{"query_echo":{"q":"","filters":{"climate_tags":["cooling"]},"warnings":[]},"total":{"value":13,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?climate_tags=cooling","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":"ember-000255","url":"https://climateinsightsdirectory.org/document/ember-000255","title":"China’s consumer goods trade-in: accelerating cooling efficiency in a warmer climate","publisher":{"name":"Ember","organization":"ember"},"document_type":"report","language":"en","date_published":"2025-07-15","source_url":"https://ember-energy.org/app/uploads/2025/07/Ember-Report-Chinas-consumer-goods-trade-in-accelerating-cooling-efficiency-in-a-warmer-climate.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that China's consumer goods trade-in programme could accelerate the annual efficiency improvement rate of its room air conditioner (RAC) stock by up to 70% in 2025. This shift could reduce residential cooling electricity use by 3.4% to 4.1% during the summer of 2025, potentially saving consumers up to $943 million USD on electricity bills. The programme, part of the \"Two New\" policy, provides subsidies of 15% for Grade 2 and 20% for Grade 1 energy efficiency models, effectively steering consumers toward the most efficient units. This initiative aligns China's economic goal of boosting domestic consumption with its energy transition and decarbonisation targets.","ai_generated":true,"unit":"ember-000255#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The consumer goods trade-in programme is projected to accelerate the annual energy efficiency improvement rate of China's room air conditioner (RAC) stock to between 5.0% and 6.1% in 2025, which represents an increase of 40% to 70% over the recent historical average.","ai_generated":true,"unit":"ember-000255#insight-1","date_modified":"2026-10-23"},{"text":"Depending on the market share of Grade 1 models, residential cooling electricity consumption during the summer of 2025 could decrease by 3.4% to 4.1% compared to a baseline without efficiency improvements, leading to estimated consumer electricity bill savings of up to $943 million USD.","ai_generated":true,"unit":"ember-000255#insight-2","date_modified":"2026-10-23"},{"text":"The trade-in programme is part of the \"Two New\" policy, which combines large-scale equipment upgrades with consumer goods trade-ins. Funding for the programme is expected to double to 300 billion CNY ($41.7 billion USD) in 2025 to stimulate domestic demand and shift toward a demand-driven economic growth model.","ai_generated":true,"unit":"ember-000255#insight-3","date_modified":"2026-10-23"},{"text":"Subsidies are structured to incentivise high-efficiency appliances, offering 20% of the retail price for Grade 1 models and 15% for Grade 2. Because Grade 2 models are often perceived as less cost-effective and have limited availability, the policy effectively directs consumers toward Grade 1 models.","ai_generated":true,"unit":"ember-000255#insight-4","date_modified":"2026-10-23"},{"text":"China possesses the world's largest RAC market, accounting for approximately 55% of the global market by 2024. By the end of 2023, the national average was 145.9 RACs per 100 households, with urban areas reaching 171.7 units per 100 households.","ai_generated":true,"unit":"ember-000255#insight-5","date_modified":"2026-10-23"},{"text":"Climate change and record heat in 2024 have increased pressure on the power grid; residential electricity consumption rose by 10.6% year-on-year in 2024, with space cooling accounting for 70% of that increase between July and September.","ai_generated":true,"unit":"ember-000255#insight-6","date_modified":"2026-10-23"},{"text":"Previous efforts, including the 2020 update of minimum energy performance standards (MEPS), have already improved efficiency; the average energy efficiency of new RAC sales improved by 31% in 2022 compared to 2019.","ai_generated":true,"unit":"ember-000255#insight-7","date_modified":"2026-10-23"}],"climate_tags":["energy efficiency","decarbonization","cooling","circular economy","climate change"],"geography_discussed":["Chongqing","Southwestern China","East China"],"frame_perspective":[],"analysis_type":["quantitative analysis","policy assessment","market analysis"]},{"id":"clipolin-001115","url":"https://climateinsightsdirectory.org/document/clipolin-001115","title":"Net Zero Carbon Buildings in Cities: Interdependencies between Policy and Finance","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"en","date_published":"2023-12","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2024/01/Full-Report_Net-Zero-Carbon-Buildings-in-Cities_Interdependencies-between-Policy-and-Finance.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies 22 systemic barriers to net zero carbon buildings, categorized as financial, investment risk/opportunity, market readiness, and regulatory. Using network analysis, it establishes that financial barriers are the most critical from a demand perspective but are often dependent on the mitigation of regulatory and market readiness barriers. The authors map 31 policy and 44 financial instruments, categorizing them into fundamental inputs (such as capacity development and fiscal instruments) and dependent inputs (such as debt instruments and asset finance models). The report highlights five high-impact pathways for cities: phasing out fossil-fuel appliances, implementing energy efficiency building codes, deploying results-based grants for cooling, using skills development for embodied carbon reduction, and publishing climate risk data for adaptation. It emphasizes that mandates are central to the transition, as they enable the development of new financial mechanisms.","ai_generated":true,"unit":"clipolin-001115#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Buildings account for 37% of global energy-related greenhouse gas emissions, with operational electricity use (18%), on-site energy generation (9%), and materials and construction (10%) as the primary drivers.","ai_generated":true,"unit":"clipolin-001115#insight-1","date_modified":"2026-10-23"},{"text":"Financial barriers are perceived as the most critical obstacles to net zero carbon buildings, particularly for residential buildings, which comprise 80% of the global building stock floor area.","ai_generated":true,"unit":"clipolin-001115#insight-2","date_modified":"2026-10-23"},{"text":"While financial barriers are high priority, they are often the result of underlying regulatory and market readiness issues; for instance, a lack of specialized financial instruments can stem from a lack of technology standards or limited technical experience.","ai_generated":true,"unit":"clipolin-001115#insight-3","date_modified":"2026-10-23"},{"text":"The report identifies a hierarchy of instruments where capacity development and fiscal instruments act as systemic enablers that must be in place before mandates and incentives can be effective.","ai_generated":true,"unit":"clipolin-001115#insight-4","date_modified":"2026-10-23"},{"text":"Mandates, such as building codes and data disclosure requirements, are the most interdependent instrument category and are essential for making net zero solutions visible to banks and supporting the creation of dedicated debt instruments.","ai_generated":true,"unit":"clipolin-001115#insight-5","date_modified":"2026-10-23"},{"text":"To reduce emissions from cooling, the report recommends results-based grants to make energy-efficient solutions affordable, as well as Pay-As-You-Save (PAYS) and Property Assessed Clean Energy (PACE) programs to remove upfront costs.","ai_generated":true,"unit":"clipolin-001115#insight-6","date_modified":"2026-10-23"},{"text":"Reducing embodied carbon requires a pathway of workforce training and life-cycle carbon calculation and reporting to enable the successful implementation of embodied carbon building codes.","ai_generated":true,"unit":"clipolin-001115#insight-7","date_modified":"2026-10-23"},{"text":"Adaptation investment is hindered by the difficulty of monetizing future losses; the report suggests cities publish open hazard and risk data to inform the creation of hazard-specific building code amendments.","ai_generated":true,"unit":"clipolin-001115#insight-8","date_modified":"2026-10-23"},{"text":"A just transition requires subsidies, such as capital and service subsidies or concessional loans, to overcome high upfront costs for low-income households and ensure the viability of social housing.","ai_generated":true,"unit":"clipolin-001115#insight-9","date_modified":"2026-10-23"}],"climate_tags":["energy efficient building","embedded emissions","climate change adaptation","just transition","climate finance","building code","cooling","climate bond","energy poverty","life cycle assessment"],"geography_discussed":["Nigeria","Indonesia","Singapore","New York City","Frankfurt","California"],"frame_perspective":[],"analysis_type":["network analysis","literature review","theory of change"]},{"id":"seforall-000134","url":"https://climateinsightsdirectory.org/document/seforall-000134","title":"Strategic Plan for ADVANCING ENERGY EFFICIENCY ACROSS DEMAND SECTORS BY 2030","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"report","language":"en","date_published":"2023-03","source_url":"https://www.seforall.org/system/files/2023-10/Energy_Efficiency_G-20_Plan.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Strategic Plan for Advancing Energy Efficiency Across Demand Sectors by 2030 outlines a framework for G20 countries to double the global annual rate of energy intensity improvement. It focuses on five pillars: buildings, industry, transport, financing, and behavioral change. The plan argues that energy efficiency is the 'first fuel' for the energy transition and proposes specific high-impact opportunities, such as rethinking building codes (RENEW), scaling motor efficiency for SMEs (SME²), and aggregating energy services (FAST). It emphasizes the need to triple annual energy efficiency investments to approximately USD 840 billion by 2030 and highlights the potential of the Indian 'Lifestyle for Environment' (LiFE) initiative to reduce global CO2 emissions by 2 billion tonnes by 2030.","ai_generated":true,"unit":"seforall-000134#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"To align with Net-Zero by mid-century and global climate objectives, the global annual rate of energy efficiency improvement must increase from the current trend to 4% per year, which is higher than the original SDG 7.3 target of 3.2%.","ai_generated":true,"unit":"seforall-000134#insight-1","date_modified":"2026-10-23"},{"text":"Energy efficiency is estimated to be capable of contributing 40% of the total emissions savings goal established by the Paris Agreement.","ai_generated":true,"unit":"seforall-000134#insight-2","date_modified":"2026-10-23"},{"text":"The buildings sector accounts for approximately 30% of global final energy consumption, with cooling being the fastest-growing end-use, currently representing 15% of electricity used in buildings worldwide.","ai_generated":true,"unit":"seforall-000134#insight-3","date_modified":"2026-10-23"},{"text":"In the industrial sector, the rate of energy intensity improvement slowed from nearly 2% per year during 2010-2015 to just under 1% during 2015-2020. The plan recommends that by 2030, 9 out of 10 new electric motors sold should be IE class 3 or above.","ai_generated":true,"unit":"seforall-000134#insight-4","date_modified":"2026-10-23"},{"text":"The transport sector remains heavily dependent on fossil fuels, with oil products providing about 91% of its final energy use. The plan targets an annual efficiency improvement of 4.5% for cars and two-and three-wheelers and 3% for heavy trucks by 2030.","ai_generated":true,"unit":"seforall-000134#insight-5","date_modified":"2026-10-23"},{"text":"Global annual energy efficiency investments must increase from an average of USD 300 billion per year to USD 840 billion between 2026 and 2030 to reach the 4% improvement rate. Including electrification, total efficiency-related investment needs could reach USD 1.6 trillion per year by 2030.","ai_generated":true,"unit":"seforall-000134#insight-6","date_modified":"2026-10-23"},{"text":"Behavioral and lifestyle changes could significantly reduce GHG emissions, with the IPCC estimating a potential 40-70% reduction by 2050. Specifically, the global adoption of the Indian 'Lifestyle for Environment' (LiFE) mindset could reduce CO2 emissions by over 2 billion tonnes by 2030.","ai_generated":true,"unit":"seforall-000134#insight-7","date_modified":"2026-10-23"},{"text":"The plan identifies a critical gap in energy consumption data across G20 countries, particularly for end-use data in buildings, industry, and transport, and recommends the creation of a focused Energy Consumptions Data Task Force.","ai_generated":true,"unit":"seforall-000134#insight-8","date_modified":"2026-10-23"}],"climate_tags":["energy efficiency","climate finance","carbon neutrality","electric vehicle","cooling","Paris Agreement"],"geography_discussed":["India","Indonesia","People's Republic of China","United States","European Union","Japan","Brazil","Mexico","South Africa","Australia","United Kingdom","Germany","Canada","France","Italy","Argentina","Turkey","South Korea","Ireland","Shenzhen"],"frame_perspective":[],"analysis_type":["strategic plan","policy recommendations"]},{"id":"clipolin-000317","url":"https://climateinsightsdirectory.org/document/clipolin-000317","title":"Financing Net Zero Carbon Buildings","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"research paper","language":"en","date_published":"2022-07-11","source_url":"https://www.climatepolicyinitiative.org/publication/financing-net-zero-carbon-buildings/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"This research paper by the Climate Policy Initiative serves as a foundational guide for the Cities Climate Finance Leadership Alliance to analyze challenges and priorities for decarbonizing the buildings sector. It outlines the global investment needs, the role of different financial instruments, and the specific regulatory and environmental contexts of Nigeria and Indonesia.","ai_generated":true,"unit":"clipolin-000317#summary","date_modified":"2026-08-17"},"key_insights":[{"text":"Buildings are responsible for 37% of global energy-related CO2 emissions, with 18% coming from grid electricity, 9% from on-site energy generation, and 10% from materials and construction.","ai_generated":true,"unit":"clipolin-000317#insight-1","date_modified":"2026-08-17"},{"text":"To limit global warming to well below 2°C, the IEA estimates that global buildings sector investment must rise from USD 4.9 trillion in 2017 to approximately USD 5.4 trillion by 2050. Approximately 60% of these investments will be directed toward China, India, the European Union, and the United States, with 67% allocated to new construction and 18% to heating and cooling in existing buildings.","ai_generated":true,"unit":"clipolin-000317#insight-2","date_modified":"2026-08-17"},{"text":"Low and middle-income countries in Africa and Asia are expected to experience 93% of urban population growth between 2020 and 2050, driving new building construction. While cooking and heating are currently the largest energy end-uses, cooling is the fastest-growing end-use, particularly in emerging markets.","ai_generated":true,"unit":"clipolin-000317#insight-3","date_modified":"2026-08-17"},{"text":"Financial instruments for net zero buildings include traditional tools like mortgages, bonds, and equipment leases, which work at scale but do not independently shift the market. Specialized mechanisms such as energy service contracts, on-bill repayment, and property assessed clean energy loans target energy efficiency savings but have struggled to scale or reach lower-income households.","ai_generated":true,"unit":"clipolin-000317#insight-4","date_modified":"2026-08-17"},{"text":"In Nigeria, key challenges include poor quality building materials, expected heat waves, and the use of fossil fuel generators for power shortages. In Indonesia, a new green buildings regulation establishes national standards, but success depends on the implementation capacity of municipalities and the construction industry, with cooling being the primary energy end-use.","ai_generated":true,"unit":"clipolin-000317#insight-5","date_modified":"2026-08-17"}],"climate_tags":["net zero","buildings","energy transition","climate finance","urbanization","cooling"],"geography_discussed":["People's Republic of China","India","European Union","United States","Africa","Asia"],"frame_perspective":[],"analysis_type":["Financial Analysis","Policy Review","Country Case Study"]},{"id":"clipolin-000383","url":"https://climateinsightsdirectory.org/document/clipolin-000383","title":"Financing Net Zero Carbon Buildings","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"en","date_published":"2022-07","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2022/07/Buildings-Scoping-Paper-final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the role of the buildings sector in global GHG emissions, which account for 37% of energy-related emissions. It identifies key technical solutions for decarbonization, including reducing embodied carbon in materials and improving operational efficiency in heating and cooling. The document evaluates various financial instruments—ranging from traditional mortgages to specialized on-bill financing—and policy tools like building codes and green labels. It emphasizes that the transition requires a network of instruments tailored to different building archetypes and regional contexts, providing specific deep dives into the unique challenges and opportunities in Nigeria and Indonesia.","ai_generated":true,"unit":"clipolin-000383#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Buildings are responsible for 37% of global energy-related GHG emissions, with 9% from on-site energy generation, 18% from grid electricity, and 10% from materials and construction.","ai_generated":true,"unit":"clipolin-000383#insight-1","date_modified":"2026-10-23"},{"text":"Global investment in the buildings sector needs to increase from USD 4.9 trillion in 2017 to approximately USD 5.4 trillion by 2050 to limit warming to below 2°C, with 60% of these investments expected in China, India, the EU, and the US.","ai_generated":true,"unit":"clipolin-000383#insight-2","date_modified":"2026-10-23"},{"text":"Embodied carbon, primarily from materials, accounts for about 10% of total energy-related emissions and a third of buildings-related emissions, and is expected to represent half of total emissions for buildings built between 2020 and 2050.","ai_generated":true,"unit":"clipolin-000383#insight-3","date_modified":"2026-10-23"},{"text":"Cooling is the fastest-growing energy end-use, with demand concentrated in emerging markets; over a billion people currently lack access to cooling.","ai_generated":true,"unit":"clipolin-000383#insight-4","date_modified":"2026-10-23"},{"text":"Traditional financial instruments like mortgages and bonds are scalable but lack incentives for green buildings, while specialized instruments like on-bill repayment and PACE loans struggle to scale and reach low-income households.","ai_generated":true,"unit":"clipolin-000383#insight-5","date_modified":"2026-10-23"},{"text":"In Nigeria, key challenges include the use of fossil fuel generators for power shortages and poor material quality, with clean cooking representing a major opportunity to reduce 60 million tons of CO2 emissions if adopted by 30 million households.","ai_generated":true,"unit":"clipolin-000383#insight-6","date_modified":"2026-10-23"},{"text":"Indonesia's building sector is the third-largest final energy consumer, and while new national green building regulations exist, their success depends on the implementation capacity of municipalities.","ai_generated":true,"unit":"clipolin-000383#insight-7","date_modified":"2026-10-23"},{"text":"The report defines a net zero building as one powered by on-site or off-site carbon-free energy with materials that have net zero lifecycle emissions or use carbon removal to offset residual emissions.","ai_generated":true,"unit":"clipolin-000383#insight-8","date_modified":"2026-10-23"}],"climate_tags":["embedded emissions","energy efficiency","climate finance","building code","cooling","heating, ventilation, and air conditioning","clean cooking","renewable energy","Passive design"],"geography_discussed":["Nigeria","Indonesia","People's Republic of China","India","European Union","United States","Lagos","Nusantara"],"frame_perspective":[],"analysis_type":["scoping paper","policy analysis","financial assessment"]},{"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-000099","url":"https://climateinsightsdirectory.org/document/seforall-000099","title":"Rural poor at risk in 2022","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"report","language":"en","date_published":"2022","source_url":"https://www.seforall.org/chilling-prospects-2022/rural-poor-at-risk","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"This report section analyzes the growth of the rural poor population lacking access to cooling across 54 high-impact countries in 2022, highlighting the role of the COVID-19 pandemic in increasing extreme poverty despite improvements in electricity access.","ai_generated":true,"unit":"seforall-000099#summary","date_modified":"2026-08-17"},"key_insights":[{"text":"In 2022, the rural poor population across 54 high-impact countries grew by 3.9 million, reaching a total of 370.8 million people. This increase was primarily driven by the economic effects of the COVID-19 pandemic, which outweighed the benefits of declining electricity access gaps.","ai_generated":true,"unit":"seforall-000099#insight-1","date_modified":"2026-08-17"},{"text":"The rural population living on less than USD 1.90 per day in the 54 high-impact countries rose by 10 percent compared to pre-pandemic levels and by over 2 percent since 2020. Globally, the World Bank estimates the pandemic pushed 97 million more people into extreme poverty, totaling 711 million, with 478 million in Sub-Saharan Africa and over 140 million in South Asia.","ai_generated":true,"unit":"seforall-000099#insight-2","date_modified":"2026-08-17"},{"text":"India, Nigeria, and Bangladesh have the highest absolute numbers of rural poor at risk. India's rural poor population increased by 5.2 million. Since 2018, the largest proportional increases occurred in Argentina (82%), Pakistan (21.8%), and Iraq (20.9%), while Bolivia (-46.5%) and Indonesia (-42.3%) saw the most significant reductions.","ai_generated":true,"unit":"seforall-000099#insight-3","date_modified":"2026-08-17"},{"text":"Africa hosts half of the global rural poor population, with eight of the top 10 countries most affected located there. In Angola, Guinea-Bissau, Malawi, Mozambique, and Somalia, more than 75% of rural dwellers are at high risk due to lack of cooling access.","ai_generated":true,"unit":"seforall-000099#insight-4","date_modified":"2026-08-17"},{"text":"In Asia and the Middle East, the rural poor at risk increased by 4.3 million in the last year, with India hosting 133.3 million rural poor (36% of the global total). In Latin America and the Caribbean, the rural poor population declined by an average of 6% across six high-impact countries, with Brazil accounting for 82% of the region's rural poor (3.6 million).","ai_generated":true,"unit":"seforall-000099#insight-5","date_modified":"2026-08-17"}],"climate_tags":["energy transition","cooling","extreme poverty","rural development"],"geography_discussed":["India","Nigeria","Bangladesh","Egypt","Sri Lanka","Argentina","Pakistan","Iraq","Bolivia","Indonesia","Africa","Angola","Guinea-Bissau","Malawi","Mozambique","Somalia","Asia","Middle East","Yemen","Timor-Leste","Latin America and the Caribbean","Brazil","Peru"],"frame_perspective":[],"analysis_type":["regional analysis","trend analysis"]},{"id":"gclifun-004999","url":"https://climateinsightsdirectory.org/document/gclifun-004999","title":"National Framework for Leapfrogging to Energy-Efficient and Climate Friendly Commercial Refrigerating Appliances in Brazil","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2020-12-29","source_url":"https://www.greenclimate.fund/sites/default/files/document/brazil-strategic-framwork-unep.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The proposal seeks USD 599,704 to help Brazil 'leapfrog' to sustainable commercial refrigeration by implementing Minimum Energy Performance Standards (MEPS) and energy labels for the first time in this sector. The project, implemented by UNEP, aims to reduce electricity demand and GHG emissions, as commercial refrigeration is estimated to account for 25% of energy consumption in an average Brazilian supermarket. Key activities include establishing a Policy Working Group, conducting a national market assessment, developing a Monitoring, Verification and Enforcement (MVE) framework, and creating guidelines for sustainable public procurement. The project also intends to share lessons learned with other MERCOSUR countries to create a regional multiplier effect.","ai_generated":true,"unit":"gclifun-004999#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Commercial refrigeration in Brazil is a significant energy consumer, accounting for approximately 25% of the energy used in an average supermarket, yet it currently lacks energy regulations.","ai_generated":true,"unit":"gclifun-004999#insight-1","date_modified":"2026-10-23"},{"text":"Brazil's electricity consumption is projected to increase by approximately 44% between 2019 and 2029, rising from 549 TWh to 793 TWh.","ai_generated":true,"unit":"gclifun-004999#insight-2","date_modified":"2026-10-23"},{"text":"The project aims to implement Minimum Energy Performance Standards (MEPS) and energy labels for commercial refrigerators for the first time in Brazil to reduce pressure on the electricity grid and lower CO2 emissions.","ai_generated":true,"unit":"gclifun-004999#insight-3","date_modified":"2026-10-23"},{"text":"The proposal estimates that if energy savings in the commercial refrigeration sector are similar to those in the residential sector, it could avoid 9.1 TWh of electricity demand by 2030, equivalent to 6 MtCO2e and 1.2 billion USD in electricity bills.","ai_generated":true,"unit":"gclifun-004999#insight-4","date_modified":"2026-10-23"},{"text":"The project will develop a Monitoring, Verification and Enforcement (MVE) framework to oversee products sold in the market, including capacity training for national laboratories and supervisory agencies.","ai_generated":true,"unit":"gclifun-004999#insight-5","date_modified":"2026-10-23"},{"text":"Sustainable public procurement guidelines will be developed, leveraging the fact that public purchasing represents 12.5% of the Brazilian market.","ai_generated":true,"unit":"gclifun-004999#insight-6","date_modified":"2026-10-23"},{"text":"The project will establish a Policy Working Group (PWG) comprising government bodies (such as the Ministry of Mines and Energy and Ministry of Economy), agencies (INMETRO, PROCEL, EPE), and private sector representatives.","ai_generated":true,"unit":"gclifun-004999#insight-7","date_modified":"2026-10-23"},{"text":"The project intends to share its strategy and lessons learned with other MERCOSUR countries to facilitate a regional multiplier effect.","ai_generated":true,"unit":"gclifun-004999#insight-8","date_modified":"2026-10-23"}],"climate_tags":["energy efficiency","greenhouse gas emissions","cooling","electric energy consumption"],"geography_discussed":["MERCOSUR"],"frame_perspective":[],"analysis_type":["policy framework","capacity building","market assessment"]},{"id":"seforall-000060","url":"https://climateinsightsdirectory.org/document/seforall-000060","title":"Financing Access to Cooling Solutions","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"briefing","language":"en","date_published":"2020-03-31","source_url":"https://www.seforall.org/publications/financing-access-to-cooling-solutions","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"This knowledge brief from Sustainable Energy for All (SEforALL), produced in support of the Kigali Cooling Efficiency Program (K-CEP), examines the challenges and opportunities associated with financing sustainable cooling solutions across diverse user needs.","ai_generated":true,"unit":"seforall-000060#summary","date_modified":"2026-08-17"},"key_insights":[{"text":"The wide variety of cooling needs—ranging from large companies and buildings to poor rural populations, urban slums, and cold chains for food and vaccines—necessitates a diverse array of financial instruments and approaches to provide effective solutions.","ai_generated":true,"unit":"seforall-000060#insight-1","date_modified":"2026-08-17"},{"text":"Identifying and mapping market gaps and finance needs can help overcome barriers to financial flow. Depending on the barrier, solutions may range from modest risk mitigants to attract private capital, substantial subsidies, or the exclusive use of grants.","ai_generated":true,"unit":"seforall-000060#insight-2","date_modified":"2026-08-17"},{"text":"Funding sources depend on factors such as the local investment climate, scale of investment, and likelihood of commercial returns. While commercial financing is available in some cases, projects for poor rural populations may require public or grant funding, though strategies like bulk procurement may help lower costs.","ai_generated":true,"unit":"seforall-000060#insight-3","date_modified":"2026-08-17"}],"climate_tags":["cooling","sustainable finance","energy access"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["Policy Analysis","Financial Analysis"]},{"id":"seforall-000114","url":"https://climateinsightsdirectory.org/document/seforall-000114","title":"COOLING FOR ALL NEEDS ASSESSMENT SCORECARD","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"fact sheet","language":"en","date_published":"2019","source_url":"https://www.seforall.org/system/files/2019-11/CoolingforAll_Needs-Assessment-Scorecard.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The Cooling for All Needs Assessment Scorecard is a tool designed to measure access to cooling through specific guiding questions and indicators. It focuses on three key areas: human comfort and safety (addressing heat stress and productivity), food and nutrition security (focusing on agricultural incomes, diet, and cold chain food loss), and health services (evaluating vaccine programs and the security of medical cold chains). The scorecard allows users to track baseline and latest values to determine trends and ratings.","ai_generated":true,"unit":"seforall-000114#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The scorecard assesses human comfort and safety by evaluating whether populations have access to space and mobility cooling sufficient to maintain safety and productivity in homes, educational settings, work environments, and during transit.","ai_generated":true,"unit":"seforall-000114#insight-1","date_modified":"2026-10-23"},{"text":"For food, nutrition security, and agriculture, the framework examines the sufficiency of income for agricultural and fishery workers, the accessibility of affordable and nutritious diets, and the volume of food loss and waste throughout the cold chain.","ai_generated":true,"unit":"seforall-000114#insight-2","date_modified":"2026-10-23"},{"text":"The health services assessment focuses on the effectiveness of national vaccine programs, the reliability of the unbroken cold chain for medicines and healthcare products during normal and disaster scenarios, and the cooling capacity of health infrastructure.","ai_generated":true,"unit":"seforall-000114#insight-3","date_modified":"2026-10-23"}],"climate_tags":["cooling","heat stress","food security","public health","sustainable energy","urban heat island"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["framework"]},{"id":"seforall-000363","url":"https://climateinsightsdirectory.org/document/seforall-000363","title":"SUSTAINABLE ENERGY FOR ALL 2018 WORKPLAN","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"report","language":"en","date_published":"2018","source_url":"https://www.seforall.org/system/files/gather-content/SEforALLWorkplanJanuary2018_0.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The SEforALL 2018 Workplan focuses on four primary workstreams: 'Energy Efficiency First', 'Leaving No One Behind', 'Sustainable Energy Diplomacy', and the 'Body of Evidence'. Key initiatives include the 'Cooling for All' program to protect vulnerable populations from heat, the development of energy efficiency finance accelerators, and the coordination of biomass data in Sub-Saharan Africa. The plan emphasizes unlocking finance and brokering partnerships through high-level engagement with the G7, G20, and the UN system. Additionally, the organization aims to enhance its evidence base through the Global Tracking Framework (GTF) and Regulatory Indicators for Sustainable Energy (RISE), while utilizing the annual SEforALL Forum to connect government, business, and civil society leaders.","ai_generated":true,"unit":"seforall-000363#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The 'Energy Efficiency First' workstream aims to make energy efficiency and demand-side solutions central to business strategies and energy plans by unlocking finance and brokering partnerships, specifically targeting the most energy-intensive sectors and countries.","ai_generated":true,"unit":"seforall-000363#insight-1","date_modified":"2026-10-23"},{"text":"The 'Cooling for All' initiative, launched in July 2017 in partnership with the Kigali Cooling Efficiency Program, seeks to increase global access to affordable and sustainable cooling to protect vulnerable populations from intensifying heat.","ai_generated":true,"unit":"seforall-000363#insight-2","date_modified":"2026-10-23"},{"text":"Under the 'Leaving No One Behind' workstream, SEforALL intends to establish an international initiative to coordinate the collection and analysis of biomass energy data specifically for Sub-Saharan Africa.","ai_generated":true,"unit":"seforall-000363#insight-3","date_modified":"2026-10-23"},{"text":"The 'Sustainable Energy Diplomacy' workstream utilizes the SEforALL CEO's role as the Special Representative of the UN Secretary-General to influence the UN system, the G7, and the G20 to accelerate the implementation of SDG 7 and the Paris Climate Agreement.","ai_generated":true,"unit":"seforall-000363#insight-4","date_modified":"2026-10-23"},{"text":"SEforALL maintains a 'Body of Evidence' to benchmark progress and inform decision-making, which includes the Global Tracking Framework (GTF), Regulatory Indicators for Sustainable Energy (RISE), the Multi-tier Framework (MTF), and 'Heat Maps'.","ai_generated":true,"unit":"seforall-000363#insight-5","date_modified":"2026-10-23"},{"text":"The organization's operational goals for 2018 include expanding its Administrative Board to 13 seats and achieving a resource mobilization target of $12 million per annum as part of a larger $20 million target.","ai_generated":true,"unit":"seforall-000363#insight-6","date_modified":"2026-10-23"}],"climate_tags":["energy efficiency","climate finance","cooling","renewable energy","biomass","energy access","Paris Agreement","carbon price"],"geography_discussed":["sub-Saharan Africa","Asia","Africa","Latin America"],"frame_perspective":[],"analysis_type":["strategic planning"]},{"id":"seforall-000057","url":"https://climateinsightsdirectory.org/document/seforall-000057","title":"Reflecting on 5 years of the Kigali Amendment: Cooling for All partner stories","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"report","language":"en","date_published":null,"source_url":"https://www.seforall.org/chilling-prospects-2022/cooling-for-all-partner-stories","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags"],"summary":{"text":"This document introduces the Kigali Amendment to the Montreal Protocol and the SEforALL Cooling for All programme, highlighting the goal to reduce hydrofluorocarbon production by over 80 percent over 30 years while improving energy efficiency in cooling technologies.","ai_generated":true,"unit":"seforall-000057#summary","date_modified":"2026-08-17"},"key_insights":[{"text":"The Kigali Amendment to the Montreal Protocol, signed in late 2016, requires participating countries to reduce the production of hydrofluorocarbons—which are powerful greenhouse gases used as refrigerants—by over 80 percent within a 30-year period.","ai_generated":true,"unit":"seforall-000057#insight-1","date_modified":"2026-08-17"},{"text":"The SEforALL Cooling for All programme was established in 2017 with support from the Kigali Cooling Efficiency Program (currently known as the Clean Cooling Collaborative). The programme focuses on advocating for sustainable cooling and creating the tools, policy, and evidence necessary to enable such action.","ai_generated":true,"unit":"seforall-000057#insight-2","date_modified":"2026-08-17"}],"climate_tags":["energy efficiency","greenhouse gases","cooling"],"geography_discussed":[],"frame_perspective":[],"analysis_type":[]},{"id":"seforall-000362","url":"https://climateinsightsdirectory.org/document/seforall-000362","title":"THREADS OF TRANSFORMATION","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"report","language":"en","date_published":null,"source_url":"https://www.seforall.org/system/files/2025-06/SEforALL_report-threads-of-transformation-2025.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The fashion industry is a major contributor to global carbon emissions and water pollution, with a supply chain heavily reliant on fossil fuels and concentrated in low- and middle-income countries. Women comprise over 60% of the global garment workforce but face systemic barriers, including limited access to sustainable energy and underrepresentation in leadership. The report advocates for the adoption of renewable energy, circular fashion models, and gender-responsive policies to drive a sustainable transition. Key recommendations include scaling financial support for women-led SMEs, investing in green skills training, and implementing mandatory supply chain transparency to address environmental and social inequities.","ai_generated":true,"unit":"seforall-000362#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The fashion industry has a massive environmental footprint, contributing an estimated 2-8% of global carbon emissions and nearly 20% of global wastewater. If current trends persist, greenhouse gas emissions are projected to increase by more than 60% by 2030, and nearly 73% of textiles will be derived from fossil fuels.","ai_generated":true,"unit":"seforall-000362#insight-1","date_modified":"2026-10-23"},{"text":"The sector is highly energy-intensive, consuming approximately one trillion kWh of electricity annually. A significant portion of this energy is wasted due to poor efficiency, with estimates suggesting that 50% of energy input in textile manufacturing is lost during production.","ai_generated":true,"unit":"seforall-000362#insight-2","date_modified":"2026-10-23"},{"text":"Women are disproportionately affected by the industry's environmental and social impacts. While they make up over 60% of the global garment workforce, they are concentrated in low-wage, informal roles and are underrepresented in leadership; only 14% of major fashion brands have female executives.","ai_generated":true,"unit":"seforall-000362#insight-3","date_modified":"2026-10-23"},{"text":"There is a significant 'cooling gap' in major textile producing regions like Bangladesh, China, India, Indonesia, Nigeria, and Pakistan. In Dhaka, factory temperatures often exceed 30°C, which negatively impacts the health and productivity of the predominantly female workforce.","ai_generated":true,"unit":"seforall-000362#insight-4","date_modified":"2026-10-23"},{"text":"Women-led SMEs, which account for 90% of businesses in Africa's fashion sector, face severe financial barriers to adopting renewable energy. The global finance gap for women-led SMEs in emerging markets is estimated at USD 1.7 trillion.","ai_generated":true,"unit":"seforall-000362#insight-5","date_modified":"2026-10-23"},{"text":"Circular fashion models—including resale, rental, and repair—could reduce emissions by 30% to 50% and are projected to increase their global market share from 3.5% to 23% by 2030.","ai_generated":true,"unit":"seforall-000362#insight-6","date_modified":"2026-10-23"},{"text":"Scope 3 emissions constitute the vast majority of a fashion brand's impact, often ranging from 96% to 99% of total emissions. However, 92% of 250 major brands lack a public renewable electricity target for their supply chains.","ai_generated":true,"unit":"seforall-000362#insight-7","date_modified":"2026-10-23"},{"text":"A critical technical skills gap exists for women in the energy transition. In Africa's solar PV sector, women occupy only 24% of STEM roles and 22% of other technical positions, limiting their ability to manage clean energy systems in fashion SMEs.","ai_generated":true,"unit":"seforall-000362#insight-8","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","renewable energy","energy efficiency","climate justice","gender equality","Scope 3","regenerative agriculture","cooling","energy poverty"],"geography_discussed":["sub-Saharan Africa","Bangladesh","India","People's Republic of China","United States","European Union","Ethiopia","Lesotho","Vietnam","Uzbekistan"],"frame_perspective":[],"analysis_type":["policy analysis","socio-economic assessment","environmental impact assessment"]}]}