{"query_echo":{"q":"","filters":{"geography":["Bangladesh"]},"warnings":[]},"total":{"value":1129,"relation":"eq"},"page":17,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Bangladesh&page=17","next":"https://climateinsightsdirectory.org/api/v1/search?geography=Bangladesh&page=18","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":"zca-000034","url":"https://climateinsightsdirectory.org/document/zca-000034","title":"IPCC Sixth Assessment Report: Impacts, Adaptation and Vulnerability","publisher":{"name":"Zero Carbon Analytics","organization":"zero-carbon-analytics"},"document_type":"briefing","language":"en","date_published":"2022-02-18","source_url":"https://zerocarbon-analytics.org/science/ipcc-sixth-assessment-report-impacts-adaptation-and-vulnerability/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines the escalating impacts of human-induced climate change on humans and ecosystems, emphasizing that the most marginalized populations are hit hardest. It highlights the role of 'attribution literature' in linking extreme weather to human activity and discusses the critical need for transformative adaptation and nature-based solutions. The briefing warns that the costs of inaction far exceed those of mitigation and adaptation, noting significant GDP losses in vulnerable nations and the potential for mass migration and biodiversity loss.","ai_generated":true,"unit":"zca-000034#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate change is driving regional impacts, including more frequent and intense heatwaves in Africa, disappearing glaciers and snow cover in Europe, and more frequent tropical cyclones and heavy rainfall in North and Central America.","ai_generated":true,"unit":"zca-000034#insight-1","date_modified":"2026-10-23"},{"text":"The expansion of 'attribution literature' has allowed scientists to directly link human-induced climate change to specific extreme weather events, such as the June 2021 Pacific Coast heatwave and severe flooding in Western Europe.","ai_generated":true,"unit":"zca-000034#insight-2","date_modified":"2026-10-23"},{"text":"Climate change is causing significant human displacement and migration; rising temperatures alone could force 3.5 billion people to live outside the climatic zones where humans have thrived for 6,000 years.","ai_generated":true,"unit":"zca-000034#insight-3","date_modified":"2026-10-23"},{"text":"Marginalized and poor populations are disproportionately affected, with mortality from floods, drought, and storms up to 15 times higher in the most affected countries compared to less affected ones.","ai_generated":true,"unit":"zca-000034#insight-4","date_modified":"2026-10-23"},{"text":"Environmental degradation is severe, with 25% of the world's total land area currently degraded and a potential for 95% of Earth's land areas to become degraded by 2050.","ai_generated":true,"unit":"zca-000034#insight-5","date_modified":"2026-10-23"},{"text":"Adaptation is essential but currently dominated by small changes rather than transformative ones, and there is a significant finance gap for developing countries where costs are five to 10 times greater than current public finance.","ai_generated":true,"unit":"zca-000034#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate impact","climate change adaptation","climate change vulnerability","extreme weather event","extreme event attribution","climate migration","biodiversity loss","land degradation","food security","nature-based solutions","climate finance","loss and damage","sustainable development"],"geography_discussed":["Africa","Europe","North America","Central America","United States","Canada","Siberia","Germany","Pacific Islands","Kiribati","New Zealand","Sudan","Indonesia","India","Bangladesh","Sri Lanka","Guatemala","Belize"],"frame_perspective":[],"analysis_type":["literature review","policy briefing"]},{"id":"sei-002251","url":"https://climateinsightsdirectory.org/document/sei-002251","title":"Disaster risk reduction and health in the Asia-Pacific region","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"briefing","language":"en","date_published":"2022-01","source_url":"https://www.sei.org/wp-content/uploads/2022/01/disaster-risk-policy-asia-pacific-seibrief.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document finds that while Asia-Pacific policies increasingly recognize synergies between disaster risk reduction (DRR) and health, integration primarily focuses on cross-sectoral coordination and protecting medical infrastructure during disasters. It argues that policies fail to sufficiently prioritize public health as a proactive risk reduction strategy and largely neglect the specific roles of human rights and gender equality at the intersection of these two sectors.","ai_generated":true,"unit":"sei-002251#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Policies in the Asia-Pacific region are increasingly recognizing the synergies between disaster risk reduction and health, primarily utilizing cross-sectoral collaboration and coordination as the main methods for integration.","ai_generated":true,"unit":"sei-002251#insight-1","date_modified":"2026-10-23"},{"text":"Integration efforts currently focus heavily on protecting health outcomes and medical facilities after a disaster occurs, rather than using public health management as a proactive strategy to reduce vulnerability.","ai_generated":true,"unit":"sei-002251#insight-2","date_modified":"2026-10-23"},{"text":"Despite being listed as guiding principles, gender equality and human rights are largely ignored when disaster risk reduction policies address health issues and vice versa.","ai_generated":true,"unit":"sei-002251#insight-3","date_modified":"2026-10-23"},{"text":"Regional health frameworks in the Asia-Pacific have aligned with global trends by adopting an 'all-hazards approach,' expanding their scope beyond biological hazards to include natural and human-made disasters.","ai_generated":true,"unit":"sei-002251#insight-4","date_modified":"2026-10-23"},{"text":"Several disaster risk reduction policies in the region still fail to specifically address biological hazards or pandemics as drivers of risk, including the ASEAN Vision 2025 on Disaster Management and policies from SAARC and the Pacific Community.","ai_generated":true,"unit":"sei-002251#insight-5","date_modified":"2026-10-23"},{"text":"The Post-2015 DRR Framework for SAARC Region is the only reviewed policy that recognizes the agency and leadership of women in both health and disaster risk reduction, though it lacks nuance regarding other gender identities.","ai_generated":true,"unit":"sei-002251#insight-6","date_modified":"2026-10-23"}],"climate_tags":["disaster risk reduction","public health","gender equality","human rights","climate change","sea level rise"],"geography_discussed":["India","Bangladesh"],"frame_perspective":[],"analysis_type":["policy review","qualitative analysis"]},{"id":"cdkn-000850","url":"https://climateinsightsdirectory.org/document/cdkn-000850","title":"Advancing gender-equitable and socially-inclusive climate-resilient development","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"fact sheet","language":"en","date_published":"2022","source_url":"https://cdkn.org/sites/default/files/2022-11/WEB_SSN%20CDKN%20Leaflet_Final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed"],"summary":{"text":"The Climate and Development Knowledge Network (CDKN) is implementing a five-year programme (2022–27) focused on accelerating locally-led, equitable, and ecosystem-based climate action. The initiative targets disadvantaged groups, including women, Indigenous Peoples, and migrants, across Africa, South Asia, and Latin America. CDKN's strategy centers on three priority areas: integrating gender equality and social inclusion into climate policies, enabling inclusive finance for local action, and implementing effective ecosystem-based adaptation. The approach emphasizes 'knowledge-into-action' by combining local, Indigenous, and scientific knowledge to strengthen Southern leadership and institutional capacity.","ai_generated":true,"unit":"cdkn-000850#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Between 2022 and 2027, CDKN will focus on accelerating climate action that is ecosystem-based, financed, and locally-led, specifically aiming to strengthen the climate leadership of disadvantaged groups such as women, children, elderly people, Indigenous Peoples, migrants, displaced people, and those in informal settlements.","ai_generated":true,"unit":"cdkn-000850#insight-1","date_modified":"2026-10-23"},{"text":"CDKN has identified three priority action areas: the integration of social inclusion and gender equality within climate practice and policy, the provision of inclusive finance for locally-led action, and the implementation of effective ecosystem-based adaptation.","ai_generated":true,"unit":"cdkn-000850#insight-2","date_modified":"2026-10-23"},{"text":"The CDKN 'knowledge-into-action' approach utilizes six elements—leadership, collaboration, context, knowledge, learning, and capacity—to weave together scientific, local, and Indigenous knowledge for the co-creation of climate solutions.","ai_generated":true,"unit":"cdkn-000850#insight-3","date_modified":"2026-10-23"}],"climate_tags":["gender equality","social inclusion","sustainable development","Community based adaptation","ecosystem-based adaptation","climate finance","traditional knowledge","capacity building"],"geography_discussed":["India","Bangladesh","Nepal","Colombia","Ecuador","Peru","Ghana","Namibia","Ethiopia","Kenya","Netherlands","Canada"],"frame_perspective":[],"analysis_type":[]},{"id":"climstra-000279","url":"https://climateinsightsdirectory.org/document/climstra-000279","title":"Exploring Just Transition in the Global South","publisher":{"name":"Climate Strategies","organization":"climate-strategies"},"document_type":"report","language":"en","date_published":"2022","source_url":"https://climatestrategies.org/wp-content/uploads/2022/05/Exploring-Just-Transition-in-the-Global-South_FINAL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines how a 'just transition'—ensuring the costs of moving to low-carbon societies are fairly distributed—can be applied in the Global South. Through studies in nine countries, it identifies systemic barriers such as high rates of informal labour, insecure land tenure, and a lack of socio-economic data. It argues that international climate finance is currently too focused on technical transitions and must be broadened to support the social and economic needs of affected communities, including re-skilling and social safety nets.","ai_generated":true,"unit":"climstra-000279#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Familiarity with the just transition concept is often superficial in Global South countries, even when governments include it in their Nationally Determined Contributions (NDCs) or domestic climate plans.","ai_generated":true,"unit":"climstra-000279#insight-1","date_modified":"2026-10-23"},{"text":"The prevalence of informal labour markets in the Global South complicates just transition efforts, as these workers often lack union representation and are not recognised by national manpower laws or social security schemes.","ai_generated":true,"unit":"climstra-000279#insight-2","date_modified":"2026-10-23"},{"text":"Insecure and poorly defined land tenure systems in the Global South can leave vulnerable groups, particularly women and indigenous people, excluded from support strategies for climate adaptation or mitigation.","ai_generated":true,"unit":"climstra-000279#insight-3","date_modified":"2026-10-23"},{"text":"In some instances, climate adaptation programmes may inadvertently increase the vulnerability of smallholder farmers by benefiting larger investors and restricting access to critical resources like water.","ai_generated":true,"unit":"climstra-000279#insight-4","date_modified":"2026-10-23"},{"text":"Energy transition debates in the Global South do not always start from a premise of low-carbon transition, as some governments continue to promote high-carbon industries like coal to drive industrialisation and economic growth.","ai_generated":true,"unit":"climstra-000279#insight-5","date_modified":"2026-10-23"},{"text":"Significant gaps in data regarding income, poverty, and employment impacts, as well as a lack of local expertise, hinder the ability of governments to plan and maintain continuity in just transition strategies.","ai_generated":true,"unit":"climstra-000279#insight-6","date_modified":"2026-10-23"},{"text":"International climate finance is primarily targeted at techno-economic transitions to reduce emissions or adapt to impacts, with insufficient funding for the socio-economic measures required to ensure outcomes are just.","ai_generated":true,"unit":"climstra-000279#insight-7","date_modified":"2026-10-23"}],"climate_tags":["just transition","climate finance","Nationally Determined Contributions","land tenure","energy transition","Coal phase-out","climate change adaptation","sustainable agriculture","forestry","circular economy"],"geography_discussed":["Nairobi","Bali Island"],"frame_perspective":[],"analysis_type":["policy analysis","case study"]},{"id":"commyale-000264","url":"https://climateinsightsdirectory.org/document/commyale-000264","title":"international public opinion on climate change 2022","publisher":{"name":"Yale Program on Climate Change Communication","organization":"yale-program-on-climate-change-communication"},"document_type":"report","language":"en","date_published":"2022","source_url":"https://climatecommunication.yale.edu/app/uploads/2023/07/international-public-opinion-on-climate-change-2022b.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report presents survey data from 108,946 Facebook users worldwide, revealing high global levels of worry and belief that climate change is happening, though perceptions of its causes and the responsibility for action vary significantly by region. While there is widespread support for renewable energy and the belief that climate action will not harm economic growth, willingness to engage in organized climate activism remains low in most regions, with a notable exception in Sub-Saharan Africa.","ai_generated":true,"unit":"commyale-000264#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"While a vast majority of respondents globally believe climate change is occurring, knowledge levels and beliefs about its causes vary. Respondents in Finland (92%) and Hungary (90%) are most likely to report knowing a moderate to large amount, whereas those in Benin (34%), the Democratic Republic of the Congo, Nigeria, and Haiti (all 32%) are most likely to have never heard of it. Regarding causality, majorities in 108 of 110 areas believe human activities are at least partially responsible, but only 26 areas have a majority who believe it is mostly caused by humans, with the highest agreement in Spain (65%), Sweden (61%), and Taiwan (60%).","ai_generated":true,"unit":"commyale-000264#insight-1","date_modified":"2026-10-23"},{"text":"Worry about climate change is widespread, with majorities in 108 of 110 areas expressing concern. The highest levels of worry are found in Mexico (95%), Portugal (93%), and Chile (93%), while the lowest are in Yemen (32%) and Jordan (48%). Most respondents (76 of 110 areas) believe climate change will harm future generations 'a great deal,' but far fewer (17 of 110 areas) believe it will harm them personally 'a great deal,' with the highest personal risk perceived in Malawi (62%) and Chile (61%).","ai_generated":true,"unit":"commyale-000264#insight-2","date_modified":"2026-10-23"},{"text":"Perceptions of responsibility for reducing climate pollution are split across three main entities. In 42 areas, the government is seen as most responsible (e.g., Romania, Uzbekistan, and Lebanon at 50%); in another 42 areas, individual people are seen as most responsible (e.g., El Salvador at 52%); and in 25 areas, businesses are viewed as most responsible (e.g., Germany and Mexico at 43%). Despite these differences, 104 of 110 areas believe climate change should be a high or very high government priority.","ai_generated":true,"unit":"commyale-000264#insight-3","date_modified":"2026-10-23"},{"text":"There is strong global support for the economic viability of climate action and the transition to renewable energy. Majorities in 109 of 110 areas believe that reducing climate change will either improve economic growth and jobs or have no effect. Additionally, 109 of 110 areas support increasing the use of renewable energy, with the highest support in Hungary (91%), Portugal (89%), and Spain (89%).","ai_generated":true,"unit":"commyale-000264#insight-4","date_modified":"2026-10-23"},{"text":"Support for reducing fossil fuel use is less uniform than support for renewables. Majorities in 41 of 110 areas support decreasing fossil fuel use, led by Denmark (79%), the UK (72%), and Sweden (72%). Conversely, 13 areas have majorities who believe their country should increase fossil fuel use, including Ghana (58%) and Mozambique (57%), although these same populations also support increasing renewable energy.","ai_generated":true,"unit":"commyale-000264#insight-5","date_modified":"2026-10-23"},{"text":"Willingness to join organized climate activism is generally low, with majorities in only 20 of 108 surveyed areas expressing a definite willingness to join such groups. This trend is most pronounced in Sub-Saharan Africa, where majorities in 12 of 17 areas would join, including Zambia (75%) and Malawi (74%). In contrast, no surveyed areas in Europe, North America, or South America had a majority willing to join an organized group.","ai_generated":true,"unit":"commyale-000264#insight-6","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","fossil fuel","economic growth","climate policy"],"geography_discussed":["Europe","sub-Saharan Africa","South America","Southwest Asia and North Africa","North America","Finland","Hungary","Benin","Democratic Republic of the Congo","Nigeria","Haiti","Spain","Sweden","Taiwan","Indonesia","Yemen","Germany","Algeria","Cambodia","Mexico","Portugal","Chile","Jordan","Puerto Rico","Costa Rica","Malawi","Czech Republic","Norway","Angola","Zambia","Sri Lanka","Romania","Uzbekistan","Lebanon","El Salvador","Panama","Australia","Bangladesh","Brazil","Japan","Mozambique","Ghana","Netherlands"],"frame_perspective":[],"analysis_type":["public opinion survey"]},{"id":"glorespar-000069","url":"https://climateinsightsdirectory.org/document/glorespar-000069","title":"COP27 Resilience Hub Synthesis Report","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"report","language":"en","date_published":"2022","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2023/01/cop27-rh-synthesis-report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The COP27 Resilience Hub served as a physical and virtual space to accelerate ambition and investment in climate resilience, representing over 1,500 non-state actors. The report identifies five cross-cutting messages, emphasizing that scaling adaptation is a prerequisite for containing Loss and Damage and that locally-led adaptation (LLA) requires radical collaboration. The document details thematic analysis across nine areas—including finance, food, water, and health—and highlights the role of Regional Resilience Hubs in amplifying under-represented voices from Africa, South Asia, Asia Pacific, and Latin America and the Caribbean.","ai_generated":true,"unit":"glorespar-000069#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Scaling action on adaptation and resilience is essential to reduce the magnitude of Loss and Damage, as current adaptation finance for developing countries is five to ten times lower than required.","ai_generated":true,"unit":"glorespar-000069#insight-1","date_modified":"2026-10-23"},{"text":"Locally-led adaptation (LLA) requires a shift in how finance is accessed, specifically through the simplification of reporting and application requirements and the building of organisational resilience for grassroots stakeholders.","ai_generated":true,"unit":"glorespar-000069#insight-2","date_modified":"2026-10-23"},{"text":"Arts, culture, and heritage are critical to resilience as they provide the foundation for empathy and the preservation of irreplaceable knowledge, moving beyond being viewed as mere 'decoration'.","ai_generated":true,"unit":"glorespar-000069#insight-3","date_modified":"2026-10-23"},{"text":"There is a significant funding gap in the water sector, with annual investment requirements at $200 billion compared to current investments of $14 billion for water resilience.","ai_generated":true,"unit":"glorespar-000069#insight-4","date_modified":"2026-10-23"},{"text":"Urban resilience is hindered by the fact that only 9% of urban climate investments are directed toward adaptation projects, and many cities lack the credit ratings necessary to attract finance.","ai_generated":true,"unit":"glorespar-000069#insight-5","date_modified":"2026-10-23"},{"text":"Nature-based Solutions (NbS) can be up to 50% cheaper than traditional 'grey' infrastructure and provide 28% better value for money when accounting for social and health co-benefits.","ai_generated":true,"unit":"glorespar-000069#insight-6","date_modified":"2026-10-23"},{"text":"Extreme heat is a critical risk multiplier for public health and infrastructure, leading to the creation of the $750 million 'Cool Capital Stack' investment pipeline to fund cooling solutions.","ai_generated":true,"unit":"glorespar-000069#insight-7","date_modified":"2026-10-23"},{"text":"Debt-for-nature swaps are identified as a tool to create fiscal space for developing countries to invest in conservation and renewable energy, as most current climate finance is provided as loans.","ai_generated":true,"unit":"glorespar-000069#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate resilience","loss and damage","climate finance","Community based adaptation","nature-based solutions","urban resilience","blue economy","extreme heat","disaster risk reduction","food system","water management","infrastructure resilience"],"geography_discussed":["Egypt","Africa","South Asia","Asia Pacific","Latin America and the Caribbean","Belize","Bangladesh","Philippines","Rwanda"],"frame_perspective":[],"analysis_type":["synthesis report","qualitative analysis","survey analysis"]},{"id":"glorespar-000159","url":"https://climateinsightsdirectory.org/document/glorespar-000159","title":"Economy and Finance for a Just Future on a Thriving Planet","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"report","language":"en","date_published":"2022","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2022/06/sthlm50reportfinal-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the systemic risks posed by the 'new planetary reality' of the Anthropocene, where climate instability and biosphere depletion create non-linear financial risks. It argues that current ESG metrics and macroeconomic indicators (like GDP) are insufficient because they fail to account for planetary boundaries and natural capital. The authors highlight the disproportionate responsibility of high-income countries for ecological breakdown and the role of 'keystone actors'—including transnational corporations and 'Big Three' asset managers (BlackRock, Vanguard, State Street)—in driving or mitigating these risks. The document proposes a shift toward a precautionary approach to financial regulation, the adoption of impact accounting, and the use of social norm shifts to accelerate a just transition.","ai_generated":true,"unit":"glorespar-000159#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Humanity has exited the stable Holocene environment, and projected climate changes over the next 50 years may be more disruptive than any experienced since the beginning of civilization.","ai_generated":true,"unit":"glorespar-000159#insight-1","date_modified":"2026-10-23"},{"text":"The biosphere provides critical carbon sinks that have prevented the world from breaching the Paris Agreement's 1.5°C target, but this capacity is threatened by continued emissions and loss of resilience.","ai_generated":true,"unit":"glorespar-000159#insight-2","date_modified":"2026-10-23"},{"text":"High-income countries, representing 16% of the global population, are responsible for 74% of the global excess use of natural materials, including fossil fuels and biomass.","ai_generated":true,"unit":"glorespar-000159#insight-3","date_modified":"2026-10-23"},{"text":"Current ESG (Environmental, Social, and Governance) ratings are imprecise and often inaccurate because they rely on self-reported data and relative rather than absolute measures of impact.","ai_generated":true,"unit":"glorespar-000159#insight-4","date_modified":"2026-10-23"},{"text":"The 'Big Three' asset managers—BlackRock, Vanguard, and State Street—hold unprecedented influence over global corporations and could potentially act as 'universal owners' to mitigate negative externalities.","ai_generated":true,"unit":"glorespar-000159#insight-5","date_modified":"2026-10-23"},{"text":"Tax haven jurisdictions facilitate environmental degradation and financial opacity, with a significant portion of foreign credit to deforestation-risk industries in the Brazilian Amazon flowing through such jurisdictions.","ai_generated":true,"unit":"glorespar-000159#insight-6","date_modified":"2026-10-23"},{"text":"Conventional macroeconomic indicators like GDP are 'blind' to the value of nature; the report suggests alternatives like the Inclusive Wealth Index (IWI) and Gross Ecosystem Product (GEP).","ai_generated":true,"unit":"glorespar-000159#insight-7","date_modified":"2026-10-23"},{"text":"The 'Blue Acceleration' describes the rapid human expansion into the ocean economy, where less than 1% of the total monetary value of the ocean is invested in sustainable projects.","ai_generated":true,"unit":"glorespar-000159#insight-8","date_modified":"2026-10-23"},{"text":"Financial risks in the Anthropocene are characterized by 'radical uncertainty' and non-linear domino effects, making traditional risk modeling and historical data insufficient.","ai_generated":true,"unit":"glorespar-000159#insight-9","date_modified":"2026-10-23"},{"text":"Large-scale behavioral change can be triggered by a committed minority of approximately 25% of a group, which can push social norms past tipping points toward sustainability.","ai_generated":true,"unit":"glorespar-000159#insight-10","date_modified":"2026-10-23"},{"text":"Central banks and financial supervisors can support a just transition by implementing 'green credit guidance', such as maximum lending ceilings for undesirable sectors.","ai_generated":true,"unit":"glorespar-000159#insight-11","date_modified":"2026-10-23"},{"text":"Transformative change requires an 'X-curve' approach, combining the scaling up of sustainable innovations with the active 'phase-out' of defective structures and harmful investments.","ai_generated":true,"unit":"glorespar-000159#insight-12","date_modified":"2026-10-23"}],"climate_tags":["planetary boundary","climate finance","environmental, social and corporate governance","natural capital","just transition","deforestation","blue economy","carbon sink"],"geography_discussed":["Brazil","Netherlands","Bangladesh","People's Republic of China","European Union","United States","Haiti","Dominican Republic","South Africa","Belize","Mongolia"],"frame_perspective":[],"analysis_type":["policy assessment","economic analysis","systemic risk assessment"]},{"id":"seforall-000035","url":"https://climateinsightsdirectory.org/document/seforall-000035","title":"Sustainable cooling policy progress","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"report","language":"en","date_published":"2022","source_url":"https://www.seforall.org/chilling-prospects-2022/sustainable-cooling-policy-progress","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report evaluates sustainable cooling policy progress in the 'Critical 9' countries, finding that while energy efficiency policies exist, they are inconsistently implemented and often fail to cover off-grid devices or reflect best-in-class technology. It highlights a significant gap in integrating cooling demand into national electrification planning and financial incentives, while noting varying levels of adoption of National Cooling Action Plans (NCAPs) and the Kigali Amendment.","ai_generated":true,"unit":"seforall-000035#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Policies to enhance access to sustainable cooling are limited across the Critical 9 countries. Cooling demand is generally absent from electrification planning, with Bangladesh being the only exception. Furthermore, there are no identified government programmes or financing mechanisms for off-grid cooling devices in any of these nine countries.","ai_generated":true,"unit":"seforall-000035#insight-1","date_modified":"2026-10-23"},{"text":"Energy efficiency policies for cooling are present in all Critical 9 countries but suffer from inconsistent enforcement and coverage. Minimum energy performance standards (MEPS) and labels only cover on-grid products, leaving a gap for rural and isolated populations. Some countries lack specific standards: Mozambique and Sudan have not adopted MEPS for refrigerators, air conditioners, and fans, while Nigeria lacks MEPS for refrigerators and freezers.","ai_generated":true,"unit":"seforall-000035#insight-2","date_modified":"2026-10-23"},{"text":"There is a gap between current regulatory requirements and global best-in-class technology. While top-tier air conditioners worldwide achieve energy-efficiency ratios (EER) of 5.0–6.5 W/W, minimum requirements in several African countries remain below 3.0 W/W.","ai_generated":true,"unit":"seforall-000035#insight-3","date_modified":"2026-10-23"},{"text":"Integration of cooling into climate planning varies. Only four of the Critical 9 countries (Bangladesh, China, India, and Pakistan) mention cooling in their updated NDCs, and five (Bangladesh, China, India, Mozambique, and Nigeria) have ratified the Kigali Amendment to the Montreal Protocol.","ai_generated":true,"unit":"seforall-000035#insight-4","date_modified":"2026-10-23"},{"text":"The adoption of National Cooling Action Plans (NCAPs) is uneven among the Critical 9: China and India have published them, Bangladesh, Brazil, Indonesia, Nigeria, and Pakistan are developing them, and Mozambique and Sudan have not yet started.","ai_generated":true,"unit":"seforall-000035#insight-5","date_modified":"2026-10-23"}],"climate_tags":["energy efficiency","climate change adaptation","greenhouse gas emissions","Nationally Determined Contributions","passive cooling"],"geography_discussed":["Ghana","Grenada","Kenya","Lebanon"],"frame_perspective":[],"analysis_type":["policy assessment","gap analysis"]},{"id":"seforall-000058","url":"https://climateinsightsdirectory.org/document/seforall-000058","title":"Middle-income population at risk in 2022","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"report","language":"en","date_published":"2022","source_url":"https://www.seforall.org/chilling-prospects-2022/middle-income-population-at-risk","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"This report section analyzes the middle-income population at risk due to a lack of access to sustainable cooling in 2022, focusing on high-impact countries. It details a global decline in this demographic, driven largely by the economic effects of the COVID-19 pandemic, and provides regional and country-specific breakdowns of population shifts.","ai_generated":true,"unit":"seforall-000058#summary","date_modified":"2026-08-17"},"key_insights":[{"text":"The middle-income population in high-impact countries, defined as those living on between USD 10.01 and USD 20 per day, decreased by approximately 75.7 million from 1.38 billion in 2021 to 1.3 billion in 2022. This follows a previous reduction of 79 million people from a 2020 global total of 1.46 billion.","ai_generated":true,"unit":"seforall-000058#insight-1","date_modified":"2026-08-17"},{"text":"China has the largest middle-income population globally at 693.3 million, representing about 53 percent of the global total. Together with India, Brazil, Indonesia, and Vietnam, these five countries account for approximately 81 percent of the global middle-income population.","ai_generated":true,"unit":"seforall-000058#insight-2","date_modified":"2026-08-17"},{"text":"Economic impacts of the COVID-19 pandemic caused a shift toward lower-middle-income segments, leading to significant population decreases in China (nearly 19 million) and India (45.2 million) compared to the previous year. Five countries saw middle-income population decreases of 10 percent or more: Bangladesh, Djibouti, India, Myanmar, and Pakistan.","ai_generated":true,"unit":"seforall-000058#insight-3","date_modified":"2026-08-17"},{"text":"Regionally, Asia and the Middle East contain 87 percent of the global middle-income population across 16 high-impact countries, though the population there fell by 79.3 million between 2021 and 2022. In contrast, the 31 high-impact countries in Africa saw their middle-income population increase by 7.1 million to reach 75.4 million, with the largest absolute increases in Egypt (2.3 million) and Uganda (1.3 million).","ai_generated":true,"unit":"seforall-000058#insight-4","date_modified":"2026-08-17"},{"text":"In Latin America and the Caribbean, the middle-income population dropped by 3.5 million, from 98.4 million in 2021 to 94.9 million in 2022. This decline included reductions of 2.7 million in Brazil, 500,000 in Argentina, and 155,000 in Peru.","ai_generated":true,"unit":"seforall-000058#insight-5","date_modified":"2026-08-17"}],"climate_tags":["sustainable cooling","energy transition","climate risk","socio-economic impact"],"geography_discussed":["People's Republic of China","India","Brazil","Indonesia","Vietnam","Benin","Uganda","Bangladesh","Djibouti","Myanmar","Pakistan","Asia","Middle East","Africa","Egypt","Latin America and the Caribbean","Argentina","Peru"],"frame_perspective":[],"analysis_type":["demographic analysis","economic impact assessment"]},{"id":"seforall-000083","url":"https://climateinsightsdirectory.org/document/seforall-000083","title":"Cooling for health services","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"report","language":"en","date_published":"2022","source_url":"https://www.seforall.org/chilling-prospects-2022/health-services","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report highlights the critical link between sustainable cooling and the achievement of SDG3 (good health and well-being), emphasizing that vaccine efficacy and patient care depend on reliable cold chains and temperature-controlled environments. It identifies significant gaps in cold chain equipment and electricity access in low- and middle-income countries, particularly in Sub-Saharan Africa and Gavi-eligible nations. The document advocates for a combination of passive design, nature-based solutions, and energy-efficient appliances, such as super-efficient refrigerators and solar direct drive technology, to ensure health service resilience in a warming world.","ai_generated":true,"unit":"seforall-000083#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Sustainable cooling is essential for SDG3, as vaccines typically require storage between 2°C and 8°C, while ultra-cold chain (UCC) storage for some COVID-19 vaccines requires temperatures between -20°C and -70°C.","ai_generated":true,"unit":"seforall-000083#insight-1","date_modified":"2026-10-23"},{"text":"There are severe gaps in cold chain infrastructure in Gavi-eligible countries; a 2014 survey of 57 such countries found that up to 90% of health facilities lacked reliable cold chain equipment, and 20% had no equipment at all.","ai_generated":true,"unit":"seforall-000083#insight-2","date_modified":"2026-10-23"},{"text":"The RTS,S/AS01 malaria vaccine, which must be stored between 2°C and 8°C, is a critical tool for Sub-Saharan Africa, where malaria kills 260,000 children annually.","ai_generated":true,"unit":"seforall-000083#insight-3","date_modified":"2026-10-23"},{"text":"Electricity access is a primary barrier to health service cooling, with nearly 59% of over 121,000 health care facilities in 46 low- and middle-income countries lacking reliable electricity as of 2018.","ai_generated":true,"unit":"seforall-000083#insight-4","date_modified":"2026-10-23"},{"text":"Energy-efficient technology can significantly reduce power requirements; super-efficient refrigerators use only 10% of the power capacity required by conventional vaccine refrigerators.","ai_generated":true,"unit":"seforall-000083#insight-5","date_modified":"2026-10-23"},{"text":"In Bangladesh, UNICEF delivered over 350 UCC freezers to more than 45 countries, including 26 large freezers to Bangladesh, increasing its capacity by nearly 9 million vaccines.","ai_generated":true,"unit":"seforall-000083#insight-6","date_modified":"2026-10-23"},{"text":"Passive and nature-based solutions can reduce the need for mechanical cooling, as seen in the Friendship Hospital Shyamnagar in Bangladesh, which uses cross-ventilation and shading, and Changi General Hospital in Singapore, which uses a roof garden to save USD 800,000 in annual energy and water costs.","ai_generated":true,"unit":"seforall-000083#insight-7","date_modified":"2026-10-23"}],"climate_tags":["energy efficiency","photovoltaics","passive cooling","nature-based solutions","heat stress"],"geography_discussed":["sub-Saharan Africa","Bangladesh","India","Gujarat","Singapore"],"frame_perspective":[],"analysis_type":["assessment","case study"]},{"id":"seforall-000099","url":"https://climateinsightsdirectory.org/document/seforall-000099","title":"Rural poor at risk in 2022","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"report","language":"en","date_published":"2022","source_url":"https://www.seforall.org/chilling-prospects-2022/rural-poor-at-risk","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"This report section analyzes the growth of the rural poor population lacking access to cooling across 54 high-impact countries in 2022, highlighting the role of the COVID-19 pandemic in increasing extreme poverty despite improvements in electricity access.","ai_generated":true,"unit":"seforall-000099#summary","date_modified":"2026-08-17"},"key_insights":[{"text":"In 2022, the rural poor population across 54 high-impact countries grew by 3.9 million, reaching a total of 370.8 million people. This increase was primarily driven by the economic effects of the COVID-19 pandemic, which outweighed the benefits of declining electricity access gaps.","ai_generated":true,"unit":"seforall-000099#insight-1","date_modified":"2026-08-17"},{"text":"The rural population living on less than USD 1.90 per day in the 54 high-impact countries rose by 10 percent compared to pre-pandemic levels and by over 2 percent since 2020. Globally, the World Bank estimates the pandemic pushed 97 million more people into extreme poverty, totaling 711 million, with 478 million in Sub-Saharan Africa and over 140 million in South Asia.","ai_generated":true,"unit":"seforall-000099#insight-2","date_modified":"2026-08-17"},{"text":"India, Nigeria, and Bangladesh have the highest absolute numbers of rural poor at risk. India's rural poor population increased by 5.2 million. Since 2018, the largest proportional increases occurred in Argentina (82%), Pakistan (21.8%), and Iraq (20.9%), while Bolivia (-46.5%) and Indonesia (-42.3%) saw the most significant reductions.","ai_generated":true,"unit":"seforall-000099#insight-3","date_modified":"2026-08-17"},{"text":"Africa hosts half of the global rural poor population, with eight of the top 10 countries most affected located there. In Angola, Guinea-Bissau, Malawi, Mozambique, and Somalia, more than 75% of rural dwellers are at high risk due to lack of cooling access.","ai_generated":true,"unit":"seforall-000099#insight-4","date_modified":"2026-08-17"},{"text":"In Asia and the Middle East, the rural poor at risk increased by 4.3 million in the last year, with India hosting 133.3 million rural poor (36% of the global total). In Latin America and the Caribbean, the rural poor population declined by an average of 6% across six high-impact countries, with Brazil accounting for 82% of the region's rural poor (3.6 million).","ai_generated":true,"unit":"seforall-000099#insight-5","date_modified":"2026-08-17"}],"climate_tags":["energy transition","cooling","extreme poverty","rural development"],"geography_discussed":["India","Nigeria","Bangladesh","Egypt","Sri Lanka","Argentina","Pakistan","Iraq","Bolivia","Indonesia","Africa","Angola","Guinea-Bissau","Malawi","Mozambique","Somalia","Asia","Middle East","Yemen","Timor-Leste","Latin America and the Caribbean","Brazil","Peru"],"frame_perspective":[],"analysis_type":["regional analysis","trend analysis"]},{"id":"seforall-000236","url":"https://climateinsightsdirectory.org/document/seforall-000236","title":"Cooling for human comfort and safety","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"report","language":"en","date_published":"2022","source_url":"https://www.seforall.org/chilling-prospects-2022/human-comfort-and-safety","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report highlights the escalating risks of extreme heat on human health and productivity, noting that 356,000 people died from extreme heat in 2019. It argues that while cooling demand is expected to soar—with space-cooling units potentially reaching 2.5 billion by 2030—this must be managed through sustainable solutions to avoid tripling global electricity demand by 2050. The text advocates for a mix of passive cooling, nature-based solutions, and energy-efficient active cooling, supported by policies like Minimum Energy Performance Standards (MEPS) and the appointment of Chief Heat Officers in cities such as Athens and Miami Dade County.","ai_generated":true,"unit":"seforall-000236#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Extreme heat poses a severe and growing threat to human life, with 356,000 deaths recorded in 2019. Future risks are projected to escalate significantly; at 4°C of warming, the number of people exposed to heat waves could increase 36 times.","ai_generated":true,"unit":"seforall-000236#insight-1","date_modified":"2026-10-23"},{"text":"Heat stress significantly impairs economic productivity. In 2020, 295 billion potential work hours were lost globally, with losses in Bangladesh, India, and Pakistan being two-and-a-half to three times higher than the global average. By 2030, the world may lose the equivalent of 80 million full-time jobs due to heat stress.","ai_generated":true,"unit":"seforall-000236#insight-2","date_modified":"2026-10-23"},{"text":"High temperatures negatively impact educational outcomes, as students score lower in heat. While WHO recommends 19°C for productive learning, passive solutions can help; for example, a cool roof in rural India reduced peak classroom temperatures by 5°C.","ai_generated":true,"unit":"seforall-000236#insight-3","date_modified":"2026-10-23"},{"text":"Urban populations are increasingly vulnerable to heat, particularly in South and Southeast Asia, where 1.1 billion dwellers could face heat waves lasting over 30 days a year by 2080. In Africa, urban exposure to extreme heat could increase more than 20 times by the 2060s, especially in West Africa.","ai_generated":true,"unit":"seforall-000236#insight-4","date_modified":"2026-10-23"},{"text":"Global demand for space-cooling is projected to grow, with total ownership of units like ceiling fans reaching 2.5 billion by 2030. However, this growth threatens net-zero goals, as cooling already uses 17 percent of global electricity and could triple its demand by 2050.","ai_generated":true,"unit":"seforall-000236#insight-5","date_modified":"2026-10-23"},{"text":"Sustainable cooling requires a combination of passive, nature-based, and active solutions. Nature-based solutions are currently underfunded, receiving less than 0.3 percent of city infrastructure budgets. Active cooling efficiency can be improved via Minimum Energy Performance Standards (MEPS), with the most efficient air conditioners being 30 percent more efficient than market averages.","ai_generated":true,"unit":"seforall-000236#insight-6","date_modified":"2026-10-23"},{"text":"The adoption of climate-friendly refrigerants and energy-efficient cooling could prevent a global average temperature increase of approximately 0.4°C by the end of the century.","ai_generated":true,"unit":"seforall-000236#insight-7","date_modified":"2026-10-23"}],"climate_tags":["extreme heat","heat stress","energy efficiency","passive cooling","nature-based solutions","air conditioning","refrigerant","urban heat island","climate change adaptation","electric energy consumption"],"geography_discussed":["Africa","South Asia","Bangladesh","India","Pakistan","Southeast Asia","Buenos Aires","Rio de Janeiro","São Paulo","Brazil","Mexico","Hyderabad","Athens","Greece","Freetown","Sierra Leone","Santiago","Chile","Miami-Dade County","United States","Nigeria","Sudan"],"frame_perspective":[],"analysis_type":["impact assessment","policy review"]},{"id":"seforall-000339","url":"https://climateinsightsdirectory.org/document/seforall-000339","title":"Chilling Prospects 2022","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"report","language":"en","date_published":"2022","source_url":"https://www.seforall.org/system/files/2022-07/seforall-chilling-prospects-2022.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Chilling Prospects 2022 identifies that 3.66 billion people face high or medium risk from cooling access challenges, with 1.2 billion rural and urban poor at high risk. The report highlights critical gaps in food cold chains, health services, and human safety, while forecasting that achieving SDG 7.1 and SDG 1.1 could reduce the high-risk population by 36% by 2030. It advocates for a transition to sustainable, energy-efficient cooling and the implementation of National Cooling Action Plans (NCAPs) to mitigate climate impacts and protect vulnerable populations.","ai_generated":true,"unit":"seforall-000339#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In 2022, 1.2 billion rural and urban poor across 54 high-impact countries and 22 non-high-impact countries are at high risk due to a lack of access to cooling, an increase of over 28 million people since 2021.","ai_generated":true,"unit":"seforall-000339#insight-1","date_modified":"2026-10-23"},{"text":"The lower-middle-income population at medium risk increased to 2.47 billion in 2022, partly driven by pandemic-associated income loss that pushed an estimated 165 million people globally to live on less than USD 5.50 per day in 2021.","ai_generated":true,"unit":"seforall-000339#insight-2","date_modified":"2026-10-23"},{"text":"Projections for 2030 suggest that under current trends, 1.22 billion people will remain at high risk. However, if universal electricity access (SDG 7.1.1) and the eradication of extreme poverty (SDG 1.1) are achieved, the high-risk population would decrease to 783.3 million, a 36% decline.","ai_generated":true,"unit":"seforall-000339#insight-3","date_modified":"2026-10-23"},{"text":"Food loss is a critical indicator of cooling gaps; global total food loss in 2019 reached 1.2 billion tonnes. In the 54 high-impact countries, Asia has the highest food loss share at 48%.","ai_generated":true,"unit":"seforall-000339#insight-4","date_modified":"2026-10-23"},{"text":"Health services face severe cooling gaps, with a 2014 survey of 57 Gavi-eligible countries finding that up to 90% of health facilities lacked reliable cold chain equipment to prevent vaccines from excessive heat or freezing.","ai_generated":true,"unit":"seforall-000339#insight-5","date_modified":"2026-10-23"},{"text":"Extreme heat is a major cause of mortality, with research indicating that 356,000 people died from extreme heat in 2019 alone. At 2°C to 3°C of warming, 16 times as many people would be exposed to heat waves.","ai_generated":true,"unit":"seforall-000339#insight-6","date_modified":"2026-10-23"},{"text":"Heat stress significantly impacts labor productivity; in 2020, 295 billion hours of potential work were lost globally, with South Asian countries Bangladesh, India, and Pakistan experiencing losses 2.5 to 3 times the world average.","ai_generated":true,"unit":"seforall-000339#insight-7","date_modified":"2026-10-23"},{"text":"The urban heat island effect (UHIE) can increase city temperatures by 1°C to 4°C on average, with maximum differentials of up to 10°C, disproportionately affecting the poor and elderly.","ai_generated":true,"unit":"seforall-000339#insight-8","date_modified":"2026-10-23"},{"text":"Policy progress in the 'Critical 9' countries is uneven; while all have energy-efficiency policies for cooling, Mozambique and Sudan have not adopted Minimum Energy Performance Standards (MEPS) for refrigerators, air conditioners, or fans.","ai_generated":true,"unit":"seforall-000339#insight-9","date_modified":"2026-10-23"},{"text":"The Green Climate Fund (GCF) approved a World Bank Cooling Facility in October 2021 with USD 157 million in direct financing, leveraging USD 722 million in co-financing to support projects in nine countries.","ai_generated":true,"unit":"seforall-000339#insight-10","date_modified":"2026-10-23"},{"text":"The Kigali Amendment to the Montreal Protocol aims to reduce HFC production by over 80% over 30 years and has the potential to avoid up to 0.4°C of global warming by 2100.","ai_generated":true,"unit":"seforall-000339#insight-11","date_modified":"2026-10-23"}],"climate_tags":["energy efficiency","extreme heat","urban heat island","hydrofluorocarbon","climate finance","passive cooling","refrigerant"],"geography_discussed":["India","People's Republic of China","Nigeria","Mozambique","Bangladesh","Brazil","Indonesia","Pakistan","Sudan","Africa","Asia","Latin America and the Caribbean","Kenya","Rwanda"],"frame_perspective":[],"analysis_type":["risk assessment","scenario forecasting","policy analysis","sectoral data analysis"]},{"id":"wwatt-000106","url":"https://climateinsightsdirectory.org/document/wwatt-000106","title":"Extrémy počasí a klimatická změna","publisher":{"name":"World Weather Attribution","organization":"world-weather-attribution"},"document_type":"guide","language":"cs","date_published":"2022","source_url":"https://www.worldweatherattribution.org/wp-content/uploads/CZE-Reporting-extreme-weather-climate-change.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document explains 'event attribution' as a scientific method to determine how much human-induced climate change affects the probability and intensity of specific weather extremes. It provides a detailed breakdown of how climate change influences heatwaves, floods, tropical cyclones, snowfalls, droughts, and wildfires, while cautioning against oversimplifying these events as having a single cause. The guide emphasizes that while some trends (like heatwaves) are globally certain, others (like floods or droughts) vary by region and are influenced by local human factors such as land use and water management.","ai_generated":true,"unit":"wwatt-000106#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Event attribution research uses climate models to compare the current world with a simulated 'world without human influence' to calculate how much global warming increased or decreased the probability and intensity of a specific event.","ai_generated":true,"unit":"wwatt-000106#insight-1","date_modified":"2026-10-23"},{"text":"Human-induced climate change has a definitive and strong global impact on heatwaves, making every such event more intense and more likely to occur.","ai_generated":true,"unit":"wwatt-000106#insight-2","date_modified":"2026-10-23"},{"text":"Extreme precipitation is more frequent and intense across most of the world due to climate change, particularly in Europe, most of Asia, and parts of North America, though the link to actual flooding also depends on human factors like urban drainage and land use.","ai_generated":true,"unit":"wwatt-000106#insight-3","date_modified":"2026-10-23"},{"text":"While the total annual number of tropical cyclones has not increased, climate change has increased the frequency of the most intense (Category 3–5) storms and the amount of precipitation they produce.","ai_generated":true,"unit":"wwatt-000106#insight-4","date_modified":"2026-10-23"},{"text":"The probability and intensity of extreme cold have decreased globally, but the impact on heavy snowfall is less certain, with possible increases in intensity only in specific high-latitude regions like parts of North America, Northern/Eastern Asia, and Greenland.","ai_generated":true,"unit":"wwatt-000106#insight-5","date_modified":"2026-10-23"},{"text":"Weather conditions conducive to wildfires are increasing on all continents, with a clear increase in probability and burned area observed in Southern Europe, Northern Eurasia, the USA, and Australia.","ai_generated":true,"unit":"wwatt-000106#insight-6","date_modified":"2026-10-23"}],"climate_tags":["extreme event attribution","heat wave","flood","tropical cyclone","drought","wildfire","climate change","precipitation","sea level rise","climate modeling"],"geography_discussed":["Czech Republic","Western Europe","Bangladesh","Italy","Balkans","Turkey","France","Netherlands","Germany","United Kingdom","Cape Town","South Africa","Canada","United States","Siberia","India","Pakistan","People's Republic of China","Argentina"],"frame_perspective":[],"analysis_type":["methodological guide","scientific synthesis"]},{"id":"wwf-000803","url":"https://climateinsightsdirectory.org/document/wwf-000803","title":"LIVING WITH TIGERS","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2022","source_url":"https://www.worldwildlife.org/documents/760/8gubd3v4q_LIVING_WITH_TIGERS_high_res_.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the challenges and opportunities for human-tiger coexistence in Asia, emphasizing that long-term tiger recovery depends on the support of approximately 47 million people living within tiger ranges. It proposes shifting from top-down conservation to inclusive partnerships that respect human rights and provide tangible socio-economic benefits. The document details strategies for managing human-tiger conflict (HTC) through the 'Safe Systems Approach,' explores sustainable financing models like Payments for Ecosystem Services (PES) and conservation performance payments, and advocates for the recognition of 'Other Effective area-based Conservation Measures' (OECMs) to expand protected habitats beyond traditional reserves.","ai_generated":true,"unit":"wwf-000803#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In 2020, an estimated 47 million people lived within the boundaries of the tiger range, with another 85 million residing within 10km of these landscapes. These populations are increasing, with a 7.5 per cent rise in tiger landscapes since 2015.","ai_generated":true,"unit":"wwf-000803#insight-1","date_modified":"2026-10-23"},{"text":"Human population density acts as a threshold for tiger survival; when density exceeds 400 persons/km2, there is a local extinction probability of over 60 per cent within 50 years.","ai_generated":true,"unit":"wwf-000803#insight-2","date_modified":"2026-10-23"},{"text":"Infrastructure development, particularly roads, severely fragments tiger habitats. Approximately 57 per cent of tiger landscapes fall within a 'road-effect zone' (less than 5km from the nearest road), which can decrease tiger and prey abundance by more than 20 per cent.","ai_generated":true,"unit":"wwf-000803#insight-3","date_modified":"2026-10-23"},{"text":"Climate change is projected to cause a 23 per cent loss in suitable tiger habitat by 2050 under certain scenarios. In the Bangladesh Sundarbans, models suggest no suitable tiger habitats may remain by 2070.","ai_generated":true,"unit":"wwf-000803#insight-4","date_modified":"2026-10-23"},{"text":"Conservation effectiveness is often hindered by a lack of community integration; a 2018 survey found only 30 per cent of tiger conservation sites involved stakeholders in management planning, and only 58 per cent had benefit-sharing or alternative livelihood mechanisms.","ai_generated":true,"unit":"wwf-000803#insight-5","date_modified":"2026-10-23"},{"text":"Cultural and spiritual beliefs significantly influence local tolerance of tigers. In some communities, tigers are viewed as sacred or as enforcers of moral codes, which can foster coexistence even when conflict occurs.","ai_generated":true,"unit":"wwf-000803#insight-6","date_modified":"2026-10-23"},{"text":"Gender disparities exist in the experience of human-tiger conflict; women often bear a disproportionate burden of costs and risks, such as threats to personal safety during daily activities, yet are frequently excluded from decision-making processes.","ai_generated":true,"unit":"wwf-000803#insight-7","date_modified":"2026-10-23"},{"text":"The 'Safe Systems Approach' to human-tiger conflict (HTC) management integrates six essential elements: understanding the conflict, prevention, response, mitigation, monitoring, and policy.","ai_generated":true,"unit":"wwf-000803#insight-8","date_modified":"2026-10-23"},{"text":"Prey depletion is a primary driver of livestock predation. Maintaining wild prey populations is a critical preventative measure to reduce human-tiger conflict.","ai_generated":true,"unit":"wwf-000803#insight-9","date_modified":"2026-10-23"},{"text":"Rapid Response Teams (RRTs) are vital for reducing the escalation of conflict and preventing retaliatory killings by providing immediate verification of incidents and emergency assistance.","ai_generated":true,"unit":"wwf-000803#insight-10","date_modified":"2026-10-23"},{"text":"Traditional compensation schemes often fail because they address symptoms rather than root causes and are frequently plagued by bureaucratic delays and lack of transparency.","ai_generated":true,"unit":"wwf-000803#insight-11","date_modified":"2026-10-23"},{"text":"Other Effective area-based Conservation Measures (OECMs) provide a mechanism to recognize and protect biodiversity in areas outside formal protected areas, such as Indigenous territories or managed forests, which is essential for achieving the '30x30' global conservation goal.","ai_generated":true,"unit":"wwf-000803#insight-12","date_modified":"2026-10-23"},{"text":"Sustainable financing can be achieved through 'payments to encourage coexistence,' which reward communities for conservation success (e.g., verified sightings) rather than merely compensating for losses.","ai_generated":true,"unit":"wwf-000803#insight-13","date_modified":"2026-10-23"},{"text":"Payment for Ecosystem Services (PES), including REDD+ carbon credit schemes, offers a way to fund tiger conservation by valuing the carbon storage and water regulation services provided by tiger habitats.","ai_generated":true,"unit":"wwf-000803#insight-14","date_modified":"2026-10-23"}],"climate_tags":["climate change","biodiversity conservation","indigenous rights","climate finance","Reducing emissions from deforestation and forest degradation","carbon sequestration","Sustainable Development Goals"],"geography_discussed":["World","Namibia","Tanzania","Belize","Mexico","United States","Sweden"],"frame_perspective":[],"analysis_type":["policy assessment","socio-economic analysis","ecological forecasting","case study review"]},{"id":"glorespar-000034","url":"https://climateinsightsdirectory.org/document/glorespar-000034","title":"An Open Letter to Our Partners","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"statement","language":"en","date_published":"2021-12-16","source_url":"https://www.globalresiliencepartnership.org/an-open-letter-to-our-partners/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Global Resilience Partnership (GRP) reports on its 2021 activities, highlighting the launch of the Innovating for Climate Resilience Fund, the establishment of the Resilience Hub at COP26, and the creation of South to South Resilience Academies. The partnership focused on scaling coastal resilience through the Ocean Risk and Resilience Action Alliance (ORRAA), supporting innovative finance in fragile regions like Sudan and Uganda, and promoting locally-led adaptation through catalytic grants and the Resilience Knowledge Coalition.","ai_generated":true,"unit":"glorespar-000034#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Global Resilience Partnership (GRP) and its partners launched several financial and innovation mechanisms in 2021, including the Innovating for Climate Resilience Fund at COP26 to support people living on less than $5 per day, and a call for expressions of interest with GEF and UNDP to support resilience in conflict-prone regions, resulting in shortlisted organisations in Sudan and Uganda for grants between $200,000 and $300,000.","ai_generated":true,"unit":"glorespar-000034#insight-1","date_modified":"2026-10-23"},{"text":"The Ocean Risk and Resilience Action Alliance (ORRAA), co-hosted by GRP, launched six projects for coastal resilience and ocean risk reduction in vulnerable countries, including the Ocean Resilience Innovation Challenge (ORIC) and reports on gender dynamics of ocean risk in Small Island Developing States (SIDS) and Least Developed Countries (LDCs).","ai_generated":true,"unit":"glorespar-000034#insight-2","date_modified":"2026-10-23"},{"text":"GRP established several knowledge and capacity-building platforms, including the Resilience Knowledge Coalition with nearly 500 members from over 150 institutions, the Global South Talent Pool internship programme launched in June 2021, and three South to South Resilience Academies (S2SRA’s) located in Southern Africa, South Asia, and the Caribbean.","ai_generated":true,"unit":"glorespar-000034#insight-3","date_modified":"2026-10-23"},{"text":"At COP26, GRP co-led the creation of the Resilience Hub, a physical and virtual space that attracted nearly 20,000 participants, and supported the 'Voices from the Frontline' initiative to document community-led responses to the COVID-19 crisis.","ai_generated":true,"unit":"glorespar-000034#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate resilience","climate change adaptation","coastal management","Community based adaptation","climate finance","disaster risk reduction"],"geography_discussed":["Sudan","Uganda","Southern Africa","South Asia","Caribbean","Mali","Bangladesh"],"frame_perspective":[],"analysis_type":["activity report","partnership update"]},{"id":"wri-000641","url":"https://climateinsightsdirectory.org/document/wri-000641","title":"How a Partnership in Kenya Recycled 100,000 Kilograms of Fashion Waste","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"case study","language":"en","date_published":"2021-12-02","source_url":"https://www.wri.org/insights/closing-loop-textile-waste-recycling-kenya","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 'Closing the Loop on Textile Waste in Kenya' partnership, led by Enviu, PurFi, and Upset Sourcing East Africa, utilizes a chemical recycling technology to process textile waste into high-quality materials for new manufacturing. The initiative has sold 100,000 kg of textile cotton waste and employs a sorting team of women processing 36,000 kg per month. By collaborating with Kenya's Export Processing Zone Authority (EPZA), the partnership aims to integrate circular waste-to-value solutions into the country's expanding textile industry to reduce environmental pollution and greenhouse gas emissions.","ai_generated":true,"unit":"wri-000641#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The fashion industry is a significant driver of environmental degradation, contributing between 4% and 10% of global emissions and acting as the second largest consumer of water. To limit warming to 1.5 degrees C, the sector must achieve an absolute emissions reduction of 45% by 2030, otherwise emissions are projected to reach 1.588 gigatons by that date.","ai_generated":true,"unit":"wri-000641#insight-1","date_modified":"2026-10-23"},{"text":"Kenya faces substantial textile waste challenges, with garment manufacturers producing approximately 400,000 tons of cotton waste annually. This waste often ends up in toxic dumps, and existing recycling methods typically result in 'downcycling' into lower-quality materials such as insulation or floor mats.","ai_generated":true,"unit":"wri-000641#insight-2","date_modified":"2026-10-23"},{"text":"The 'Closing the Loop' partnership employs a chemical recycling technology from the U.S. company PurFi that is significantly more efficient than traditional recycling, using 99% less water and up to 90% less energy and greenhouse gas emissions. The process is closed-loop, meaning recycling chemicals are absorbed back into the fabric.","ai_generated":true,"unit":"wri-000641#insight-3","date_modified":"2026-10-23"},{"text":"The initiative integrates social equity by employing previously unemployed women; the current all-women sorting team processes 36,000 kg of waste monthly, with a goal to reach 100,000 kg per month. To date, the partnership has sold 100,000 kg of textile cotton waste.","ai_generated":true,"unit":"wri-000641#insight-4","date_modified":"2026-10-23"},{"text":"To scale operations, the partnership is collaborating with Kenya's Export Processing Zone Authority (EPZA) to manage waste from existing and 450 new production lines. This aligns with Kenya's 'Big Four Agenda' to increase manufacturing jobs and living standards, especially as textile exports are projected to grow by 25% annually over the next five years.","ai_generated":true,"unit":"wri-000641#insight-5","date_modified":"2026-10-23"}],"climate_tags":["circular economy","greenhouse gas emissions","social equity","industrial manufacturing"],"geography_discussed":["India","Bangladesh","World"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"foei-000856","url":"https://climateinsightsdirectory.org/document/foei-000856","title":"Desmantelar patriarcado (también) construyendo soberanía alimentaria","publisher":{"name":"Friends of the Earth International","organization":"friends-of-the-earth-international"},"document_type":"statement","language":"es","date_published":"2021-12","source_url":"https://www.foei.org/wp-content/uploads/2022/03/Amigos-de-la-Tierra-Internacional_Desmantelar-patriarcado-tambien-construyendo-soberania-alimentaria_Espanol.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the intersection of gender justice and food sovereignty, arguing that the industrial food system relies on the patriarchal exploitation of women. It advocates for agroecology and feminist economics to redistribute care work and ensure women's autonomy over land and seeds.","ai_generated":true,"unit":"foei-000856#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The industrial food system and agribusiness rely on the patriarchal exploitation of women's labor, mirroring the way they exploit the land. Women are responsible for 50% of global food production and 60-80% in developing countries, yet they face higher rates of hunger and limited access to resources.","ai_generated":true,"unit":"foei-000856#insight-1","date_modified":"2026-10-23"},{"text":"Women face severe systemic inequalities regarding land ownership and financial resources. Globally, women own less than 13% of agricultural land and receive only 1% of all credits, despite their central role in food production.","ai_generated":true,"unit":"foei-000856#insight-2","date_modified":"2026-10-23"},{"text":"Industrial agriculture negatively impacts women's health, specifically their hormonal and reproductive systems, through the use of agrotoxics and pollutants. In Nigeria, gas flaring in the Niger Delta causes acid rain and atmospheric pollution that destroys farmers' livelihoods and harms human health.","ai_generated":true,"unit":"foei-000856#insight-3","date_modified":"2026-10-23"},{"text":"Agroecology is presented as a key political tool for food sovereignty and the eradication of patriarchy because it promotes equitable power relations and respects the environment. The document asserts that 'there is no agroecology without feminism,' as women are primary defenders of seeds and territories.","ai_generated":true,"unit":"foei-000856#insight-4","date_modified":"2026-10-23"},{"text":"The 'sexual division of labor' places an unfair burden of unpaid care and domestic work on women, which the document argues is essential for capitalist accumulation. It calls for a reorganization of this work to be shared between men, women, and the State, and for the adoption of feminist economics that values care work.","ai_generated":true,"unit":"foei-000856#insight-5","date_modified":"2026-10-23"}],"climate_tags":["agroecology","land tenure"],"geography_discussed":["Nigeria","El Salvador","Bosnia and Herzegovina","Bangladesh","Serbia","Niger Delta"],"frame_perspective":[],"analysis_type":["position paper","qualitative analysis"]},{"id":"foei-000860","url":"https://climateinsightsdirectory.org/document/foei-000860","title":"Éradiquer le patriarcat (y compris) dans la construction de la souveraineté alimentaire","publisher":{"name":"Friends of the Earth International","organization":"friends-of-the-earth-international"},"document_type":"statement","language":"fr","date_published":"2021-12","source_url":"https://www.foei.org/wp-content/uploads/2022/03/Amis-de-la-Terre-International_Eradiquer-le-patriarcat-y-compris-dans-la-construction-de-la-souverainete-alimentaire_Francais.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the intersection of gender justice and food sovereignty, arguing that the industrial food system relies on the patriarchal exploitation of women's labor. It advocates for a transition to agroecology and feminist economics to ensure equitable access to land, seeds, and resources, while calling for the recognition and redistribution of unpaid care work.","ai_generated":true,"unit":"foei-000860#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The industrial food system and agro-industry are characterized by a structure of domination and authority that mirrors patriarchy, specifically by limiting women's decision-making power and their access to essential resources such as water, land, and seeds.","ai_generated":true,"unit":"foei-000860#insight-1","date_modified":"2026-10-23"},{"text":"Despite producing between 50% and 80% of food in developing countries, women face severe economic disparities: they own only 2% of land, receive 1% of credits, and earn wages approximately 25% lower than men.","ai_generated":true,"unit":"foei-000860#insight-2","date_modified":"2026-10-23"},{"text":"Industrial agriculture poses specific health risks to women, including endocrine disorders, cancer, and leukemia due to toxic agricultural products, and impacts reproductive health.","ai_generated":true,"unit":"foei-000860#insight-3","date_modified":"2026-10-23"},{"text":"In Nigeria's Niger Delta, gas flaring by large companies causes acid rain that destroys arable land and reduces agricultural production, disproportionately affecting the livelihoods of women.","ai_generated":true,"unit":"foei-000860#insight-4","date_modified":"2026-10-23"},{"text":"Agroecology is presented as a feminist tool because it is based on equitable power relations and environmental respect, enabling women to reclaim their roles as subjects of rights and guardians of indigenous seeds.","ai_generated":true,"unit":"foei-000860#insight-5","date_modified":"2026-10-23"},{"text":"A central demand for systemic change is the recognition and reorganization of unpaid care and domestic work, which is currently a pillar of capitalist accumulation and a primary source of inequality for rural women.","ai_generated":true,"unit":"foei-000860#insight-6","date_modified":"2026-10-23"}],"climate_tags":["agroecology","land grabbing","environmental health","climate crisis"],"geography_discussed":["Nigeria","El Salvador","Bosnia and Herzegovina","Bangladesh","Brazil","Serbia","Mozambique","Malaysia"],"frame_perspective":[],"analysis_type":["position statement","socio-economic analysis"]},{"id":"foei-001042","url":"https://climateinsightsdirectory.org/document/foei-001042","title":"DISMANTLING PATRIARCHY WHILE BUILDING FOOD SOVEREIGNTY","publisher":{"name":"Friends of the Earth International","organization":"friends-of-the-earth-international"},"document_type":"statement","language":"en","date_published":"2021-12","source_url":"https://www.foei.org/wp-content/uploads/2022/03/Friends-of-the-Earth-International_Dismantling-patriarchy-while-building-food-sovereignty_English.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the intersection of food sovereignty, agroecology, and gender justice, arguing that the industrial agribusiness model relies on the patriarchal exploitation of women's labor. It advocates for a transition to agroecology and feminist economies to ensure equitable access to land, seeds, and resources, while recognizing and redistributing unpaid care work.","ai_generated":true,"unit":"foei-001042#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The industrial food system and agribusiness are characterized as models of domination that mirror patriarchy by limiting women's participation in decision-making and restricting their access to essential resources like seeds, water, and land.","ai_generated":true,"unit":"foei-001042#insight-1","date_modified":"2026-10-23"},{"text":"Despite producing 50% of the world's food and 60-80% of food in developing countries, women face extreme economic inequality, owning only 2% of land and receiving 1% of all credit.","ai_generated":true,"unit":"foei-001042#insight-2","date_modified":"2026-10-23"},{"text":"Women are disproportionately affected by hunger and the health impacts of industrial agriculture, including exposure to toxic agrochemicals that cause endocrine disorders, cancer, and reproductive health issues.","ai_generated":true,"unit":"foei-001042#insight-3","date_modified":"2026-10-23"},{"text":"Agroecology is presented as a feminist tool for food sovereignty because it promotes egalitarian power relations and protects the role of women and youth in preserving native seeds and ancestral knowledge.","ai_generated":true,"unit":"foei-001042#insight-4","date_modified":"2026-10-23"},{"text":"A critical barrier to gender justice is the 'sexual division of labour,' where women perform vast amounts of unpaid care and domestic work—up to 14 hours a day in some rural low-income communities—which is essential to the economy but remains invisible.","ai_generated":true,"unit":"foei-001042#insight-5","date_modified":"2026-10-23"},{"text":"The document calls for a systemic change that includes the redistribution of care work between men, women, and the State, and the implementation of public policies to ensure women's economic autonomy and land ownership.","ai_generated":true,"unit":"foei-001042#insight-6","date_modified":"2026-10-23"}],"climate_tags":["agroecology","land tenure","gas flaring"],"geography_discussed":["Nigeria","El Salvador","Bosnia and Herzegovina","Bangladesh","Brazil","Serbia","Central American countries"],"frame_perspective":[],"analysis_type":["position paper","qualitative analysis"]}]}