ramping requirements by an average of 42%. While the state can retire nearly a third of its in-state gas fleet under certain conditions, some gas remains necessary for reliability unless replaced by comparable firm clean resources. The study emphasizes that sharing power with the rest of the Western United States is more optimal than a 'go it alone' approach.","ai_generated":true,"unit":"eninnova-000100#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Achieving an 85% clean electricity target by 2030 is feasible and reliable, with the ability to serve load across most weather years and stress conditions. The only exception occurred when all stress factors—low hydro, reduced gas, limited imports, and retired coal across the West—were combined, resulting in a small amount of unserved load.","ai_generated":true,"unit":"eninnova-000100#insight-1","date_modified":"2026-10-23"},{"text":"Battery storage is critical for system reliability, as it reduces the need for gas capacity and significantly lowers ramping requirements. Specifically, the evening net load ramp is reduced from an average of 26.8 GW to 15.5 GW, representing a 42% average reduction in 'duck curve' ramping requirements.","ai_generated":true,"unit":"eninnova-000100#insight-2","date_modified":"2026-10-23"},{"text":"A diverse resource portfolio including offshore wind and geothermal provides benefits by reducing the need for solar (which faces siting challenges), lowering dependence on in-state gas and imports, and reducing reliance on inverter-based resources.","ai_generated":true,"unit":"eninnova-000100#insight-3","date_modified":"2026-10-23"},{"text":"California can potentially retire nearly one-third of its in-state gas fleet while remaining resource adequate, provided it is comfortable relying on imports without contracts. However, some gas remains necessary for reliability unless replaced by firm clean resources such as biomass, hydrogen, nuclear, or long-duration storage.","ai_generated":true,"unit":"eninnova-000100#insight-4","date_modified":"2026-10-23"},{"text":"Maintaining power sharing with the rest of the Western United States is more cost-optimal than a self-sufficient approach, as the region has sufficient resources to support California's needs even if coal is retired across the West.","ai_generated":true,"unit":"eninnova-000100#insight-5","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","renewable electricity","solar energy","battery energy storage system","offshore wind power","geothermal energy","natural gas","Demand flexibility","Power system reliability","electric vehicle"],"geography_discussed":["West"],"frame_perspective":[],"analysis_type":["stress test","production cost modeling","capacity expansion modeling"]}]}