{"query_echo":{"q":"","filters":{"geography":["Ethiopia"]},"warnings":[]},"total":{"value":1706,"relation":"eq"},"page":3,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Ethiopia&page=3","next":"https://climateinsightsdirectory.org/api/v1/search?geography=Ethiopia&page=4","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":"saiia-001988","url":"https://climateinsightsdirectory.org/document/saiia-001988","title":"The BRICS Power Play: Competing Interests in Global Energy Governance","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"policy brief","language":"en","date_published":"2026-05","source_url":"https://saiia.org.za/wp-content/uploads/2026/05/SAIIA_PI_174_BRICSPowerPlay-002.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that the energy transition within the expanded BRICS bloc is a contest of power between incumbent fossil-industrial interests and emerging green regimes. It identifies a 'grey space' of hybrid compromise where ambitious climate rhetoric masks continued fossil fuel expansion. To navigate this, the authors introduce the BRICS Climate and Energy Compass and a strategic action plan focusing on financial architecture reform, investment in hard-to-abate sectors, and the localisation of climate finance.","ai_generated":true,"unit":"saiia-001988#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The expanded BRICS bloc, consisting of 10 members, is a critical arena for global climate politics, accounting for over 42% of global greenhouse gas emissions, 50% of the world's population, and approximately 43.6% of global oil production.","ai_generated":true,"unit":"saiia-001988#insight-1","date_modified":"2026-10-23"},{"text":"The energy transition in BRICS is characterized by a 'grey space' of hybrid compromise, where ambitious climate goals are stated in Nationally Determined Contributions (NDCs) but are contradicted by continued fossil fuel investment and the rebranding of conventional lending as transition finance.","ai_generated":true,"unit":"saiia-001988#insight-2","date_modified":"2026-10-23"},{"text":"BRICS members are divided into five functional actor groups with conflicting postures: the 'structural pivot' (China), 'normative entrepreneurs' (South Africa, Brazil), 'swing states' (India, Indonesia), 'incumbent guardians' (Russia, Iran, UAE), and 'adaptation-centred members' (Egypt, Ethiopia).","ai_generated":true,"unit":"saiia-001988#insight-3","date_modified":"2026-10-23"},{"text":"There is a significant gap in governance and ownership models that determine whether green innovations displace or are absorbed by the incumbent fossil-industrial complex. Six high-potential niches identified include community-owned renewables, green hydrogen industrialisation, critical minerals beneficiation, transition finance mechanisms, indigenous knowledge, and BRICS financial architecture reform.","ai_generated":true,"unit":"saiia-001988#insight-4","date_modified":"2026-10-23"},{"text":"The 2026 Iran conflict and the closure of the Strait of Hormuz, which disrupted about 25% of seaborne oil trade, have increased incentives for importers like China and India to accelerate domestic renewable buildout to reduce hydrocarbon dependence.","ai_generated":true,"unit":"saiia-001988#insight-5","date_modified":"2026-10-23"},{"text":"The document proposes three strategic financial priorities: systemic reform of global and internal BRICS financial architecture (including the New Development Bank), catalysing investment in hard-to-abate sectors like steel and cement, and localising climate finance to build sub-national capacity.","ai_generated":true,"unit":"saiia-001988#insight-6","date_modified":"2026-10-23"}],"climate_tags":["energy transition","greenhouse gas emissions","climate finance","just transition","renewable energy","solar energy","coal","green hydrogen","critical minerals","Hard to abate sectors","Nationally Determined Contributions","climate justice"],"geography_discussed":["People's Republic of China","South Africa","Brazil","India","Indonesia","Russia","Iran","United Arab Emirates","Egypt","Ethiopia","Strait of Hormuz"],"frame_perspective":[],"analysis_type":["policy brief","systems mapping","narrative analysis"]},{"id":"ember-000150","url":"https://climateinsightsdirectory.org/document/ember-000150","title":"Electricity demand and supply trends","publisher":{"name":"Ember","organization":"ember"},"document_type":"report","language":"en","date_published":"2026-04-21","source_url":"https://ember-energy.org/chapter/electricity-demand-and-supply-trends/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"In 2025, global electricity generation saw a significant shift toward low-carbon sources, with solar and wind reaching a combined 17.3% share of total generation. Solar was the fastest-growing source, adding 636 TWh and meeting 75% of global demand growth. Conversely, coal's share of global electricity fell below one-third for the first time on record to 33.0%, and renewable generation exceeded coal generation for the first time. Low-carbon sources (including nuclear) reached 42.6% of total generation, while the emissions intensity of electricity dropped by 2.7% in 2025, the largest annual decline in two decades.","ai_generated":true,"unit":"ember-000150#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Solar power experienced record growth in 2025, adding 636 TWh of generation and meeting 75% of global electricity demand growth. This increase was 18 times larger than that of gas and the largest for any electricity source since coal's 2021 rebound.","ai_generated":true,"unit":"ember-000150#insight-1","date_modified":"2026-10-23"},{"text":"For the first time on record, global renewable generation (10,730 TWh) exceeded coal generation (10,476 TWh) in 2025. Coal's share of the global electricity mix fell to 33.0%, dropping below one-third for the first time.","ai_generated":true,"unit":"ember-000150#insight-2","date_modified":"2026-10-23"},{"text":"Low-carbon sources, comprising wind, solar, and nuclear, reached 42.6% of total global electricity generation in 2025, an increase from 33.5% in 2015. Wind and solar alone accounted for 17.3% of total generation.","ai_generated":true,"unit":"ember-000150#insight-3","date_modified":"2026-10-23"},{"text":"The emissions intensity of global electricity declined by 2.7% in 2025, marking the largest annual percentage drop in twenty years. Over the last decade, intensity fell from 533 gCO2e/kWh in 2015 to 458 gCO2e/kWh in 2025.","ai_generated":true,"unit":"ember-000150#insight-4","date_modified":"2026-10-23"},{"text":"China dominated the growth of clean energy in 2025, accounting for more than half of the global rise in solar generation and 68% of the global increase in wind generation.","ai_generated":true,"unit":"ember-000150#insight-5","date_modified":"2026-10-23"},{"text":"Global nuclear generation reached an all-time high of 2,812 TWh in 2025, though its share of the global electricity mix fell to a low of 8.9% as demand grew faster than supply.","ai_generated":true,"unit":"ember-000150#insight-6","date_modified":"2026-10-23"},{"text":"Hydropower reached a record absolute output of 4,437 TWh in 2025, but its share of global electricity generation fell to an all-time low of 14% due to rising overall demand.","ai_generated":true,"unit":"ember-000150#insight-7","date_modified":"2026-10-23"}],"climate_tags":["solar energy","wind power","natural gas","nuclear power","hydropower","coal","electric energy consumption","emission intensity","renewable energy","sustainable energy"],"geography_discussed":["People's Republic of China","India","United States","European Union","Pakistan","Brazil","Australia","Hungary","Chile","Germany","Spain","Sweden","Poland","Denmark","Finland","Taiwan","Turkey","Thailand","Russia","Japan","France","Belgium","Ethiopia","Italy","United Kingdom","Greece","Mongolia","South Africa"],"frame_perspective":[],"analysis_type":["trend analysis","statistical analysis"]},{"id":"issafri-000010","url":"https://climateinsightsdirectory.org/document/issafri-000010","title":"Agriculture","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-04-21","source_url":"https://futures.issafrica.org/thematic/04-agriculture/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes the stagnation of African agricultural productivity, attributing it to historical factors like slavery, colonialism, and a lack of tenure reform. It contrasts a 'Current Path' forecast—characterized by increasing food import dependence and low yields—with an 'Agriculture scenario' where targeted interventions in AgTech, irrigation, and soil health lead to significant poverty reduction and GDP growth. The report emphasizes the need for food self-sufficiency and value addition within Africa over a reliance on raw commodity exports.","ai_generated":true,"unit":"issafri-000010#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Africa's agricultural yields have historically lagged behind the rest of the world; by 2020, they were approximately 3.7 tons per hectare below the global average.","ai_generated":true,"unit":"issafri-000010#insight-1","date_modified":"2026-10-23"},{"text":"Under the 'Current Path' forecast, Africa's agricultural import bill is projected to rise from US$114 billion in 2019 to US$510 billion by 2043, increasing vulnerability to international price fluctuations.","ai_generated":true,"unit":"issafri-000010#insight-2","date_modified":"2026-10-23"},{"text":"The 'Agriculture scenario' predicts that by 2043, Africa could produce 486 million metric tons of additional food compared to the Current Path, reducing the import bill by US$212 billion and increasing export earnings by US$227.6 billion.","ai_generated":true,"unit":"issafri-000010#insight-3","date_modified":"2026-10-23"},{"text":"Insecure land tenure is a primary barrier to productivity; an estimated 90% of rural land in Africa is not formally documented, and up to 60% of land in sub-Saharan Africa is held under customary ownership.","ai_generated":true,"unit":"issafri-000010#insight-4","date_modified":"2026-10-23"},{"text":"Climate change and environmental degradation severely impact yields, with 95% of the continent's cultivation relying on rain rather than irrigation, and an estimated 4 million hectares of forest cut down annually.","ai_generated":true,"unit":"issafri-000010#insight-5","date_modified":"2026-10-23"},{"text":"Africa exports high volumes of raw commodities with minimal value addition; for example, 90% of the continent's cashew nuts are exported for processing overseas, and Ghana and Côte d’Ivoire receive only 5% to 6% of the US$130bn annual cocoa market revenue.","ai_generated":true,"unit":"issafri-000010#insight-6","date_modified":"2026-10-23"},{"text":"Agricultural technologies (AgTech), including AI-driven soil mapping and mobile-based credit and insurance, can significantly increase farm-level incomes and yields.","ai_generated":true,"unit":"issafri-000010#insight-7","date_modified":"2026-10-23"},{"text":"The 'Agriculture scenario' is expected to reduce the number of extremely poor Africans (living on less than US$1.90 daily) to 339 million (15%) by 2043, compared to 398 million (18%) in the Current Path.","ai_generated":true,"unit":"issafri-000010#insight-8","date_modified":"2026-10-23"},{"text":"The 10-year Fertilizer and Soil Health Action Plan 2023-2033 aims to triple fertiliser use from 18 kg/ha in 2020 to 54 kg/ha by 2033.","ai_generated":true,"unit":"issafri-000010#insight-9","date_modified":"2026-10-23"},{"text":"Poor infrastructure and high post-harvest losses hinder food security; agricultural loss and waste in Africa is 24%, reaching up to 30% in West Africa.","ai_generated":true,"unit":"issafri-000010#insight-10","date_modified":"2026-10-23"}],"climate_tags":["agricultural productivity","food security","climate change adaptation","agricultural irrigation","deforestation","land tenure","smallholder","carbon dioxide emissions","ecological restoration"],"geography_discussed":["Zimbabwe","People's Republic of China","Brazil","Democratic Republic of the Congo","Angola","Egypt","South Africa","Ethiopia","Ghana","Ivory Coast","Nigeria","Morocco","Kenya","Uganda"],"frame_perspective":[],"analysis_type":["forecasting","historical analysis","scenario modeling","policy assessment"]},{"id":"issafri-000145","url":"https://climateinsightsdirectory.org/document/issafri-000145","title":"Impact of the Agriculture Scenario","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-04-21","source_url":"https://futures.issafrica.org/thematic/guide.pdf?thematic=04-agriculture&topic=10-impact-of-the-agriculture-scenario","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Agriculture scenario projects a significant increase in Africa's agricultural production, reducing food import dependence and extreme poverty while boosting GDP. By 2043, production could reach 2,167 million metric tons, with Nigeria emerging as the most significant producer. The scenario is expected to reduce the number of extremely poor Africans to 339 million and increase the total economy by US$354 billion compared to the Current Path. However, these gains depend on water availability, climate-driven carbon fertilisation, and the adoption of temperature-tolerant cultivars.","ai_generated":true,"unit":"issafri-000145#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Under the Agriculture scenario, Africa's agricultural production is projected to more than double over the next two decades, reaching approximately 2,167 million metric tons by 2043. This represents an additional 486 million metric tons of food compared to the Current Path forecast for the same year.","ai_generated":true,"unit":"issafri-000145#insight-1","date_modified":"2026-10-23"},{"text":"The Agriculture scenario significantly improves food security and health outcomes by 2043, reducing the number of malnourished children by over 1.7 million and decreasing infant mortality by nearly a million child deaths per 1,000 live births relative to the Current Path.","ai_generated":true,"unit":"issafri-000145#insight-2","date_modified":"2026-10-23"},{"text":"The scenario reduces Africa's food import dependence to 10.6% by 2043, compared to a projected 30.4% under the Current Path. This shift could reduce the agricultural import bill by US$212 billion and increase export earnings to US$276 billion by 2043.","ai_generated":true,"unit":"issafri-000145#insight-3","date_modified":"2026-10-23"},{"text":"Nigeria is projected to become Africa's most significant agricultural producer by 2043, with production potentially increasing from 311 million metric tons (Current Path) to 438 million metric tons under the Agriculture scenario.","ai_generated":true,"unit":"issafri-000145#insight-4","date_modified":"2026-10-23"},{"text":"The Agriculture scenario is expected to reduce the number of extremely poor Africans (using a US$1.90 benchmark) to 339 million (15%) by 2043, compared to 398 million (18%) in the Current Path. The greatest poverty reductions are expected in Malawi, Madagascar, and Sierra Leone.","ai_generated":true,"unit":"issafri-000145#insight-5","date_modified":"2026-10-23"},{"text":"By 2043, the Agriculture scenario would make Africa's total economy US$354 billion larger than the Current Path forecast, increasing average GDP per person (PPP) by US$204. West Africa is projected to benefit most proportionally with a 5% increase over the Current Path.","ai_generated":true,"unit":"issafri-000145#insight-6","date_modified":"2026-10-23"},{"text":"While total output increases, the scenario accelerates the decline of the agricultural sector's share of the labour force, shifting employment toward downstream agro-processing in urban centres.","ai_generated":true,"unit":"issafri-000145#insight-7","date_modified":"2026-10-23"},{"text":"The projected gains are contingent on several variables, including water availability for irrigation, the impact of climate-driven carbon fertilisation on crops, and the development of temperature-tolerant genetically modified plants and cultivars.","ai_generated":true,"unit":"issafri-000145#insight-8","date_modified":"2026-10-23"}],"climate_tags":["agricultural production","food security","poverty reduction","climate change"],"geography_discussed":["Nigeria","Ethiopia","Democratic Republic of the Congo","Ivory Coast","Tanzania","South Africa","Kenya","Egypt","Madagascar","Gabon","Mozambique","Malawi","Sierra Leone","Mali","São Tomé and Príncipe","Central African Republic","North Africa","West Africa","East Africa","Southern Africa","Central Africa"],"frame_perspective":[],"analysis_type":["scenario analysis","economic forecasting"]},{"id":"issafri-000168","url":"https://climateinsightsdirectory.org/document/issafri-000168","title":"AFRICA GENDER FUTURES: THEMATIC FUTURES","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-04-21","source_url":"https://futures.issafrica.org/thematic/guide.pdf?thematic=16-gender&topic=06-political-representation","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report highlights a significant gender gap in African political representation, with women making up only 24% of parliamentarians and 7% of top executive positions. While the judiciary shows more encouraging trends, with 21 countries meeting a 33% representation target, structural barriers like patriarchal norms and cyberbullying persist. The text argues that higher female political participation correlates with lower corruption, increased social spending on health and education, and the adoption of stricter climate change policies.","ai_generated":true,"unit":"issafri-000168#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Women are significantly underrepresented in African political leadership, constituting 24% of parliamentarians, 21% of local councillors, and only 7% of top executive positions.","ai_generated":true,"unit":"issafri-000168#insight-1","date_modified":"2026-10-23"},{"text":"Regional disparities in parliamentary representation are stark, with the Horn of Africa (33%) and East Africa (32%) having the highest shares, while West Africa has the lowest at 16%. North Africa is noted for a complete absence of women in top executive positions, party leadership, or as mayors of capital cities.","ai_generated":true,"unit":"issafri-000168#insight-2","date_modified":"2026-10-23"},{"text":"Representation in the judiciary is more successful than in other government branches; 21 African countries have reached the target of at least 33% women in the highest judiciary branch, with Southern and East African countries scoring 77.5 and 73.2 respectively in the 2022 AIIG report.","ai_generated":true,"unit":"issafri-000168#insight-3","date_modified":"2026-10-23"},{"text":"Women facing political candidacy in Africa encounter structural and cultural barriers, including patriarchal norms and an increasing trend of cyberbullying, shaming, and bullying in online spaces.","ai_generated":true,"unit":"issafri-000168#insight-4","date_modified":"2026-10-23"},{"text":"Increased female political participation is linked to better governance outcomes, including lower corruption, a higher ratio of domestic spending on health and education over military spending, and the adoption of stricter climate change policies that result in lower emissions.","ai_generated":true,"unit":"issafri-000168#insight-5","date_modified":"2026-10-23"}],"climate_tags":["gender equality","climate change mitigation","climate policy","governance"],"geography_discussed":["Horn of Africa","East Africa","West Africa","North Africa","Rwanda","Namibia","South Africa","Senegal","Ethiopia","Tanzania","Liberia","Guinea-Bissau","Egypt","Somalia","Sudan","South Sudan"],"frame_perspective":[],"analysis_type":["statistical analysis","comparative analysis"]},{"id":"issafri-000243","url":"https://climateinsightsdirectory.org/document/issafri-000243","title":"Agriculture After independence","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"research paper","language":"en","date_published":"2026-04-21","source_url":"https://futures.issafrica.org/thematic/guide.pdf?thematic=04-agriculture&topic=03-after-independence","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Since independence, African agriculture has lagged behind global productivity due to a lack of resource allocation, tenure reform, and infrastructure. Despite possessing 45% of the world's land suitable for sustainable production expansion, the continent remains the most food-insecure region globally, with yields remaining roughly half of the global average. Productivity is further hampered by conflict in states like Angola and DR Congo, extreme weather events, and significant deforestation, with 4 million hectares of forest lost annually. While the African Union's CAADP initiative aims to drive growth, most national budgets allocate only 5-7% to agriculture, leaving smallholder farmers—who provide 80% of sub-Saharan production—without essential inputs and market access.","ai_generated":true,"unit":"issafri-000243#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"African agricultural yields have consistently lagged behind the global average since the 1960s. In the early 1960s, yields were approximately 1.1 tons per hectare, which is 1.3 tons below the world average; by 2020, yields rose to 4 tons per hectare but remained 3.7 tons below the global average.","ai_generated":true,"unit":"issafri-000243#insight-1","date_modified":"2026-10-23"},{"text":"Post-independence governments prioritised industrialisation and political emancipation over agrarian development, maintaining bifurcated land ownership systems where urban elites replaced colonists in state institutions.","ai_generated":true,"unit":"issafri-000243#insight-2","date_modified":"2026-10-23"},{"text":"Conflict has severely degraded agricultural capacity in specific nations. Angola, once the fourth-largest global coffee producer and self-sufficient in most food crops, saw production destroyed by wars lasting until 2002. In the DR Congo, agricultural productivity fell to 60% of its 1960 independence level by 2006, and the country faces an annual food trade deficit of US$1.5 billion.","ai_generated":true,"unit":"issafri-000243#insight-3","date_modified":"2026-10-23"},{"text":"Environmental degradation and climate change significantly impact productivity. Africa has experienced over 350 extreme drought events in the last 100 years, with nearly half causing famines. Additionally, 4 million hectares of forest are cut down annually, contributing to soil degradation and increased flooding.","ai_generated":true,"unit":"issafri-000243#insight-4","date_modified":"2026-10-23"},{"text":"Despite the African Union's CAADP initiative, national budget allocations for agriculture remain low, typically between 5-7%. Smallholder farmers, who account for 80% of production in sub-Saharan Africa, struggle with fragmented supply chains and a lack of access to fair markets and modern equipment.","ai_generated":true,"unit":"issafri-000243#insight-5","date_modified":"2026-10-23"},{"text":"Africa is currently the most food-insecure region in the world. In 2021, 58% of the population experienced moderate or severe food insecurity, with undernourishment rates reaching 30% in East Africa and 33% in Central Africa.","ai_generated":true,"unit":"issafri-000243#insight-6","date_modified":"2026-10-23"}],"climate_tags":["agricultural productivity","food security","deforestation","climate change","drought","soil erosion","agricultural irrigation"],"geography_discussed":["Egypt","South Africa","Ethiopia","Angola","Democratic Republic of the Congo","Kenya","Mozambique","Sierra Leone"],"frame_perspective":[],"analysis_type":["historical analysis","trend analysis","socio-economic assessment"]},{"id":"issafri-000259","url":"https://climateinsightsdirectory.org/document/issafri-000259","title":"AGRICULTURE","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"research paper","language":"en","date_published":"2026-04-21","source_url":"https://futures.issafrica.org/thematic/guide.pdf?thematic=04-agriculture&topic=01-introduction","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that Africa has failed to achieve a modern agricultural revolution due to a combination of historical, environmental, and policy-related factors. It highlights how poor soil quality, a high disease burden, and the late adoption of high-yield cereal grains contributed to lower population densities and slower technological advancement compared to other global regions. Despite efforts by organizations like the World Bank and the African Union, the sector remains constrained by low investment, ineffective policies, and a reliance on traditional methods among smallholder farmers.","ai_generated":true,"unit":"issafri-000259#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Africa has not yet experienced a modern agricultural revolution despite decades of interventions by the World Bank, the African Union's Comprehensive Africa Agriculture Development Programme (CAADP), and the Alliance for a Green Revolution (AGRA) to introduce mechanisation, irrigation, and high-yielding seed hybrids.","ai_generated":true,"unit":"issafri-000259#insight-1","date_modified":"2026-10-23"},{"text":"Current agricultural productivity in Africa is the lowest globally, driven by ineffective policies, lack of land reform, low investment, and the continued use of traditional farming methods by smallholder farmers.","ai_generated":true,"unit":"issafri-000259#insight-2","date_modified":"2026-10-23"},{"text":"Environmental and health constraints historically limited agricultural growth; a high disease burden restricted population growth, and poor soil quality—with a 1997 USDA study estimating 55% of African land is unsuitable for anything but nomadic grazing—inhibited the spread of livestock and intensive farming.","ai_generated":true,"unit":"issafri-000259#insight-3","date_modified":"2026-10-23"},{"text":"The historical absence of high-energy, durable cereal grains like wheat and rice—which enabled the rise of cities and states elsewhere—meant that sub-Saharan Africa relied on less nutrient-rich crops like sorghum and pearl millet, contributing to lower levels of technology and population pressure.","ai_generated":true,"unit":"issafri-000259#insight-4","date_modified":"2026-10-23"}],"climate_tags":["agricultural productivity","agricultural irrigation","smallholder"],"geography_discussed":["Ethiopia","West Africa","Sahel","Asia","Latin America"],"frame_perspective":[],"analysis_type":["historical analysis","systemic assessment"]},{"id":"issafri-000275","url":"https://climateinsightsdirectory.org/document/issafri-000275","title":"The Agriculture scenario","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"research paper","language":"en","date_published":"2026-04-21","source_url":"https://futures.issafrica.org/thematic/guide.pdf?thematic=04-agriculture&topic=09-agricultural-scenario","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines a simulated agricultural revolution in Africa based on eight interventions: increasing crop yields, expanding irrigation, increasing water withdrawal, protecting forests, improving supply chains, enhancing rural road access, and increasing per capita calories. The scenario predicts that by 2043, average crop yields will reach 7 tons per hectare (a 37% increase over the 'Current Path') and irrigated land will grow to 17.4 million hectares. It emphasizes the role of these interventions in reducing food loss and waste—projected to drop to 19.4% by 2033—and improving rural accessibility to 69%. The model balances agricultural expansion with forest protection, aiming to save 30 million hectares of forest land by 2043 compared to the Current Path forecast.","ai_generated":true,"unit":"issafri-000275#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Agriculture scenario projects that Africa's average crop yields will reach 7 tons per hectare by 2043, which is a 37% improvement over the Current Path forecast of 5.1 tons per hectare. The most significant gains are expected in Central and East Africa, where yields are forecast to increase by 41% above the Current Path.","ai_generated":true,"unit":"issafri-000275#insight-1","date_modified":"2026-10-23"},{"text":"To adapt to climate change, the scenario models an increase in irrigated land to 17.4 million hectares by 2043, a 26% increase over the Current Path. Regional impacts vary, with Southern Africa seeing a 71% increase (to 3.6 million hectares) and East Africa a 34% increase (to 5 million hectares).","ai_generated":true,"unit":"issafri-000275#insight-2","date_modified":"2026-10-23"},{"text":"The scenario implements an ecosystem-based approach to limit deforestation, forecasting that forest land will be 622 million hectares by 2043, saving 30 million hectares compared to the Current Path. This protection results in a smaller expansion of cropland (300 million hectares by 2043) and grazing land (903 million hectares by 2043) than the Current Path predicts.","ai_generated":true,"unit":"issafri-000275#insight-3","date_modified":"2026-10-23"},{"text":"Interventions to improve food supply chains and reduce post-harvest losses are projected to lower food loss and waste to 19.4% by 2033, contrasting with the Current Path forecast where loss and waste would increase to 26.3% by 2043.","ai_generated":true,"unit":"issafri-000275#insight-4","date_modified":"2026-10-23"},{"text":"The scenario aims to increase rural road accessibility to 69% by 2043, compared to 62% in the Current Path. The most substantial improvement is in Central Africa, where accessibility is forecast to rise from 47% to 57%.","ai_generated":true,"unit":"issafri-000275#insight-5","date_modified":"2026-10-23"},{"text":"To improve domestic food security, the scenario projects an increase in average calories per person per day by 4.4% by 2043 compared to the Current Path, reaching 2936 calories per capita. Central Africa sees the largest improvement at 9% above the Current Path.","ai_generated":true,"unit":"issafri-000275#insight-6","date_modified":"2026-10-23"},{"text":"The scenario includes a 14% increase in total water supply in Africa by 2043 (309 cubic kilometers instead of 267) to support expanded irrigation, particularly in dryland and savanna areas.","ai_generated":true,"unit":"issafri-000275#insight-7","date_modified":"2026-10-23"}],"climate_tags":["crop yield","agricultural irrigation","deforestation","afforestation","food security","climate change adaptation","Sustainable land management"],"geography_discussed":["Central Africa","East Africa","Southern Africa","West Africa","North Africa","Ethiopia","Rwanda","Ivory Coast","Nigeria","Liberia","Guinea","Sierra Leone","Equatorial Guinea","Gabon","Central African Republic","Republic of the Congo","South Africa","Somalia","Burundi","Madagascar","Democratic Republic of the Congo"],"frame_perspective":[],"analysis_type":["forecasting","scenario modeling"]},{"id":"zca-000075","url":"https://climateinsightsdirectory.org/document/zca-000075","title":"El Niño and Climate Change","publisher":{"name":"Zero Carbon Analytics","organization":"zero-carbon-analytics"},"document_type":"briefing","language":"en","date_published":"2026-04-21","source_url":"https://zerocarbon-analytics.org/insights/briefings/el-nino-and-climate-change/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document describes El Niño as a natural climate phenomenon characterized by warmer-than-average sea surface temperatures in the equatorial Pacific. It argues that climate change is increasing the frequency and severity of extreme El Niño events, particularly Central-Pacific (CP) events, and complicating their prediction. For 2026, there is a 61% chance of an El Niño emerging between May and July, with some models suggesting it could be the strongest in 140 years. The briefing details global teleconnections, noting that El Niño typically causes droughts in southern Africa, Australia, and India, while increasing flood risks in East Africa and the Americas. These shifts significantly impact global agriculture, reducing yields for maize, rice, and wheat while often increasing soybean yields. Regional analysis highlights specific risks, such as increased cholera in East Africa, hydropower reductions at Kariba Dam in Zambia and Zimbabwe, and the Amazon becoming a net carbon source during Eastern-Pacific (EP) events.","ai_generated":true,"unit":"zca-000075#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Forecasts for 2026 indicate a 61% probability that El Niño will emerge between May and July and last until at least the end of the year, with some scientific warnings that it could be the strongest event in 140 years.","ai_generated":true,"unit":"zca-000075#insight-1","date_modified":"2026-10-23"},{"text":"Climate change is projected to increase the frequency and severity of extreme El Niño and La Niña events, with some projections suggesting a doubling of extreme El Niño events as global temperatures rise.","ai_generated":true,"unit":"zca-000075#insight-2","date_modified":"2026-10-23"},{"text":"There is a shift in the type of El Niño events occurring; Central-Pacific (CP) events have increased in frequency since 2000 and are projected to increase five-fold under climate change, while Eastern-Pacific (EP) events are expected to become more extreme.","ai_generated":true,"unit":"zca-000075#insight-3","date_modified":"2026-10-23"},{"text":"Global warming complicates the detection and prediction of El Niño because rising sea surface temperatures make historical baselines less reliable, requiring the use of relative SST anomalies compared to the tropical mean.","ai_generated":true,"unit":"zca-000075#insight-4","date_modified":"2026-10-23"},{"text":"El Niño has diverse global agricultural impacts, reducing grain yields across 22–24% of harvested areas—specifically for maize, rice, and wheat—while increasing soybean yields in major producing regions like the US and Brazil.","ai_generated":true,"unit":"zca-000075#insight-5","date_modified":"2026-10-23"},{"text":"In Africa, El Niño is linked to increased flooding and cholera in East Africa, while southern Africa faces droughts that reduce maize yields and hydropower generation, such as at the Kariba Dam serving Zambia and Zimbabwe.","ai_generated":true,"unit":"zca-000075#insight-6","date_modified":"2026-10-23"},{"text":"Eastern-Pacific (EP) El Niño events can turn the Amazon into a net carbon source due to lower rainfall across all seasons, which dries out trees and slows their growth.","ai_generated":true,"unit":"zca-000075#insight-7","date_modified":"2026-10-23"}],"climate_tags":["El Niño southern oscillation","La Niña","climate change","sea surface temperature","crop yield","food security","wildfire","flood","drought","tropical cyclone","coral bleaching","hydropower","public health"],"geography_discussed":["East Africa","Mexico","United States","Peru","Ecuador","Indonesia","Australia","Amazon rainforest","India","Southern Africa","Philippines","Canada","Chile","Japan","South Korea","Panama","Kenya","Ethiopia","Zambia","Zimbabwe","People's Republic of China","Europe","Brazil","Colombia"],"frame_perspective":[],"analysis_type":["impact assessment","forecast analysis"]},{"id":"gclifun-005306","url":"https://climateinsightsdirectory.org/document/gclifun-005306","title":"Building Urban Climate Resilience through Nature-based Solutions in Ethiopia","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2026-04-17","source_url":"https://www.greenclimate.fund/sites/default/files/document/fp289.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The project aims to reduce urban climate vulnerabilities in Ethiopia through a combination of national policy frameworks, city-level Nature-based Solutions (NbS), and sustainable financing. In Addis Ababa, interventions focus on the Jemo-Harbu River corridor, including reforestation of Jemo Mountain, riverbank stabilization, and the creation of green canopies to mitigate heat and flood risks. In Jimma, the project targets the Awetu River catchment through reforestation, agroforestry, and wetland rehabilitation. Nationally, it establishes an Inter-Sectoral Coordination Committee and a knowledge portal to mainstream NbS into urban planning. The initiative is supported by a total of USD 47 million, with USD 25 million from the Green Climate Fund and USD 22 million from KOICA, targeting a total of 1,780,947 direct and indirect beneficiaries.","ai_generated":true,"unit":"gclifun-005306#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Ethiopia faces severe climate risks, with temperature projections indicating a rise of 1.5–2.5°C by mid-century under RCP4.5 and up to 3–4°C under RCP8.5.","ai_generated":true,"unit":"gclifun-005306#insight-1","date_modified":"2026-10-23"},{"text":"Urban areas in Ethiopia are highly exposed to climate stress; in Addis Ababa, approximately 67% of the population lives in flood-prone areas, with over 120,000 structures located in flood zones along the Akaki and Jemo rivers.","ai_generated":true,"unit":"gclifun-005306#insight-2","date_modified":"2026-10-23"},{"text":"Jimma has experienced significant environmental degradation from 2000 to 2020, with open spaces decreasing from 33.6% to 9.8% and vegetated areas declining from 12.3% to 10.8%.","ai_generated":true,"unit":"gclifun-005306#insight-3","date_modified":"2026-10-23"},{"text":"The project will implement specific NbS in Addis Ababa, including the restoration of Jemo Mountain, stabilization of the Jemo-Harbu River corridor, and the creation of 15 hectares of urban farming areas.","ai_generated":true,"unit":"gclifun-005306#insight-4","date_modified":"2026-10-23"},{"text":"Interventions in Jimma focus on the Awetu River catchment, utilizing reforestation, agroforestry, and the development of 18 hectares of urban agroforestry spaces to support livelihoods and flood resilience.","ai_generated":true,"unit":"gclifun-005306#insight-5","date_modified":"2026-10-23"},{"text":"A national governance structure will be created via an Inter-Sectoral Coordination Committee for Urban NbS, chaired by KOICA and co-chaired by the Ministry of Planning and Development, to align policies and develop a national urban NbS framework.","ai_generated":true,"unit":"gclifun-005306#insight-6","date_modified":"2026-10-23"},{"text":"The project establishes a centralized Urban NbS Knowledge Portal hosted by the Ministry of Urban and Infrastructure to consolidate climate vulnerability data and technical guidelines for replication in secondary cities.","ai_generated":true,"unit":"gclifun-005306#insight-7","date_modified":"2026-10-23"},{"text":"Total financing for the project is USD 47 million, consisting of a USD 25 million grant from the Green Climate Fund and USD 22 million in co-financing from KOICA.","ai_generated":true,"unit":"gclifun-005306#insight-8","date_modified":"2026-10-23"},{"text":"The project targets a total of 1,780,947 beneficiaries, including 300,557 direct and 1,480,390 indirect beneficiaries, with a requirement that women comprise at least half of these groups.","ai_generated":true,"unit":"gclifun-005306#insight-9","date_modified":"2026-10-23"},{"text":"Economic analysis indicates the project is highly efficient, with an Economic Internal Rate of Return (EIRR) of 17.37% and a Benefit-Cost Ratio (BCR) of 2.7:1 over a 30-year horizon.","ai_generated":true,"unit":"gclifun-005306#insight-10","date_modified":"2026-10-23"}],"climate_tags":["nature-based solutions","Flood risk management","urban heat island","reforestation","agroforestry","Climate-smart agriculture","climate finance","urban planning","ecosystem service","green job"],"geography_discussed":["Gambela Region","Oromia Region","Southern Nations, Nationalities, and Peoples' Region","Amhara Region","Somali Region"],"frame_perspective":[],"analysis_type":["funding proposal","climate risk assessment","economic cost-benefit analysis"]},{"id":"iisd-002402","url":"https://climateinsightsdirectory.org/document/iisd-002402","title":"How Sub-Saharan African Cities are Building Climate Resilience","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"case study","language":"en","date_published":"2026-04-10","source_url":"https://www.iisd.org/articles/success-story/how-sub-saharan-african-cities-building-climate-resilience","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The SUNCASA project has implemented nature-based solutions (NbS) across three Sub-Saharan African cities, planting 2.4 million trees and shrubs and restoring over 3,500 hectares of land within its first two years. In Dire Dawa, the project focuses on afforestation and agroforestry to combat soil erosion and improve food security. In Kigali, efforts center on riparian buffer zones and agroforestry to reduce flood risks. Johannesburg's primary focus is the removal of alien invasive species to protect water quality and biodiversity. The project integrates gender equality and social inclusion (GESI) to ensure marginalized groups participate in climate adaptation. Cost-benefit analyses indicate significant future savings in flood-related infrastructure and health expenses across all three cities.","ai_generated":true,"unit":"iisd-002402#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In its first two years, the SUNCASA project achieved 85% of its three-year targets, planting 2.4 million trees and shrubs and restoring over 3,700 hectares of degraded watershed.","ai_generated":true,"unit":"iisd-002402#insight-1","date_modified":"2026-10-23"},{"text":"In Dire Dawa, Ethiopia, the project has restored 246 hectares of land along the Dechatu River catchment and achieved 93% of its agroforestry target with nearly 380,000 trees planted. Economic projections suggest the city will save USD 1.35 million in flood-related repairs and USD 930,000 in health expenses by 2050.","ai_generated":true,"unit":"iisd-002402#insight-2","date_modified":"2026-10-23"},{"text":"In Kigali, Rwanda, the project surpassed its agroforestry target by over 450 hectares and restored 92% of the targeted riparian buffer zone area (362 hectares). The investment is projected to return USD 2.09 in benefits for every USD 1 invested, with USD 12 million in avoided flood-related infrastructure damages by 2050.","ai_generated":true,"unit":"iisd-002402#insight-3","date_modified":"2026-10-23"},{"text":"In Johannesburg, South Africa, the project reached 99% of its three-year target for riparian corridor revitalization, removing 532 tonnes of debris and replacing invasive species with nearly 28,000 indigenous and fruit trees. By 2050, the city is expected to save USD 4.83 million in health expenses and USD 3.5 million in flood-related repairs.","ai_generated":true,"unit":"iisd-002402#insight-4","date_modified":"2026-10-23"},{"text":"The project's Gender Equality and Social Inclusion (GESI) initiatives led to an 82% increase in participants' knowledge of GESI issues, exceeding the 50% target. This was supported by three major workshops reaching 1,247 participants.","ai_generated":true,"unit":"iisd-002402#insight-5","date_modified":"2026-10-23"}],"climate_tags":["nature-based solutions","climate change adaptation","agroforestry","afforestation","reforestation","Flood risk management","soil erosion","groundwater recharge","biodiversity protection","urban heat island"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["case study","cost-benefit analysis"]},{"id":"aceta-000005","url":"https://climateinsightsdirectory.org/document/aceta-000005","title":"Balancing Growth and Green Goals: Pathways for Ghana's Sustainable Economic Transformation","publisher":{"name":"African Center for Economic Transformation","organization":"african-center-for-economic-transformation"},"document_type":"case study","language":"en","date_published":"2026-04-09","source_url":"https://acetforafrica.org/research-and-analysis/insights-ideas/case-study/balancing-growth-and-green-goals-pathways-for-ghanas-sustainable-economic-transformation/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Ghana faces a critical juncture where economic recovery is threatened by a fragile, high-carbon energy sector and widespread illegal mining. The energy sector is characterized by high debt, a heavy reliance on thermal generation, and a lack of renewable energy investment. Simultaneously, illegal mining (galamsey) causes severe deforestation and water pollution, threatening food security and the viability of hydropower. The document proposes a transition toward sustainable growth through competitive solar auctions, the establishment of a green investment facility, the formalization of artisanal mining via the Ghana Gold Board, and large-scale ecosystem restoration.","ai_generated":true,"unit":"aceta-000005#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Ghana's energy mix has shifted toward high-carbon thermal generation, which now accounts for approximately two-thirds of electricity output, while non-hydro renewables contribute less than 2 percent of installed capacity. This transition has caused annual carbon emissions to nearly double from 10 million tonnes in 2010 to 19 million tonnes in 2020.","ai_generated":true,"unit":"aceta-000005#insight-1","date_modified":"2026-10-23"},{"text":"The energy sector is plagued by severe financial instability and debt, with total energy sector debt estimated between US$3.1 billion and US$3.7 billion by early 2025. Liabilities to independent power producers (IPPs) alone were estimated at US$1.73 billion in 2024.","ai_generated":true,"unit":"aceta-000005#insight-2","date_modified":"2026-10-23"},{"text":"Ghana's climate finance is significantly insufficient to meet its Nationally Determined Contributions (NDC). In 2019 and 2020, an annual average of US$830 million was tracked, representing only 5 percent to 9 percent of the required investment, which is estimated between US$9.3 billion and US$15.5 billion.","ai_generated":true,"unit":"aceta-000005#insight-3","date_modified":"2026-10-23"},{"text":"Illegal small-scale gold mining, known as galamsey, accounts for 35 percent of Ghana's total gold production but causes extensive environmental damage, including the poisoning of rivers with mercury and lead and the destruction of biodiversity and agricultural land.","ai_generated":true,"unit":"aceta-000005#insight-4","date_modified":"2026-10-23"},{"text":"The environmental degradation caused by galamsey directly threatens Ghana's energy security by undermining the reliability of hydropower dams, specifically the Akosombo and Kpong dams, due to deteriorating water levels and quality.","ai_generated":true,"unit":"aceta-000005#insight-5","date_modified":"2026-10-23"},{"text":"The Ghana Gold Board (GoldBod), established by Parliament in 2025 via Act 1140, aims to formalize artisanal mining and curb smuggling through a digital licensing system, though critics warn it could inadvertently support illegal mining if oversight is weak.","ai_generated":true,"unit":"aceta-000005#insight-6","date_modified":"2026-10-23"}],"climate_tags":["energy transition","hydropower","solar energy","wind energy","bioenergy","carbon dioxide emissions","climate finance","Nationally Determined Contributions","Paris Agreement","deforestation","water pollution","biodiversity loss","green industrial policy","geothermal energy","nuclear power","reforestation","Reducing emissions from deforestation and forest degradation","Blended Finance"],"geography_discussed":["South Africa","Morocco","India","Brazil","Kenya","Nigeria","European Union","Ethiopia","United Arab Emirates"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"clipolin-000233","url":"https://climateinsightsdirectory.org/document/clipolin-000233","title":"Landscape of Climate Finance in Ethiopia","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"en","date_published":"2026-04-07","source_url":"https://www.climatepolicyinitiative.org/publication/landscape-of-climate-finance-in-ethiopia-2/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"This report by the Climate Policy Initiative analyzes the landscape of climate finance in Ethiopia from 2019 to 2023. It finds that while climate finance has increased, it remains heavily dependent on international public grants and is significantly below the levels required to meet the country's NDC 3.0 targets, particularly for mitigation and private sector investment.","ai_generated":true,"unit":"clipolin-000233#summary","date_modified":"2026-08-17"},"key_insights":[{"text":"Climate finance in Ethiopia has seen a gradual increase, averaging USD 2.3 billion annually in 2022/23 (approximately 1.7% of GDP), which is an 11% rise from the 2020/21 average of USD 2.1 billion. However, this is far below the estimated annual requirement of USD 10.6 billion under the NDC 3.0 (2025–2035), meaning finance must increase by at least fourfold.","ai_generated":true,"unit":"clipolin-000233#insight-1","date_modified":"2026-08-17"},{"text":"Ethiopia is heavily reliant on international public funding, which accounted for 93% of tracked flows in 2022/23. Public actors committed roughly USD 2.2 billion annually, with 80% provided as grants and 14% as concessional debt, primarily from donor governments and multilateral development finance institutions.","ai_generated":true,"unit":"clipolin-000233#insight-2","date_modified":"2026-08-17"},{"text":"Private climate finance is minimal, contributing only USD 113 million annually in 2022/23 (less than 5% of total flows). This low level of investment is attributed to regulatory uncertainty, shallow capital markets, currency constraints, and macroeconomic risk, with existing private flows concentrated in small-scale energy and agriculture, forestry, and other land use (AFOLU).","ai_generated":true,"unit":"clipolin-000233#insight-3","date_modified":"2026-08-17"},{"text":"Adaptation finance dominates climate flows, representing 59% of tracked finance in 2022/23 (USD 1.4 billion annually), though it remains below the estimated USD 4 billion annual need. Mitigation finance is significantly more underfunded, averaging USD 500 million annually against an estimated requirement of USD 6.6 billion under NDC 3.0, with a notable structural imbalance as the AFOLU sector receives a small share of mitigation funds despite being a large emissions source.","ai_generated":true,"unit":"clipolin-000233#insight-4","date_modified":"2026-08-17"},{"text":"Despite institutional momentum—including fuel subsidy reform, the establishment of the Ethiopian Securities Exchange, and the National Bank of Ethiopia's greening initiatives—delivery is hindered by fragmented governance, limited project preparation capacity, and constrained fiscal space, including debt servicing that consumes 13% of revenue.","ai_generated":true,"unit":"clipolin-000233#insight-5","date_modified":"2026-08-17"}],"climate_tags":["climate finance","ndc 3.0","adaptation","mitigation","afolu","private capital mobilization"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["Financial Analysis","Policy Review"]},{"id":"rmi-000531","url":"https://climateinsightsdirectory.org/document/rmi-000531","title":"Nigeria’s Year in the Driver’s Seat for Electric Vehicles","publisher":{"name":"RMI","organization":"rmi"},"document_type":"report","language":"en","date_published":"2026-04-07","source_url":"https://rmi.org/resources/nigerias-year-in-the-drivers-seat-for-electric-vehicles/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Nigeria is positioning itself as an African EV hub by leveraging high vehicle demand and private sector innovation in battery swapping and asset financing. The proposed Electric Vehicle Transition and Green Mobility Bill seeks to drive this shift by mandating 30% local content for EVs by 2030 and providing tax incentives for manufacturers and users. While companies like Spiro and MAX are scaling infrastructure and fleets, the report suggests Nigeria could adopt a more gradual transition from imports to local manufacturing, similar to Rwanda and Ethiopia, to avoid stalling adoption.","ai_generated":true,"unit":"rmi-000531#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Nigeria's transportation sector emits approximately 60 million metric tons of CO2 equivalent annually, with projections suggesting emissions could increase by 50% by 2035 and more than double by 2050 due to economic and population growth.","ai_generated":true,"unit":"rmi-000531#insight-1","date_modified":"2026-10-23"},{"text":"The Electric Vehicle Transition and Green Mobility Bill, which passed its second reading in the Senate in late 2025, aims to scale the EV sector through tax holidays, import duty waivers, and a mandate that all EVs sold in Nigeria contain 30% locally sourced components by 2030.","ai_generated":true,"unit":"rmi-000531#insight-2","date_modified":"2026-10-23"},{"text":"Electric motorcycles currently offer a lower total cost of ownership (TCO) than internal combustion engine (ICE) two-wheelers in Nigeria, and this gap is expected to widen, with EV TCO projected to be half that of ICE vehicles by 2040.","ai_generated":true,"unit":"rmi-000531#insight-3","date_modified":"2026-10-23"},{"text":"Private sector actors are deploying scalable EV models: Spiro opened a 100,000-unit capacity plant in Ogun State and plans to expand its battery-swapping network to 2,000 stations in 2026; MAX secured $24 million in equity to expand its EV fleet and infrastructure; and a $100 million financing facility was created by Lagos State, United Bank for Africa, and LagRide.","ai_generated":true,"unit":"rmi-000531#insight-4","date_modified":"2026-10-23"},{"text":"The Nigerian Ministry of Industry, Trade, and Investment (FMITI) signed a memorandum of understanding in early 2026 with South Korea’s Asian Economic Development Committee to establish an EV assembly plant in Kano with an annual capacity of 300,000 vehicles.","ai_generated":true,"unit":"rmi-000531#insight-5","date_modified":"2026-10-23"}],"climate_tags":["electric vehicle","electromobility","Transportation emission","battery recycling","industrial policy","climate finance","solar energy","electric vehicle charging network","total cost of ownership"],"geography_discussed":["Ogun State","Lagos","Kano","Rwanda","Ethiopia","South Korea"],"frame_perspective":[],"analysis_type":["policy assessment","market analysis"]},{"id":"clipolin-001173","url":"https://climateinsightsdirectory.org/document/clipolin-001173","title":"Landscape of Climate Finance in Ethiopia","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"en","date_published":"2026-04","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2026/04/Landscape-of-Climate-Finance-in-Ethiopia.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Ethiopia's climate finance averaged USD 2.3 billion annually in 2022/23, significantly below the USD 10.6 billion annual requirement of its NDC 3.0. The country is heavily dependent on international public finance, which accounted for over 93% of flows, while private investment remains minimal at less than 5%. Adaptation finance dominates the landscape, reflecting high vulnerability in the agriculture and water sectors, whereas mitigation finance is concentrated in energy and remains insufficient. Despite institutional reforms and the launch of the Ethiopian Securities Exchange, macroeconomic constraints and limited project preparation capacity hinder the mobilization of domestic and private capital.","ai_generated":true,"unit":"clipolin-001173#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Annual tracked climate finance in Ethiopia averaged USD 2.3 billion in 2022/23, which is approximately 1.7% of GDP and only 22% of the USD 10.6 billion annual need estimated under NDC 3.0 (2025–2035).","ai_generated":true,"unit":"clipolin-001173#insight-1","date_modified":"2026-10-23"},{"text":"Ethiopia is overwhelmingly dependent on international public funding, with such sources providing 93.3% of tracked climate finance in 2022/23. Public actors committed USD 2.2 billion annually, primarily through grants (80%) and concessional debt (14%).","ai_generated":true,"unit":"clipolin-001173#insight-2","date_modified":"2026-10-23"},{"text":"Private climate finance is extremely low and declined by 58% between 2020/21 and 2022/23, totaling USD 112.5 million annually. This represents less than 5% of total flows and is heavily reliant on philanthropic grants (62%).","ai_generated":true,"unit":"clipolin-001173#insight-3","date_modified":"2026-10-23"},{"text":"Adaptation finance is the primary component of Ethiopia's climate flows, accounting for 59% of tracked finance (USD 1.4 billion annually) in 2022/23. However, this remains far below the estimated annual adaptation need of USD 4 billion.","ai_generated":true,"unit":"clipolin-001173#insight-4","date_modified":"2026-10-23"},{"text":"Mitigation finance is insufficient, averaging USD 500 million annually against a requirement of USD 6.6 billion under NDC 3.0. Funding is heavily concentrated in the energy sector (62%), while the AFOLU sector—the largest source of emissions—receives only 7% of mitigation flows.","ai_generated":true,"unit":"clipolin-001173#insight-5","date_modified":"2026-10-23"},{"text":"Cross-sectoral and dual-benefit projects are prominent, with adaptation-focused cross-sectoral investments averaging USD 644 million annually. These target disaster-risk management, food security, and institutional capacity building.","ai_generated":true,"unit":"clipolin-001173#insight-6","date_modified":"2026-10-23"},{"text":"Ethiopia has implemented significant policy reforms to attract investment, including the 2025 E-Mobility Strategy and Implementation Plan, the National Carbon Market Strategy (2025-2035), and the establishment of the Ethiopian Securities Exchange.","ai_generated":true,"unit":"clipolin-001173#insight-7","date_modified":"2026-10-23"},{"text":"The transport sector is undergoing a rapid transition, marked by the 2024 ban on the import of all internal combustion engine (ICE) vehicles and tax exemptions for electric vehicles (EVs) introduced in 2022.","ai_generated":true,"unit":"clipolin-001173#insight-8","date_modified":"2026-10-23"},{"text":"Institutional and delivery constraints persist, including fragmented governance, limited project preparation capacity, and a lack of systematized climate budget tagging, which likely leads to an underestimation of domestic public spending.","ai_generated":true,"unit":"clipolin-001173#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate finance","climate change adaptation","climate change mitigation","private investment","public finance","renewable energy","electromobility","carbon emission trading","climate bond","Blended Finance"],"geography_discussed":["Africa"],"frame_perspective":[],"analysis_type":["quantitative baseline","gap analysis","policy review"]},{"id":"iisd-001820","url":"https://climateinsightsdirectory.org/document/iisd-001820","title":"Unpacking National Investment Laws","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2026-04","source_url":"https://www.iisd.org/system/files/2026-04/national-investment-laws-dispute-settlement.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report examines how national investment laws handle dispute prevention, management, and settlement (DPMS). It finds that while most laws include DPMS provisions—particularly in Africa and Asia—the use of international arbitration, especially through 'advance consent,' exposes states to significant financial risks. The authors advocate for prioritizing national courts and non-adjudicative mechanisms, providing a structured framework for states to reform their investment laws based on specific national policy problems rather than generic international standards.","ai_generated":true,"unit":"iisd-001820#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"An analysis of 167 national investment laws shows that dispute prevention, management, and settlement (DPMS) provisions are common, appearing in nearly 79% of the reviewed laws. The highest inclusion rates are found in Africa (91%) and Asia (84%).","ai_generated":true,"unit":"iisd-001820#insight-1","date_modified":"2026-10-23"},{"text":"National courts are a frequent dispute resolution option, mentioned in 57% of laws with a DPMS function. Approaches vary from requiring exclusive use of domestic courts (e.g., Armenia, El Salvador, and Kenya) to requiring the exhaustion of local remedies before seeking other options (e.g., Sierra Leone and Equatorial Guinea).","ai_generated":true,"unit":"iisd-001820#insight-2","date_modified":"2026-10-23"},{"text":"Arbitration is referenced in 69% of laws with a DPMS function, but it is never the primary method. Among these, 44% contain \"advance consent,\" which the report argues replicates the financial and regulatory risks of treaty-based investor–state dispute settlement (ISDS).","ai_generated":true,"unit":"iisd-001820#insight-3","date_modified":"2026-10-23"},{"text":"Non-adjudicative mechanisms are emerging but are less prevalent than courts or arbitration. These include party-agreed methods (42%), administrative review (39%), and amicable settlement options such as negotiation or mediation (32%).","ai_generated":true,"unit":"iisd-001820#insight-4","date_modified":"2026-10-23"},{"text":"The report strongly advises states to avoid including advance consent to international arbitration in national investment laws due to risks including lengthy proceedings, high damages awards, and regulatory chill. It suggests that if arbitration is necessary, it should be subject to case-by-case agreement rather than unilateral, open-ended consent.","ai_generated":true,"unit":"iisd-001820#insight-5","date_modified":"2026-10-23"},{"text":"Dispute prevention through domestic institutions is a growing but still minority trend, with only 13.64% of reviewed laws establishing institutions with dispute prevention and management as a core function. Examples include Cambodia's Municipal Investment Sub-Committees and the Myanmar Investment Commission.","ai_generated":true,"unit":"iisd-001820#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Africa","Asia","Europe","North America","South America","Oceania","Armenia","El Salvador","Kenya","Sierra Leone","Equatorial Guinea","United Arab Emirates","Ethiopia","Qatar","Jordan","Kyrgyzstan","Belarus","Kiribati","Zambia","Malta","Malawi","Rwanda","Yemen","The Gambia","Tanzania","Madagascar","Kazakhstan","Cambodia","Myanmar"],"frame_perspective":[],"analysis_type":["quantitative analysis","comparative legal analysis","policy framework"]},{"id":"iisd-002310","url":"https://climateinsightsdirectory.org/document/iisd-002310","title":"Analyser les lois nationales sur l’investissement : fonction de règlement des litiges","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"fr","date_published":"2026-04","source_url":"https://www.iisd.org/system/files/2026-06/unpacking-national-investment-laws-fr.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines how national investment laws handle the prevention, management, and settlement of disputes between investors and states. Based on an analysis of 167 laws, it finds that while dispute resolution is a common feature—particularly in Africa and Asia—the use of international arbitration and 'prior consent' clauses exposes states to significant financial and regulatory risks. The authors argue that states should prioritize national courts and administrative reviews over parallel arbitration systems and strongly recommend against including unilateral prior consent to international arbitration in national legislation.","ai_generated":true,"unit":"iisd-002310#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Dispute resolution provisions are common in national investment laws, appearing in nearly 79% of the 167 laws analyzed, with the highest prevalence found in Africa (91%) and Asia (84%).","ai_generated":true,"unit":"iisd-002310#insight-1","date_modified":"2026-10-23"},{"text":"National courts are explicitly mentioned in approximately 57% of investment laws that include dispute resolution functions. Approaches vary from requiring exclusive use of national courts (e.g., Armenia, El Salvador, Kenya) to requiring the exhaustion of local remedies before seeking alternatives (e.g., Sierra Leone, Equatorial Guinea).","ai_generated":true,"unit":"iisd-002310#insight-2","date_modified":"2026-10-23"},{"text":"Arbitration is referenced in 69% of laws with dispute resolution functions, but it is never the primary method. Distribution varies by region: 46.51% of African laws mention only international arbitration, while Asia and Europe frequently use a mix of national and international arbitration.","ai_generated":true,"unit":"iisd-002310#insight-3","date_modified":"2026-10-23"},{"text":"Approximately 44% of laws referencing arbitration contain 'prior consent' clauses. This practice is linked to high financial and regulatory risks, including an average legal cost of 5 million USD for states and an average award of 256 million USD between 2014 and 2023.","ai_generated":true,"unit":"iisd-002310#insight-4","date_modified":"2026-10-23"},{"text":"Non-jurisdictional mechanisms are less common: 42% of laws allow methods agreed upon by parties, 39% provide for administrative review, and 32% mention amicable settlement (negotiation or mediation).","ai_generated":true,"unit":"iisd-002310#insight-5","date_modified":"2026-10-23"},{"text":"Only 13.64% of the analyzed investment laws establish national institutions specifically for the prevention and management of disputes, with Africa having the highest number of such institutions (10).","ai_generated":true,"unit":"iisd-002310#insight-6","date_modified":"2026-10-23"},{"text":"The report strongly advises states to avoid including unilateral prior consent to international arbitration in national laws, suggesting instead that arbitration be recognized as an option requiring case-by-case or contractual agreements.","ai_generated":true,"unit":"iisd-002310#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate finance"],"geography_discussed":["Africa","Asia","Europe","North America","South America","Oceania","Armenia","El Salvador","Kenya","Sierra Leone","Equatorial Guinea","United Arab Emirates","Ethiopia","Qatar","Jordan","Kyrgyzstan","Belarus","Kiribati","Zambia","Malta","Malawi","Rwanda","Yemen","The Gambia","Tanzania","Madagascar","Kazakhstan","Cambodia","Myanmar"],"frame_perspective":[],"analysis_type":["comparative analysis","policy framework","quantitative study"]},{"id":"pari-000227","url":"https://climateinsightsdirectory.org/document/pari-000227","title":"CLIMATE ADAPTATION, JUSTICE AND EQUITY: CONCEPTUALISING A ‘JUST ADAPTATION’ IN SOUTH AFRICA","publisher":{"name":"Public Affairs Research Institute","organization":"public-affairs-research-institute"},"document_type":"report","language":"en","date_published":"2026-04","source_url":"https://pari.org.za/wp-content/uploads/2026/07/20260713_JustAdaptation_Report_TracyLedger-.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report critiques South Africa's National Climate Change Adaptation Strategy (NCCAS) 2020 and its 2025 Nationally Determined Contributions (NDCs) for failing to address the root causes of current vulnerability, such as poverty and inequality. It argues that focusing solely on system resilience—such as 'climate smart agriculture'—without reducing existing vulnerabilities like food insecurity leads to 'maladaptation' and risks a 'downward spiral of undevelopment.' The author proposes shifting from 'incremental adaptation' (technical adjustments) to 'transformative adaptation' (system transitions), incorporating a distributive justice framework similar to that used in energy transitions to ensure that the structural causes of vulnerability are dismantled.","ai_generated":true,"unit":"pari-000227#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"South Africa is highly susceptible to a 'climate tipping point' where repeated climate shocks deepen poverty and reduce the efficacy of adaptation, potentially leading to a 'downward spiral of undevelopment.'","ai_generated":true,"unit":"pari-000227#insight-1","date_modified":"2026-10-23"},{"text":"Current South African adaptation policies, specifically the NCCAS 2020 and 2025 NDCs, disproportionately focus on disaster management and system resilience while neglecting the reduction of existing vulnerabilities.","ai_generated":true,"unit":"pari-000227#insight-2","date_modified":"2026-10-23"},{"text":"The report identifies a critical policy failure in the food sector: strategies focus on supply-side resilience (e.g., supporting small-scale farmers) despite the fact that the primary driver of food insecurity in South Africa is the retail price of food relative to household income.","ai_generated":true,"unit":"pari-000227#insight-3","date_modified":"2026-10-23"},{"text":"The author argues that 'system resilience' is not the same as reducing 'individual vulnerability,' and that increasing the resilience of a system can actually deepen inequality if the costs of those investments lead to higher prices for the poor.","ai_generated":true,"unit":"pari-000227#insight-4","date_modified":"2026-10-23"},{"text":"The report proposes a 'just adaptation' framework that adopts the 'distributive justice' concepts from energy transition literature, which addresses both the reduction of existing inequalities and the prevention of future ones.","ai_generated":true,"unit":"pari-000227#insight-5","date_modified":"2026-10-23"},{"text":"South Africa's current approach is characterized as 'incremental adaptation'—focused on technical and managerial fixes—which the author argues should be replaced by 'transformative adaptation' that fundamentally reimagines system operations.","ai_generated":true,"unit":"pari-000227#insight-6","date_modified":"2026-10-23"},{"text":"Global climate finance is heavily skewed toward mitigation over adaptation; in 2023, USD 1.78 trillion was allocated to mitigation compared to USD 65 billion for adaptation.","ai_generated":true,"unit":"pari-000227#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate justice","maladaptation","climate change vulnerability","energy transition","food security","water security","climate finance"],"geography_discussed":["Brazil","Mali","Ethiopia"],"frame_perspective":[],"analysis_type":["policy analysis","conceptual framework"]},{"id":"saiia-001987","url":"https://climateinsightsdirectory.org/document/saiia-001987","title":"Reporting Unsupported? Exploring the Effects of USAID Cuts on Media Work in Africa","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"report","language":"en","date_published":"2026-04","source_url":"https://saiia.org.za/wp-content/uploads/2026/04/SAIIA_PI_173_ReportingUnsupported.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that the abrupt closure of USAID in 2025 has had catastrophic short-term effects on funding-dependent newsrooms in Africa, leading to mass layoffs and a decline in investigative capacity. It highlights the role of Internews as a primary implementer of these projects and warns that the loss of funding increases the risk of 'media capture' by political actors, the 'juniorisation' of newsrooms as senior staff leave, and a shift toward commercial rather than public service reporting. The author concludes that the resulting vacuum in public accountability work may accelerate democratic backsliding in fragile states.","ai_generated":true,"unit":"saiia-001987#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The closure of USAID in 2025, driven by the Department of Governmental Efficiency's 'America First' agenda, has caused immediate financial catastrophe for newsrooms dependent on its funding, leading to drastic staff reductions and the suspension of programs.","ai_generated":true,"unit":"saiia-001987#insight-1","date_modified":"2026-10-23"},{"text":"Internews served as a central implementer for USAID media projects in Africa; its US office was slated to receive over $33 million in funding for the 2025 financial year for projects in countries including Liberia, Uganda, and South Sudan.","ai_generated":true,"unit":"saiia-001987#insight-2","date_modified":"2026-10-23"},{"text":"Newsrooms are experiencing 'juniorisation' and deprofessionalisation, as senior journalists migrate to public relations or humanitarian communications, leaving behind junior staff who often work for minimal pay or as volunteers.","ai_generated":true,"unit":"saiia-001987#insight-3","date_modified":"2026-10-23"},{"text":"The loss of USAID funding creates a risk of 'media capture,' where financially desperate newsrooms may be forced to accept sponsorship from political organisations or parties that could compromise their editorial independence.","ai_generated":true,"unit":"saiia-001987#insight-4","date_modified":"2026-10-23"},{"text":"The withdrawal of funding threatens the broader journalistic ecosystem, including the loss of support for journalistic unions, media-government communication projects, and the 'archipelago of international space' provided by humanitarian organisations that allows reporters to work safely in conflict zones.","ai_generated":true,"unit":"saiia-001987#insight-5","date_modified":"2026-10-23"},{"text":"The decline of institutional journalism may cede power over public discourse to social media platforms, which is particularly concerning given that companies like Meta have removed their fact-checking teams in African countries.","ai_generated":true,"unit":"saiia-001987#insight-6","date_modified":"2026-10-23"}],"climate_tags":["civil society","climate change disinformation"],"geography_discussed":["South Sudan","Liberia","Uganda","Senegal","Ethiopia","Rwanda","South Africa","Egypt","Kenya","Burundi","Ukraine"],"frame_perspective":[],"analysis_type":["impact assessment","policy analysis"]},{"id":"wri-001672","url":"https://climateinsightsdirectory.org/document/wri-001672","title":"Adapting to climate-related health risks: The economic case for climate services for health","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"research paper","language":"en","date_published":"2026-04","source_url":"https://files.wri.org/d8/s3fs-public/2026-03/adapting-to-climate-related-health-risks.pdf?VersionId=VRb_aut2.04JzzV56lIvzUeMWhYBO0B3&_gl=1*1rsz9z*_gcl_au*MTA5MDc1MDY1OS4xNzc2ODY4MzMy","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that investing in climate services for health (CSfH) provides high economic returns, ranging from US$3.60 to $68.40 per dollar invested, due to the modest cost of implementation relative to the high value of lives saved. It defines CSfH through seven key activities—including early warning systems, disease surveillance, and resilient infrastructure—and estimates that a median-sized developing country requires an annual investment of US$12 to $18 million. Despite these returns, the study finds significant barriers to uptake, including a lack of integrated meteorological data in health surveillance systems and poor cross-agency collaboration between meteorological and health institutions.","ai_generated":true,"unit":"wri-001672#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Investing in climate services for health (CSfH) yields high economic returns, with benefit-cost ratios (BCRs) estimated between 3.6 and 68.4. Even in a worst-case scenario—characterized by the lowest intervention effectiveness, highest cost, and lowest climate impact—the return is estimated at $3.60 for every dollar spent.","ai_generated":true,"unit":"wri-001672#insight-1","date_modified":"2026-10-23"},{"text":"The annual investment needed for CSfH in a median-sized developing country (defined as having a population of 25 million) is estimated to be between US$12 million and US$18 million. The upper bound of $17.86 million assumes the implementation of all seven identified CSfH activities.","ai_generated":true,"unit":"wri-001672#insight-2","date_modified":"2026-10-23"},{"text":"CSfH consists of seven core activities divided into data production and data application. Production activities include hydrometeorological data generation, integrated early warning systems (EWS), and integrated disease surveillance systems. Application activities include climate-sensitive health planning, emergency preparedness and response training, community behavior change and awareness campaigns, and resilient health facilities and infrastructure.","ai_generated":true,"unit":"wri-001672#insight-3","date_modified":"2026-10-23"},{"text":"There is a significant gap between the availability of climate services and their integration into health systems. While 81% of World Meteorological Organization (WMO) Member States provide climate services, only 23% of surveyed health ministries have national health surveillance systems that incorporate meteorological information.","ai_generated":true,"unit":"wri-001672#insight-4","date_modified":"2026-10-23"},{"text":"Among the seven CSfH activities, building resilient health facilities and infrastructure is the most expensive, with an average annual upper-bound cost of US$5.94 million. Conversely, community behavior change and awareness campaigns require the least investment at US$1.39 million per year.","ai_generated":true,"unit":"wri-001672#insight-5","date_modified":"2026-10-23"},{"text":"Implementation of CSfH is hindered by institutional barriers, specifically the lack of collaboration between national meteorological and hydrological agencies (NMHAs) and health agencies, as these entities rarely work together and lack the cross-disciplinary training required for health sector modeling or climate forecasting.","ai_generated":true,"unit":"wri-001672#insight-6","date_modified":"2026-10-23"},{"text":"Climate change is projected to cause significant health burdens in low- and middle-income countries between 2026 and 2050, including 4.1–5.2 billion morbidity cases and 14.5–15.6 million deaths under intermediate and high warming scenarios.","ai_generated":true,"unit":"wri-001672#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","public health","climate finance","early warning system","malaria"],"geography_discussed":["Brazil","Kenya","Belize","Colombia","Argentina","India","Bangladesh","Ethiopia","Vietnam","Mexico","Nigeria","Europe","Africa","South Asia","Latin America"],"frame_perspective":[],"analysis_type":["cost-benefit analysis","literature review"]}]}