{"query_echo":{"q":"","filters":{"analysis_type":["rapid analysis"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'rapid analysis' 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=rapid+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":"fsdafri-000202","url":"https://climateinsightsdirectory.org/document/fsdafri-000202","title":"A rapid analysis of the gender intentionality of Africa's Nationally Determined Contributions (NDCs)","publisher":{"name":"FSD Africa","organization":"fsd-africa"},"document_type":"research paper","language":"en","date_published":"2023-11","source_url":"https://fsdafrica.org/wp-content/uploads/2025/05/NDC-Gender-paper-30.11.23.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The analysis reveals a significant gap between the mention of gender in African NDCs and the implementation of substantive gender-responsive actions. While 90% of assessed NDCs reference gender, only 23% include gender-responsive budgeting and 32% are informed by a gender analysis. The paper highlights that high levels of climate finance mobilisation in countries like Morocco, South Africa, and Egypt have not translated into gender-responsive budgeting. Furthermore, private climate finance remains heavily concentrated in the energy sector (74%), which typically has lower female participation compared to the agriculture, forestry, and other land use (AFOLU) sector, which received only 7% of funding.","ai_generated":true,"unit":"fsdafri-000202#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The majority of assessed African NDCs show low gender inclusion, with 48% meeting two or fewer of the assessment criteria, while only 23% were ranked as high for gender inclusion.","ai_generated":true,"unit":"fsdafri-000202#insight-1","date_modified":"2026-10-23"},{"text":"There is a stark contrast between the superficial mention of gender and the use of evidence-based gender analysis; 90% of NDCs mention gender-related terms, but only 32% performed a gender analysis to inform their plans.","ai_generated":true,"unit":"fsdafri-000202#insight-2","date_modified":"2026-10-23"},{"text":"Gender-responsive budgeting is severely lacking in African NDCs, with only 23% of the 31 countries assessed including it in their mitigation and adaptation actions.","ai_generated":true,"unit":"fsdafri-000202#insight-3","date_modified":"2026-10-23"},{"text":"High levels of climate finance mobilisation do not correlate with gender intentionality, as major recipients of climate funding—specifically Morocco, South Africa, and Egypt—do not prioritise gender-responsive budgeting.","ai_generated":true,"unit":"fsdafri-000202#insight-4","date_modified":"2026-10-23"},{"text":"Private climate finance is heavily skewed toward the energy sector, which limits the impact on women who are more prevalent in low-growth sectors like agriculture.","ai_generated":true,"unit":"fsdafri-000202#insight-5","date_modified":"2026-10-23"},{"text":"Gender integration in high-level regional commitments remains minimal, as evidenced by the African Leaders Nairobi Declaration on Climate Change and Call to Action, where gender equality is addressed in only two of 69 articles.","ai_generated":true,"unit":"fsdafri-000202#insight-6","date_modified":"2026-10-23"}],"climate_tags":["Nationally Determined Contributions","climate finance","climate change adaptation","climate change mitigation","gender equality"],"geography_discussed":["Democratic Republic of the Congo","Tunisia","Morocco","South Africa","Egypt","Namibia","Ghana","Malawi","Uganda"],"frame_perspective":[],"analysis_type":["rapid analysis","content review"]},{"id":"wwatt-000035","url":"https://climateinsightsdirectory.org/document/wwatt-000035","title":"Twelve months WWA without Geert Jan","publisher":{"name":"World Weather Attribution","organization":"world-weather-attribution"},"document_type":"statement","language":"en","date_published":"2022-10-12","source_url":"https://www.worldweatherattribution.org/twelve-months-wwa-without-geert-jan/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"World Weather Attribution (WWA) reports on its activities from October 2021 to October 2022, during which it published eight rapid analyses and several peer-reviewed papers. These studies examined the role of human-induced climate change in events such as heatwaves in India, Pakistan, and the UK, as well as flooding and droughts in various regions. The organization emphasizes that while climate change is a major driver for heatwaves, its role in other events like tropical cyclones can be less clear, often compounding with high levels of vulnerability to increase human impacts.","ai_generated":true,"unit":"wwatt-000035#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Between October 2021 and October 2022, World Weather Attribution conducted eight rapid analyses of extreme weather events. These included a drought in Madagascar where climate change did not increase intensity but high vulnerability led to a food security crisis, and tropical cyclones affecting Madagascar, Malawi, and Mozambique where climate change played a role and impacts were high due to compounding events.","ai_generated":true,"unit":"wwatt-000035#insight-1","date_modified":"2026-10-23"},{"text":"WWA identified human-induced climate change as a major driver or significant factor in several extreme heat and rainfall events: a record-breaking heatwave in India and Pakistan, heavy rainfall in Brazil, a heatwave in the UK (which caused approximately 2,227 deaths), and extreme monsoon rainfall in Pakistan.","ai_generated":true,"unit":"wwatt-000035#insight-2","date_modified":"2026-10-23"},{"text":"Analysis of droughts in the northern hemisphere, specifically Western Central Europe, indicated that climate change played a major role in the lack of soil water.","ai_generated":true,"unit":"wwatt-000035#insight-3","date_modified":"2026-10-23"},{"text":"WWA found that human-induced climate change increases the risk of frost during the growing season in France. While cold nights and frost in March and April are becoming less frequent and less cold, the growing season starts earlier due to warmer days and nights, leaving young leaves more vulnerable.","ai_generated":true,"unit":"wwatt-000035#insight-4","date_modified":"2026-10-23"},{"text":"The organization notes that while the climate change signal is clear for heatwaves, it is less distinct for tropical cyclones; for example, a 2020 study on flooding in Vietnam caused by tropical cyclones found no climate change signal.","ai_generated":true,"unit":"wwatt-000035#insight-5","date_modified":"2026-10-23"}],"climate_tags":["extreme event attribution","climate change","heat wave","tropical cyclone","drought","flood","climate change vulnerability","food security"],"geography_discussed":["Madagascar","Malawi","Mozambique","KwaZulu-Natal","Eastern Cape","Durban","India","Pakistan","Brazil","United Kingdom","Western Central Europe","France","Vietnam"],"frame_perspective":[],"analysis_type":["attribution study","rapid analysis"]}]}