{"query_echo":{"q":"","filters":{"analysis_type":["resilience analysis"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'resilience analysis' 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=resilience+analysis","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":"issafri-002825","url":"https://climateinsightsdirectory.org/document/issafri-002825","title":"Socio-economic resilience in the shadow of Boko Haram","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2022-03","source_url":"https://issafrica.s3.amazonaws.com/site/uploads/war-38.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the erosion of socio-economic resilience in the Lake Chad Basin due to the Boko Haram conflict. It details the disruption of fishing, agriculture, and livestock trade, the negative impact of state-imposed trade bans and extortion, and the specific vulnerabilities of women. It argues that the lack of state development presence pushes communities toward 'perverse social contracts' with violent extremist groups for survival.","ai_generated":true,"unit":"issafri-002825#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Boko Haram has generated revenue by seizing control of regional economic activities and imposing coercive taxes on local populations in areas under its territorial control.","ai_generated":true,"unit":"issafri-002825#insight-1","date_modified":"2026-10-23"},{"text":"State counterinsurgency efforts have paradoxically increased community vulnerability through the banning of essential goods—such as fish, fuel, and fertiliser—and the closure of traditional trade routes.","ai_generated":true,"unit":"issafri-002825#insight-2","date_modified":"2026-10-23"},{"text":"The fishing sector has been severely impacted by the banning of access to the Lake Chad islands and the destruction of equipment by weeds in accessible areas.","ai_generated":true,"unit":"issafri-002825#insight-3","date_modified":"2026-10-23"},{"text":"Agricultural production has declined as farmers were driven from fertile islands to unsuitable sandy mainland areas, leading to increased competition for land and food insecurity.","ai_generated":true,"unit":"issafri-002825#insight-4","date_modified":"2026-10-23"},{"text":"Livestock traders face significant financial losses due to the death of animals and the necessity of using longer, more expensive routes to reach the primary market in Nigeria.","ai_generated":true,"unit":"issafri-002825#insight-5","date_modified":"2026-10-23"},{"text":"Women in the Lake Chad Basin are disproportionately affected by the crisis, facing bankruptcy, displacement, and gender-based violence, while often becoming the sole breadwinners for their households.","ai_generated":true,"unit":"issafri-002825#insight-6","date_modified":"2026-10-23"},{"text":"The absence of state development services in peripheral areas has led some communities to enter into 'perverse social contracts' with groups like ISWAP to secure their livelihoods.","ai_generated":true,"unit":"issafri-002825#insight-7","date_modified":"2026-10-23"},{"text":"Security forces have contributed to economic instability through the extortion and harassment of traders and transporters at checkpoints.","ai_generated":true,"unit":"issafri-002825#insight-8","date_modified":"2026-10-23"},{"text":"The combination of conflict, COVID-19 border closures, and climate change—specifically frequent flooding—has further eroded the resilience of the population.","ai_generated":true,"unit":"issafri-002825#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate change","flood","agriculture","livestock","international trade","food security"],"geography_discussed":["Benin","Central African Republic","Sudan"],"frame_perspective":[],"analysis_type":["socio-economic impact assessment","resilience analysis"]},{"id":"sei-000106","url":"https://climateinsightsdirectory.org/document/sei-000106","title":"Resilience of the Eastern African electricity sector to climate-driven changes in hydropower generation","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2019-01-17","source_url":"https://www.sei.org/publications/resilience-of-the-eastern-african-electricity-sector-to-climate-driven-changes-in-hydropower-generation/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study evaluates the resilience of the Eastern African Power Pool's electricity infrastructure against climate-induced water availability variations, finding that planning for a slightly wetter climate than historical trends provides the most resilient strategy. It highlights that failing to climate-proof investments can lead to significant electricity price fluctuations in countries like Uganda and Tanzania, whereas Egypt is less vulnerable.","ai_generated":true,"unit":"sei-000106#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The most resilient rollout strategy for the Eastern African Power Pool (EAPP) is based on an energy plan that assumes a climate slightly wetter than historical trends.","ai_generated":true,"unit":"sei-000106#insight-1","date_modified":"2026-10-23"},{"text":"Climate-driven variations in water availability pose a risk of leaving hydropower infrastructure stranded or underutilized, and a failure to climate-proof these investments can cause significant electricity price fluctuations in Uganda and Tanzania, though Egypt is less vulnerable.","ai_generated":true,"unit":"sei-000106#insight-2","date_modified":"2026-10-23"},{"text":"Despite a current heavy reliance on gas-fired generation, hydropower is expected to be essential for increasing electricity access within the Eastern African Power Pool region.","ai_generated":true,"unit":"sei-000106#insight-3","date_modified":"2026-10-23"}],"climate_tags":["hydropower","climate change","electricity price"],"geography_discussed":["Uganda","Tanzania","Egypt"],"frame_perspective":[],"analysis_type":["vulnerability assessment","resilience analysis","expansion planning"]},{"id":"iisd-001743","url":"https://climateinsightsdirectory.org/document/iisd-001743","title":"Living With Climate Change: How Prairie Farmers Deal with Increasing Weather Variability","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2009-03","source_url":"https://www.iisd.org/system/files/publications/living_with_cc_weather_variability.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines agricultural resilience in Saskatchewan's northern and southern study areas, identifying early frost and drought as primary weather stressors. It finds that while most farmers rely on government insurance and 'taking the loss,' innovative 'leading farmers' build resilience through crop diversification, specialty crops, direct marketing, and zero-till farming. The study also evaluates the effectiveness of government programs, noting that while crop insurance is essential, programs like CAIS are viewed as overly complex and ineffective.","ai_generated":true,"unit":"iisd-001743#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Early frost is the most significant weather event affecting farmers in both study areas, with 87% of respondents in the northern area and 74% in the southern area identifying it as a major impact.","ai_generated":true,"unit":"iisd-001743#insight-1","date_modified":"2026-10-23"},{"text":"The most common response to extreme weather events is 'taking the loss,' which occurs because most farming decisions are made before the growing season, leaving producers unable to react to sudden events like hailstorms.","ai_generated":true,"unit":"iisd-001743#insight-2","date_modified":"2026-10-23"},{"text":"Zero or minimum tillage farming has become a standard practice in Saskatchewan, credited with improving the ability to survive droughts by retaining soil moisture and preventing erosion.","ai_generated":true,"unit":"iisd-001743#insight-3","date_modified":"2026-10-23"},{"text":"Innovative 'leading farmers' increase resilience by diversifying their operations, such as moving into high-value specialty crops (e.g., cherries, fireweed, and rumex) and utilizing direct marketing to avoid middle-man costs.","ai_generated":true,"unit":"iisd-001743#insight-4","date_modified":"2026-10-23"},{"text":"Saskatchewan Crop Insurance is widely viewed as a necessity, but the Agri-Stability (CAIS) program is highly unpopular due to its complexity and the difficulty producers face in understanding its functions or receiving payments.","ai_generated":true,"unit":"iisd-001743#insight-5","date_modified":"2026-10-23"},{"text":"Financial resources, specifically savings and liquid assets, are critical for coping with weather events, as the annual production and sale of crops serve as the foundation for these resources.","ai_generated":true,"unit":"iisd-001743#insight-6","date_modified":"2026-10-23"},{"text":"Interdependence, such as pooling labor and equipment among family members or using custom farming, helps producers reduce input costs and financial vulnerability to weather shocks.","ai_generated":true,"unit":"iisd-001743#insight-7","date_modified":"2026-10-23"},{"text":"The report identifies a risk in Saskatchewan's agricultural structure, noting a high dependency on grain (76%) compared to livestock (24%), which leaves the province's agricultural economy more vulnerable to weather variability.","ai_generated":true,"unit":"iisd-001743#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change","climate resilience","drought","flood","sustainable agriculture"],"geography_discussed":["Canada","Manitoba","Regina","Estevan"],"frame_perspective":[],"analysis_type":["vulnerability analysis","resilience analysis","policy assessment"]}]}