{"query_echo":{"q":"","filters":{"geography":["Africa"]},"warnings":[]},"total":{"value":3818,"relation":"eq"},"page":7,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Africa&page=7","next":"https://climateinsightsdirectory.org/api/v1/search?geography=Africa&page=8","stability":"beta","ai_marking":{"digital_source_type":{"uri":"http://cv.iptc.org/newscodes/digitalsourcetype/trainedAlgorithmicMedia","name":"Created using Generative AI"},"notice":"Summary and key insights are generated using artificial intelligence."},"results":[{"id":"issafri-000277","url":"https://climateinsightsdirectory.org/document/issafri-000277","title":"Technological Leapfrogging and the Formalisation of Africa’s Informal Sector","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"research paper","language":"en","date_published":"2026-05-25","source_url":"https://futures.issafrica.org/thematic/guide.pdf?thematic=09-leapfrog&topic=05-technological-leapfrogging","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The paper examines the role of technological leapfrogging in transitioning Africa's large informal economy into the formal sector. It highlights that in 2024, the informal sector accounted for 58% of the labour force and 27% of GDP, with projections suggesting a decline to 50% of the labour force and 24% of GDP by 2050. The author identifies digital ID systems as the critical first step for formalisation, noting that roughly half of the world's one billion people without official identification live in Africa. The document asserts that digitisation—including biometric IDs, mobile payment solutions, and PAYG models—can expand the tax base and improve access to credit and social protections without imposing heavy compliance costs on small-scale operators.","ai_generated":true,"unit":"issafri-000277#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Africa's informal sector represents a significant portion of the economy, though it is projected to shrink slightly by 2050. In 2024, it comprised approximately 27% of GDP and 58% of the total labour force, with forecasts predicting a decrease to 24% of GDP and 50% of the labour force by 2050.","ai_generated":true,"unit":"issafri-000277#insight-1","date_modified":"2026-10-23"},{"text":"Digital ID systems are identified as the essential starting point for formalisation. Africa is home to approximately half of the one billion people globally who lack official identification, although countries like Nigeria and South Africa have advanced biometric ID programs.","ai_generated":true,"unit":"issafri-000277#insight-2","date_modified":"2026-10-23"},{"text":"Widespread adoption of digital ID coverage has the potential to generate significant economic value. A McKinsey study involving seven countries, including Ethiopia and Nigeria, estimated that such coverage could unlock value equal to 3–13% of GDP by 2030.","ai_generated":true,"unit":"issafri-000277#insight-3","date_modified":"2026-10-23"},{"text":"Technological tools allow governments to expand the tax base and increase domestic revenue mobilisation with low burdens on small operators. Specifically, mobile payment platforms, biometric IDs, and digital transaction records enable the monitoring of economic activity without onerous compliance requirements.","ai_generated":true,"unit":"issafri-000277#insight-4","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["South Africa","Nigeria","Brazil","People's Republic of China","Ethiopia","India","United Kingdom","United States"],"frame_perspective":[],"analysis_type":["economic forecasting","policy analysis"]},{"id":"issafri-000309","url":"https://climateinsightsdirectory.org/document/issafri-000309","title":"Progress and Challenges with Infrastructure in Africa","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"research paper","language":"en","date_published":"2026-05-25","source_url":"https://futures.issafrica.org/thematic/guide.pdf?thematic=11-large-infrastructure&topic=03-progress-challenges","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Africa has seen infrastructure improvements, particularly in sub-Saharan Africa, but continues to face a substantial deficit driven by population growth and urbanisation. Financing is characterized by a tension between concessional Western multilateral loans and more commercial, opaque Chinese lending via the Belt and Road Initiative. Recent efforts, such as the PIDA framework and the 2025 Africa Infrastructure Financing Summit, aim to align investment with pan-African priorities and global sustainability goals, including a transition toward renewables and electric mobility.","ai_generated":true,"unit":"issafri-000309#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Infrastructure development in Africa has improved over the last two decades, though progress varies by region. Between 2003 and 2025, sub-Saharan Africa increased its average Africa Infrastructure Development Index (AIDI) score by approximately 50%, while North Africa saw a more modest increase of about 12% due to its higher starting baseline.","ai_generated":true,"unit":"issafri-000309#insight-1","date_modified":"2026-10-23"},{"text":"Despite progress, a significant infrastructure deficit remains because public financing is limited by debt and competing priorities in health and education, while private investment is unevenly distributed across a few commercially viable projects and countries.","ai_generated":true,"unit":"issafri-000309#insight-2","date_modified":"2026-10-23"},{"text":"China has become a primary source of infrastructure finance through the Belt and Road Initiative, focusing on trade-enabling assets like roads, railways, and ports. However, Chinese lending is often less transparent and carries higher interest rates and shorter maturities compared to the more concessional and transparent financing provided by the IMF and World Bank.","ai_generated":true,"unit":"issafri-000309#insight-3","date_modified":"2026-10-23"},{"text":"The African Union's Programme for Infrastructure Development in Africa (PIDA) is working to align financing with continental priorities. At the October 2025 Africa Infrastructure Financing Summit in Luanda, investors committed US$18 billion to fund 38 bankable projects and 11 additional projects aligned with the AU's blueprint.","ai_generated":true,"unit":"issafri-000309#insight-4","date_modified":"2026-10-23"},{"text":"Infrastructure planning is shifting toward sustainability and climate resilience, specifically through the adoption of renewables and electric mobility. A notable example is the 2024 launch of the Dakar Bus Rapid Transit (BRT) system in Senegal, the first large-scale fully electric BRT network in Africa.","ai_generated":true,"unit":"issafri-000309#insight-5","date_modified":"2026-10-23"}],"climate_tags":["transportation","climate resilience","renewable energy","electromobility","sustainable finance","Sustainable Development Goals","climate finance"],"geography_discussed":["North Africa","sub-Saharan Africa","Senegal","Luanda"],"frame_perspective":[],"analysis_type":["trend analysis","comparative analysis","policy assessment"]},{"id":"issafri-000324","url":"https://climateinsightsdirectory.org/document/issafri-000324","title":"Large Infrastructure Scenario Impact on Financing for Infrastructure","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"research paper","language":"en","date_published":"2026-05-25","source_url":"https://futures.issafrica.org/thematic/guide.pdf?thematic=11-large-infrastructure&topic=10-scenario-impact","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","analysis_type"],"summary":{"text":"The analysis compares two scenarios for African infrastructure financing up to 2050. Under the 'Large Infrastructure and Leapfrogging' scenario, government spending is projected to reach US$267 billion by 2050, exceeding the 'Current Path' forecast by US$44 billion. Average annual public spending from 2027 to 2050 is expected to be US$171 billion in this scenario, compared to US$150 billion under the Current Path.","ai_generated":true,"unit":"issafri-000324#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"National governments are the lead funders of infrastructure in Africa, providing 41% of total commitments between 2016 and 2020.","ai_generated":true,"unit":"issafri-000324#insight-1","date_modified":"2026-10-23"},{"text":"By 2050, government spending on infrastructure under the Large Infrastructure and Leapfrogging scenario is projected to be US$267 billion (in 2017 constant dollars), which is US$44 billion more than the US$223 billion forecast for the Current Path.","ai_generated":true,"unit":"issafri-000324#insight-2","date_modified":"2026-10-23"},{"text":"Between 2027 and 2050, the average annual public infrastructure spending under the Large Infrastructure and Leapfrogging scenario is projected at US$171 billion (2017 constant dollars), whereas the Current Path projects US$150 billion.","ai_generated":true,"unit":"issafri-000324#insight-3","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":[],"frame_perspective":[],"analysis_type":["scenario analysis","forecasting"]},{"id":"recourse-000013","url":"https://climateinsightsdirectory.org/document/recourse-000013","title":"African Development Bank Annual Meetings 2026","publisher":{"name":"Recourse","organization":"recourse"},"document_type":"statement","language":"en","date_published":"2026-05-21","source_url":"https://re-course.org/newsupdates/african-development-bank-annual-meetings-2026/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"At the 2026 African Development Bank (AfDB) Annual Meetings, Recourse is calling for a shift in development finance to prioritise equitable renewable energy access and a just transition across Africa. The organisation demands a dedicated financing window for decentralised renewable energy (DRE), targeting at least 30% of energy access financing by 2027, and urges the Bank to halt all LNG and fossil gas financing. Recourse also advocates for grant-based and concessional public finance to prevent increasing debt distress and calls for stronger protections for communities affected by energy and extractive projects.","ai_generated":true,"unit":"recourse-000013#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Recourse identifies a significant decline in the African Development Bank's (AfDB) funding for decentralised renewable energy (DRE), noting that DRE represented less than 15% of the energy portfolio from 2016 to 2022 and dropped to $61 million in 2024, which is a 90% decrease from 2023.","ai_generated":true,"unit":"recourse-000013#insight-1","date_modified":"2026-10-23"},{"text":"The AfDB has continued financing for liquefied natural gas (LNG) in Mozambique, including a $150 million loan approved in January 2026 for the Coral North Floating LNG project in Cabo Delgado, bringing total support for LNG in the country to approximately $550 million since 2020.","ai_generated":true,"unit":"recourse-000013#insight-2","date_modified":"2026-10-23"},{"text":"Recourse reports a shift in the AfDB's energy approvals, where financing for sustainable renewables fell from $694.5 million in 2023 to $61 million in 2024, while 'false solutions'—including large hydro and certain wind and transmission projects—rose to 73% of approvals.","ai_generated":true,"unit":"recourse-000013#insight-3","date_modified":"2026-10-23"},{"text":"Recourse demands specific policy changes from the AfDB, including a dedicated DRE financing window with 30% of energy access funds allocated to DRE by 2027, a total exclusion of fossil fuels and LNG from the Energy Sector Policy, and the prioritisation of grant-based and concessional finance via the African Development Fund to mitigate debt distress.","ai_generated":true,"unit":"recourse-000013#insight-4","date_modified":"2026-10-23"}],"climate_tags":["energy access","just transition","natural gas","liquefied natural gas","climate finance","Blended Finance","Environmental and Social Safeguards"],"geography_discussed":["Mozambique","Democratic Republic of the Congo","Ethiopia","Madagascar","Cabo Delgado Province","Brazzaville","Republic of the Congo","South Africa","Senegal"],"frame_perspective":[],"analysis_type":["policy demand","financial analysis"]},{"id":"saiia-000102","url":"https://climateinsightsdirectory.org/document/saiia-000102","title":"Under Duress: Journalism in Authoritarian Contexts","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"executive summary","language":"en","date_published":"2026-05-18","source_url":"https://saiia.org.za/research/under-duress-journalism-in-authoritarian-contexts/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights"],"summary":{"text":"This executive summary describes a roundtable discussion involving 42 journalists, scholars, and civil society representatives focused on the challenges of journalism in authoritarian contexts across Africa. The report examines the nature of intimidation, newsroom dynamics, psychological impacts, and coping strategies used by reporters facing state pressure.","ai_generated":true,"unit":"saiia-000102#summary","date_modified":"2026-08-17"},"key_insights":[{"text":"Journalism in Africa is facing increasing pressure from governments that are becoming more authoritarian and less tolerant of the profession's role as a watchdog over state power.","ai_generated":true,"unit":"saiia-000102#insight-1","date_modified":"2026-08-17"},{"text":"Pressures on journalists manifest in various forms, ranging from physical risks and targeting during reports on conflict to economic precarity, the framing of journalism as a national security issue, reduced donor support, and pressure to produce 'developmental' journalism.","ai_generated":true,"unit":"saiia-000102#insight-2","date_modified":"2026-08-17"},{"text":"The roundtable discussion, which included 17 investigative reporters from seven African countries, focused on four primary themes: the nature of pressures and intimidation, how these pressures affect different newsroom roles, the psychological and emotional consequences of such work, and the strategies journalists use to respond.","ai_generated":true,"unit":"saiia-000102#insight-3","date_modified":"2026-08-17"},{"text":"Due to the high physical risk faced by participants, the event employed strict security measures, including keeping the date, location, and participant list secret, avoiding recordings, and delaying the report's release to protect identities.","ai_generated":true,"unit":"saiia-000102#insight-4","date_modified":"2026-08-17"}],"climate_tags":[],"geography_discussed":[],"frame_perspective":[],"analysis_type":[]},{"id":"natjust-000082","url":"https://climateinsightsdirectory.org/document/natjust-000082","title":"The cost of delay: Africa’s energy transition is being decided elsewhere","publisher":{"name":"Natural Justice","organization":"natural-justice"},"document_type":"statement","language":"en","date_published":"2026-05-11","source_url":"https://naturaljustice.org/the-cost-of-delay-africas-energy-transition-is-being-decided-elsewhere/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The statement contends that Africa's reliance on fossil fuels leaves its communities vulnerable to external shocks, such as the economic ripple effects of the US-Iran war. It advocates for the implementation of existing frameworks like the African Single Electricity System and the African Union Green Minerals Strategy to achieve energy sovereignty and justice, arguing that transitioning to net-zero is more cost-effective than enduring the costs of global energy instability.","ai_generated":true,"unit":"natjust-000082#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"African communities are currently suffering the economic consequences of the US-Iran war through volatile oil prices, which impact local transport, the transportation of goods, and access to fertilisers. In Zimbabwe, this has manifested as a 70% increase in transport costs for workers, while in South Africa, it has led to the panic-buying of diesel and petrol.","ai_generated":true,"unit":"natjust-000082#insight-1","date_modified":"2026-10-23"},{"text":"The document asserts that transitioning to net-zero is more economical than bearing the costs associated with the US-Israel led war on Iran, which has disrupted global oil supplies. It argues against the pursuit of local or alternative oil and gas, citing the environmental damage seen in Nigeria and the political instability observed in Iraq, Afghanistan, Iran, and Venezuela.","ai_generated":true,"unit":"natjust-000082#insight-2","date_modified":"2026-10-23"},{"text":"Africa possesses the necessary resources and frameworks to establish a sovereign energy system, including over 30% of the world's critical minerals and the labor capacity for renewable energy manufacturing. Key foundational plans identified include the African Single Electricity System, the African Renewable Energy Initiative, and the African Union Green Minerals Strategy.","ai_generated":true,"unit":"natjust-000082#insight-3","date_modified":"2026-10-23"},{"text":"The document highlights a systemic injustice where fossil fuel companies maintain profit margins by passing increased costs to the poorest consumers, while continuing to benefit from subsidies.","ai_generated":true,"unit":"natjust-000082#insight-4","date_modified":"2026-10-23"}],"climate_tags":["just transition","energy justice","renewable energy","fossil fuel","Net-zero emissions","critical minerals"],"geography_discussed":["Zimbabwe","South Africa","United States","Iran","Nigeria","Venezuela","Iraq","Afghanistan","United Kingdom"],"frame_perspective":[],"analysis_type":["policy analysis","economic assessment"]},{"id":"issafri-000029","url":"https://climateinsightsdirectory.org/document/issafri-000029","title":"AFRICA EMPLOYMENT FORECAST: THEMATIC FUTURES","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"research paper","language":"en","date_published":"2026-05-04","source_url":"https://futures.issafrica.org/thematic/guide.pdf?thematic=13-work-jobs&topic=01-introduction","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Africa faces a critical gap between rapid labour force growth and the creation of formal jobs. By 2043, the labour force is expected to almost double from its 2023 level of 576 million. While the services sector continues to dominate GDP, a 'Combined' scenario involving pro-growth policies could increase Africa's GDP to US$8.9 trillion by 2043, compared to US$6.4 trillion on the 'Current Path'.","ai_generated":true,"unit":"issafri-000029#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Africa's labour force is growing significantly faster than the demand for formal employment, with only 2.6 to 3 million formal jobs created annually, leading to a concentration of growth in the informal sector.","ai_generated":true,"unit":"issafri-000029#insight-1","date_modified":"2026-10-23"},{"text":"The African labour force is projected to almost double by 2043 from its 2023 size of 576 million, with nearly 25% of all global labour force entrants coming from Africa by that date.","ai_generated":true,"unit":"issafri-000029#insight-2","date_modified":"2026-10-23"},{"text":"Africa's labour force participation rate is higher than the global average, reaching 64.5% for the continent and 67.7% for sub-Saharan Africa in 2023, compared to a global average of 60.5%.","ai_generated":true,"unit":"issafri-000029#insight-3","date_modified":"2026-10-23"},{"text":"Economic forecasts for 2043 show that a 'Combined' scenario with pro-growth policies would result in a GDP of US$8.9 trillion, a 39.5% increase over the 'Current Path' forecast of US$6.4 trillion.","ai_generated":true,"unit":"issafri-000029#insight-4","date_modified":"2026-10-23"},{"text":"The African economy is shifting toward services; on the 'Current Path', the services sector's contribution to GDP is expected to rise from 53% in 2023 to 56.5% by 2043, while agriculture's share is forecast to drop from 14% to 7.6%.","ai_generated":true,"unit":"issafri-000029#insight-5","date_modified":"2026-10-23"}],"climate_tags":["economic growth","gross domestic product","industrial manufacturing"],"geography_discussed":["sub-Saharan Africa","People's Republic of China","World"],"frame_perspective":[],"analysis_type":["forecasting","scenario analysis"]},{"id":"issafri-000169","url":"https://climateinsightsdirectory.org/document/issafri-000169","title":"Size and Quality of Labour in Africa compared with China and India","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"research paper","language":"en","date_published":"2026-05-04","source_url":"https://futures.issafrica.org/thematic/guide.pdf?thematic=13-work-jobs&topic=04-size-and-quality-of-labour","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes Africa's labour force relative to China and India, noting that while Africa has a rapidly growing and youthful workforce that could attract labour-intensive industries, it lags significantly in education, health, and overall labour productivity. Forecasts suggest that without substantial improvements in human capital, the productivity gap between Africa and its Asian counterparts will widen by 2043.","ai_generated":true,"unit":"issafri-000169#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Africa's labour force is growing rapidly and is expected to surpass China's by 2034 and exceed 1 billion people by 2043.","ai_generated":true,"unit":"issafri-000169#insight-1","date_modified":"2026-10-23"},{"text":"Africa significantly trails China and India in adult education levels. In 2023, the mean years of education for African adults was 6.8 years, compared to 7.6 in India and 8.9 in China. This gap is forecast to widen by 2043 on the 'Current Path' scenario.","ai_generated":true,"unit":"issafri-000169#insight-2","date_modified":"2026-10-23"},{"text":"Health outcomes in Africa are poorer than in China and India, as measured by disability-adjusted life years (DALYs). In 2023, Africa's burden of ill health was nearly double that of China, with 392,000 DALYs per million people compared to China's 209,000.","ai_generated":true,"unit":"issafri-000169#insight-3","date_modified":"2026-10-23"},{"text":"African labour productivity is substantially lower than that of China and India and is forecast to decline further in relative terms. By 2043, African labour productivity is projected to be less than half of India's and only about 13% of China's.","ai_generated":true,"unit":"issafri-000169#insight-4","date_modified":"2026-10-23"}],"climate_tags":["public health","economic development"],"geography_discussed":["People's Republic of China","India"],"frame_perspective":[],"analysis_type":["comparative analysis","forecasting"]},{"id":"issafri-000187","url":"https://climateinsightsdirectory.org/document/issafri-000187","title":"AFRICA EMPLOYMENT FORECAST: THEMATIC FUTURES","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"research paper","language":"en","date_published":"2026-05-04","source_url":"https://futures.issafrica.org/thematic/guide.pdf?thematic=13-work-jobs&topic=09-conclusion","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report warns that Africa's labour force growth is outstripping job supply, leaving many dependent on a low-productivity informal sector. It argues that while agriculture and services will provide most jobs, manufacturing offers the highest long-term impact. To avoid social instability and the risk of a missed demographic dividend, the authors advocate for digitisation to formalise the informal economy, massive upskilling in AI and STEM, and a shift in mindset from seeking jobs to creating them through entrepreneurship.","ai_generated":true,"unit":"issafri-000187#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Current trends indicate that the growth of the African labour force will exceed the number of available jobs, forcing many citizens into an informal sector marked by income insecurity, low productivity, and a lack of social protection.","ai_generated":true,"unit":"issafri-000187#insight-1","date_modified":"2026-10-23"},{"text":"While agriculture and services are expected to provide the most additional employment due to their current economic dominance, the manufacturing sector is identified as having the largest positive impact on job creation in the medium and long term because of its capacity for technological integration and value addition.","ai_generated":true,"unit":"issafri-000187#insight-2","date_modified":"2026-10-23"},{"text":"The gap between the expectations of connected youth and their actual opportunities could lead to increased civil unrest, social discontent, and higher rates of legal or irregular migration.","ai_generated":true,"unit":"issafri-000187#insight-3","date_modified":"2026-10-23"},{"text":"Digitisation is presented as a critical tool to empower the informal sector by providing access to finance and creating productive linkages, as well as modernising agriculture for smallholder farmers.","ai_generated":true,"unit":"issafri-000187#insight-4","date_modified":"2026-10-23"},{"text":"African governments and agencies are implementing AI strategies focused on upskilling, entrepreneurship, and infrastructure. Specific examples include Nigeria's National AI Strategy (NAIS), which aims to provide AI skills to 70% of youth aged 16-35 by 2027, and Rwanda's initiative for 100% internet coverage.","ai_generated":true,"unit":"issafri-000187#insight-5","date_modified":"2026-10-23"},{"text":"To effectively reduce unemployment and poverty, the report argues for a cultural shift toward entrepreneurship—moving from 'getting an education to get a job' to 'getting an education to create jobs'—and suggests that massive scale social grants and public work programs will be necessary for survival for many.","ai_generated":true,"unit":"issafri-000187#insight-6","date_modified":"2026-10-23"}],"climate_tags":["agriculture","industrial manufacturing"],"geography_discussed":["Nigeria","Kenya","Ghana","Rwanda"],"frame_perspective":[],"analysis_type":["forecasting","policy analysis"]},{"id":"issafri-000306","url":"https://climateinsightsdirectory.org/document/issafri-000306","title":"Defining the concept of work","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"research paper","language":"en","date_published":"2026-05-04","source_url":"https://futures.issafrica.org/thematic/guide.pdf?thematic=13-work-jobs&topic=02-concept-of-work","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed"],"summary":{"text":"The document outlines the International Labour Organisation's definition of employment and highlights the disconnect between having a job and escaping poverty. It identifies the 'working poor' as those whose employment incomes are insufficient to lift them out of extreme poverty, noting that 29.3% of employed people in Africa lived below US$2.15 per day in 2024, with figures exceeding 70% in Madagascar and the DR Congo.","ai_generated":true,"unit":"issafri-000306#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The International Labour Organisation (ILO) defines an employed person as anyone aged 15 or older who has worked at least one hour for pay in a given week, or is temporarily absent for reasons such as illness, maternity, or annual leave, regardless of whether the employment is formal or informal.","ai_generated":true,"unit":"issafri-000306#insight-1","date_modified":"2026-10-23"},{"text":"The 'working poor' are defined as the employed population living in extreme poverty because their employment-related incomes cannot ensure decent living conditions or lift their families out of poverty. This is driven by factors such as underemployment, high dependency ratios, a high cost of living, and low wages.","ai_generated":true,"unit":"issafri-000306#insight-2","date_modified":"2026-10-23"},{"text":"In 2024, approximately 238 million employed people globally (6.9%) lived in extreme poverty, defined as less than US$2.15 per day in Purchasing Power Parity (PPP).","ai_generated":true,"unit":"issafri-000306#insight-3","date_modified":"2026-10-23"},{"text":"Africa has a higher proportion of working poor than other regions, with 29.3% of the total employed labour force in Africa estimated to be living below US$2.15 per day in 2024. In Madagascar and the DR Congo, this figure exceeds 70% of the employed labour force.","ai_generated":true,"unit":"issafri-000306#insight-4","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Democratic Republic of the Congo","South Africa","Madagascar"],"frame_perspective":[],"analysis_type":[]},{"id":"issafri-000326","url":"https://climateinsightsdirectory.org/document/issafri-000326","title":"AFRICA EMPLOYMENT FORECAST: THEMATIC FUTURES","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-05-04","source_url":"https://futures.issafrica.org/thematic/guide.pdf?thematic=13-work-jobs&topic=08-social-grants","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that African governments must rely on social grants and employment schemes to support populations not absorbed by the economy. It highlights South Africa's expansive but potentially unsustainable grant system and the Expanded Public Works Programme. The text discusses the transition from conditional to universal grants and the use of biometric identification systems, like India's Aadhaar, to reduce corruption. A critical barrier identified is Africa's low tax-to-GDP ratio (16.5%), exacerbated by tax breaks for investors, which limits the funding available for these social protections.","ai_generated":true,"unit":"issafri-000326#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"South Africa has significantly expanded its social grant system, with beneficiaries increasing from four million in 1994 to over 28 million today, though 40% of the population still lives in poverty based on a US$6.85 extreme poverty benchmark.","ai_generated":true,"unit":"issafri-000326#insight-1","date_modified":"2026-10-23"},{"text":"The Expanded Public Works Programme (EPWP) in South Africa has provided over eight million work opportunities since 2004, serving as a short-term bridge to improve employability through skills and experience.","ai_generated":true,"unit":"issafri-000326#insight-2","date_modified":"2026-10-23"},{"text":"Digital biometric identification systems, such as India's Aadhaar project which enrolled over 1.4 billion adults, can mitigate corruption in grant distribution by enabling direct transfers to bank accounts.","ai_generated":true,"unit":"issafri-000326#insight-3","date_modified":"2026-10-23"},{"text":"African governments face severe funding constraints for social programs due to a low average tax-to-GDP ratio of 16.5%, which is lower than that of Asia and the Pacific (19.1%), Latin America and the Caribbean (21.9%), and OECD countries (33.5%).","ai_generated":true,"unit":"issafri-000326#insight-4","date_modified":"2026-10-23"},{"text":"Ethiopia successfully expanded its tax base between 2007 and 2013, with total taxes collected increasing from US$1.3 billion to US$3.8 billion, and the tax contribution to government revenue rising from 48% in 2007 to 82% in 2016.","ai_generated":true,"unit":"issafri-000326#insight-5","date_modified":"2026-10-23"}],"climate_tags":["poverty reduction","fiscal policy"],"geography_discussed":["South Africa","India","Ethiopia","Kenya","Brazil","People's Republic of China"],"frame_perspective":[],"analysis_type":["forecasting","policy analysis"]},{"id":"catf-000535","url":"https://climateinsightsdirectory.org/document/catf-000535","title":"Strengthening the Environmental Benefits of Anaerobic Digestors Through Robust Measuring, Monitoring, Reporting, and Verification","publisher":{"name":"Clean Air Task Force","organization":"clean-air-task-force"},"document_type":"report","language":"en","date_published":"2026-05","source_url":"https://www.catf.us/wp-content/uploads/2026/05/Anaerobic-Digestors-Report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that methane emissions from anaerobic digestion (AD) systems typically range from 0.5% to 6% of total production, with some plants reaching 41%, which is significantly higher than average levels in the oil and gas industry. Current regulatory frameworks in countries like France and Germany often prioritize worker safety over methane mitigation, and the United States lacks dedicated federal or state regulations for AD methane emissions. The report emphasizes that digestate storage is frequently the largest emission source, particularly in the U.S. where lagoons are often uncovered. It recommends implementing robust, facility-level MMRV, mandatory leak detection and repair (LDAR) programs, and the use of conservatively high default emission factors in carbon crediting methodologies to incentivize actual emission reductions.","ai_generated":true,"unit":"catf-000535#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Methane losses in modern anaerobic digestion (AD) plants are estimated to be between 0.5% and 6% of total methane produced, with a mean value just under 5%, while legacy plants exhibit far higher emissions.","ai_generated":true,"unit":"catf-000535#insight-1","date_modified":"2026-10-23"},{"text":"Site-wide measurement studies of AD projects report total methane losses typically between 3.5–6%, though some individual cases have shown emission rates as high as 41%.","ai_generated":true,"unit":"catf-000535#insight-2","date_modified":"2026-10-23"},{"text":"Digestate processing and storage are often the largest contributors to methane emissions, with losses commonly between 2–4% and reaching up to 12-15% during warmer months or at facilities lacking gas-tight storage.","ai_generated":true,"unit":"catf-000535#insight-3","date_modified":"2026-10-23"},{"text":"Biogas utilization and upgrading are major emission sources; methane slip from Combined Heat and Power (CHP) units typically ranges from 1–5%, and upgrading losses range from 0.9% to over 3.0%.","ai_generated":true,"unit":"catf-000535#insight-4","date_modified":"2026-10-23"},{"text":"Regulatory priorities for AD systems vary by country, with many focusing on worker health and safety rather than methane mitigation; notably, the United States lacks federal and state regulations specifically for AD methane emissions.","ai_generated":true,"unit":"catf-000535#insight-5","date_modified":"2026-10-23"},{"text":"Current carbon offset and crediting methodologies, including those from the American Carbon Registry, Gold Standard, and Verified Carbon Standard, rely heavily on default emission factors and have incomplete coverage of AD emission sources.","ai_generated":true,"unit":"catf-000535#insight-6","date_modified":"2026-10-23"},{"text":"Industry associations generally recognize methane losses as an economic issue but often downplay the sector's role as a significant methane source, with the U.S. industry supporting general emission factors over rigorous MMRV.","ai_generated":true,"unit":"catf-000535#insight-7","date_modified":"2026-10-23"},{"text":"The report recommends that carbon crediting methodologies apply conservatively high default emission factors to incentivize the adoption of facility-level MMRV.","ai_generated":true,"unit":"catf-000535#insight-8","date_modified":"2026-10-23"}],"climate_tags":["methane emissions","biogas","renewable natural gas","carbon offset","waste management","renewable energy"],"geography_discussed":["Western Europe","Eastern Europe","Asia","Latin America","Africa","People's Republic of China"],"frame_perspective":[],"analysis_type":["policy assessment","technical review"]},{"id":"cmw-000616","url":"https://climateinsightsdirectory.org/document/cmw-000616","title":"Trading carbon credits for human rights: Does Article 6.4 of the Paris Agreement protect Indigenous Peoples and local communities?","publisher":{"name":"Carbon Market Watch","organization":"carbon-market-watch"},"document_type":"report","language":"en","date_published":"2026-05","source_url":"https://carbonmarketwatch.org/wp-content/uploads/2026/04/CMW_Trading-carbon-credits_Report_29.04.26_V02.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that the Article 6.4 Sustainable Development (SD) Tool is primarily procedural and fails to protect Indigenous Peoples and local communities due to an overreliance on national laws, narrow definitions of Indigenous status, and a restrictive approach to Free, Prior and Informed Consent (FPIC). Geospatial analysis reveals that hundreds of projects in the Article 6 pipeline—including both new notifications and transitioning Clean Development Mechanism (CDM) projects—overlap with or are in close proximity to Indigenous and community lands, particularly in Asia. Documented cases in India, Kenya, Colombia, and Brazil demonstrate that these gaps have already led to involuntary resettlement, inadequate compensation, and long-term land conflicts.","ai_generated":true,"unit":"cmw-000616#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The SD Tool's social safeguards are largely procedural and lack a clear hierarchy of legal standards, meaning they do not specify that international human rights norms should prevail when national laws are weak or exclusionary.","ai_generated":true,"unit":"cmw-000616#insight-1","date_modified":"2026-10-23"},{"text":"The SD Tool employs a narrow definition of 'Indigenous Peoples' and restricts the application of Free, Prior and Informed Consent (FPIC) to specific cases, leaving customary rights-holders and local communities without equivalent procedural protections.","ai_generated":true,"unit":"cmw-000616#insight-2","date_modified":"2026-10-23"},{"text":"The SD Tool's compensation logic is limited to an economic 'no worse off' standard, which fails to account for the social, cultural, and spiritual value of land for forest-dependent communities and Indigenous Peoples.","ai_generated":true,"unit":"cmw-000616#insight-3","date_modified":"2026-10-23"},{"text":"Geospatial analysis of the Article 6 pipeline shows substantial risk of land rights infringements: of 663 geolocated projects that submitted a prior consideration notification (PCN), 117 show a high risk of direct overlap with Indigenous and community lands, and 309 transitioning CDM projects show potential overlap.","ai_generated":true,"unit":"cmw-000616#insight-4","date_modified":"2026-10-23"},{"text":"Regional analysis indicates that Asia hosts the highest number of land-intensive projects with high overlap risks, specifically in India, Southeast Asia, and China.","ai_generated":true,"unit":"cmw-000616#insight-5","date_modified":"2026-10-23"},{"text":"Real-world evidence from the Article 6 pipeline confirms that projects are associated with involuntary resettlement and inadequate compensation, such as the Sogamoso hydropower project in Colombia and the Lake Turkana wind power project in Kenya.","ai_generated":true,"unit":"cmw-000616#insight-6","date_modified":"2026-10-23"},{"text":"Many projects are built upon long-standing, unresolved land conflicts, such as the Paracel Carbon Forestry project in Paraguay and the Mau Forest project in Kenya, where communities like the Ogiek face insecure tenure and forced evictions.","ai_generated":true,"unit":"cmw-000616#insight-7","date_modified":"2026-10-23"}],"climate_tags":["carbon credit","land tenure","indigenous people","Free, Prior and Informed Consent","human rights","hydropower","wind energy","solar energy","reforestation","afforestation","ecological restoration","nature-based solutions"],"geography_discussed":["Asia","India","People's Republic of China","Africa","Kenya","Latin America and the Caribbean","Brazil","Colombia","Paraguay","Vietnam","Philippines","Ethiopia","Mexico","Laos","Pakistan"],"frame_perspective":[],"analysis_type":["benchmarking","geospatial analysis","systematic review","case study"]},{"id":"fsdafri-000240","url":"https://climateinsightsdirectory.org/document/fsdafri-000240","title":"Why capital market development matters and where the focus should be","publisher":{"name":"FSD Africa","organization":"fsd-africa"},"document_type":"report","language":"en","date_published":"2026-05","source_url":"https://fsdafrica.org/wp-content/uploads/2026/05/Why-Capital-Market-Development-matters-and-where-the-focus-should-be-FINAL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report asserts that capital markets are essential for African economies to finance climate adaptation, infrastructure, and demographic shifts amidst declining foreign aid and FDI. It argues that while public equity markets have limited utility for smaller or frontier markets due to high costs and information asymmetries, corporate bond markets and hybrid structures—combining public disclosure with private flexibility—offer more practical pathways. The author emphasizes that macroeconomic stability and pension reforms are foundational to increasing the domestic savings base. The document recommends using guarantees, pooled investment vehicles, and project preparation platforms to increase institutional investor confidence and develop bankable projects in infrastructure, housing, and MSMEs.","ai_generated":true,"unit":"fsdafri-000240#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Domestic capital markets have become essential for African economies due to increasing financing needs for climate change, natural capital restoration, and demographic shifts, compounded by a decline in bilateral aid and foreign direct investment since 2018.","ai_generated":true,"unit":"fsdafri-000240#insight-1","date_modified":"2026-10-23"},{"text":"Pension reforms and macroeconomic stability are critical prerequisites for capital market growth; evidence shows that countries implementing mandatory funded pension programs saw domestic net issuance activity rise from an average of 0.7% to 3.2% of GDP within four years.","ai_generated":true,"unit":"fsdafri-000240#insight-2","date_modified":"2026-10-23"},{"text":"Public equity markets are often an impractical primary route for smaller or frontier African markets because of high fixed costs—such as investment bank and legal fees—and structural challenges like information asymmetries and agency costs.","ai_generated":true,"unit":"fsdafri-000240#insight-3","date_modified":"2026-10-23"},{"text":"Developing corporate debt markets is presented as a more immediate alternative to the banking system, provided there is strong political commitment to macroeconomic stability and the establishment of government security benchmark yields.","ai_generated":true,"unit":"fsdafri-000240#insight-4","date_modified":"2026-10-23"},{"text":"African economies may benefit from 'hybrid markets' that merge public approval and disclosure processes with regulatory accommodations for alternative assets, supported by first-loss arrangements and pooled investment vehicles.","ai_generated":true,"unit":"fsdafri-000240#insight-5","date_modified":"2026-10-23"},{"text":"Risk-mitigation tools, specifically local currency guarantees provided by entities like GuarantCo, InfraCredit in Nigeria, and Dhamana in Kenya, are vital for crowding in long-term private institutional capital.","ai_generated":true,"unit":"fsdafri-000240#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate finance","Blended Finance"],"geography_discussed":["sub-Saharan Africa","Chile","Malaysia","People's Republic of China","India","Nigeria","Kenya","South Africa","Rwanda","Ghana","West Africa Economic and Monetary Union"],"frame_perspective":[],"analysis_type":["policy analysis","strategic framework"]},{"id":"gem-000030","url":"https://climateinsightsdirectory.org/document/gem-000030","title":"追踪全球燃煤电厂发展","publisher":{"name":"Global Energy Monitor","organization":"global-energy-monitor"},"document_type":"report","language":"zh","date_published":"2026-05","source_url":"https://globalenergymonitor.org/sites/default/files/2026-05/Boom%20and%20Bust%202026_Chinese%20layout.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"In 2025, global coal capacity grew by 3.5% while generation fell by 0.6%, as coal plants increasingly serve as 'system insurance' rather than primary power sources. This trend is most prominent in China and India, where record-high new capacity is being offset by the rapid expansion of wind and solar energy. While the number of countries proposing new coal plants decreased from 38 in 2024 to 32 in 2025, significant expansion continues in China and India, which together account for 95% of global coal capacity under construction. In the US and EU, energy security concerns and government interventions have delayed planned retirements of coal units.","ai_generated":true,"unit":"gem-000030#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"China experienced record-breaking coal development in 2025, with 78 GW of new capacity commissioned (a ten-year high) and 161.7 GW of new or restarted projects proposed. Total capacity under development has exceeded 500 GW, despite a 1.2% drop in annual coal generation to 5,757 TWh.","ai_generated":true,"unit":"gem-000030#insight-1","date_modified":"2026-10-23"},{"text":"India's coal capacity grew by 3.8% in 2025, with 27.9 GW of new or restarted projects proposed and a government goal to add 100 GW of capacity over the next seven years. However, coal generation in India fell by 2.9% as non-fossil fuel capacity exceeded half of total installed capacity.","ai_generated":true,"unit":"gem-000030#insight-2","date_modified":"2026-10-23"},{"text":"Coal development is becoming geographically concentrated; only 32 countries proposed or built new coal plants in 2025, down from 38 in 2024 and 75 in 2014. Only 5% of global coal capacity under construction is located outside of China and India.","ai_generated":true,"unit":"gem-000030#insight-3","date_modified":"2026-10-23"},{"text":"Indonesia's coal capacity grew by 7% in 2025, with 25% of that growth linked to captive coal power for nickel and aluminum processing. Indonesia ranks third globally for proposed coal capacity at 11 GW.","ai_generated":true,"unit":"gem-000030#insight-4","date_modified":"2026-10-23"}],"climate_tags":["coal-fired power station","energy transition","renewable energy","wind power","solar energy","energy security","stranded asset"],"geography_discussed":["People's Republic of China","India","United States","European Union","South Korea","Japan","Turkey","Canada","Pakistan","Bangladesh","Southeast Asia","Latin America","Africa","Ukraine","Zimbabwe","Zambia"],"frame_perspective":[],"analysis_type":["statistical analysis","policy assessment","geographic trend analysis"]},{"id":"gem-000031","url":"https://climateinsightsdirectory.org/document/gem-000031","title":"Surveillance du portefeuille mondial des centrales de production électrique au charbon","publisher":{"name":"Global Energy Monitor","organization":"global-energy-monitor"},"document_type":"report","language":"fr","date_published":"2026-05","source_url":"https://globalenergymonitor.org/sites/default/files/2026-05/Boom%20and%20Bust%202026_French%20layout.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"In 2025, global coal capacity increased by 3.5% while production fell by 0.6%, as new plants are increasingly built for backup reliability rather than primary generation. This trend is most prominent in China and India, where renewables are meeting most new demand. While the number of countries developing coal projects fell to 32, political interventions in the US and energy security concerns in the EU have delayed planned closures. The EU continues a terminal decline in coal, with solar and wind producing more energy than all fossil fuels combined for the first time in 2025.","ai_generated":true,"unit":"gem-000031#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a widening divergence between the addition of coal capacity and its actual use; in 2025, global capacity grew by 3.5% while production decreased by 0.6%.","ai_generated":true,"unit":"gem-000031#insight-1","date_modified":"2026-10-23"},{"text":"China and India are the primary drivers of new capacity, with 95% of all global coal capacity under construction located in these two countries. In China, new projects and reactivations reached a record 161.7 GW in 2025.","ai_generated":true,"unit":"gem-000031#insight-2","date_modified":"2026-10-23"},{"text":"Coal capacity is increasingly being maintained as a backup or 'dépannage' source for grid stability and energy security rather than for daily production, particularly in China, India, and the US.","ai_generated":true,"unit":"gem-000031#insight-3","date_modified":"2026-10-23"},{"text":"The geographic footprint of coal development is shrinking, with the number of countries proposing or building new plants dropping from 75 in 2014 to 32 in 2025. Latin America reached a status of having no new coal proposals in 2025.","ai_generated":true,"unit":"gem-000031#insight-4","date_modified":"2026-10-23"},{"text":"Planned coal plant closures are frequently delayed; nearly 70% of units scheduled for retirement in 2025 remained in service, including 69% in the EU and 59% in the US.","ai_generated":true,"unit":"gem-000031#insight-5","date_modified":"2026-10-23"},{"text":"The European Union is experiencing a terminal decline in coal, with coal's share of total electricity production falling to 9.2% in 2025 from 24.6% in 2015. In 2025, solar and wind energy production in the EU exceeded that of all fossil fuels for the first time.","ai_generated":true,"unit":"gem-000031#insight-6","date_modified":"2026-10-23"},{"text":"The United States was the only major economy to increase coal production in 2025, attributed to policy changes that hindered clean energy deployment.","ai_generated":true,"unit":"gem-000031#insight-7","date_modified":"2026-10-23"},{"text":"Indonesia's coal fleet grew by 7% in 2025, with a significant portion of the increase dedicated to 'captive' coal for nickel and aluminum processing.","ai_generated":true,"unit":"gem-000031#insight-8","date_modified":"2026-10-23"}],"climate_tags":["coal-fired power station","energy transition","renewable energy","solar energy","wind energy","energy security","stranded asset","decarbonization","carbon credit"],"geography_discussed":["People's Republic of China","India","European Union","United States","Indonesia","Latin America","South Korea","Turkey","Africa","Ireland","Spain","Italy","Greece","Germany","Poland","Bulgaria","Croatia","Denmark"],"frame_perspective":[],"analysis_type":["portfolio monitoring","capacity vs production analysis","policy impact assessment"]},{"id":"gem-000032","url":"https://climateinsightsdirectory.org/document/gem-000032","title":"Melacak Jalur Pembangkit Listrik Batu Bara Global","publisher":{"name":"Global Energy Monitor","organization":"global-energy-monitor"},"document_type":"report","language":"id","date_published":"2026-05","source_url":"https://globalenergymonitor.org/sites/default/files/2026-05/Boom%20and%20Bust%202026_Indonesian%20layout.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"In 2025, global coal capacity increased by 3.5% while production fell by 0.6%, as coal is increasingly used as 'system insurance' rather than a primary energy source. This trend is most prominent in China and India, where renewables are meeting new demand despite record coal plant commissioning. Globally, the number of countries proposing new coal plants dropped to 32. In Indonesia, coal expansion continues through 'captive' plants for nickel and aluminium industries, reaching 20 GW, while national energy plans (RUKN and RUPTL) are criticized for maintaining fossil fuel dependency and lacking a clear phase-out roadmap despite official net-zero commitments.","ai_generated":true,"unit":"gem-000032#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In 2025, there was a widening divergence between the growth of global coal capacity and actual electricity generation; while capacity rose by 3.5%, production decreased by 0.6%.","ai_generated":true,"unit":"gem-000032#insight-1","date_modified":"2026-10-23"},{"text":"China and India are the primary drivers of new coal capacity, using it as 'system insurance' for reliability while wind and solar meet most new demand. China saw record new or reactivated capacity of 161.7 GW in 2025, with over 500 GW total in development.","ai_generated":true,"unit":"gem-000032#insight-2","date_modified":"2026-10-23"},{"text":"The number of countries pursuing new coal power plants is declining, falling from 75 in 2014 to 32 in 2025. Latin America reached a 'No New Coal' status in 2025, and South Korea committed to a coal phase-out by 2040.","ai_generated":true,"unit":"gem-000032#insight-3","date_modified":"2026-10-23"},{"text":"Indonesia's coal expansion is dominated by 'captive' power plants for the nickel and aluminium industries, which reached 20 GW in 2025, with 17 GW specifically linked to these minerals in Central Sulawesi and North Maluku.","ai_generated":true,"unit":"gem-000032#insight-4","date_modified":"2026-10-23"},{"text":"Indonesian energy planning exhibits significant contradictions: while the government has announced a 2060 Net Zero target and a 2040 coal closure goal, the RUPTL 2025-2034 still plans 6.4 GW of short-term on-grid coal investment and 3.1 GW of long-term capacity.","ai_generated":true,"unit":"gem-000032#insight-5","date_modified":"2026-10-23"},{"text":"The planned early retirement of the Cirebon-1 power plant was cancelled in early 2026 due to its technical lifespan and the fiscal rigidity of 'take-or-pay' power purchase agreements (PPA).","ai_generated":true,"unit":"gem-000032#insight-6","date_modified":"2026-10-23"},{"text":"Pollution from the 20 most toxic coal plants in Indonesia is projected to cause approximately 156,000 premature deaths between 2026 and the end of their operations, with economic and health costs estimated at US$ 109 billion.","ai_generated":true,"unit":"gem-000032#insight-7","date_modified":"2026-10-23"}],"climate_tags":["coal-fired power station","energy transition","renewable energy","solar energy","wind energy","Carbon lock-in","stranded asset","carbon neutrality","Just Energy Transition Partnership","power purchase agreement","air pollution","decarbonization"],"geography_discussed":["People's Republic of China","India","United States","European Union","South Korea","Japan","Australia","Turkey","Canada","Pakistan","Bangladesh","Southeast Asia","Russia","Central Asia","Latin America","Africa","Western Balkans","Ukraine","Central Sulawesi","North Maluku","Batam","Java","Zimbabwe","Zambia"],"frame_perspective":[],"analysis_type":["trend analysis","policy assessment","environmental impact assessment"]},{"id":"gem-000033","url":"https://climateinsightsdirectory.org/document/gem-000033","title":"世界の石炭火力発電所の計画追跡（2026 年5月）","publisher":{"name":"Global Energy Monitor","organization":"global-energy-monitor"},"document_type":"report","language":"ja","date_published":"2026-05","source_url":"https://globalenergymonitor.org/sites/default/files/2026-05/Boom%20and%20Bust%202026_Japanese%20layout.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report highlights a growing gap in 2025 where global coal capacity increased by 3.5% despite a 0.6% decrease in generation, signaling a shift where coal serves as a backup rather than a primary power source. While China and India continue to expand capacity for energy security, the total number of countries proposing or building new coal plants fell to 32 in 2025. The document specifically contrasts the policies of South Korea, which has committed to a 2040 coal phase-out and joined the Powering Past Coal Alliance, with Japan, which maintains a large coal fleet and focuses on abatement technologies like ammonia co-firing and CCS without a binding national phase-out date.","ai_generated":true,"unit":"gem-000033#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"China recorded a record high of 161.7 GW in new and restarted coal projects in 2025, with total capacity under development exceeding 500 GW, despite government pledges to reduce coal consumption during the 15th Five-Year Plan (2026–2030).","ai_generated":true,"unit":"gem-000033#insight-1","date_modified":"2026-10-23"},{"text":"India's coal pipeline expanded for the fifth consecutive year, with 107.3 GW in the planning stage and 23.5 GW under construction in 2025, although non-fossil fuel capacity exceeded half of its total capacity that year.","ai_generated":true,"unit":"gem-000033#insight-2","date_modified":"2026-10-23"},{"text":"South Korea has shifted its policy toward a 2040 coal phase-out and joined the Powering Past Coal Alliance, moving away from costly abatement technologies like ammonia co-firing.","ai_generated":true,"unit":"gem-000033#insight-3","date_modified":"2026-10-23"}],"climate_tags":["coal-fired power station","energy transition","renewable energy","carbon capture and storage","Cofiring","energy security","stranded asset","Nationally Determined Contributions","Carbon Border Adjustment Mechanism"],"geography_discussed":["South Korea","Indonesia","Australia","Turkey","Canada","Africa","Zimbabwe","Zambia"],"frame_perspective":[],"analysis_type":["policy analysis","capacity tracking","comparative study"]},{"id":"gem-000034","url":"https://climateinsightsdirectory.org/document/gem-000034","title":"전 세계 석탄발전소 추이 조사","publisher":{"name":"Global Energy Monitor","organization":"global-energy-monitor"},"document_type":"report","language":"ko","date_published":"2026-05","source_url":"https://globalenergymonitor.org/sites/default/files/2026-05/Boom%20and%20Bust%202026_Korean%20layout.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"In 2025, global coal power capacity increased by 3.5% while generation fell by 0.6%, reflecting a trend where coal plants act as 'system insurance' rather than primary power sources. This gap is most prominent in China and India, where record-high completions coexist with falling generation due to rapid wind and solar expansion. While the number of countries proposing new coal projects decreased from 38 in 2024 to 32 in 2025, and Latin America reached a state of no new proposals, some regions like the US and EU delayed planned closures due to energy security and political intervention. South Korea has committed to a 2040 coal phase-out, contrasting with Japan's more gradual approach focused on ammonia co-firing and efficiency improvements.","ai_generated":true,"unit":"gem-000034#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In 2025, there was a widening gap between coal capacity and actual usage: global coal power capacity rose by 3.5%, while generation decreased by 0.6%.","ai_generated":true,"unit":"gem-000034#insight-1","date_modified":"2026-10-23"},{"text":"China and India saw the largest decreases in coal generation despite high completion rates; China's capacity grew by 6% while generation fell 1.2%, and India's capacity grew 3.8% while generation fell 2.9%.","ai_generated":true,"unit":"gem-000034#insight-2","date_modified":"2026-10-23"},{"text":"China recorded a historic high of 161.7GW in new and resumed coal projects in 2025, with over 500GW of total capacity currently under development.","ai_generated":true,"unit":"gem-000034#insight-3","date_modified":"2026-10-23"},{"text":"India proposed 27.9GW of new or resumed coal plants in 2025 and aims to add 100GW of new capacity over the next seven years, even as non-fossil capacity exceeded half of its total installed capacity in 2025.","ai_generated":true,"unit":"gem-000034#insight-4","date_modified":"2026-10-23"},{"text":"Approximately 70% of coal plants scheduled for closure in 2025 remained operational, including 69% of planned closures in the EU and 59% in the US.","ai_generated":true,"unit":"gem-000034#insight-5","date_modified":"2026-10-23"},{"text":"The number of countries proposing or constructing new coal plants fell from 38 in 2024 to 32 in 2025; Latin America reached a status of having no new coal plant proposals in 2025.","ai_generated":true,"unit":"gem-000034#insight-6","date_modified":"2026-10-23"},{"text":"South Korea committed to a phase-out of coal power by 2040, noting that about half of its 42GW operating capacity has closure plans before 2040.","ai_generated":true,"unit":"gem-000034#insight-7","date_modified":"2026-10-23"},{"text":"Japan continues to operate one of the largest coal fleets in the OECD (53GW) without a binding national phase-out schedule, focusing instead on ammonia co-firing and carbon capture and storage (CCS).","ai_generated":true,"unit":"gem-000034#insight-8","date_modified":"2026-10-23"}],"climate_tags":["coal power","renewable energy","wind power","solar energy","energy security","carbon capture and storage","Cofiring","phase-out","stranded asset"],"geography_discussed":["People's Republic of China","India","United States","European Union","South Korea","Japan","Indonesia","Turkey","Pakistan","Bangladesh","Southeast Asia","Africa","Zimbabwe","Zambia","Latin America","Western Balkans","Ukraine","Australia","Canada"],"frame_perspective":[],"analysis_type":["trend analysis","policy assessment"]},{"id":"gem-000036","url":"https://climateinsightsdirectory.org/document/gem-000036","title":"Отслеживание глобального портфеля угольных электростанций","publisher":{"name":"Global Energy Monitor","organization":"global-energy-monitor"},"document_type":"report","language":"ru","date_published":"2026-05","source_url":"https://globalenergymonitor.org/sites/default/files/2026-05/Boom%20and%20Bust%202026_Russian%20layout.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"In 2025, global coal capacity increased by 3.5% while generation fell by 0.6%, reflecting a trend where coal plants are increasingly used as backup reserves rather than primary energy sources. This divergence is most acute in China and India, where record capacity additions coexist with falling generation due to the rise of wind and solar power. While the number of countries proposing new coal projects declined from 38 to 32, political interventions in the US and EU delayed planned retirements. Regionally, Latin America reported no new projects, while Russia and Kazakhstan continue to integrate coal into their long-term energy security strategies despite international financing constraints and sanctions.","ai_generated":true,"unit":"gem-000036#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a widening gap between coal capacity and generation; in 2025, global installed capacity rose by 3.5% while generation decreased by 0.6%.","ai_generated":true,"unit":"gem-000036#insight-1","date_modified":"2026-10-23"},{"text":"China and India saw the sharpest drops in coal generation despite record capacity additions, as renewables met most of the demand growth. China added 161.7 GW of new and refurbished projects in 2025, while India announced 27.9 GW of new projects.","ai_generated":true,"unit":"gem-000036#insight-2","date_modified":"2026-10-23"},{"text":"The number of countries proposing or building new coal plants is shrinking, falling from 75 in 2014 to 32 in 2025. Only 5% of global coal construction now occurs outside of China and India.","ai_generated":true,"unit":"gem-000036#insight-3","date_modified":"2026-10-23"},{"text":"Planned coal plant retirements are frequently delayed; nearly 70% of units scheduled for decommissioning in 2025 remained operational, including 69% in the EU and 59% in the US.","ai_generated":true,"unit":"gem-000036#insight-4","date_modified":"2026-10-23"},{"text":"Russia's coal sector is under stress due to sanctions, high transport costs, and falling global demand, leading to a sharp drop in new proposals to just 65 MW in 2025. However, the government plans to increase coal production to 662 million metric tons by 2050 to support internal consumption in Siberia and the Far East.","ai_generated":true,"unit":"gem-000036#insight-5","date_modified":"2026-10-23"},{"text":"Kazakhstan is pursuing a strategy of expanding coal capacity for energy security while aiming for carbon neutrality by 2060. The government plans to invest over $17 billion in coal expansion by 2030, including 7.6 GW of capacity across six new plants.","ai_generated":true,"unit":"gem-000036#insight-6","date_modified":"2026-10-23"},{"text":"Mongolia experienced the highest number of coal project cancellations globally in 2025, accounting for 24% of all world cancellations, primarily due to the collapse of the 5.28 GW Shivee-Ovoo export project.","ai_generated":true,"unit":"gem-000036#insight-7","date_modified":"2026-10-23"},{"text":"In Central Asia, most coal projects in Kyrgyzstan, Tajikistan, and Uzbekistan have been frozen due to a lack of financing, particularly following China's 2021 pledge to stop funding new coal plants abroad.","ai_generated":true,"unit":"gem-000036#insight-8","date_modified":"2026-10-23"}],"climate_tags":["coal-fired power station","energy transition","renewable energy","wind power","solar energy","carbon neutrality","energy security","climate finance"],"geography_discussed":["People's Republic of China","India","United States","European Union","Indonesia","Turkey","Latin America","South Korea","Russia","Kazakhstan","Mongolia","Kyrgyzstan","Tajikistan","Uzbekistan","Africa","Zimbabwe","Zambia","Pakistan","Bangladesh"],"frame_perspective":[],"analysis_type":["portfolio tracking","regional assessment","policy analysis"]}]}