{"query_echo":{"q":"","filters":{"geography":["Bangladesh"]},"warnings":[]},"total":{"value":1129,"relation":"eq"},"page":25,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Bangladesh&page=25","next":"https://climateinsightsdirectory.org/api/v1/search?geography=Bangladesh&page=26","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":"gem-000079","url":"https://climateinsightsdirectory.org/document/gem-000079","title":"การติดตามแผนการสร้างโรงไฟฟ้าถ่านหินทั่วโลก ปี 2563","publisher":{"name":"Global Energy Monitor","organization":"global-energy-monitor"},"document_type":"report","language":"th","date_published":"2020-03","source_url":"https://globalenergymonitor.org/sites/default/files/migration/reports/BoomAndBust_2020_Thai-FINAL_11.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies a four-year decline in coal power growth indicators, though global net capacity increased by 34.1 GW in 2019 primarily due to China. While the US and EU continue to retire coal plants, Japan remains a major OECD driver of coal development. Financial support from Western commercial banks has largely ceased, though Chinese state institutions continue to fund projects internationally. The report emphasizes that coal use must drop by 80% by 2030 to meet the 1.5°C target of the Paris Agreement.","ai_generated":true,"unit":"gem-000079#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global net coal capacity increased by 34.1 GW in 2019, marking the first increase since 2015. This growth was driven by China, where new plants accounted for approximately two-thirds of the 68.3 GW of new capacity added globally.","ai_generated":true,"unit":"gem-000079#insight-1","date_modified":"2026-10-23"},{"text":"The global pipeline for new coal plants has contracted for four consecutive years. Total capacity in the planning and construction phases dropped from 1,468 GW in 2015 to 499.2 GW in 2019.","ai_generated":true,"unit":"gem-000079#insight-2","date_modified":"2026-10-23"},{"text":"Coal power generation decreased by 3% globally in 2019, with significant drops in the EU (24%) and the US (16%). This led to a record low average global capacity factor of 51%.","ai_generated":true,"unit":"gem-000079#insight-3","date_modified":"2026-10-23"},{"text":"In the US, coal plant retirements accelerated under President Donald Trump, averaging 13.7 GW per year between 2017 and 2019, a 67% increase compared to the average of 8.2 GW during President Barack Obama's term (2009-2016).","ai_generated":true,"unit":"gem-000079#insight-4","date_modified":"2026-10-23"},{"text":"Japan is the largest coal driver within the OECD, developing 11.9 GW of domestic capacity and supporting 24.7 GW of projects outside its borders through public finance.","ai_generated":true,"unit":"gem-000079#insight-5","date_modified":"2026-10-23"},{"text":"Commercial banks in Australia, Europe, and the US provided no direct financial support for new coal plant construction in 2019, reflecting stricter institutional regulations.","ai_generated":true,"unit":"gem-000079#insight-6","date_modified":"2026-10-23"},{"text":"China's coal capacity continues to exceed demand, with 40% of the electricity produced in 2019 classified as emergency reserve power and restricted in use.","ai_generated":true,"unit":"gem-000079#insight-7","date_modified":"2026-10-23"},{"text":"To limit global temperature rise to 1.5°C, the IPCC states that coal energy use must be reduced by 80% by 2030.","ai_generated":true,"unit":"gem-000079#insight-8","date_modified":"2026-10-23"}],"climate_tags":["coal power","energy transition","climate finance","Paris Agreement","greenhouse gas emissions","renewable energy"],"geography_discussed":["People's Republic of China","United States","European Union","Japan","India","South Korea","Southeast Asia","Africa","Latin America","Vietnam","Indonesia","Philippines","Pakistan","Bangladesh","South Africa","Egypt"],"frame_perspective":[],"analysis_type":["statistical analysis","policy assessment","financial tracking"]},{"id":"gem-000095","url":"https://climateinsightsdirectory.org/document/gem-000095","title":"BÙNG NỔ VÀ THOÁI TRÀO 2020: GIÁM SÁT CÁC NHÀ MÁY ĐIỆN THAN TOÀN CẦU","publisher":{"name":"Global Energy Monitor","organization":"global-energy-monitor"},"document_type":"report","language":"vi","date_published":"2020-03","source_url":"https://globalenergymonitor.org/sites/default/files/migration/reports/BoomBust_Vietnamese_11.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that while global coal capacity saw a net increase of 34.1 GW in 2019, this was driven almost entirely by China. Excluding China, the global coal industry declined for the second consecutive year. The report highlights a significant shift in financing, with Western commercial banks withdrawing direct funding for new coal, while Chinese and Indian state-backed institutions continue to provide critical capital. Regional analysis shows sharp declines in pre-construction capacity in Southeast Asia, Latin America, and Africa, though some countries like Japan and Turkey continue to pursue coal development despite international pressure.","ai_generated":true,"unit":"gem-000095#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global coal capacity experienced a net increase of 34.1 GW in 2019, marking the first net increase since 2015. This growth was heavily skewed, with China accounting for nearly two-thirds of the 68.3 GW of newly approved capacity.","ai_generated":true,"unit":"gem-000095#insight-1","date_modified":"2026-10-23"},{"text":"Excluding China, the global coal industry has declined for two consecutive years because the capacity of decommissioned plants (27.2 GW) exceeded the capacity of new plants brought online (24.5 GW).","ai_generated":true,"unit":"gem-000095#insight-2","date_modified":"2026-10-23"},{"text":"Coal plant utilization has reached record lows, with global plants operating at an average of only 51% of their normal operating hours in 2019.","ai_generated":true,"unit":"gem-000095#insight-3","date_modified":"2026-10-23"},{"text":"In the United States, coal plant closures accelerated under President Donald Trump, with an average of 13.7 GW closed per year (2017-2019), which is 67% higher than the 8.2 GW annual average during Barack Obama's tenure (2009-2016).","ai_generated":true,"unit":"gem-000095#insight-4","date_modified":"2026-10-23"},{"text":"Japan has become the leading OECD country for new coal development, with 11.9 GW of plants in development. Additionally, Japanese public financial institutions are funding 24.7 GW of coal capacity abroad.","ai_generated":true,"unit":"gem-000095#insight-5","date_modified":"2026-10-23"},{"text":"Pre-construction coal capacity saw drastic reductions between 2018 and 2019: falling 50% in India, 22% in Southeast Asia, 40% in Africa, and 60% in Latin America.","ai_generated":true,"unit":"gem-000095#insight-6","date_modified":"2026-10-23"},{"text":"Western commercial banks from Australia, Europe, and the US stopped providing direct funding for new coal plants starting construction in 2019, though some still provide financial support to companies that build them.","ai_generated":true,"unit":"gem-000095#insight-7","date_modified":"2026-10-23"},{"text":"China's coal sector is facing severe overcapacity; in 2019, the government shifted 40% of newly licensed capacity (17.9 GW) to emergency backup status to limit its use.","ai_generated":true,"unit":"gem-000095#insight-8","date_modified":"2026-10-23"},{"text":"In India, new coal construction relies heavily on state-backed funding from the Power Finance Corporation (PFC) and Rural Electrification Corporation (REC), as private Indian financial institutions avoid the sector.","ai_generated":true,"unit":"gem-000095#insight-9","date_modified":"2026-10-23"},{"text":"Southeast Asia has seen a sharp decline in new coal starts, with capacity dropping over 85% from 12.8 GW in 2016 to 1.8 GW in 2019, particularly in Indonesia, Vietnam, and the Philippines.","ai_generated":true,"unit":"gem-000095#insight-10","date_modified":"2026-10-23"}],"climate_tags":["coal-fired power station","energy transition","climate finance","carbon dioxide emissions","renewable energy","Paris Agreement","decarbonization","air pollution"],"geography_discussed":["People's Republic of China","United States","European Union","India","Japan","Southeast Asia","Africa","Latin America","Turkey","Vietnam","Indonesia","Philippines","Bangladesh","Pakistan","South Africa","Egypt","Australia"],"frame_perspective":[],"analysis_type":["statistical analysis","trend analysis","financial analysis"]},{"id":"sei-002165","url":"https://climateinsightsdirectory.org/document/sei-002165","title":"Assessing the gender and social equity dimensions of energy transitions","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2020-03","source_url":"https://www.sei.org/wp-content/uploads/2020/04/assessing-the-gender-and-social-equity-dimensions-of-energy-transitions-2020.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that low-carbon energy transitions do not automatically improve social equity and can replicate existing structural inequalities if power asymmetries are not addressed. While some technologies like household solar provide benefits, others—particularly large-scale hydropower and biofuel plantations—often lead to land loss, displacement, and precarious employment. The authors argue that institutional frameworks and participatory processes, rather than the technology itself, determine whether a transition is just.","ai_generated":true,"unit":"sei-002165#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Renewable energy projects do not inherently ensure gender or social equity because they do not automatically address the structural socio-cultural and socio-economic dynamics of the context. Without early intervention, existing power asymmetries regarding resource distribution and access are likely to be replicated in new energy regimes.","ai_generated":true,"unit":"sei-002165#insight-1","date_modified":"2026-10-23"},{"text":"The most frequently documented positive impacts of energy transitions are economic, specifically poverty alleviation and energy self-sufficiency, which are mentioned in 46% of the reviewed literature. Conversely, land loss and displacement are dominant negative impacts, cited in 27% of the literature.","ai_generated":true,"unit":"sei-002165#insight-2","date_modified":"2026-10-23"},{"text":"Energy transitions often shift rather than eliminate gender inequalities. While modern household electricity and solar lanterns can reduce workloads for women (e.g., cooking and firewood collection), evidence suggests this labour is often simply transferred to other domains, such as livestock care, leaving gendered divisions of labour entrenched.","ai_generated":true,"unit":"sei-002165#insight-3","date_modified":"2026-10-23"},{"text":"Biofuel plantations often present a 'double-edged' impact on employment. While they may create initial jobs, these positions are frequently precarious due to unfair land allocation and plantation structures where smallholders receive unequal shares. Long-term land loss can further constrain livelihood options.","ai_generated":true,"unit":"sei-002165#insight-4","date_modified":"2026-10-23"},{"text":"Large-scale renewable projects, including hydropower, mega solar, and wind power, frequently result in the loss of land and livelihood for indigenous and marginalized communities. This is described as echoing 'colonial rationalities' where community interests are sacrificed for broader environmental or market gains.","ai_generated":true,"unit":"sei-002165#insight-5","date_modified":"2026-10-23"},{"text":"Financial barriers, such as high start-up costs and subscription fees for solar technology, can deepen wealth gaps. Poorer families may be excluded from the benefits of electrification or trapped in debt, while wealthier households use the technology to further improve education and health outcomes.","ai_generated":true,"unit":"sei-002165#insight-6","date_modified":"2026-10-23"},{"text":"The report concludes that the outcome of an energy transition is determined by institutions and governance rather than the technology itself. Top-down governance in marginalized communities often constrains local decision-making and ownership.","ai_generated":true,"unit":"sei-002165#insight-7","date_modified":"2026-10-23"}],"climate_tags":["sustainable energy","renewable energy","solar energy","hydropower","biofuel","biodiesel","biomass","wind power","geothermal energy","just transition","gender equality","social equity","energy poverty","indigenous rights"],"geography_discussed":["Asia","Africa","Sweden","Kenya","Laos","Vietnam","Bangladesh","India","Mozambique"],"frame_perspective":[],"analysis_type":["literature review","scoping study"]},{"id":"recourse-000042","url":"https://climateinsightsdirectory.org/document/recourse-000042","title":"CSOs call on the AIIB to extend consultation period for Environmental and Social Framework review","publisher":{"name":"Recourse","organization":"recourse"},"document_type":"statement","language":"en","date_published":"2020-02-21","source_url":"https://re-course.org/newsupdates/csos-call-on-the-aiib-to-extend-consultation-period-for-environmental-and-social-framework-review/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Civil society organizations have urged the Asian Infrastructure Investment Bank (AIIB) to extend the Phase 1 consultation deadline for its Environmental and Social Framework (ESF) review from February 28 to the end of March 2020. The CSOs argue that the current timeframe is too short to provide informed inputs based on field data and that the bank has failed to clarify its theoretical approach and methodology for the review. Additionally, they note that a scheduled workshop on March 9, 2020, organized by the German government, should be allowed to inform the consultation process.","ai_generated":true,"unit":"recourse-000042#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"CSOs are requesting an extension of the Phase 1 Environmental and Social Framework (ESF) review consultation deadline from February 28, 2020, to the end of March 2020.","ai_generated":true,"unit":"recourse-000042#insight-1","date_modified":"2026-10-23"},{"text":"The signatories argue that the AIIB has not provided a formal response regarding the theoretical approach or methodology it will use to conduct the ESF review in relation to its project portfolio since 2016.","ai_generated":true,"unit":"recourse-000042#insight-2","date_modified":"2026-10-23"},{"text":"The CSOs contend that the consultation period is too short to allow for the analysis of field data and researched material gathered from monitoring AIIB projects over the last three years.","ai_generated":true,"unit":"recourse-000042#insight-3","date_modified":"2026-10-23"},{"text":"The request for extension is partly based on the need to integrate outcomes from an ESF workshop scheduled for March 9, 2020, organized by the German government for AIIB Eurozone and Wider Europe government shareholders.","ai_generated":true,"unit":"recourse-000042#insight-4","date_modified":"2026-10-23"}],"climate_tags":["multilateral development bank","Environmental and Social Safeguards"],"geography_discussed":["Indonesia","Armenia","Bangladesh","Netherlands","Sri Lanka","Mongolia","Nepal","United States","Canada","Cambodia","India","Pakistan","Denmark","Philippines","Tajikistan","Germany"],"frame_perspective":[],"analysis_type":["policy advocacy"]},{"id":"costratri-000243","url":"https://climateinsightsdirectory.org/document/costratri-000243","title":"Climate Risks to Indiad Internal Security","publisher":{"name":"The Council on Strategic Risks","organization":"the-council-on-strategic-risks"},"document_type":"briefing","language":"en","date_published":"2020-02-17","source_url":"https://climateandsecurity.files.wordpress.com/2020/03/internalsecurity_shidorebusby.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that while India's current internal security challenges—such as terrorism in Kashmir and Maoist insurgencies—are primarily driven by non-climate factors, future climate change will likely act as a risk multiplier. By 2050, increased temperature volatility, erratic monsoon patterns, and sea-level rise are projected to heighten human vulnerability. The authors identify three primary security pathways: rural unrest driven by agricultural distress and crop failure; tensions within India's federal structure caused by inter-state migration and river water disputes; and urban violence magnified by heat-induced aggression and food price hikes. The report emphasizes that at a 1.5°C global temperature rise, large portions of India enter a high-risk zone, potentially translating environmental stress into state security threats.","ai_generated":true,"unit":"costratri-000243#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"India is highly vulnerable to climate change, with a significant portion of its population and land area entering high-risk zones even at a 1.5°C global mean temperature rise.","ai_generated":true,"unit":"costratri-000243#insight-1","date_modified":"2026-10-23"},{"text":"Climate change is projected to increase the intensity and variability of the Indian summer monsoon, leading to more frequent extreme rainfall bursts and a higher risk of flooding, alongside increased drought risks in the dry season.","ai_generated":true,"unit":"costratri-000243#insight-2","date_modified":"2026-10-23"},{"text":"Sea level rise poses a severe threat to low-lying coastal cities and river deltas; corrected elevation data suggests the vulnerable population in India could increase from 5 million to 36 million by 2050 under a moderate emissions scenario.","ai_generated":true,"unit":"costratri-000243#insight-3","date_modified":"2026-10-23"},{"text":"Agricultural distress, characterized by falling incomes and crop failures, is a primary driver of rural vulnerability that could translate into state security challenges as climate change becomes the dominant stressor on livelihoods.","ai_generated":true,"unit":"costratri-000243#insight-4","date_modified":"2026-10-23"},{"text":"Climate-induced migration and disputes over river water sharing may exacerbate tensions within India's federal structure, potentially fueling ethnic conflict or separatist movements.","ai_generated":true,"unit":"costratri-000243#insight-5","date_modified":"2026-10-23"},{"text":"Environmental disasters may intensify existing insurgencies or alienation from the central government, specifically in regions like Kashmir and the northeast (Assam, Nagaland, and Manipur).","ai_generated":true,"unit":"costratri-000243#insight-6","date_modified":"2026-10-23"},{"text":"Urban areas may experience increased violence due to the 'heat-aggression hypothesis,' where rising temperatures induce violent behavior in socially disadvantaged neighborhoods.","ai_generated":true,"unit":"costratri-000243#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change","sea level rise","extreme weather event","climate migration","land degradation","food security","climate risk","heat wave","tropical cyclone"],"geography_discussed":["Kashmir","Bangladesh","Pakistan","Mumbai","Kolkata"],"frame_perspective":[],"analysis_type":["risk assessment","policy briefing"]},{"id":"costratri-000197","url":"https://climateinsightsdirectory.org/document/costratri-000197","title":"A SECURITY THREAT ASSESSMENT OF GLOBAL CLIMATE CHANGE","publisher":{"name":"The Council on Strategic Risks","organization":"the-council-on-strategic-risks"},"document_type":"report","language":"en","date_published":"2020-02","source_url":"https://climateandsecurity.org/wp-content/uploads/2020/03/a-security-threat-assessment-of-climate-change.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report evaluates global security threats under two warming scenarios: a 'Near Term' scenario (1-2°C) and a 'Medium-Long Term' scenario (2-4+°C). It concludes that even low levels of warming present high to very high risks, while higher warming levels pose catastrophic and potentially irreversible threats to global stability. The analysis is structured around U.S. Geographic Combatant Command areas, detailing how climate-induced physical shocks and social tensions act as threat multipliers that can lead to state failure, resource conflict, and the breakdown of international alliances.","ai_generated":true,"unit":"costratri-000197#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global warming levels of 1-2°C present a 'high-very high' risk to global and homeland security, likely causing intense climate shocks that destabilize vulnerable areas and disrupt key security environments, institutions, and infrastructure.","ai_generated":true,"unit":"costratri-000197#insight-1","date_modified":"2026-10-23"},{"text":"Warming levels of 2-4+°C are categorized as a 'very high-catastrophic' threat, potentially leading to a large-scale breakdown of political institutions, economic and resource stability, and civilian and security infrastructure.","ai_generated":true,"unit":"costratri-000197#insight-2","date_modified":"2026-10-23"},{"text":"In Africa, near-term warming (1-2°C) is expected to cause rapid loss of rural livelihoods and the growth of violent extremist groups, while long-term warming (2-4+°C) may trigger renewed interstate conflicts over water resources and severe humanitarian crises.","ai_generated":true,"unit":"costratri-000197#insight-3","date_modified":"2026-10-23"},{"text":"The Middle East and Central Asia face extreme heat that could exceed human habitability limits in a 2-4+°C scenario, with daily maximums potentially over 60°C (140°F) in some areas.","ai_generated":true,"unit":"costratri-000197#insight-4","date_modified":"2026-10-23"},{"text":"In Europe and Russia, near-term warming may fuel ethno-nationalist sentiments and political volatility, while long-term warming could lead to a breakdown in regional political and security cohesion and significant internal displacement.","ai_generated":true,"unit":"costratri-000197#insight-5","date_modified":"2026-10-23"},{"text":"The Indo-Asia-Pacific region faces existential risks from sea level rise, with a one-meter rise potentially displacing 37 million people and threatening megacities such as Mumbai, Bangkok, and Jakarta.","ai_generated":true,"unit":"costratri-000197#insight-6","date_modified":"2026-10-23"},{"text":"North America faces risks from more intense hurricanes and wildfires in the near term, and potentially catastrophic infrastructure loss in the long term, with sea level rise potentially sinking $507 billion in coastal infrastructure.","ai_generated":true,"unit":"costratri-000197#insight-7","date_modified":"2026-10-23"},{"text":"In South and Central America and the Caribbean, climate change is expected to drive agricultural collapse and increase the influence of transnational criminal groups and traffickers as local security institutions are strained.","ai_generated":true,"unit":"costratri-000197#insight-8","date_modified":"2026-10-23"},{"text":"Climate change acts as a 'threat-multiplier,' where physical shocks like resource scarcity and extreme weather interact with fragile social and political systems to accelerate existing tensions and instability.","ai_generated":true,"unit":"costratri-000197#insight-9","date_modified":"2026-10-23"},{"text":"The report recommends that the world achieve net-zero global emissions as quickly as possible and 'climate-proof' critical infrastructure and institutions to build resilience against unavoidable impacts.","ai_generated":true,"unit":"costratri-000197#insight-10","date_modified":"2026-10-23"}],"climate_tags":["national security","sea level rise","water scarcity","food security","extreme weather event","Net-zero emissions","climate change adaptation","climate change mitigation","geoengineering"],"geography_discussed":["Africa","Middle East","Central Asia","Europe","Russia","Indo-Asia-Pacific","North America","South America","Central America","Caribbean","United States","Arctic","Egypt","Ethiopia","Nigeria","Kenya","Niger","Bangladesh","People's Republic of China","India","Vietnam","Indonesia","Canada","Mexico","Brazil","Venezuela"],"frame_perspective":[],"analysis_type":["threat assessment","scenario analysis","regional analysis"]},{"id":"glorespar-000157","url":"https://climateinsightsdirectory.org/document/glorespar-000157","title":"RESILIENCE AND SUSTAINABLE PEACE","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"research paper","language":"en","date_published":"2020-02","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2020/08/resilience-and-sustainable-peace_grp_graid_background-paper-2020-002.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper advocates for a systemic shift in peacebuilding and development, moving away from linear causal models toward resilience thinking to address the interconnected risks of the Anthropocene. It highlights how climate change acts as a risk multiplier, potentially triggering violent conflict through forced migration and resource competition. The authors emphasize that systemic risks, such as hydrological teleconnections and global food system dependencies, require anticipatory management tools and a focus on social capital to sustain peace and prevent system collapse.","ai_generated":true,"unit":"glorespar-000157#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Resilience thinking challenges traditional development and risk management by recognizing that local vulnerabilities are shaped by global and transboundary processes, meaning local resilience requires addressing distal drivers of instability.","ai_generated":true,"unit":"glorespar-000157#insight-1","date_modified":"2026-10-23"},{"text":"Climate change is projected to cause significant forced displacement, with the World Bank estimating more than 140 million new migrants in Latin America, South Asia, and Sub-Saharan Africa by 2050.","ai_generated":true,"unit":"glorespar-000157#insight-2","date_modified":"2026-10-23"},{"text":"The Anthropocene is characterized by a 'Great Acceleration' of socio-economic and Earth system trends that have pushed the planet into conditions unseen in the last 1.2 million years, threatening the stability that allowed human societies to thrive during the Holocene.","ai_generated":true,"unit":"glorespar-000157#insight-3","date_modified":"2026-10-23"},{"text":"Systemic risks in the Anthropocene are hyper-connected, where a crisis in one domain, such as ecosystem health, can trigger unbounded risks across interdependent domains including financial systems, food and water supplies, and global climate.","ai_generated":true,"unit":"glorespar-000157#insight-4","date_modified":"2026-10-23"},{"text":"Hydrological teleconnections illustrate how sustainable agricultural improvements in one region can negatively impact another; for example, reduced irrigation in India could decrease rainfall in East Africa, potentially triggering migration and resource conflict.","ai_generated":true,"unit":"glorespar-000157#insight-5","date_modified":"2026-10-23"},{"text":"The global food system is increasingly vulnerable to systemic shocks due to the shift in aquaculture from wild-caught fish to crop-based feeds, making seafood production susceptible to land-based droughts and pest outbreaks.","ai_generated":true,"unit":"glorespar-000157#insight-6","date_modified":"2026-10-23"},{"text":"Effective peacebuilding in complex adaptive systems requires moving beyond linear theories of change to a relational approach based on repeated monitoring, experimentation, and the building of social capital to preempt conflict.","ai_generated":true,"unit":"glorespar-000157#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate migration","food security","biodiversity loss","aquaculture"],"geography_discussed":["sub-Saharan Africa","South Asia","Latin America","Indonesia","India","East Africa","Bangladesh","Burkina Faso","Cameroon","Egypt","Yemen"],"frame_perspective":[],"analysis_type":["theoretical framework","risk assessment"]},{"id":"iisd-002958","url":"https://climateinsightsdirectory.org/document/iisd-002958","title":"Gender and Fossil Fuel Subsidy Reform in Bangladesh","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2020-02","source_url":"https://www.iisd.org/system/files/publications/gender-fossil-fuel-subsidy-reform-bangladesh.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that kerosene subsidies in Bangladesh are largely ineffective, as official price cuts are not passed to consumers and many poor households remain unaware of the subsidies. While women are primarily exposed to the health risks of kerosene and biomass cooking, men dominate energy purchasing and decision-making. The study suggests that instead of reforming the kerosene subsidy, the government should shift support toward clean energy alternatives like solar PV and grid electricity, which 69% of households believe would most benefit women.","ai_generated":true,"unit":"iisd-002958#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Kerosene subsidies in Bangladesh are ineffective because official price reductions are not passed to consumers, and there is widespread lack of awareness among the poor. A 2016 price cut from BDT 68 to 65 per litre was not reflected in retail prices, which averaged BDT 77 per litre, approximately 14% higher than the official price. Furthermore, 95% of surveyed households were unaware of the subsidy and over 80% did not know the official price.","ai_generated":true,"unit":"iisd-002958#insight-1","date_modified":"2026-10-23"},{"text":"Men hold primary control over energy procurement and decision-making, despite women being the primary users of energy for cooking. Men are responsible for purchasing kerosene in more than 94% of households. Decisions regarding energy sources for lighting and cooking are made solely by the husband or father in 46% and 39% of households, respectively.","ai_generated":true,"unit":"iisd-002958#insight-2","date_modified":"2026-10-23"},{"text":"Women face disproportionate exposure to indoor air pollution due to their role as primary cooks, spending an average of 80 minutes daily on cooking activities. While 99% of households expressed a desire to switch from kerosene to electricity, awareness of the specific health impacts of kerosene remains low.","ai_generated":true,"unit":"iisd-002958#insight-3","date_modified":"2026-10-23"},{"text":"Hypothetical kerosene price increases would likely lead households to reduce food expenditure, potentially increasing the vulnerability of women and girls. In the event of a 50% price increase, 67% of households would reduce kerosene use and expenditure on other goods, such as food, while increasing income-generating activities (IGAs).","ai_generated":true,"unit":"iisd-002958#insight-4","date_modified":"2026-10-23"},{"text":"Access to electricity is perceived as the most beneficial service for women, with 45% of women not currently in income-generating activities stating they would start an IGA if they had access to grid or solar electricity.","ai_generated":true,"unit":"iisd-002958#insight-5","date_modified":"2026-10-23"},{"text":"Regression analysis indicates that while female students study less on average than males, they are less sensitive to kerosene price increases in terms of reduced study and leisure time.","ai_generated":true,"unit":"iisd-002958#insight-6","date_modified":"2026-10-23"},{"text":"The kerosene supply chain is characterized by high profit margins for retail sellers and inefficiencies. Retailers enjoy the highest profit margin (56–65% of the markup price), while depots have the lowest (16-18%).","ai_generated":true,"unit":"iisd-002958#insight-7","date_modified":"2026-10-23"}],"climate_tags":["fossil fuel subsidy","energy access","household air pollution","gender equality","energy transition","clean cooking"],"geography_discussed":["Rangpur District","Chattogram District","Barishal District","India","Nigeria","Indonesia"],"frame_perspective":[],"analysis_type":["gender analysis","economic impact assessment","policy evaluation"]},{"id":"iisd-002961","url":"https://climateinsightsdirectory.org/document/iisd-002961","title":"Gender and Fossil Fuel Subsidy Reform in Nigeria","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2020-02","source_url":"https://www.iisd.org/system/files/publications/gender-fossil-fuel-subsidy-reform-nigeria.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that kerosene subsidies in Nigeria were largely ineffective, as most low-income households paid significantly above the official price and women faced long queues and safety risks from adulterated fuel. The 2016 removal of these subsidies further strained women's budgets, pushing many in rural areas back toward biomass for cooking, which increases exposure to indoor air pollution and time spent collecting wood. While women often control daily energy choices, men typically own the electronic appliances. The report recommends against returning to kerosene or LPG subsidies, suggesting instead a shift toward technology-neutral clean cooking support and social protection programs targeted at female heads of households.","ai_generated":true,"unit":"iisd-002961#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Kerosene subsidies failed to provide low-cost fuel to poor women; no surveyed households paid the official price of NGN 50 per litre in 2015, with prices in Lagos being four times higher and in Imo more than six times higher.","ai_generated":true,"unit":"iisd-002961#insight-1","date_modified":"2026-10-23"},{"text":"The removal of kerosene subsidies in 2016 negatively impacted women by increasing prices and maintaining fuel scarcity, leading many to revert to biomass. In Imo, 50% of households and in Lagos 18% reported they would use more biomass as a result of price hikes.","ai_generated":true,"unit":"iisd-002961#insight-2","date_modified":"2026-10-23"},{"text":"Women bear a disproportionate burden of energy poverty because they are primarily responsible for cooking and are the main purchasers of kerosene and firewood, making their incomes more vulnerable to price increases.","ai_generated":true,"unit":"iisd-002961#insight-3","date_modified":"2026-10-23"},{"text":"The use of biomass for cooking creates significant opportunity costs for women, with survey data showing they spend 10 to 30 minutes daily collecting wood, which detracts from income-generating and family tasks.","ai_generated":true,"unit":"iisd-002961#insight-4","date_modified":"2026-10-23"},{"text":"There is a gender gap in energy decision-making: while women often decide on cooking and lighting fuels, men typically purchase and own electronic appliances, influencing the choice of energy-using devices.","ai_generated":true,"unit":"iisd-002961#insight-5","date_modified":"2026-10-23"},{"text":"Low-income households prioritize social support over energy subsidies, preferring government assistance for jobs, health, financial support, and education over access to modern energy.","ai_generated":true,"unit":"iisd-002961#insight-6","date_modified":"2026-10-23"},{"text":"The kerosene distribution system was plagued by corruption and inefficiency, forcing women to queue for hours or rely on informal dealers who sell adulterated fuel, increasing the risk of domestic explosions.","ai_generated":true,"unit":"iisd-002961#insight-7","date_modified":"2026-10-23"}],"climate_tags":["fossil fuel subsidy","biomass","clean cooking","energy access","household air pollution","renewable energy","gender equality","energy poverty"],"geography_discussed":["Lagos","Imo State","India","Bangladesh","Indonesia"],"frame_perspective":[],"analysis_type":["gender analysis","policy evaluation","socio-economic impact assessment"]},{"id":"napglob-000225","url":"https://climateinsightsdirectory.org/document/napglob-000225","title":"Coordinating Climate-Resilient Development","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"briefing","language":"en","date_published":"2020-02","source_url":"https://napglobalnetwork.org/wp-content/uploads/2020/02/napgn-en-2020-the-nap-process-and-peacebuilding.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that the National Adaptation Plan (NAP) process is uniquely suited to support peacebuilding in fragile states because its long-term, holistic, and participatory nature aligns with the timelines and goals of conflict recovery. It highlights that climate risks and conflict often share drivers, such as poverty and weak governance, and that failure to adapt can exacerbate resource competition. The briefing provides examples of countries like Sudan, Burkina Faso, and Palestine that have integrated conflict dynamics into their NAPs, while noting ongoing challenges such as the lack of climate data in conflict zones and the exclusion of refugees from planning processes.","ai_generated":true,"unit":"napglob-000225#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a significant overlap between states that are the most fragile and those most vulnerable to climate change and least prepared to adapt, as exemplified by Somalia, which is ranked as the most vulnerable to climate change and the second most fragile.","ai_generated":true,"unit":"napglob-000225#insight-1","date_modified":"2026-10-23"},{"text":"Conflict and climate change can be mutually reinforcing; climate impacts can trigger or exacerbate conflict, while violence weakens the governance and institutions necessary for building climate resilience.","ai_generated":true,"unit":"napglob-000225#insight-2","date_modified":"2026-10-23"},{"text":"Fragile states face severe barriers to adaptation, including the destruction of climate data infrastructure (e.g., the Taliban burning archives in Afghanistan), the suspension of technical training, and the diversion of funding toward immediate humanitarian needs over long-term adaptation.","ai_generated":true,"unit":"napglob-000225#insight-3","date_modified":"2026-10-23"},{"text":"The NAP process is well-positioned to support peacebuilding because its medium- and long-term timelines align with the decades-long recovery period of conflict-affected economies, and its participatory nature can build trust among marginalized groups.","ai_generated":true,"unit":"napglob-000225#insight-4","date_modified":"2026-10-23"},{"text":"Several countries use their NAPs to prevent climate-related conflict, specifically regarding land and water use among pastoralists and farmers in Togo, Kenya, Ethiopia, Cameroon, Sudan, and Burkina Faso.","ai_generated":true,"unit":"napglob-000225#insight-5","date_modified":"2026-10-23"},{"text":"In some cases, conflict is identified as a primary driver of climate vulnerability that limits adaptation options, such as in the State of Palestine, where restrictions on movement and imports constrain the ability to implement adaptation measures.","ai_generated":true,"unit":"napglob-000225#insight-6","date_modified":"2026-10-23"},{"text":"Despite the potential of the NAP process, critical gaps remain, including the failure to account for transboundary risks, the difficulty of implementing plans during active conflict, and the exclusion of refugees from adaptation decision-making.","ai_generated":true,"unit":"napglob-000225#insight-7","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","climate change adaptation","climate finance","Green Climate Fund","water scarcity"],"geography_discussed":["Somalia","Sudan","Mali","Rwanda","Afghanistan","Bangladesh","Central African Republic","Zimbabwe","Togo","Kenya","Ethiopia","Cameroon","Burkina Faso","Brazil","Colombia","Chile","Palestine","South Kordofan"],"frame_perspective":[],"analysis_type":["policy analysis","case study"]},{"id":"napglob-000376","url":"https://climateinsightsdirectory.org/document/napglob-000376","title":"Le processus de PNA et la consolidation de la paix","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"briefing","language":"fr","date_published":"2020-02","source_url":"https://napglobalnetwork.org/wp-content/uploads/2020/10/napgn-fr-2020-the-nap-process-and-peacebuilding.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that for fragile states, climate change and conflict often share drivers and mutually reinforce each other, making the integration of adaptation planning and peacebuilding essential. It highlights how the NAP process, through its long-term, holistic, and participatory nature, can serve as a platform for conflict prevention and trust-building. The text provides examples from countries like Sudan, Burkina Faso, and Palestine where climate adaptation is used to mitigate resource-based conflicts or where active conflict severely hinders adaptation capacity. It concludes by identifying key challenges, including the need for transboundary planning and the inclusion of marginalized populations like refugees.","ai_generated":true,"unit":"napglob-000376#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Fragile states often exhibit the highest climate vulnerabilities globally due to a combination of high sensitivity to climate risks, economic dependence on climate-sensitive sectors like agriculture, and histories of weak governance, conflict, and poverty.","ai_generated":true,"unit":"napglob-000376#insight-1","date_modified":"2026-10-23"},{"text":"Climate risks and conflict risks frequently share the same drivers, including poverty, historical inequalities, marginalization, and institutional weakness, creating a cycle where climate impacts can trigger conflict and violence in turn weakens the governance needed for climate resilience.","ai_generated":true,"unit":"napglob-000376#insight-2","date_modified":"2026-10-23"},{"text":"Conflict severely impairs the technical capacity for climate adaptation by destroying meteorological infrastructure and causing the loss of skilled personnel; for example, in Rwanda, rain gauge stations dropped from 100 in 1990 to nearly zero after the 1994 genocide, and in Afghanistan, the Taliban closed the national meteorological authority and burned archives in 1996.","ai_generated":true,"unit":"napglob-000376#insight-3","date_modified":"2026-10-23"},{"text":"The NAP process is well-suited for peacebuilding because its medium- and long-term timelines align with the duration required for economic recovery from major conflict, which averages 22 years.","ai_generated":true,"unit":"napglob-000376#insight-4","date_modified":"2026-10-23"},{"text":"Several countries use NAPs as a mechanism to prevent conflicts over shared natural resources, specifically water and land, particularly between pastoralists and farmers in Togo, Kenya, Ethiopia, Cameroon, Sudan, and Burkina Faso.","ai_generated":true,"unit":"napglob-000376#insight-5","date_modified":"2026-10-23"},{"text":"In some cases, active conflict is identified as a primary source of climate vulnerability that limits adaptation options; the State of Palestine's NAP notes that Israeli airstrikes in 2008, 2012, and 2014 destroyed agricultural facilities, and ongoing restrictions on movement and technology imports hinder adaptation.","ai_generated":true,"unit":"napglob-000376#insight-6","date_modified":"2026-10-23"},{"text":"Despite the inclusive goals of the NAP process, certain highly vulnerable groups, such as refugees, are generally absent from existing NAP processes in both host and destination countries.","ai_generated":true,"unit":"napglob-000376#insight-7","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","climate change adaptation","climate finance","climate migration"],"geography_discussed":["Somalia","Central African Republic","Sudan","Afghanistan","Zimbabwe","Mali","Rwanda","Bangladesh","Togo","Kenya","Ethiopia","Cameroon","Burkina Faso","Brazil","Colombia","Chile","Palestine","Gaza Strip","West Bank"],"frame_perspective":[],"analysis_type":["policy briefing","case study analysis"]},{"id":"ciel-000327","url":"https://climateinsightsdirectory.org/document/ciel-000327","title":"Economic, Social, and Cultural Rights Obligations of States in the Context of Climate Change","publisher":{"name":"Center for International Environmental Law","organization":"center-for-international-environmental-law"},"document_type":"briefing","language":"en","date_published":"2020","source_url":"https://www.ciel.org/wp-content/uploads/2020/03/CESCR.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines how the Committee on Economic, Social and Cultural Rights (CESCR) integrates climate change into its monitoring of the International Covenant on Economic, Social and Cultural Rights (ICESCR). It details the Committee's use of General Comments, Joint Statements, and State reporting procedures to hold States accountable for climate-related impacts on rights such as health, food, and water. Key findings emphasize that States must implement emissions cuts reflecting the \"highest possible ambition,\" regulate private actors to prevent climate harm, and ensure that high-income States provide climate finance to developing nations beyond existing official development assistance. The briefing also analyzes trends in the Committee's Concluding Observations from 2008 to 2019, noting a higher frequency of climate-related recommendations for developed countries and a strong focus on mitigation, adaptation, and international cooperation.","ai_generated":true,"unit":"ciel-000327#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"To align with human rights obligations, national climate commitments under the Paris Agreement must demonstrate the \"highest possible ambition,\" which includes phasing out fossil fuels, promoting renewable energy, and combating deforestation.","ai_generated":true,"unit":"ciel-000327#insight-1","date_modified":"2026-10-23"},{"text":"States have a duty to regulate private actors to prevent them from worsening climate change and to hold these actors accountable for harms caused both within their own borders and extraterritorially.","ai_generated":true,"unit":"ciel-000327#insight-2","date_modified":"2026-10-23"},{"text":"High-income States are obligated to provide climate finance and support for adaptation in developing countries, and this support should be provided in addition to current official development assistance.","ai_generated":true,"unit":"ciel-000327#insight-3","date_modified":"2026-10-23"},{"text":"Between 2008 and 2019, the CESCR issued climate-related recommendations in 10.8% of all State reviews, with developed countries receiving 55% of these recommendations.","ai_generated":true,"unit":"ciel-000327#insight-4","date_modified":"2026-10-23"},{"text":"The CESCR's climate-related Concluding Observations are distributed relatively evenly across four categories: mitigation, adaptation, international cooperation, and procedural rights, showing a higher proportion of mitigation focus compared to other human rights treaty bodies like CEDAW and CRC.","ai_generated":true,"unit":"ciel-000327#insight-5","date_modified":"2026-10-23"},{"text":"The Committee emphasizes that climate change disproportionately affects marginalized and vulnerable groups, including women, children, persons with disabilities, indigenous peoples, and those in rural areas.","ai_generated":true,"unit":"ciel-000327#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate finance","climate change mitigation","climate change adaptation","international cooperation","Paris Agreement","fossil-fuel phase-out","renewable energy","deforestation","just transition","Kyoto Protocol","United Nations Framework Convention on Climate Change"],"geography_discussed":["Ukraine","Germany","Russia","Switzerland","Argentina","Ecuador","Australia","Bangladesh","Cape Verde","Mauritius","Canada","New Zealand","Denmark"],"frame_perspective":[],"analysis_type":["legal analysis","policy synthesis","trend analysis"]},{"id":"clipolin-001260","url":"https://climateinsightsdirectory.org/document/clipolin-001260","title":"ENERGIZING FINANCE: UNDERSTANDING THE LANDSCAPE","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"en","date_published":"2020","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2020/11/SEforALL-Understanding-the-Landscape-2020-Final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds a chronic underinvestment in energy access across high-impact countries, with actual finance for residential electricity in 2018 (USD 16.1 billion) reaching less than half of the required annual investment (USD 41 billion). It highlights a concerning trend of increasing fossil fuel finance, particularly in Bangladesh, while financing for grid-connected renewables declined for the first time since 2013. Clean cooking finance remains critically low at USD 131.5 million, far below the estimated USD 4.5 billion needed annually. The report emphasizes that investment is disproportionately concentrated in a few countries, leaving many Sub-Saharan African nations with minimal support. It advocates for policy reforms, the termination of fossil fuel financing, and a more rigorous methodological framework for tracking gender-focused energy finance.","ai_generated":true,"unit":"clipolin-001260#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Annual investment for universal residential electrification in high-impact countries (HICs) is estimated at USD 41 billion, but only USD 16.1 billion was tracked in 2018.","ai_generated":true,"unit":"clipolin-001260#insight-1","date_modified":"2026-10-23"},{"text":"Finance for clean cooking in HICs reached USD 131.5 million in 2018, which is substantially below the estimated annual requirement of USD 4.5 billion for Sub-Saharan Africa and South and Southeast Asia.","ai_generated":true,"unit":"clipolin-001260#insight-2","date_modified":"2026-10-23"},{"text":"Fossil fuel electricity finance in HICs increased significantly in 2018, reaching USD 21.7 billion, while grid-connected renewable energy finance fell to USD 18.0 billion from USD 21.9 billion in 2017.","ai_generated":true,"unit":"clipolin-001260#insight-3","date_modified":"2026-10-23"},{"text":"Investment is heavily concentrated in a few countries; Bangladesh, India, Pakistan, and Tanzania received 88 percent of total electricity finance commitments in 2018.","ai_generated":true,"unit":"clipolin-001260#insight-4","date_modified":"2026-10-23"},{"text":"Sub-Saharan Africa (SSA) is severely underfunded, receiving only USD 3.3 billion in 2018, which is less than 20 percent of its estimated annual requirement of USD 20.4 billion for universal household electricity access.","ai_generated":true,"unit":"clipolin-001260#insight-5","date_modified":"2026-10-23"},{"text":"Bangladesh was the primary destination for clean cooking finance in 2018, accounting for 47 percent of total tracked investment and 78 percent of all public finance.","ai_generated":true,"unit":"clipolin-001260#insight-6","date_modified":"2026-10-23"},{"text":"Investment in off-grid and mini-grid solutions remains very low, totaling USD 460 million in 2018, representing only 1-1.5 percent of total electricity finance.","ai_generated":true,"unit":"clipolin-001260#insight-7","date_modified":"2026-10-23"},{"text":"China was the largest international provider of electricity finance, with approximately 95 percent (USD 9 billion) of its funding supporting fossil fuel projects in HICs.","ai_generated":true,"unit":"clipolin-001260#insight-8","date_modified":"2026-10-23"},{"text":"Rwanda's success in increasing electricity access from 10 percent in 2010 to 35 percent in 2018 is attributed to robust policies, including a national electrification plan and the restructuring of energy agencies.","ai_generated":true,"unit":"clipolin-001260#insight-9","date_modified":"2026-10-23"},{"text":"Development finance for energy projects with a gender equality objective is low, representing only 9 percent of total energy sector development finance in 2018.","ai_generated":true,"unit":"clipolin-001260#insight-10","date_modified":"2026-10-23"}],"climate_tags":["clean cooking","fossil fuel finance","renewable energy","Mini-grids","climate finance","gender equality","energy efficiency","Paris Agreement","Nationally Determined Contributions"],"geography_discussed":["Bangladesh","Rwanda","India","Indonesia","People's Republic of China","Kenya","Tanzania","Mozambique","Uganda","Ethiopia","Congo (DR)","Pakistan","Ghana"],"frame_perspective":[],"analysis_type":["financial tracking","policy analysis","case study"]},{"id":"iisd-001165","url":"https://climateinsightsdirectory.org/document/iisd-001165","title":"Den Hunger beenden, die Einkommen steigern und das Klima schützen: Was würde das die Geldgeber kosten?","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"de","date_published":"2020","source_url":"https://ceres2030.iisd.org//wp-content/uploads/2020/11/ceres2030-de-what-would-it-cost_to_donors.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that donors must double their current annual contributions to food security, adding 14 billion USD per year, while low- and middle-income countries must provide an additional 19 billion USD annually through taxes. These combined investments of 33 billion USD per year would prevent 490 million people from hunger and double the incomes of 545 million smallholders. The analysis emphasizes that Africa has the highest need for these funds and recommends a balanced investment strategy across three categories: enabling inclusion, on-farm productivity, and post-harvest food systems.","ai_generated":true,"unit":"iisd-001165#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"To achieve the goals of ending hunger and doubling smallholder incomes while adhering to Paris Agreement greenhouse gas emission limits, donors need to contribute an additional 14 billion USD per year. This represents a doubling of current annual donor contributions for food and nutrition security, which average 12 billion USD.","ai_generated":true,"unit":"iisd-001165#insight-1","date_modified":"2026-10-23"},{"text":"Official Development Assistance (ODA) alone is insufficient; low- and middle-income countries must raise an average of 19 billion USD more per year through increased tax revenues.","ai_generated":true,"unit":"iisd-001165#insight-2","date_modified":"2026-10-23"},{"text":"The total additional public spending is estimated to save 490 million people from hunger and double the average incomes of 545 million smallholders, while keeping agricultural greenhouse gas emissions within Paris Agreement commitments. Furthermore, these public investments are expected to trigger an average of 52 billion USD in additional annual private investments from both small and large-scale producers.","ai_generated":true,"unit":"iisd-001165#insight-3","date_modified":"2026-10-23"},{"text":"Africa is the region with the greatest need for additional funding, as it is projected that over half of the world's undernourished population will live on the continent by 2030. Two-thirds of the additional public spending required to meet the goals are needed in Africa.","ai_generated":true,"unit":"iisd-001165#insight-4","date_modified":"2026-10-23"},{"text":"The optimal investment strategy requires a balanced combination of three intervention categories: (1) enabling inclusion (e.g., social safety nets and vocational education), (2) on-farm measures (e.g., R&D, irrigation, and fertilizer subsidies), and (3) post-harvest food systems (e.g., storage and rural roads).","ai_generated":true,"unit":"iisd-001165#insight-5","date_modified":"2026-10-23"},{"text":"Early spending is critical, particularly for investments in Research & Development (R&D), which require more time to implement but offer higher long-term returns.","ai_generated":true,"unit":"iisd-001165#insight-6","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","Paris Agreement","food system","climate change","agroforestry","agricultural productivity","climate finance"],"geography_discussed":["Africa","South Asia","South America","Ethiopia","Bangladesh","Ghana","Guatemala","Malawi","Nigeria","Rwanda","Zambia","Senegal","Tanzania","Uganda"],"frame_perspective":[],"analysis_type":["economic modeling","cost-benefit analysis","policy assessment"]},{"id":"iisd-001166","url":"https://climateinsightsdirectory.org/document/iisd-001166","title":"Éradiquer la faim, accroître les revenus et protéger le climat : Combien cela coûterait-il aux donateurs ?","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"fr","date_published":"2020","source_url":"https://ceres2030.iisd.org//wp-content/uploads/2020/11/ceres2030-fr-what-would-it-cost_to_donors.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that achieving Sustainable Development Goal 2 (Zero Hunger) targets by 2030 requires an additional 33 billion USD per year in public spending. This total is split between an additional 14 billion USD from international donors and 19 billion USD from low- and middle-income countries through increased taxation. These investments, focused heavily on Africa, would prevent 490 million people from suffering from hunger and double the incomes of 545 million small-scale producers while adhering to Paris Agreement climate commitments. The proposed funding is distributed across three intervention categories: empowering the excluded, on-farm productivity, and food movement.","ai_generated":true,"unit":"iisd-001166#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"To eradicate hunger and double the incomes of small-scale producers by 2030, international donors must increase their annual contributions by 14 billion USD. This effectively means doubling current spending, as donors currently allocate 12 billion USD per year to food security and nutrition.","ai_generated":true,"unit":"iisd-001166#insight-1","date_modified":"2026-10-23"},{"text":"Official Development Assistance (ODA) alone is insufficient; low- and middle-income countries must provide an additional average of 19 billion USD per year through increased taxation to meet the goals.","ai_generated":true,"unit":"iisd-001166#insight-2","date_modified":"2026-10-23"},{"text":"The combined additional public investment of 33 billion USD per year is estimated to prevent 490 million people from suffering from hunger and double the average incomes of 545 million small-scale producers, while keeping agricultural greenhouse gas emissions below Paris Agreement commitments.","ai_generated":true,"unit":"iisd-001166#insight-3","date_modified":"2026-10-23"},{"text":"Additional public spending is expected to catalyze an average of 52 billion USD per year in additional private investment within the primary food and processed food sectors.","ai_generated":true,"unit":"iisd-001166#insight-4","date_modified":"2026-10-23"},{"text":"Africa is the region with the highest need for additional resources, as it is projected to have the highest concentration of undernourished people by 2030. Consequently, two-thirds of additional public spending should be directed toward Africa.","ai_generated":true,"unit":"iisd-001166#insight-5","date_modified":"2026-10-23"},{"text":"The report proposes a balanced investment strategy across three categories: 'Empowering the Excluded' (social protection and vocational training), 'On-Farm' (R&D, inputs, irrigation, and extension services), and 'Food in Motion' (roads and storage to reduce post-harvest losses).","ai_generated":true,"unit":"iisd-001166#insight-6","date_modified":"2026-10-23"}],"climate_tags":["food system","greenhouse gas emissions","Paris Agreement","climate change adaptation","agroforestry","climate finance","Nationally Determined Contributions","carbon tax"],"geography_discussed":["Africa","Bangladesh","Ethiopia","Ghana","Guatemala","Malawi","Nigeria","Uganda","Rwanda","Senegal","Tanzania","Zambia","Democratic Republic of the Congo","South Sudan","Eritrea"],"frame_perspective":[],"analysis_type":["economic modeling","cost estimation","policy analysis"]},{"id":"iisd-001167","url":"https://climateinsightsdirectory.org/document/iisd-001167","title":"Ending Hunger, Increasing Incomes, and Protecting the Climate: What would it cost donors?","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2020","source_url":"https://ceres2030.iisd.org//wp-content/uploads/2020/10/ceres2030-what-would-it-cost_.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that donors must provide an additional USD 14 billion per year, and low- and middle-income countries must provide USD 19 billion per year, to achieve SDG 2 targets by 2030 while respecting climate commitments. This investment would prevent 490 million people from experiencing hunger and double the incomes of 545 million small-scale producers. The authors emphasize that Africa has the greatest need for these resources and that a balanced portfolio of interventions—spanning social protection, on-farm productivity, and market access—is essential for success.","ai_generated":true,"unit":"iisd-001167#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"To end hunger and double the incomes of small-scale producers while adhering to Paris Agreement greenhouse gas emission limits, donors must contribute an additional USD 14 billion per year until 2030. This represents a doubling of current donor spending, which averages USD 12 billion per year on food security and nutrition.","ai_generated":true,"unit":"iisd-001167#insight-1","date_modified":"2026-10-23"},{"text":"Official development assistance (ODA) alone is insufficient; low- and middle-income countries must provide an additional average of USD 19 billion per year through increased taxation.","ai_generated":true,"unit":"iisd-001167#insight-2","date_modified":"2026-10-23"},{"text":"The combined additional public spending of USD 33 billion per year is estimated to prevent 490 million people from experiencing hunger and double the incomes of 545 million small-scale producers on average. Furthermore, this public investment is expected to trigger an average of USD 52 billion in annual private investment in primary and processed food sectors.","ai_generated":true,"unit":"iisd-001167#insight-3","date_modified":"2026-10-23"},{"text":"Africa is the region with the most significant need for additional resources, as it is projected to have the highest concentration of the global undernourished population by 2030. Two-thirds of the required additional public spending is needed in Africa.","ai_generated":true,"unit":"iisd-001167#insight-4","date_modified":"2026-10-23"},{"text":"Achieving the targets requires a balanced portfolio of 14 policy instruments across three categories: 'empower the excluded' (e.g., social safety nets, vocational training), 'on the farm' (e.g., R&D, irrigation, fertilizer subsidies), and 'food on the move' (e.g., roads, storage).","ai_generated":true,"unit":"iisd-001167#insight-5","date_modified":"2026-10-23"},{"text":"The timing of spending is critical; early investment in long-term interventions like research and development (R&D) provides a higher payoff and prevents the increase of total monetary costs associated with delays.","ai_generated":true,"unit":"iisd-001167#insight-6","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","climate change","food system","Paris Agreement","Nationally Determined Contributions","agroforestry","climate resilience","biodiversity loss"],"geography_discussed":["Bangladesh","Ethiopia","Ghana","Guatemala","Malawi","Nigeria","Rwanda","Senegal","Tanzania","Uganda","Zambia","South Asia","South America"],"frame_perspective":[],"analysis_type":["economic modelling","cost estimation","policy analysis"]},{"id":"iisd-001437","url":"https://climateinsightsdirectory.org/document/iisd-001437","title":"G20 Scorecard of Fossil Fuel Funding OECD Member Country Evidence","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"fact sheet","language":"en","date_published":"2020","source_url":"https://www.iisd.org/system/files/2020-11/g20-scorecard-japan.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Japan is ranked second among G20 OECD member countries for its low level of support for fossil fuel use, yet it remains the second-highest supplier of public finance for fossil fuel projects. While overall support dropped by 48%, Japan increased public finance for coal production by 944% relative to the 2014–2016 average. The document highlights significant transparency gaps and the continued funding of coal and LNG projects in countries like Bangladesh, Vietnam, and Indonesia.","ai_generated":true,"unit":"iisd-001437#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Japan is the second-highest public financier of fossil fuel projects among G20 OECD members, providing an annual average of USD 8.3 billion from 2017 to 2018. This funding primarily supports coal and liquefied natural gas projects abroad, specifically in Indonesia, Vietnam, and Bangladesh, where local communities have contested them due to climate and health impacts.","ai_generated":true,"unit":"iisd-001437#insight-1","date_modified":"2026-10-23"},{"text":"Despite an overall 48% drop in fossil fuel support, Japan significantly increased its public finance for coal production to USD 1.1 billion (2017–2018 average), representing a 944% increase compared to the 2014–2016 average.","ai_generated":true,"unit":"iisd-001437#insight-2","date_modified":"2026-10-23"},{"text":"Japan's transparency regarding fossil fuel funding is poor; only the Japan International Cooperation Agency publishes a comprehensive project list among five public finance institutions. Additionally, Japan has not committed to a G20 peer review of its fossil fuel subsidies.","ai_generated":true,"unit":"iisd-001437#insight-3","date_modified":"2026-10-23"},{"text":"In July 2020, Japan introduced a policy to stop financing overseas coal plants in countries lacking a decarbonization policy, but the policy includes exceptions for projects already under consideration or those using \"highly efficient\" technology.","ai_generated":true,"unit":"iisd-001437#insight-4","date_modified":"2026-10-23"},{"text":"Between 2017 and 2019, Japan's average total government support to fossil fuels was USD 10.4 billion, consisting of USD 2.1 billion in direct transfers and USD 8.3 billion in public finance.","ai_generated":true,"unit":"iisd-001437#insight-5","date_modified":"2026-10-23"}],"climate_tags":["fossil fuel subsidy","public finance","coal power","liquefied natural gas","climate finance"],"geography_discussed":["Bangladesh","Vietnam","Indonesia"],"frame_perspective":[],"analysis_type":["scorecard","fact sheet"]},{"id":"iisd-002122","url":"https://climateinsightsdirectory.org/document/iisd-002122","title":"État de la gouvernance environnementale mondiale 2020","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"fr","date_published":"2020","source_url":"https://www.iisd.org/system/files/2021-03/state-global-environmental-governance-2020-fr.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the shift of global environmental governance to virtual formats during the 2020 pandemic, noting that while operational decisions (like budgets) were achieved via the 'silence procedure', substantive negotiations on climate and biodiversity were largely delayed. It highlights that pandemic-related emission drops were temporary and structural, and warns that the crisis exacerbated social inequalities and hindered scientific reporting, such as the IPCC's sixth assessment report. The document concludes by advocating for a 'green and inclusive recovery' and a stronger link between biodiversity protection and pandemic prevention.","ai_generated":true,"unit":"iisd-002122#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The COVID-19 pandemic forced global environmental governance to move online, leading to the adoption of the 'silence procedure' to pass operational decisions and budgets when physical voting was impossible. This tool allows a text to be adopted if no country 'breaks the silence' by a specified deadline.","ai_generated":true,"unit":"iisd-002122#insight-1","date_modified":"2026-10-23"},{"text":"While virtual formats worked for smaller, technical bodies and operational tasks, they were poorly suited for complex substantive negotiations. Major meetings, such as the COP26 and the CBD COP15, were postponed, and the lack of interpersonal 'coffee breaks' and informal discussions hindered the ability to resolve impasses.","ai_generated":true,"unit":"iisd-002122#insight-2","date_modified":"2026-10-23"},{"text":"The pandemic caused significant delays in the production of critical scientific evidence, specifically affecting the IPCC's sixth assessment report. Factors such as childcare responsibilities (disproportionately affecting women) and lack of access to university data servers slowed the drafting process, meaning COP26 would lack necessary updated scientific guidance.","ai_generated":true,"unit":"iisd-002122#insight-3","date_modified":"2026-10-23"},{"text":"Environmental improvements during lockdowns were temporary and structural. Daily global emissions dropped by 17% at the pandemic's peak, but up to 83% of emissions are structural (energy and transport), meaning significant reductions require transformative change rather than temporary behavioral shifts.","ai_generated":true,"unit":"iisd-002122#insight-4","date_modified":"2026-10-23"},{"text":"The pandemic increased the use of plastics due to higher demand for personal protective equipment and disposable containers, reversing a previous trend where recycled plastic demand had begun to exceed that of virgin plastic.","ai_generated":true,"unit":"iisd-002122#insight-5","date_modified":"2026-10-23"},{"text":"The crisis highlighted the intersection of environmental degradation and human health, specifically how deforestation and unsustainable land use increase the risk of zoonotic diseases like COVID-19. This has led to calls for a 'One Health' approach and the integration of biodiversity protection into agriculture and fisheries.","ai_generated":true,"unit":"iisd-002122#insight-6","date_modified":"2026-10-23"},{"text":"The pandemic exacerbated existing social and racial inequalities, with marginalized populations, women, and indigenous peoples facing a disproportionate burden. Economic recessions also threatened conservation efforts by increasing poaching as tourism revenues declined.","ai_generated":true,"unit":"iisd-002122#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate finance","biodiversity","carbon neutrality","Paris Agreement","green recovery","plastic pollution","nature-based solutions","climate justice","United Nations Framework Convention on Climate Change","Sustainable Development Goals"],"geography_discussed":["European Union","United States","People's Republic of China","United Kingdom","Bangladesh","Australia","South Korea","Brazil","India"],"frame_perspective":[],"analysis_type":["policy assessment","governance analysis"]},{"id":"iisd-002732","url":"https://climateinsightsdirectory.org/document/iisd-002732","title":"COVID-19 and Food Export Restrictions","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"policy brief","language":"en","date_published":"2020","source_url":"https://www.iisd.org/system/files/2020-08/covid-19-food-export-restrictions.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes the scale and nature of food export restrictions during the COVID-19 crisis compared to the 2007/08 period. It finds that while 22 countries imposed restrictions in 2020, the overall impact on globally traded calories and monetary value is significantly lower than in 2008. The brief notes that current food availability challenges are driven more by logistical disruptions than the supply shortages and high energy prices that characterized the previous crisis.","ai_generated":true,"unit":"iisd-002732#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The scale of food export restrictions during the COVID-19 pandemic is smaller than during the 2007/08 crisis, both in terms of the number of countries involved and the volume of food affected. Twenty-two countries imposed restrictions in 2020 compared to 33 in 2007/08, with the share of globally traded calories affected being approximately 5%, which is \"just over a quarter of the level affected in 2007/08\".","ai_generated":true,"unit":"iisd-002732#insight-1","date_modified":"2026-10-23"},{"text":"The monetary value of food and farm goods affected by restrictions in 2020 is about half of what it was in 2007/08, totaling USD 21 billion compared to USD 43 billion.","ai_generated":true,"unit":"iisd-002732#insight-2","date_modified":"2026-10-23"},{"text":"The economic drivers of food availability differ between the two periods: the 2007/08 crisis was marked by tight markets due to \"high energy prices, biofuel blending mandates, and harvest failures\", whereas the COVID-19 crisis is characterized by \"logistical challenges in ensuring smooth functioning of food supply chains\" resulting from health-related restrictions.","ai_generated":true,"unit":"iisd-002732#insight-3","date_modified":"2026-10-23"},{"text":"While staple foods like wheat and rice remain primary targets for restrictions in both periods, the 2020 restrictions also targeted a variety of other products, including eggs, lemons, turnips, beer, spirits, pulses, flour, onions, garlic, beans, milk powder, vegetable oil, cheese, and yogurt.","ai_generated":true,"unit":"iisd-002732#insight-4","date_modified":"2026-10-23"},{"text":"The geography of response measures has shifted; 12 countries imposed restrictions in both 2007/08 and 2020, while 9 countries that did not do so previously have imposed them in response to COVID-19.","ai_generated":true,"unit":"iisd-002732#insight-5","date_modified":"2026-10-23"}],"climate_tags":["food security","supply chain"],"geography_discussed":["Belarus","Cambodia","Egypt","Kazakhstan","Kyrgyzstan","Myanmar","Pakistan","Russia","Serbia","Syria","Thailand","Ukraine","Argentina","Bangladesh","Bolivia","Brazil","People's Republic of China","Ecuador","Ethiopia","Guinea","India","Indonesia","Iran","Jordan","Kenya","Madagascar","Malaysia","Nepal","Niger","Sri Lanka","Tanzania","Zambia","Algeria","Armenia","Honduras","Moldova","North Macedonia","Romania","South Africa","Turkey","Vietnam","Japan"],"frame_perspective":[],"analysis_type":["comparative analysis"]},{"id":"iisd-003532","url":"https://climateinsightsdirectory.org/document/iisd-003532","title":"State of Global Environmental Governance 2020","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2020","source_url":"https://www.iisd.org/system/files/2021-02/state-global-environmental-governance-2020-en.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 2020 State of Global Environmental Governance report details the shift of international environmental negotiations to virtual platforms due to the COVID-19 pandemic. It analyzes the adoption of the 'silence procedure' for decision-making, the delays in scientific advice from bodies like the IPCC, and the temporary nature of pandemic-related emission dips. The document argues that the pandemic highlighted the interconnectedness of human health, biodiversity loss, and climate change, while warning that structural inequalities and nationalist responses to the pandemic could hinder the global cooperation necessary for a green and inclusive recovery.","ai_generated":true,"unit":"iisd-003532#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The COVID-19 pandemic forced global environmental governance to move online, leading to the adoption of the 'silence procedure' by the UN General Assembly, the UN Forum on Forests, and the Convention on Biological Diversity to adopt operational decisions without physical voting.","ai_generated":true,"unit":"iisd-003532#insight-1","date_modified":"2026-10-23"},{"text":"Virtual negotiations were effective for smaller, technical, or implementation-focused bodies, but larger bodies struggled to craft new rules or reach substantive decisions due to the lack of interpersonal interaction and 'break out groups'.","ai_generated":true,"unit":"iisd-003532#insight-2","date_modified":"2026-10-23"},{"text":"The pandemic caused significant delays in the production of scientific advice, specifically affecting the IPCC's Sixth Assessment Report, which meant negotiations for the Glasgow Climate Change Conference would lack updated scientific guidance.","ai_generated":true,"unit":"iisd-003532#insight-3","date_modified":"2026-10-23"},{"text":"Environmental improvements during lockdowns were temporary 'blips' rather than structural changes; while daily global emissions fell by 17% at the pandemic's height, up to 83% of emissions remain structural and linked to energy and transport systems.","ai_generated":true,"unit":"iisd-003532#insight-4","date_modified":"2026-10-23"},{"text":"The pandemic increased the use of plastics for personal protective equipment and disposable containers, reversing a previous trend where demand for recycled plastic had exceeded that for virgin plastic.","ai_generated":true,"unit":"iisd-003532#insight-5","date_modified":"2026-10-23"},{"text":"The crisis exacerbated existing social and racial inequalities, with marginalized populations—including women, youth, and Indigenous Peoples—bearing a disproportionate burden of both the pandemic and environmental degradation.","ai_generated":true,"unit":"iisd-003532#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate finance","Paris Agreement","biodiversity loss","greenhouse gas emissions","carbon neutrality","nature-based solutions","plastic pollution","climate justice","green recovery","Sustainable Development Goals"],"geography_discussed":["Bangladesh","United States","European Union","South Korea","India","Brazil"],"frame_perspective":[],"analysis_type":["governance assessment","impact analysis"]}]}