{"query_echo":{"q":"","filters":{"geography":["Sudan"]},"warnings":[]},"total":{"value":697,"relation":"eq"},"page":10,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Sudan&page=10","next":"https://climateinsightsdirectory.org/api/v1/search?geography=Sudan&page=11","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":"prio-001627","url":"https://climateinsightsdirectory.org/document/prio-001627","title":"Does Unemployment Drive Political Violence and Protest?","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"policy brief","language":"en","date_published":"2022","source_url":"https://cdn.cloud.prio.org/files/fa4a62d0-d389-410c-b82c-e3a416b335dc/Paasonen - Does Unemployment Drive Political Violence and Protest Focusing on the case of Middle Eastern and North African youth - Conflict Trends 1-2022.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The document challenges the common assumption that unemployment, particularly among youth, increases the likelihood of political violence and protests. By reviewing global research and analyzing survey data from the Middle East and North Africa (MENA), the author finds that unemployed individuals are not more likely to support political violence or participate in demonstrations than those who are employed. Instead, the brief identifies other work-related factors—such as ambiguous employment status, part-time work, and job dissatisfaction—as stronger predictors of political activity. The author suggests that the unemployed may be less active due to a lack of resources, social stigmatization, or low interest in politics.","ai_generated":true,"unit":"prio-001627#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Existing global research on the link between unemployment and political violence is inconsistent and lacks strong empirical support, with some studies suggesting unemployment does not act as a mechanistic causal factor in violent conflicts in developing countries.","ai_generated":true,"unit":"prio-001627#insight-1","date_modified":"2026-10-23"},{"text":"Analysis of Afrobarometer survey data from five North African countries indicates that unemployed individuals are actually less supportive of political violence than those who are employed.","ai_generated":true,"unit":"prio-001627#insight-2","date_modified":"2026-10-23"},{"text":"Data from the Sahwa youth survey in Tunisia, Egypt, Algeria, Morocco, and Lebanon shows that unemployed youth are not more likely to participate in demonstrations compared to employed youth.","ai_generated":true,"unit":"prio-001627#insight-3","date_modified":"2026-10-23"},{"text":"Young people with 'ambiguous employment status'—those who report being unemployed or students but later disclose performing some work, often in the informal sector—are significantly more active protesters than those clearly employed or unemployed.","ai_generated":true,"unit":"prio-001627#insight-4","date_modified":"2026-10-23"},{"text":"Specific employment characteristics are stronger drivers of protest than general unemployment; those working part-time (less than 30 hours a week) and those dissatisfied with their work demonstrate more frequently.","ai_generated":true,"unit":"prio-001627#insight-5","date_modified":"2026-10-23"},{"text":"The document proposes several reasons why the unemployed may not protest, including a lack of necessary resources (money, social connections, or political skills), social stigmatization leading to passivity, and a low interest in politics.","ai_generated":true,"unit":"prio-001627#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Algeria","Egypt","Morocco","Sudan","Tunisia","Lebanon"],"frame_perspective":[],"analysis_type":["policy brief","empirical analysis","literature review"]},{"id":"prio-001759","url":"https://climateinsightsdirectory.org/document/prio-001759","title":"The Impact of the Ukraine War on Donor Priorities","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"policy brief","language":"en","date_published":"2022","source_url":"https://cdn.cloud.prio.org/files/d088a585-38e3-41ca-9999-dd291e9c8303/Strom-Sedgwick and Tank - The Impact of the Ukraine War on Donor Priorities PRIO Policy Brief 17-2022.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that the war in Ukraine is causing a diversion of development aid from the Global South. This occurs through three primary mechanisms: the use of the OECD '12-month-rule' to count domestic refugee-hosting costs as ODA, the reallocation of national budgets toward increased military and defence spending, and the anticipation of massive post-war reconstruction costs in Ukraine. The authors warn that this shift undermines the quality and extent of aid, potentially leaving root causes of instability in vulnerable regions unaddressed.","ai_generated":true,"unit":"prio-001759#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"OECD-DAC donors are redirecting Official Development Assistance (ODA) intended for long-term development in the Global South to fund the domestic costs of hosting Ukrainian refugees, utilizing the OECD '12-month-rule'.","ai_generated":true,"unit":"prio-001759#insight-1","date_modified":"2026-10-23"},{"text":"Sweden initially planned to divert approximately $1 billion (18% of its annual aid budget) for refugee costs, though this was later revised to 11% following criticism.","ai_generated":true,"unit":"prio-001759#insight-2","date_modified":"2026-10-23"},{"text":"Increased national defence and military spending in response to the war is limiting the funds available for development assistance, as aid budgets are often the first to be cut to compensate for military increases.","ai_generated":true,"unit":"prio-001759#insight-3","date_modified":"2026-10-23"},{"text":"Germany's response to the war included a pledge to increase defence spending to 2% of economic output, which led to a proposed 12% cut in development aid, although this cut was later scaled down.","ai_generated":true,"unit":"prio-001759#insight-4","date_modified":"2026-10-23"},{"text":"Post-war reconstruction costs for Ukraine are expected to be a significant long-term drain on donor resources, with estimates ranging from $220 billion to $540 billion, or at least $349 billion according to a joint World Bank, European Commission, and Ukrainian government report.","ai_generated":true,"unit":"prio-001759#insight-5","date_modified":"2026-10-23"},{"text":"The trend of providing ODA through loans rather than grants, combined with rising inflation, is exacerbating the debt crisis for recipient states, potentially forcing them to prioritize debt repayment over development investments.","ai_generated":true,"unit":"prio-001759#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate finance","Sustainable Development Goals"],"geography_discussed":["Ukraine","Germany","United Kingdom","France","Sweden","Sudan","Norway"],"frame_perspective":[],"analysis_type":["policy analysis","budgetary analysis"]},{"id":"seforall-000010","url":"https://climateinsightsdirectory.org/document/seforall-000010","title":"Lower-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/lower-middle-income-population-at-risk","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"This report chapter analyzes the growth of the lower-middle-income population in high-impact countries in 2022, highlighting the risks associated with their potential purchase of inefficient cooling devices and the impact of the COVID-19 pandemic on income levels.","ai_generated":true,"unit":"seforall-000010#summary","date_modified":"2026-08-17"},"key_insights":[{"text":"In 2022, the lower-middle-income population in high-impact countries grew by 108.8 million, reaching a total of 2.39 billion people. This group is defined as those living outside of rural and urban poverty but on less than USD 10.01 per day. There is a concern that this group may purchase affordable but inefficient air conditioners or refrigerators, which could lead to a significant rise in energy use and greenhouse gas (GHG) emissions.","ai_generated":true,"unit":"seforall-000010#insight-1","date_modified":"2026-08-17"},{"text":"The COVID-19 pandemic reversed a previous downward trend in the lower-middle-income population, returning levels to those seen in 2018. In 2021, the pandemic caused an estimated 165 million additional people globally to live on less than USD 5.50 per day, with 82 million in South Asia and 15 million in Sub-Saharan Africa.","ai_generated":true,"unit":"seforall-000010#insight-2","date_modified":"2026-08-17"},{"text":"India, China, and Indonesia had the highest absolute numbers of lower-middle-income populations, with India seeing an increase of approximately 45.2 million people. The most significant relative increases were found in Papua New Guinea (19.2%), Iran (13.4%), and Sudan (9.6%). Conversely, Mozambique experienced the largest reduction in this population segment, decreasing by approximately 18.2%.","ai_generated":true,"unit":"seforall-000010#insight-3","date_modified":"2026-08-17"},{"text":"Asia and the Middle East contain the vast majority of the lower-middle-income population in high-impact countries, accounting for 81% of the global total (1.94 billion people). This regional population grew by nearly 100 million in the last year and 158 million since 2020. The highest proportional increases occurred in Iran (13.4%), Sri Lanka (9.6%), and Iraq (8.7%).","ai_generated":true,"unit":"seforall-000010#insight-4","date_modified":"2026-08-17"},{"text":"In Africa, 31 high-impact countries represent about 15% of the global lower-middle-income population, totaling 361.1 million people in 2022. Egypt and Nigeria have the largest populations in this group, while Algeria, Morocco, and Sudan each have over 20 million. In contrast, the lower-middle-income population is below 3% in the Congo (DR), Guinea-Bissau, Mozambique, and Somalia.","ai_generated":true,"unit":"seforall-000010#insight-5","date_modified":"2026-08-17"},{"text":"In Latin America and the Caribbean, the lower-middle-income population grew by 6.6 million to reach 88 million in 2022, representing 3.7% of the global total. Brazil saw the largest absolute increase with approximately 5 million more people, while Argentina and Peru increased by 400,000 and 130,000 people respectively. Paraguay's lower-middle-income population decreased by 3%.","ai_generated":true,"unit":"seforall-000010#insight-6","date_modified":"2026-08-17"}],"climate_tags":["energy consumption","greenhouse gas (ghg) emissions","cooling","energy transition"],"geography_discussed":["India","People's Republic of China","Indonesia","Papua New Guinea","Iran","Sudan","Mozambique","Asia","Middle East","Africa","Egypt","Nigeria","Algeria","Morocco","Congo (DR)","Guinea-Bissau","Somalia","Sri Lanka","Iraq","Yemen","Myanmar","Latin America","Caribbean","Brazil","Argentina","Peru","Paraguay"],"frame_perspective":[],"analysis_type":["demographic analysis","economic analysis"]},{"id":"seforall-000021","url":"https://climateinsightsdirectory.org/document/seforall-000021","title":"Urban 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/urban-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 increasing vulnerability of the urban poor to extreme heat across 54 high-impact countries in 2022, highlighting a rise in the population at high risk due to lack of access to cooling.","ai_generated":true,"unit":"seforall-000021#summary","date_modified":"2026-08-17"},"key_insights":[{"text":"In 2022, the number of urban poor at high risk due to lack of cooling access in 54 high-impact countries rose to 796.5 million people, an increase of 24.8 million over the previous year. Since 2018, this population has grown by 93.2 million people, driven by factors such as fast-growing urbanization and challenges related to electricity access and housing quality.","ai_generated":true,"unit":"seforall-000021#insight-1","date_modified":"2026-08-17"},{"text":"The urban poor face high risks not only from a lack of cooling technology but also from poor housing quality that fails to protect against extreme heat, insufficient income to operate fans, and unreliable electricity that leads to food spoilage and nutritional risks.","ai_generated":true,"unit":"seforall-000021#insight-2","date_modified":"2026-08-17"},{"text":"India, China, and Nigeria are the three countries with the highest absolute numbers of urban poor. India saw the largest absolute increase of 10.5 million people (6 percent) between 2021 and 2022. In terms of relative proportional increases, Yemen (10 percent) and Myanmar (7 percent) experienced the highest growth.","ai_generated":true,"unit":"seforall-000021#insight-3","date_modified":"2026-08-17"},{"text":"Asia and the Middle East contain the majority of the global urban poor at high risk, with 512.3 million people across 16 high-impact countries, representing 64 percent of the global total. In Yemen, 74 percent of all urban residents are at high risk.","ai_generated":true,"unit":"seforall-000021#insight-4","date_modified":"2026-08-17"},{"text":"In Africa, the urban poor at risk grew by 7.8 million to reach 238.3 million in 2022, accounting for 30 percent of the global at-risk urban poor population. Nigeria contributed 45 percent of this regional increase, adding 3.5 million people.","ai_generated":true,"unit":"seforall-000021#insight-5","date_modified":"2026-08-17"},{"text":"Latin America and the Caribbean saw its first decrease in the number of urban poor at risk since tracking began, with a total reduction of over 420,000 people. This was primarily driven by a reduction of approximately 800,000 people in Brazil.","ai_generated":true,"unit":"seforall-000021#insight-6","date_modified":"2026-08-17"}],"climate_tags":["urbanization","extreme heat","cooling access","energy poverty","urban poor"],"geography_discussed":["India","People's Republic of China","Nigeria","Yemen","Myanmar","Papua New Guinea","Laos","Timor-Leste","Brazil","Philippines","Asia","Middle East","Africa","Latin America and the Caribbean","Angola","Ivory Coast","Mozambique","Sudan","Chad","Malawi","Somalia","Bolivia","Dominican Republic","Paraguay","Peru"],"frame_perspective":[],"analysis_type":["Population Trend Analysis","Regional 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-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":"saiia-001387","url":"https://climateinsightsdirectory.org/document/saiia-001387","title":"Dangerous militarisation makes peace elusive","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"research paper","language":"en","date_published":"2021-12-19","source_url":"https://saiia.org.za/research/dangerous-militarisation-makes-peace-elusive/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed"],"summary":{"text":"The document examines the 'militarisation of politics' in Africa, using the conflict in Ethiopia between the federal government and the Tigray People’s Liberation Front (TPLF) as a primary example. It defines militarisation as the tendency to settle political disputes militarily and notes that this trend is often a legacy of colonial rule. The author highlights a history of military coups and civil wars across the continent, noting that by 2017, Africa had experienced 200 successful and failed coups. While the African Union (AU) has frameworks like the Lomé Declaration and the African Charter on Democracy, Elections and Governance to prevent unconstitutional changes of government, the document argues that inconsistent implementation—such as the AU's failure to suspend Chad after the seizure of power by the Transnational Military Council—undermines these efforts. Additionally, the text notes a 17% increase in African military spending over the last decade, totaling $41.2 billion in 2019. In the Horn of Africa, the conflict involving Ethiopia, Eritrea, and Sudan risks regional destabilisation and the undoing of previous peace agreements.","ai_generated":true,"unit":"saiia-001387#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The conflict in Ethiopia is characterized by a shift from political dispute to military confrontation, with the government calling on civilians to join the war effort as rebel forces approach Addis Ababa.","ai_generated":true,"unit":"saiia-001387#insight-1","date_modified":"2026-10-23"},{"text":"Militarisation in Africa is defined by both a qualitative aspect—gearing society toward military requirements—and a quantitative aspect involving the expansion of weapons and personnel.","ai_generated":true,"unit":"saiia-001387#insight-2","date_modified":"2026-10-23"},{"text":"Despite African Union frameworks like the Lomé Declaration of July 2000 and the 2007 African Charter on Democracy, Elections and Governance, Africa saw 200 successful and failed coups d'état by 2017.","ai_generated":true,"unit":"saiia-001387#insight-3","date_modified":"2026-10-23"},{"text":"Military spending in Africa is growing faster than in other global regions, increasing by 17% over the last decade to reach $41.2 billion in 2019.","ai_generated":true,"unit":"saiia-001387#insight-4","date_modified":"2026-10-23"},{"text":"The conflict in Ethiopia threatens stability in the Horn of Africa, involving Eritrea's military support for the Ethiopian army and creating a refugee crisis that increases tensions with Sudan.","ai_generated":true,"unit":"saiia-001387#insight-5","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Ethiopia","Addis Ababa","Liberia","Sierra Leone","Guinea-Bissau","Ivory Coast","Ghana","Benin","Togo","Republic of the Congo","Guinea","Sudan","Mali","Niger","Zimbabwe","Chad","Eritrea","Asmara"],"frame_perspective":[],"analysis_type":[]},{"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":"saiia-000464","url":"https://climateinsightsdirectory.org/document/saiia-000464","title":"COVID-19 and Food Insecurity in Africa","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"research paper","language":"en","date_published":"2021-12-13","source_url":"https://saiia.org.za/research/covid-19-and-food-insecurity-in-africa/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The COVID-19 pandemic increased food insecurity across Africa, with upper-middle income countries like South Africa experiencing higher vulnerability due to their reliance on formal employment and global supply chains. While agricultural production grew in 2020, protectionist measures such as export bans in Malawi hindered the redistribution of food. The document highlights the African Continental Free Trade Agreement (AfCFTA) as a critical mechanism to reduce dependence on global imports, lower trade barriers, and improve food resilience through increased intra-continental trade and the legalisation of informal cross-border trade.","ai_generated":true,"unit":"saiia-000464#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The COVID-19 pandemic exacerbated food insecurity in Africa, with the number of undernourished people estimated to exceed 250 million. The proportion of the population experiencing food stress rose from 10.2% in 2019 to 13.3% in 2020, and the proportion in food crisis, emergency, or catastrophe increased from 5.4% to 7.3%.","ai_generated":true,"unit":"saiia-000464#insight-1","date_modified":"2026-10-23"},{"text":"Upper-middle income countries, specifically South Africa and Maghreb nations, were more vulnerable to COVID-induced food insecurity than lower-middle income economies. This vulnerability is linked to their deeper integration into global supply chains and a higher reliance on formal sector employment (85% of the labour force), whereas lower-middle income countries benefited from more widespread access to land use rights and a larger informal employment sector.","ai_generated":true,"unit":"saiia-000464#insight-2","date_modified":"2026-10-23"},{"text":"Protectionist policies have hindered continental food security; for example, Malawi maintained a maize export ban from February 2018 despite a 5.1% increase in food production in 2020, preventing other countries from accessing surplus maize. While some nations like South Africa, Nigeria, and Egypt released cereal reserves, others including Algeria, Angola, Mali, and Sudan imposed export restrictions.","ai_generated":true,"unit":"saiia-000464#insight-3","date_modified":"2026-10-23"},{"text":"The African Continental Free Trade Agreement (AfCFTA) is positioned to improve resilience by increasing intra-African food trade, which currently accounts for less than 0.5% of GDP. Progress includes the ratification by 38 of 55 member countries as of October 2021 and the completion of rules of origin for agricultural products.","ai_generated":true,"unit":"saiia-000464#insight-4","date_modified":"2026-10-23"}],"climate_tags":["food security","agricultural production","extreme weather event"],"geography_discussed":["South Africa","Malawi","Nigeria","Benin","Senegal","Democratic Republic of the Congo","Egypt","Algeria","Angola","Mali","Sudan","Morocco","Kenya","Chad","Central Africa","Sahel"],"frame_perspective":[],"analysis_type":["impact assessment","policy analysis"]},{"id":"saiia-001831","url":"https://climateinsightsdirectory.org/document/saiia-001831","title":"Russia and China in Africa: Prospective Partners or Asymmetric Rivals?","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"policy brief","language":"en","date_published":"2021-12","source_url":"https://saiia.org.za/wp-content/uploads/2021/12/Policy-Insights-120-ramani.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes the resurgent roles of China and Russia in Africa since 2000. China's influence is primarily economic, driven by the Belt and Road Initiative and long-term infrastructure investments, while Russia's approach is more opportunistic, focusing on mining, arms exports, and the deployment of private military contractors in fragile states. While the two powers coordinate on challenging Western norms and supporting non-interference in the UN Security Council, they maintain a 'competitive partnership' characterized by limited strategic coordination in security and economics, and occasional competition for commercial contracts in countries like Zimbabwe.","ai_generated":true,"unit":"saiia-001831#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"China's influence in Africa is primarily driven by economic power and infrastructure connectivity, exemplified by the Belt and Road Initiative (BRI). Between 2000 and 2019, trade between China and Africa increased from $10 billion to $192 billion.","ai_generated":true,"unit":"saiia-001831#insight-1","date_modified":"2026-10-23"},{"text":"Russia's engagement in Africa is characterized as opportunistic, leveraging state fragility and conflict to secure mining concessions and arms deals, while using private military contractors (PMCs) to influence local conflicts.","ai_generated":true,"unit":"saiia-001831#insight-2","date_modified":"2026-10-23"},{"text":"The relationship between China and Russia in Africa is a 'competitive partnership' rather than a full strategic alliance, featuring limited coordination in security and economic spheres and infrequent dialogue on regional conflicts.","ai_generated":true,"unit":"saiia-001831#insight-3","date_modified":"2026-10-23"},{"text":"China and Russia demonstrate normative alignment by coordinating in the UN Security Council to oppose Western-led sanctions and support the principle of non-interference in the internal affairs of states.","ai_generated":true,"unit":"saiia-001831#insight-4","date_modified":"2026-10-23"},{"text":"Chinese investments have led to significant debt for several African nations, with Angola ($25 billion), Ethiopia ($13.5 billion), Zambia ($6.6 billion), Congo Brazzaville ($7.3 billion), and Sudan ($6.4 billion) holding the largest debts.","ai_generated":true,"unit":"saiia-001831#insight-5","date_modified":"2026-10-23"},{"text":"Russia and China engage in selective commercial competition, particularly in the nuclear energy sector and in Zimbabwe, where Russia has sought to capitalize on a slowdown in Chinese investment after the 2017 coup.","ai_generated":true,"unit":"saiia-001831#insight-6","date_modified":"2026-10-23"}],"climate_tags":["mining","nuclear power","geopolitics"],"geography_discussed":["People's Republic of China","Russia","Angola","Nigeria","Ethiopia","Djibouti","Libya","Central African Republic","Zimbabwe","Egypt","Kenya","Zambia","Sudan","Mali","South Africa","Morocco","Republic of the Congo","Rwanda","Uganda","Tanzania","Ghana"],"frame_perspective":[],"analysis_type":["policy brief","geopolitical analysis"]},{"id":"iisd-000730","url":"https://climateinsightsdirectory.org/document/iisd-000730","title":"The Incremental Approach to Governing Mercury","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"policy brief","language":"en","date_published":"2021-11-01","source_url":"https://www.iisd.org/articles/governing-mercury","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document traces the path from the 1972 Stockholm Conference to the 2017 entry into force of the Minamata Convention on Mercury. It highlights the role of activism and scientific evidence in driving global action and details the treaty's mechanisms for phasing out mercury-added products and regulating artisanal and small-scale gold mining (ASGM). The brief also explains that the discrete nature of mercury's industrial sources and a stronger scientific consensus on its global threat allowed it to move toward a binding treaty, whereas lead and cadmium remain managed through voluntary partnerships and regional agreements.","ai_generated":true,"unit":"iisd-000730#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Minamata Convention on Mercury, which entered into force in 2017, regulates the entire life cycle of mercury from production to waste, including bans on new mercury mines and a 15-year limit for existing mines after a country joins.","ai_generated":true,"unit":"iisd-000730#insight-1","date_modified":"2026-10-23"},{"text":"As of 2021, parties to the Convention are prohibited from manufacturing or trading in several mercury-containing products that faced a 2020 deadline, including certain batteries, cosmetics like skin lightening creams, pesticides, thermometers, and compact fluorescent lamps under 30 watts.","ai_generated":true,"unit":"iisd-000730#insight-2","date_modified":"2026-10-23"},{"text":"Artisanal and small-scale gold mining (ASGM) is the largest contributor to mercury emissions, with over 500,000 workers across seven countries, including the Democratic Republic of the Congo, Sudan, China, Ghana, Côte d’Ivoire, Mali, and Tanzania.","ai_generated":true,"unit":"iisd-000730#insight-3","date_modified":"2026-10-23"},{"text":"Countries with significant ASGM activity must develop national action plans that include reduction targets, baseline estimates of mercury use, and public health strategies to protect miners and their communities.","ai_generated":true,"unit":"iisd-000730#insight-4","date_modified":"2026-10-23"},{"text":"Mercury was successfully transitioned to a legally binding treaty while other toxic heavy metals like lead and cadmium were not, partly because mercury's production and use are concentrated in a discrete list of sectors, whereas a broader heavy metals treaty would have required reconciling a much wider range of industrial interests.","ai_generated":true,"unit":"iisd-000730#insight-5","date_modified":"2026-10-23"},{"text":"Scientific evidence, specifically the 1998 Arctic Monitoring and Assessment Programme (AMAP) report showing increasing mercury levels in the Arctic, was critical in establishing mercury as a pressing global threat and prompting the 2001 UNEP global mercury assessment.","ai_generated":true,"unit":"iisd-000730#insight-6","date_modified":"2026-10-23"}],"climate_tags":["waste management","human health"],"geography_discussed":["Japan","Sweden","United States","Faroe Islands","Canada","Switzerland","Democratic Republic of the Congo","Sudan","People's Republic of China","Ghana","Ivory Coast","Mali","Tanzania","Europe","North Atlantic Ocean","Baltic Sea","Mediterranean Sea","North-East Atlantic","Arctic","North America","Norway","European Union","Russia","Australia","New Zealand","India"],"frame_perspective":[],"analysis_type":["policy analysis","historical review"]},{"id":"issafri-001300","url":"https://climateinsightsdirectory.org/document/issafri-001300","title":"The state of peace and security in East Africa","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2021-11","source_url":"https://issafrica.s3.amazonaws.com/site/uploads/Mono-205.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that East Africa remains fragile due to violent extremism, insurgency, and resource-based conflicts, despite governance progress in some states. It highlights the prevalence of unregistered firearms, particularly in Somalia, and the role of anocracies in driving political instability. The document maps the overlapping mandates of regional organisations like the EAC and IGAD and recommends stronger inter-REC coordination and standardised regional monitoring to address information gaps.","ai_generated":true,"unit":"issafri-001300#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The eastern African sub-region is characterized by high volatility, with Somalia and South Sudan identified as two of the five least safe and most insecure countries globally.","ai_generated":true,"unit":"issafri-001300#insight-1","date_modified":"2026-10-23"},{"text":"Political instability in the region is linked to the nature of state power, where most countries are classified as anocracies (except Kenya) and political victory often results in a winner-take-all control of resources.","ai_generated":true,"unit":"issafri-001300#insight-2","date_modified":"2026-10-23"},{"text":"Between January 2015 and July 2019, over 27,000 incidents of violence affected communities in the Horn and Great Lakes regions, with Somalia, the DRC, South Sudan, and Sudan being the worst affected.","ai_generated":true,"unit":"issafri-001300#insight-3","date_modified":"2026-10-23"},{"text":"Conflict in pastoralist areas has evolved from traditional cattle raiding to commercialized livestock theft, disputes over extractive resources, and violent extremism.","ai_generated":true,"unit":"issafri-001300#insight-4","date_modified":"2026-10-23"},{"text":"The region faces a significant challenge with illicit arms, with an estimated 9,073,000 unregistered firearms; Somalia and its breakaway regions of Somaliland and Puntland are the most militarized.","ai_generated":true,"unit":"issafri-001300#insight-5","date_modified":"2026-10-23"},{"text":"Diplomatic tensions between Rwanda and Uganda are driven by strategic interests in the DRC, accusations of espionage, and the alleged infiltration of security apparatuses.","ai_generated":true,"unit":"issafri-001300#insight-6","date_modified":"2026-10-23"},{"text":"The maritime border dispute between Kenya and Somalia threatens to undermine counter-terrorism efforts against al-Shabaab and complicates regional maritime security and piracy responses.","ai_generated":true,"unit":"issafri-001300#insight-7","date_modified":"2026-10-23"},{"text":"Regional intergovernmental organisations, including the EAC and IGAD, have overlapping mandates and memberships, but often suffer from capacity and resource constraints that hinder regional diplomacy.","ai_generated":true,"unit":"issafri-001300#insight-8","date_modified":"2026-10-23"},{"text":"State-level peacebuilding varies, with Rwanda's post-genocide reconciliation and Gacaca courts cited as a success story, while South Sudan struggles with ethnicised political power.","ai_generated":true,"unit":"issafri-001300#insight-9","date_modified":"2026-10-23"},{"text":"Everyday peace indicators show that while Burundi and Tanzania have higher perceptions of safety, Kenya and Uganda report higher crime victimisation rates, particularly regarding theft.","ai_generated":true,"unit":"issafri-001300#insight-10","date_modified":"2026-10-23"}],"climate_tags":["climate change"],"geography_discussed":["World","Democratic Republic of the Congo","Kenya","Somalia","South Sudan","Ethiopia","Sudan","Burundi","Rwanda","Uganda","Tanzania","Somaliland","Puntland","Zanzibar Islands"],"frame_perspective":[],"analysis_type":["scoping study","baseline assessment","actor mapping"]},{"id":"issafri-002239","url":"https://climateinsightsdirectory.org/document/issafri-002239","title":"Durable solutions to migration challenges in East Africa and the Horn","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2021-11","source_url":"https://issafrica.s3.amazonaws.com/site/uploads/ear-43v1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes mixed migration in East Africa and the Horn, identifying a complex interplay of political instability, state fragility, poverty, and climate change as primary drivers. It highlights the challenges of protracted refugee situations, particularly the restrictive nature of encampment policies, and contrasts the progressive refugee framework in Uganda with more restrictive regimes in neighboring states. The document argues for a shift from dependency to self-reliance, the harmonization of regional and international laws, and the integration of climate adaptation into migration policies to achieve durable solutions.","ai_generated":true,"unit":"issafri-002239#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Forced migration in the region is driven by a combination of political volatility, including politically instigated violence and ethnic clashes, as well as state fragility.","ai_generated":true,"unit":"issafri-002239#insight-1","date_modified":"2026-10-23"},{"text":"Socio-economic factors, specifically poverty, underdevelopment, and the inability of states to provide basic public services, contribute significantly to forced migration.","ai_generated":true,"unit":"issafri-002239#insight-2","date_modified":"2026-10-23"},{"text":"Climate change and environmental shocks, such as droughts, floods, and water scarcity, are triggering forced migration and threatening food security, particularly in the arid and semi-arid areas comprising 70% of the IGAD region.","ai_generated":true,"unit":"issafri-002239#insight-3","date_modified":"2026-10-23"},{"text":"Corruption negatively impacts wealth creation and social service provision, and facilitates irregular migration through complicit security and immigration officials at borders.","ai_generated":true,"unit":"issafri-002239#insight-4","date_modified":"2026-10-23"},{"text":"There is an increasing trend of 'brain drain' as skilled migrants leave the region for destinations in Europe, Asia, North America, and Southern Africa in search of better opportunities.","ai_generated":true,"unit":"issafri-002239#insight-5","date_modified":"2026-10-23"},{"text":"Long-term encampment of refugees often hinders their development and self-reliance by restricting freedom of movement and access to economic opportunities.","ai_generated":true,"unit":"issafri-002239#insight-6","date_modified":"2026-10-23"},{"text":"Uganda is identified as having one of the most progressive refugee policies in Africa, allowing refugees freedom of movement, the right to work, and access to national services.","ai_generated":true,"unit":"issafri-002239#insight-7","date_modified":"2026-10-23"},{"text":"The COVID-19 pandemic exacerbated the challenges of protecting refugees by causing funding shortfalls, restricting access to camps, and disrupting resettlement plans.","ai_generated":true,"unit":"issafri-002239#insight-8","date_modified":"2026-10-23"},{"text":"The region's youth bulge, with youth comprising 70% of the population, presents both a potential labor force for economic growth and a driver of migration due to employment scarcity.","ai_generated":true,"unit":"issafri-002239#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate change","drought","flood","water scarcity","food security","climate change adaptation","climate change mitigation"],"geography_discussed":["Kenya","Uganda","Ethiopia","Somalia","South Sudan","Sudan","Burundi","Djibouti","Eritrea","Rwanda","Tanzania"],"frame_perspective":[],"analysis_type":["policy analysis","situation analysis","comparative study"]},{"id":"issafri-002691","url":"https://climateinsightsdirectory.org/document/issafri-002691","title":"Peace & Security Council Report","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2021-11","source_url":"https://issafrica.s3.amazonaws.com/site/uploads/PSC-Report-141-2.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the challenges in operationalizing the AU Peace Fund, specifically disagreements over contribution scales among member states. It warns against the increasing use of private military and security companies (PMSCs) like the Wagner Group in Africa, citing human rights risks. Additionally, it advocates for a revamp of the AU's PCRD approach to better address post-authoritarian transitions and the role of women in peacebuilding, using The Gambia as a model for small, expert-led deployments.","ai_generated":true,"unit":"issafri-002691#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The AU Peace Fund remains non-operational despite having over US$231 million from member states, primarily due to delays in establishing disbursement modalities and disagreements over contribution assessment scales.","ai_generated":true,"unit":"issafri-002691#insight-1","date_modified":"2026-10-23"},{"text":"The PSC has established three funding windows for the Peace Fund: the first for mediation and preventive diplomacy, the second for institutional capacity building, and the third for AU-led peace support operations (PSOs).","ai_generated":true,"unit":"issafri-002691#insight-2","date_modified":"2026-10-23"},{"text":"The use of private military and security companies (PMSCs) and mercenaries, such as the Russian Wagner Group in the Central African Republic and Mozambique, poses significant risks to human rights and the safety of civilians.","ai_generated":true,"unit":"issafri-002691#insight-3","date_modified":"2026-10-23"},{"text":"The AU's Post-Conflict Reconstruction and Development (PCRD) policy needs updating to address the shift toward post-authoritarian contexts and the impact of climate change, as traditional 'post-conflict' conditions are often absent due to recurring violence.","ai_generated":true,"unit":"issafri-002691#insight-4","date_modified":"2026-10-23"},{"text":"The deployment of the AU Technical Support to The Gambia (AUTSTG) demonstrated that small, multidisciplinary teams of civilian and military experts embedded in government institutions can be more effective and cost-efficient than large missions.","ai_generated":true,"unit":"issafri-002691#insight-5","date_modified":"2026-10-23"},{"text":"Women's roles in African peacebuilding are frequently limited to 'track 3' community mediation and are often overlooked or excluded from formal PCRD reporting and high-level peace negotiations.","ai_generated":true,"unit":"issafri-002691#insight-6","date_modified":"2026-10-23"},{"text":"During Mozambique's October 2021 chairship of the PSC, priorities included disaster risk management, human security, and combating terrorism, with a call to establish the African Humanitarian Agency (AfHA).","ai_generated":true,"unit":"issafri-002691#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change","disaster risk reduction","climate finance"],"geography_discussed":["World","Central African Republic","Mali","Mozambique","Libya","The Gambia","Egypt","Ethiopia","Cairo","Liberia","South Africa","Nigeria","Sudan","Chad","Guinea"],"frame_perspective":[],"analysis_type":["policy analysis","institutional assessment"]},{"id":"issafri-002663","url":"https://climateinsightsdirectory.org/document/issafri-002663","title":"Walking with the Bear? Russia and the A3 in the UN Security Council","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"policy brief","language":"en","date_published":"2021-10","source_url":"https://issafrica.s3.amazonaws.com/site/uploads/Policy-Insights-118-singh-de-carvalho.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The document investigates whether Russia exerts significant influence over African states in the UN Security Council (UNSC) by analyzing voting patterns between 2014 and 2020. It argues that Russia's influence over the A3 is often exaggerated, as statistical evidence shows that African member states remain more aligned with the P3 (US, UK, and France) and are largely independent of Russian vetoes and abstentions. While the A3 have increasingly sought to present unified positions on African peace and security issues, their voting behavior on non-African files shows a declining coincidence with Russian positions over time.","ai_generated":true,"unit":"issafri-002663#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Statistical analysis of UNSC voting from 2014 to 2020 provides little evidence of strategic coordination or growing alignment between Russia and the A3.","ai_generated":true,"unit":"issafri-002663#insight-1","date_modified":"2026-10-23"},{"text":"African member states in the UNSC generally maintain a higher level of voting alignment with the P3 (US, UK, and France) than with Russia or China.","ai_generated":true,"unit":"issafri-002663#insight-2","date_modified":"2026-10-23"},{"text":"The coincidence of 'in favour' votes between the A3 and Russia declined from 91% in 2014 to 72% in 2020, while alignment with P3 members remained between 91-93% in 2020.","ai_generated":true,"unit":"issafri-002663#insight-3","date_modified":"2026-10-23"},{"text":"A3 members typically avoid voting against resolutions, preferring to abstain on contentious issues; between 2014 and 2020, only three 'against' votes were cast by A3 members.","ai_generated":true,"unit":"issafri-002663#insight-4","date_modified":"2026-10-23"},{"text":"There is very little evidence of the A3 collectively aligning with Russia's oppositional votes, with only one instance of an A3 member voting against a resolution that Russia also voted against (South Africa in 2019 regarding Venezuela).","ai_generated":true,"unit":"issafri-002663#insight-5","date_modified":"2026-10-23"},{"text":"African states are increasingly using collective positions and inter-institutional links with the African Union (AU) to increase their agency on peace and security issues, which dominate the UNSC agenda.","ai_generated":true,"unit":"issafri-002663#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Libya","Syria","Ukraine","People's Republic of China","United States","United Kingdom","France","Venezuela","Niger","Kenya","Tunisia","Gabon","Ghana","South Sudan","Sudan","Central African Republic","Somalia","Western Sahara","South Africa","Saint Vincent and the Grenadines","Angola","Egypt","Senegal","Ivory Coast","Ethiopia","Equatorial Guinea","Chad","Nigeria"],"frame_perspective":[],"analysis_type":["statistical analysis","policy evaluation"]},{"id":"saiia-001058","url":"https://climateinsightsdirectory.org/document/saiia-001058","title":"Walking with the Bear? Russia and the A3 in the UN Security Council","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"policy brief","language":"en","date_published":"2021-10","source_url":"https://saiia.org.za/wp-content/uploads/2021/10/Policy-Insights-118-singh-de-carvalho.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed"],"summary":{"text":"The document investigates whether Russia exerts significant influence over African states in the UN Security Council (UNSC) by analyzing voting patterns between 2014 and 2020. It argues that Russia's influence over the A3 is often exaggerated, as statistical evidence shows little coordination and a trend of increasing divergence. While the A3 are increasingly presenting unified positions on African issues, their voting behavior remains more aligned with the P3 (US, UK, and France) than with Russia. The brief concludes that Russia's role as a 'loud dissenter' has not translated into a strategic alliance with the African grouping.","ai_generated":true,"unit":"saiia-001058#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Statistical analysis of UNSC voting patterns from 2014 to 2020 provides little evidence of strategic alignment or coordination between Russia and the A3.","ai_generated":true,"unit":"saiia-001058#insight-1","date_modified":"2026-10-23"},{"text":"Voting behavior of elected African member states in the UNSC is more closely aligned with the P3 (US, UK, and France) and remains largely independent of Russian vetoes and abstentions.","ai_generated":true,"unit":"saiia-001058#insight-2","date_modified":"2026-10-23"},{"text":"The coincidence of 'in favour' votes between the A3 and Russia declined from 91% in 2014 to 72% in 2020, while coincidence with P3 members remained higher, ranging from 91\u001393% in 2020.","ai_generated":true,"unit":"saiia-001058#insight-3","date_modified":"2026-10-23"},{"text":"A3 members typically avoid voting against resolutions, preferring to abstain on contentious issues; between 2014 and 2020, only three 'against' votes were cast by A3 members (Senegal in 2016, Cte d\u0013Ivoire in 2018, and South Africa in 2019).","ai_generated":true,"unit":"saiia-001058#insight-4","date_modified":"2026-10-23"},{"text":"There is very low coordination in opposing resolutions; only once did an A3 member (South Africa in 2019 regarding Venezuela) vote against a draft resolution that Russia also voted against.","ai_generated":true,"unit":"saiia-001058#insight-5","date_modified":"2026-10-23"},{"text":"African states are increasingly attempting to act as agents rather than subjects in the UNSC by presenting unified positions on African topics, often informed by African Union Peace and Security Council decisions.","ai_generated":true,"unit":"saiia-001058#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Libya","Syria","Ukraine","People's Republic of China","United States","United Kingdom","France","Niger","Kenya","Tunisia","Gabon","Ghana","South Sudan","Sudan","Central African Republic","Somalia","Western Sahara","South Africa","Saint Vincent and the Grenadines","Senegal","Angola","Egypt","Chad","Nigeria","Bosnia and Herzegovina","Rwanda","Ethiopia","Equatorial Guinea"],"frame_perspective":[],"analysis_type":[]},{"id":"iisd-000932","url":"https://climateinsightsdirectory.org/document/iisd-000932","title":"Zero Hunger Summary of Pledges and Commitments","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"fact sheet","language":"en","date_published":"2021-09-20","source_url":"https://www.iisd.org/articles/zero-hunger-summary-companies-pledges-commitments","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"As of May 24, 2022, 43 companies have committed USD 458 million across 48 countries to support the Zero Hunger Private Sector Pledge. The largest individual commitments come from Bayer (USD 160 million) and PepsiCo (USD 100 million), with significant regional focus on Africa, Asia, and Latin America.","ai_generated":true,"unit":"iisd-000932#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"As of May 24, 2022, the Zero Hunger Private Sector Pledge includes commitments from 43 companies totaling USD 458,438,958 across 48 countries and regions.","ai_generated":true,"unit":"iisd-000932#insight-1","date_modified":"2026-10-23"},{"text":"The largest single company commitment is from Bayer at USD 160 million, followed by PepsiCo at USD 100 million.","ai_generated":true,"unit":"iisd-000932#insight-2","date_modified":"2026-10-23"},{"text":"Several companies have committed funds across broad geographic regions, specifically Africa, Asia, and Latin America, including Bayer, PepsiCo, and Unilever.","ai_generated":true,"unit":"iisd-000932#insight-3","date_modified":"2026-10-23"},{"text":"Rabobank has the most extensive list of individual country targets, pledging USD 96,749,863 across 26 different nations, including Bolivia, Brazil, Ethiopia, India, and Zimbabwe.","ai_generated":true,"unit":"iisd-000932#insight-4","date_modified":"2026-10-23"}],"climate_tags":["food security","Sustainable Development Goals","Private sector engagement"],"geography_discussed":["Tanzania","Philippines","Kenya","Thailand","Ethiopia","Nigeria","Cameroon","Uganda","Ghana","Indonesia","Myanmar","Cambodia","India","Bangladesh","Malawi","Brazil","Morocco","Ivory Coast","Burkina Faso","Guinea","Haiti","Madagascar","Sudan","South Africa","Bolivia","Colombia","Ecuador","Guatemala","Mexico","Mozambique","Nicaragua","Paraguay","Peru","Rwanda","Senegal","Sri Lanka","Zambia","Zimbabwe","Chad","Democratic Republic of the Congo","Honduras","Papua New Guinea","Togo"],"frame_perspective":[],"analysis_type":["data summary"]},{"id":"clipolin-000165","url":"https://climateinsightsdirectory.org/document/clipolin-000165","title":"African Risk Capacity","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"case study","language":"en","date_published":"2021-09-16","source_url":"https://www.climatepolicyinitiative.org/gca-africa-adaptation-finance/case_studies/african-risk-capacity-2/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The African Risk Capacity (ARC) operates as a mutual insurance company and agency to help African Union members manage climate shocks through weather-index insurance. Since 2014, ARC Ltd has provided USD 720 million in coverage and paid USD 65 million in claims, primarily targeting the agriculture sector. Participation requires the use of Africa RiskView (ARV) software to define payout thresholds based on rainfall deviation. The program's viability depends on robust subnational climate data, government technical expertise in sovereign insurance, and high-level political awareness.","ai_generated":true,"unit":"clipolin-000165#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The African Risk Capacity (ARC) provides insurance to African Union members to protect food security, utilizing the Africa RiskView (ARV) software to trigger payouts when rainfall deviation crosses a pre-defined threshold.","ai_generated":true,"unit":"clipolin-000165#insight-1","date_modified":"2026-10-23"},{"text":"As of 2020, 34 African Union member states are part of ARC, with 24 having active MOUs and 13 designated as Class A Members who have purchased policies. Seven countries have received payouts.","ai_generated":true,"unit":"clipolin-000165#insight-2","date_modified":"2026-10-23"},{"text":"Between 2014 and the reporting period, ARC Ltd collected over USD 100 million in premiums, provided USD 720 million in insurance coverage for 72 million people, and issued USD 65 million in payouts.","ai_generated":true,"unit":"clipolin-000165#insight-3","date_modified":"2026-10-23"},{"text":"Payouts have primarily supported the agriculture sector, including the replenishment of strategic grain reserves in Malawi (2017) and drought responses in Mauritania (2018) and Madagascar (2020).","ai_generated":true,"unit":"clipolin-000165#insight-4","date_modified":"2026-10-23"},{"text":"The program is supported by interest-free capital from the UK FCDO (GBP 30 million) and KfW on behalf of BMZ (USD 48 million) with maximum terms of 20 years.","ai_generated":true,"unit":"clipolin-000165#insight-5","date_modified":"2026-10-23"},{"text":"Successful implementation of ARC requires subnational weather data for software customization, government technical expertise in weather index insurance, and high-level stakeholder awareness.","ai_generated":true,"unit":"clipolin-000165#insight-6","date_modified":"2026-10-23"}],"climate_tags":["food security","drought","early warning system","disaster risk reduction","adaptation finace"],"geography_discussed":["Bermuda","Malawi","Mauritania","Madagascar","Benin","Burkina Faso","Chad","Comoros","Ivory Coast","Djibouti","The Gambia","Ghana","Guinea","Kenya","Mali","Mozambique","Niger","Nigeria","Rwanda","Senegal","Sudan","Togo","Uganda","Zambia","Zimbabwe"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"clipolin-001084","url":"https://climateinsightsdirectory.org/document/clipolin-001084","title":"COAL POWER FINANCE IN HIGH-IMPACT COUNTRIES","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"briefing","language":"en","date_published":"2021-09","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2021/09/EF2021_CoalFinance_20210915_final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes coal finance in 18 high-impact countries (HICs) with significant electricity access gaps. It finds that while global coal investment is declining, finance persists in HICs, largely driven by Chinese state-owned institutions and a few South Asian nations. The report argues that coal is misaligned with Sustainable Development Goal 7 (SDG7) due to long development timelines and high infrastructure costs, contrasting this with the efficiency of distributed renewable energy. It highlights the risk of stranded assets in Bangladesh and Pakistan and the operational hurdles facing coal in Africa, concluding that a shift toward renewables and finance-based carbon accounting is necessary to achieve net-zero goals.","ai_generated":true,"unit":"clipolin-001084#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Between 2013 and 2019, financial institutions based in China provided 40 percent of the total USD 42 billion in finance committed to coal-fired power plants in the 18 analyzed high-impact countries (HICs).","ai_generated":true,"unit":"clipolin-001084#insight-1","date_modified":"2026-10-23"},{"text":"India is the primary driver of coal capacity expansion among HICs, hosting 87 percent of the total coal generation pipeline currently under active development.","ai_generated":true,"unit":"clipolin-001084#insight-2","date_modified":"2026-10-23"},{"text":"International public finance has been the dominant source of funding for new coal plants in HICs since 2013, whereas nearly 60 percent of finance for new renewable power plants in the same period came from domestic private investors.","ai_generated":true,"unit":"clipolin-001084#insight-3","date_modified":"2026-10-23"},{"text":"Coal-fired power is deemed incompatible with the 2030 target for universal electricity access (SDG7) because of the long development timelines for thermal generators and their required infrastructure.","ai_generated":true,"unit":"clipolin-001084#insight-4","date_modified":"2026-10-23"},{"text":"In Bangladesh and Pakistan, newly commissioned coal plants are underutilized due to infrastructure constraints and lower-than-expected demand, leading to significant 'capacity payments' to plant owners.","ai_generated":true,"unit":"clipolin-001084#insight-5","date_modified":"2026-10-23"},{"text":"Coal development in Sub-Saharan African HICs faces a high failure rate; of 20 GW of planned coal projects, 18.1 GW have been shelved or cancelled.","ai_generated":true,"unit":"clipolin-001084#insight-6","date_modified":"2026-10-23"},{"text":"China has exported outdated subcritical coal technology to HICs to monetize surplus capacity and provide jobs for domestic workers, despite using more efficient supercritical designs within its own borders.","ai_generated":true,"unit":"clipolin-001084#insight-7","date_modified":"2026-10-23"},{"text":"Many global commercial banks maintain a contradiction between their public net-zero commitments and their business practices, continuing to fund coal through corporate finance for project sponsors.","ai_generated":true,"unit":"clipolin-001084#insight-8","date_modified":"2026-10-23"},{"text":"The Lamu coal project in Kenya serves as a case study for the risks of coal investment, where a project with backing from the Kenyan government, Chinese banks, and the AfDB eventually collapsed due to community opposition, environmental reviews, and financial withdrawals.","ai_generated":true,"unit":"clipolin-001084#insight-9","date_modified":"2026-10-23"}],"climate_tags":["coal-fired power station","climate finance","renewable energy","stranded asset","energy access","carbon accounting","energy transition"],"geography_discussed":["Bangladesh","India","Pakistan","Angola","Burkina Faso","Chad","Democratic Republic of the Congo","Ethiopia","Kenya","Madagascar","Malawi","Mozambique","Niger","Nigeria","South Sudan","Sudan","Uganda","Tanzania","People's Republic of China","Japan","South Korea","United States"],"frame_perspective":[],"analysis_type":["financial analysis","policy review","risk assessment"]}]}