{"query_echo":{"q":"","filters":{"geography":["Africa"]},"warnings":[]},"total":{"value":3818,"relation":"eq"},"page":4,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Africa&page=4","next":"https://climateinsightsdirectory.org/api/v1/search?geography=Africa&page=5","stability":"beta","ai_marking":{"digital_source_type":{"uri":"http://cv.iptc.org/newscodes/digitalsourcetype/trainedAlgorithmicMedia","name":"Created using Generative AI"},"notice":"Summary and key insights are generated using artificial intelligence."},"results":[{"id":"issafri-000013","url":"https://climateinsightsdirectory.org/document/issafri-000013","title":"DR Congo","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-05-31","source_url":"https://futures.issafrica.org/geographic/countries/dr-congo/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the Democratic Republic of the Congo's current development path and simulates eight sectoral scenarios to identify pathways toward inclusive growth by 2043. It highlights the country's extreme poverty and dependence on commodity exports, while projecting that a combined policy push across manufacturing, governance, and agriculture could significantly increase GDP and reduce poverty.","ai_generated":true,"unit":"issafri-000013#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"DR Congo is characterized by extreme poverty and high population growth; in 2022, approximately 72.3% of the population (71.8 million people) lived on less than US$2.15 a day, and the country had an annual population increase of 3.2%.","ai_generated":true,"unit":"issafri-000013#insight-1","date_modified":"2026-10-23"},{"text":"The economy is heavily reliant on commodity exports, specifically minerals and hydrocarbons, making it vulnerable to global price shocks. The hydrocarbon sector has averaged around 42% of GDP over the last 15 years.","ai_generated":true,"unit":"issafri-000013#insight-2","date_modified":"2026-10-23"},{"text":"DR Congo possesses immense untapped agricultural potential with 80 million hectares of arable land, yet only 10% is currently cultivated, leaving the country as a net food importer.","ai_generated":true,"unit":"issafri-000013#insight-3","date_modified":"2026-10-23"},{"text":"Energy access is critically low and unevenly distributed, with only 21.2% of the population having electricity access in 2022, and rural access at only 1%.","ai_generated":true,"unit":"issafri-000013#insight-4","date_modified":"2026-10-23"},{"text":"Governance is a major constraint to development, with the country's governance effectiveness index being 28.5% below the average for low-income African countries in 2022, exacerbated by endemic corruption in the extractive sector.","ai_generated":true,"unit":"issafri-000013#insight-5","date_modified":"2026-10-23"},{"text":"The informal sector is a significant economic feature and constraint, accounting for approximately 41.8% of GDP in 2022 and 88.6% of total employment.","ai_generated":true,"unit":"issafri-000013#insight-6","date_modified":"2026-10-23"},{"text":"Under a 'Combined scenario' involving all eight sectoral interventions, DR Congo's GDP could grow to US$449.8 billion by 2043, compared to US$259.8 billion on the 'Current Path' forecast.","ai_generated":true,"unit":"issafri-000013#insight-7","date_modified":"2026-10-23"},{"text":"The Manufacturing scenario is projected to have the most significant positive impact on GDP per capita and the reduction of extreme poverty by 2043.","ai_generated":true,"unit":"issafri-000013#insight-8","date_modified":"2026-10-23"},{"text":"Implementation of the African Continental Free Trade Area (AfCFTA) could shift DR Congo from a structural trade deficit to a trade surplus between 2029 and 2035, driven by the materials sector.","ai_generated":true,"unit":"issafri-000013#insight-9","date_modified":"2026-10-23"},{"text":"The report identifies a massive hydroelectric potential of 100 GW (13% of the world's total), but only a small fraction is exploited due to inefficiency and lack of maintenance at the Inga I and II dams.","ai_generated":true,"unit":"issafri-000013#insight-10","date_modified":"2026-10-23"}],"climate_tags":["hydroelectricity","solar energy","wind power","energy transition","carbon dioxide emissions","deforestation","biomass","mining","agriculture","governance","infrastructure","industrial manufacturing"],"geography_discussed":["Africa","Kinshasa","Brazil"],"frame_perspective":[],"analysis_type":["socio-economic analysis","scenario simulation","development forecasting"]},{"id":"issafri-000023","url":"https://climateinsightsdirectory.org/document/issafri-000023","title":"Gambia Development Futures","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-05-31","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=GM&topic=current-path","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report projects that The Gambia's population will grow to 4.4 million by 2043, with urbanisation reaching 72.1%. While GDP per capita is expected to rise to US$4,950 on the Current Path, the report highlights significant vulnerabilities in food security and a high youth unemployment rate of approximately 35%. Sectoral scenarios suggest that trade liberalisation via AfCFTA and agricultural improvements offer the highest potential for economic growth, while the Combined Agenda 2063 scenario could nearly double the economy to US$18.5 billion, albeit at the cost of increased carbon emissions reaching 1.7 million tons.","ai_generated":true,"unit":"issafri-000023#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"On the Current Path, The Gambia's population is projected to grow from 2.4 million in 2019 to 4.4 million by 2043, with urbanisation increasing to 72.1% of the population.","ai_generated":true,"unit":"issafri-000023#insight-1","date_modified":"2026-10-23"},{"text":"The Gambian economy is characterised by a significant youth bulge, with 50.3% of the adult population aged 15-29 in 2019, contributing to a youth unemployment rate of around 35%.","ai_generated":true,"unit":"issafri-000023#insight-2","date_modified":"2026-10-23"},{"text":"The Current Path forecast predicts GDP will reach US$10 billion and GDP per capita will rise to US$4,950 by 2043, with the service sector contributing 66.4% of GDP.","ai_generated":true,"unit":"issafri-000023#insight-3","date_modified":"2026-10-23"},{"text":"The Gambia faces growing food security concerns; by 2043, agricultural demand is projected to outstrip domestic production by 1.8 million metric tons on the Current Path.","ai_generated":true,"unit":"issafri-000023#insight-4","date_modified":"2026-10-23"},{"text":"Energy production is currently dominated by gas (87.5% in 2019), but this is expected to decline to 52% by 2043, while other renewables (solar and wind) are projected to constitute 40% of total energy production.","ai_generated":true,"unit":"issafri-000023#insight-5","date_modified":"2026-10-23"},{"text":"Carbon emissions are projected to increase from 220,000 tons in 2019 to 1 million tons by 2043 on the Current Path, with the Free Trade scenario causing the highest increase at 1.38 million tons.","ai_generated":true,"unit":"issafri-000023#insight-6","date_modified":"2026-10-23"},{"text":"The Combined Agenda 2063 scenario, integrating 11 sectoral improvements, could increase GDP to US$18.5 billion and raise GDP per capita to US$7,823 by 2043.","ai_generated":true,"unit":"issafri-000023#insight-7","date_modified":"2026-10-23"},{"text":"Under the Combined Agenda 2063 scenario, extreme poverty (below US$1.90/day) would be significantly reduced to just 6,000 people, or 0.15% of the population, by 2043.","ai_generated":true,"unit":"issafri-000023#insight-8","date_modified":"2026-10-23"}],"climate_tags":["carbon dioxide emissions","renewable energy","solar energy","wind energy","agroforestry","food security","climate change"],"geography_discussed":["Senegal","Africa"],"frame_perspective":[],"analysis_type":["forecasting","scenario analysis","economic modelling"]},{"id":"issafri-000052","url":"https://climateinsightsdirectory.org/document/issafri-000052","title":"Equatorial Guinea Development Futures","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-05-31","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=GQ","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes Equatorial Guinea's development prospects to 2043, highlighting a stark divide between its upper middle-income status driven by oil and pervasive extreme poverty. It evaluates how targeted improvements in manufacturing, trade, and infrastructure could significantly boost GDP per capita and reduce poverty, while noting that the country will transition to being a net carbon contributor by 2027.","ai_generated":true,"unit":"issafri-000052#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Equatorial Guinea is classified as an upper middle-income country due to oil wealth, but this has not translated into broad development; extreme poverty remains widespread, with 97.8% of the population living below US$5.50 per person per day in 2019.","ai_generated":true,"unit":"issafri-000052#insight-1","date_modified":"2026-10-23"},{"text":"The country's economy is heavily dependent on oil and gas, making it vulnerable to commodity shocks. While oil production is forecast to decline from 66 million barrels in 2019 to 16 million barrels in 2043 as reserves deplete, gas production is expected to increase to 23 million barrels by 2043 and overtake oil production in 2042.","ai_generated":true,"unit":"issafri-000052#insight-2","date_modified":"2026-10-23"},{"text":"Equatorial Guinea is currently a net carbon absorber due to its large forest area, but it is projected to become a net carbon contributor starting in 2027.","ai_generated":true,"unit":"issafri-000052#insight-3","date_modified":"2026-10-23"},{"text":"The 'Combined Agenda 2063' scenario, which integrates 11 sectoral improvements, would result in a GDP per capita in 2043 that is nearly 64% higher than the Current Path forecast, reaching US$49,924.","ai_generated":true,"unit":"issafri-000052#insight-4","date_modified":"2026-10-23"},{"text":"Manufacturing, the implementation of the African Continental Free Trade Area (AfCFTA), and infrastructure development are identified as the most potent drivers for improving economic and human development in the country.","ai_generated":true,"unit":"issafri-000052#insight-5","date_modified":"2026-10-23"},{"text":"The country faces significant health challenges; life expectancy in 2019 was 63.8 years, which is the lowest globally among upper middle-income countries except for South Africa. Infant mortality was 51.8 deaths per 1,000 live births in 2019.","ai_generated":true,"unit":"issafri-000052#insight-6","date_modified":"2026-10-23"},{"text":"Equatorial Guinea is one of the most urbanized countries in Africa, with 75.5% of the population urban in 2019, and is forecast to reach 88.7% by 2043, becoming the second most urban country in Africa.","ai_generated":true,"unit":"issafri-000052#insight-7","date_modified":"2026-10-23"},{"text":"The country's governance is characterized by an autocratic system with poor effectiveness; in 2019, it ranked 49th out of 54 African countries on the World Bank Government Effectiveness index.","ai_generated":true,"unit":"issafri-000052#insight-8","date_modified":"2026-10-23"}],"climate_tags":["carbon dioxide emissions","agriculture","food security"],"geography_discussed":["Africa","South Africa","Gabon","Mauritius","Libya","Seychelles","Eritrea","Botswana","Mozambique","South Sudan"],"frame_perspective":[],"analysis_type":["forecasting","scenario analysis"]},{"id":"issafri-000064","url":"https://climateinsightsdirectory.org/document/issafri-000064","title":"Liberia Development Futures","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-05-31","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=LR&topic=current-path","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report projects that Liberia's population will grow to 8.2 million by 2043, with GDP more than tripling to US$10.8 billion under the Current Path. While extreme poverty is expected to decline from 62.9% in 2019 to 31.9% by 2043, the absolute number of poor people will increase due to population growth. The analysis highlights that agricultural improvements, financial flows, and free trade offer the highest potential for GDP per capita growth, while the Combined Agenda 2063 scenario could potentially lift an additional 2.2 million people out of poverty and double the economy's size to US$21.6 billion, albeit at the cost of higher carbon emissions.","ai_generated":true,"unit":"issafri-000064#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Under the Current Path forecast, Liberia's population is projected to increase from 4.9 million in 2019 to 8.2 million by 2043, an increase of approximately 67.3%.","ai_generated":true,"unit":"issafri-000064#insight-1","date_modified":"2026-10-23"},{"text":"Liberia's GDP is expected to more than triple from 2019, reaching US$10.8 billion by 2043 in the Current Path scenario.","ai_generated":true,"unit":"issafri-000064#insight-2","date_modified":"2026-10-23"},{"text":"Extreme poverty (living on less than US$1.90 per day) is projected to fall from 62.9% of the population in 2019 to 31.9% by 2043, though the absolute number of poor people will rise from 3.1 million to 2.6 million (note: the document states 2.6 million is 700,000 more than 2019 levels, implying a peak of 4.8 million in 2029).","ai_generated":true,"unit":"issafri-000064#insight-3","date_modified":"2026-10-23"},{"text":"Carbon emissions are forecast to rise from 330,000 tons in 2019 to 1.5 million tons by 2043 under the Current Path, with the Agriculture scenario causing the highest increase to 1.62 million tons.","ai_generated":true,"unit":"issafri-000064#insight-4","date_modified":"2026-10-23"},{"text":"The Agriculture scenario provides the most significant potential for economic gain, contributing an additional US$346.60 to GDP per capita by 2043 and potentially lifting 900,000 additional people out of extreme poverty.","ai_generated":true,"unit":"issafri-000064#insight-5","date_modified":"2026-10-23"},{"text":"Electricity access is projected to improve from 20.9% in 2019 to 63.6% by 2043 in the Infrastructure scenario, significantly reducing the rural-urban gap by increasing rural access to 49.5% compared to 25.7% in the Current Path.","ai_generated":true,"unit":"issafri-000064#insight-6","date_modified":"2026-10-23"},{"text":"The Combined Agenda 2063 scenario, integrating 11 sectoral interventions, could increase GDP per capita to US$4,358 by 2043 and reduce the number of people in extreme poverty to 368,000 (4.9% of the population).","ai_generated":true,"unit":"issafri-000064#insight-7","date_modified":"2026-10-23"},{"text":"In the Combined Agenda 2063 scenario, the total GDP is projected to reach US$21.6 billion by 2043, more than doubling the Current Path estimate of US$10.8 billion.","ai_generated":true,"unit":"issafri-000064#insight-8","date_modified":"2026-10-23"}],"climate_tags":["carbon dioxide emissions","renewable energy","hydroelectricity","agriculture","food security","climate change","energy transition"],"geography_discussed":["Africa","Monrovia","Sierra Leone","Guinea","Ivory Coast"],"frame_perspective":[],"analysis_type":["forecasting","scenario analysis","economic modeling"]},{"id":"issafri-000080","url":"https://climateinsightsdirectory.org/document/issafri-000080","title":"Eritrea Development Futures","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-05-31","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=ER&topic=sectoral-scenarios","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report projects that Eritrea's economy will grow from US$2.4 billion in 2019 to US$10.1 billion by 2043 under a Current Path scenario, with extreme poverty falling to 13%. It evaluates 11 sectoral interventions—including stability, agriculture, and leapfrogging—finding that trade liberalization and digital/energy infrastructure have the highest potential to increase GDP per capita. A combined Agenda 2063 scenario suggests GDP could reach US$20.4 billion by 2043, though this would increase carbon emissions to 1.5 million tons.","ai_generated":true,"unit":"issafri-000080#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Under the Current Path forecast, Eritrea's economy is projected to grow from US$2.4 billion in 2019 to US$10.1 billion by 2043, with GDP per capita reaching US$3,728.","ai_generated":true,"unit":"issafri-000080#insight-1","date_modified":"2026-10-23"},{"text":"Extreme poverty (at the US$1.90 threshold) is forecast to decline from 38.9% (1.36 million people) in 2019 to 13% (680,000 people) by 2043 on the Current Path.","ai_generated":true,"unit":"issafri-000080#insight-2","date_modified":"2026-10-23"},{"text":"Carbon emissions are expected to rise from 200,000 tons in 2019 to 1 million tons by 2043 on the Current Path, though the report notes this is from a very low base.","ai_generated":true,"unit":"issafri-000080#insight-3","date_modified":"2026-10-23"},{"text":"The 'Leapfrogging' scenario, focusing on renewable energy and ICT, would increase electricity access to 92.1% of the population by 2043, compared to the Current Path's 77.1%.","ai_generated":true,"unit":"issafri-000080#insight-4","date_modified":"2026-10-23"},{"text":"The 'Free Trade' scenario, based on the full implementation of the AfCFTA, is identified as having the most significant positive impact on GDP per capita by 2043, reaching US$4,175.","ai_generated":true,"unit":"issafri-000080#insight-5","date_modified":"2026-10-23"},{"text":"Agricultural productivity is a critical vulnerability; on the Current Path, agricultural demand is forecast to exceed production by 1.4 million metric tons by 2043.","ai_generated":true,"unit":"issafri-000080#insight-6","date_modified":"2026-10-23"},{"text":"The 'Combined Agenda 2063' scenario, integrating all 11 sectoral improvements, could increase GDP to US$20.4 billion and reduce extreme poverty to 2.8% by 2043.","ai_generated":true,"unit":"issafri-000080#insight-7","date_modified":"2026-10-23"},{"text":"The Combined Agenda 2063 scenario would lead to higher environmental degradation, with carbon emissions reaching 1.5 million tons by 2043.","ai_generated":true,"unit":"issafri-000080#insight-8","date_modified":"2026-10-23"}],"climate_tags":["carbon dioxide emissions","renewable energy","climate change","energy transition","agriculture"],"geography_discussed":["Africa","Ethiopia","Djibouti","Sudan","Saudi Arabia","Yemen"],"frame_perspective":[],"analysis_type":["forecasting","scenario analysis"]},{"id":"issafri-000086","url":"https://climateinsightsdirectory.org/document/issafri-000086","title":"Equatorial Guinea Development Futures: Current Path","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-05-31","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=GQ&topic=current-path","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report forecasts Equatorial Guinea's development through 2043, highlighting a stark contrast between high GDP per capita driven by oil and extreme poverty. It predicts rapid urbanization, a shift from oil to gas production, and a widening gap in agricultural self-sufficiency.","ai_generated":true,"unit":"issafri-000086#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Equatorial Guinea is experiencing rapid urbanization; its urban population was 75.5% in 2019 and is forecast to reach 88.7% (2.183 million people) by 2043, making it the second most urban country in Africa.","ai_generated":true,"unit":"issafri-000086#insight-1","date_modified":"2026-10-23"},{"text":"Despite being classified as an upper middle-income country with a GDP per capita that is forecast to increase from US$20,942 in 2019 to US$30,522 in 2043, wealth is distributed extremely unevenly. In 2019, 83.2% of the population lived below US$1.90 per day and 97.8% lived below US$5.50 per day.","ai_generated":true,"unit":"issafri-000086#insight-2","date_modified":"2026-10-23"},{"text":"The economy is heavily dependent on oil, making it vulnerable to commodity shocks. While oil production is forecast to drop from 66 million barrels in 2019 to 16 million barrels in 2043 as reserves deplete, gas production is expected to increase from 4 million barrels (oil equivalent) in 2019 to 23 million barrels in 2043, overtaking oil production in 2042.","ai_generated":true,"unit":"issafri-000086#insight-3","date_modified":"2026-10-23"},{"text":"Agricultural production is failing to meet domestic demand. In 2019, crop production was 0.82 million metric tons against a demand of 0.94 million metric tons; by 2043, this gap is forecast to widen to a deficit of 1.1 million metric tons (1.23 million produced vs 12.32 million demanded).","ai_generated":true,"unit":"issafri-000086#insight-4","date_modified":"2026-10-23"},{"text":"Equatorial Guinea currently absorbs more carbon than it releases due to its large forest areas, but it is forecast to become a small net contributor of carbon to the atmosphere starting in 2027.","ai_generated":true,"unit":"issafri-000086#insight-5","date_modified":"2026-10-23"}],"climate_tags":["natural gas","carbon dioxide emissions","carbon sequestration","agriculture","economic diversity","urbanization"],"geography_discussed":["Africa","Gabon","Mauritius","Libya","Algeria","Seychelles","Botswana","Mozambique","South Africa","Madagascar"],"frame_perspective":[],"analysis_type":["forecasting","economic analysis","demographic analysis"]},{"id":"issafri-000087","url":"https://climateinsightsdirectory.org/document/issafri-000087","title":"Madagascar: Conclusion and Recommendations","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-05-31","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=MG&topic=05-conclusion","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that Madagascar's current economic growth prospects are insufficient for inclusive development due to structural constraints. It recommends strengthening democratic institutions, improving macroeconomic governance through reduced tax exemptions, and investing in agriculture and human capital. To ensure long-term sustainability, the document suggests diversifying into eco-tourism, leveraging the African Continental Free Trade Agreement (AfCFTA), and scaling up renewable energy investments, specifically solar and hydro, to reduce fossil fuel dependence.","ai_generated":true,"unit":"issafri-000087#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Madagascar's current economic growth prospects are sound but insufficient to achieve inclusive growth and sustainable development or significant poverty reduction due to structural constraints and vulnerabilities.","ai_generated":true,"unit":"issafri-000087#insight-1","date_modified":"2026-10-23"},{"text":"Improving governance and political stability requires strengthening democratic institutions via independent electoral bodies, implementing anti-corruption measures, and rebuilding investor confidence to attract foreign direct investment.","ai_generated":true,"unit":"issafri-000087#insight-2","date_modified":"2026-10-23"},{"text":"Macroeconomic governance should be improved by reducing tax exemptions, strengthening customs and tax administration, and managing inflation, particularly regarding food prices.","ai_generated":true,"unit":"issafri-000087#insight-3","date_modified":"2026-10-23"},{"text":"Long-term transformation depends on investing in human capital, including increasing health and education expenditure, expanding rural infrastructure, and promoting a demographic dividend through family planning to meet 2030 Sustainable Development Goal targets for infant and under-five mortality.","ai_generated":true,"unit":"issafri-000087#insight-4","date_modified":"2026-10-23"},{"text":"Economic growth and resilience can be driven by diversifying into sustainable sectors like eco-tourism, utilizing the African Continental Free Trade Agreement (AfCFTA), and scaling up renewable energy projects, specifically solar and hydro, to lower fossil fuel dependence.","ai_generated":true,"unit":"issafri-000087#insight-5","date_modified":"2026-10-23"}],"climate_tags":["governance","poverty reduction","agriculture","extractive industry","food security","ecotourism","low-carbon economy","renewable energy","solar energy","hydroelectricity","energy independence"],"geography_discussed":["Africa"],"frame_perspective":[],"analysis_type":["policy recommendations","forecasting"]},{"id":"issafri-000112","url":"https://climateinsightsdirectory.org/document/issafri-000112","title":"Mauritius Development Futures","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-05-31","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=MU","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report projects that Mauritius will see steady GDP per capita growth and eliminate extreme poverty at the US$5.50 line by 2036 under its current path. While the country is a low emitter, carbon emissions are expected to rise from 1.3 million tons in 2019 to 1.8 million tons by 2043. The 'Combined scenario'—integrating improvements in trade, manufacturing, and finance—could increase GDP per capita by 18.5% by 2043, though it would also result in an additional 0.3 million tons of carbon emissions compared to the baseline.","ai_generated":true,"unit":"issafri-000112#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Under the Current Path forecast, Mauritius is expected to eliminate extreme poverty, measured at the US$5.50 poverty line, by 2036.","ai_generated":true,"unit":"issafri-000112#insight-1","date_modified":"2026-10-23"},{"text":"Carbon emissions in Mauritius are projected to increase from 1.3 million tons in 2019 to 1.8 million tons by 2043 under the Current Path forecast.","ai_generated":true,"unit":"issafri-000112#insight-2","date_modified":"2026-10-23"},{"text":"The Free Trade scenario, based on the full implementation of the African Continental Free Trade Area (AfCFTA) by 2034, is the sectoral scenario with the highest potential to increase GDP per capita, adding US$1,010 by 2043 compared to the Current Path.","ai_generated":true,"unit":"issafri-000112#insight-3","date_modified":"2026-10-23"},{"text":"The Combined scenario, which integrates 11 different sectoral improvements, is projected to increase GDP per capita by 18.5% (US$5,380) by 2043 relative to the Current Path.","ai_generated":true,"unit":"issafri-000112#insight-4","date_modified":"2026-10-23"},{"text":"The Combined scenario would lead to an increase in carbon emissions of 0.3 million tons by 2043 compared to the Current Path forecast.","ai_generated":true,"unit":"issafri-000112#insight-5","date_modified":"2026-10-23"},{"text":"Mauritius faces a demographic shift where the proportion of the population aged 65 and above is expected to increase by 10 percentage points by 2043 due to a low total fertility rate of 1.4 births per woman in 2019.","ai_generated":true,"unit":"issafri-000112#insight-6","date_modified":"2026-10-23"},{"text":"The energy sector is characterized by a near total dependence on imports, which accounted for 97% of demand in 2019, with local production relying on hydro and other renewables, primarily bagasse.","ai_generated":true,"unit":"issafri-000112#insight-7","date_modified":"2026-10-23"},{"text":"The Leapfrogging scenario projects that fixed broadband subscriptions will reach the saturation point of 50 per 100 people by 2027, which is eight years earlier than the Current Path forecast.","ai_generated":true,"unit":"issafri-000112#insight-8","date_modified":"2026-10-23"},{"text":"The Manufacturing/Transfers scenario is projected to add US$270 million more to the economy by 2043 compared to the Current Path, while also increasing welfare transfers to unskilled workers to US$0.35 billion by 2043.","ai_generated":true,"unit":"issafri-000112#insight-9","date_modified":"2026-10-23"}],"climate_tags":["carbon dioxide emissions","renewable energy","hydropower","bioenergy","climate change vulnerability","Sustainable Development Goals"],"geography_discussed":["Africa","Madagascar","Port Louis"],"frame_perspective":[],"analysis_type":["forecasting","scenario analysis","economic modeling"]},{"id":"issafri-000141","url":"https://climateinsightsdirectory.org/document/issafri-000141","title":"Gabon: Conclusion","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-05-31","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=GA&topic=05-conclusion","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines a strategic framework for Gabon to leverage its upper-middle-income status through a return to constitutional rule by April 12, 2025, and a shift away from oil dependency. Key recommendations include strengthening democratic institutions, diversifying the economy into sustainable forestry, mining, and agriculture, and investing in health and education to achieve specific 2030 Sustainable Development Goal targets for child mortality.","ai_generated":true,"unit":"issafri-000141#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Gabon is at a critical juncture where it must address longstanding issues regarding the management of oil wealth, income levels, and social capital to achieve shared prosperity. A return to constitutional rule via democratic elections is scheduled for April 12, 2025, which is viewed as the foundation for evidence-based policy-making.","ai_generated":true,"unit":"issafri-000141#insight-1","date_modified":"2026-10-23"},{"text":"To reduce overreliance on oil and improve long-term resilience, Gabon should prioritise economic diversification. This includes investing in value-added processing, sustainable forestry, mining, agriculture, and fisheries, while supporting small and medium-sized enterprises (SMEs) and attracting foreign direct investment (FDI) for manufacturing and infrastructure.","ai_generated":true,"unit":"issafri-000141#insight-2","date_modified":"2026-10-23"},{"text":"The report recommends significant investments in human capital, specifically targeting a reduction in child mortality to meet Sustainable Development Goal targets by 2030: 12 deaths per 1000 live births for infants and 26 deaths for children under-five.","ai_generated":true,"unit":"issafri-000141#insight-3","date_modified":"2026-10-23"},{"text":"Gabon is encouraged to integrate into regional and Africa-wide value chains by maximising opportunities under the African Continental Free Trade Agreement (AfCFTA) and diversifying into low-carbon industries such as eco-tourism and sustainable forestry.","ai_generated":true,"unit":"issafri-000141#insight-4","date_modified":"2026-10-23"},{"text":"Energy transition goals for Gabon include reducing dependence on fossil fuels by expanding infrastructure for renewable energy, with a specific emphasis on scaling up investments in hydro power.","ai_generated":true,"unit":"issafri-000141#insight-5","date_modified":"2026-10-23"}],"climate_tags":["economic diversity","renewable energy","hydropower","low-carbon economy","ecotourism"],"geography_discussed":["Africa"],"frame_perspective":[],"analysis_type":["policy recommendations","scenario analysis"]},{"id":"issafri-000162","url":"https://climateinsightsdirectory.org/document/issafri-000162","title":"Côte d'Ivoire: Conclusion","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-05-31","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=CI&topic=04-conclusion","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report evaluates eight sectoral scenarios for Côte d'Ivoire, highlighting that a holistic development strategy combining governance improvements, industrialization, and regional trade integration could lead to a 92% GDP increase and a significant reduction in extreme poverty by 2043.","ai_generated":true,"unit":"issafri-000162#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Côte d'Ivoire faces significant structural obstacles to development, specifically regarding governance, a heavy economic reliance on commodity exports, education gaps in its growing population, and an uncertain climatic future.","ai_generated":true,"unit":"issafri-000162#insight-1","date_modified":"2026-10-23"},{"text":"Specific sectoral scenarios offer different paths to improvement: the Governance scenario emphasizes reducing corruption and strengthening democratic institutions to attract investment; the Manufacturing scenario focuses on diversifying value chains to reduce commodity dependence and mitigate climate uncertainties; and the AfCFTA scenario highlights the potential for regional economic leadership through trade liberalisation.","ai_generated":true,"unit":"issafri-000162#insight-2","date_modified":"2026-10-23"},{"text":"A 'Combined scenario' involving simultaneous investments across multiple sectors is projected to result in a 92% GDP increase by 2043 compared to the current path, while reducing the extreme poverty rate to 4.7% (approximately 2.1 million people).","ai_generated":true,"unit":"issafri-000162#insight-3","date_modified":"2026-10-23"},{"text":"The report recommends that Côte d'Ivoire adopt a holistic development strategy integrating all eight sectors to align with the African Union’s Agenda 2063.","ai_generated":true,"unit":"issafri-000162#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate change","governance","poverty reduction","economic diversity"],"geography_discussed":["Africa"],"frame_perspective":[],"analysis_type":["scenario analysis","economic forecasting","policy recommendation"]},{"id":"issafri-000166","url":"https://climateinsightsdirectory.org/document/issafri-000166","title":"Eswatini Development Futures","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-05-31","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=SZ&topic=sectoral-scenarios","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report forecasts Eswatini's development to 2043, noting that while GDP per capita is expected to rise to US$15,162 under the Current Path, poverty will remain high at 47.1%. It evaluates 11 sectoral scenarios, finding that the Free Trade scenario (AfCFTA implementation) offers the most significant potential for poverty reduction and income growth. The Combined Agenda 2063 scenario suggests GDP per capita could reach US$22,901 and poverty could drop to 24.5% if all interventions are implemented.","ai_generated":true,"unit":"issafri-000166#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Under the Current Path forecast, Eswatini's population is projected to reach 1.6 million by 2043, with the country potentially entering its first demographic dividend as early as 2027 due to shrinking youth dependency.","ai_generated":true,"unit":"issafri-000166#insight-1","date_modified":"2026-10-23"},{"text":"Eswatini's GDP per capita is forecast to reach US$15,162 by 2043 in the Current Path, which is US$6,020 and US$8,005 above the projected averages for lower middle-income Africa and Africa, respectively.","ai_generated":true,"unit":"issafri-000166#insight-2","date_modified":"2026-10-23"},{"text":"The poverty rate is projected to decline to 47.1% by 2043 in the Current Path forecast, which remains 8.8 percentage points above the average for lower middle-income Africa.","ai_generated":true,"unit":"issafri-000166#insight-3","date_modified":"2026-10-23"},{"text":"The Free Trade scenario, based on the full implementation of the African Continental Free Trade Area (AfCFTA) by 2034, is identified as having the largest impact on poverty reduction, potentially lowering the rate to 38.5% by 2043.","ai_generated":true,"unit":"issafri-000166#insight-4","date_modified":"2026-10-23"},{"text":"In the Leapfrogging scenario, electricity access is projected to reach 99.3% by 2043, with rural access specifically increasing from 62.5% in 2019 to 100% by 2040.","ai_generated":true,"unit":"issafri-000166#insight-5","date_modified":"2026-10-23"},{"text":"The Agriculture scenario could reduce the poverty rate by 4.2 percentage points compared to the Current Path by 2043, lifting an additional 70,000 people out of poverty through improved yields and irrigation.","ai_generated":true,"unit":"issafri-000166#insight-6","date_modified":"2026-10-23"},{"text":"The Education scenario is projected to increase literacy rates to 100% by 2031 and raise mean years of education to 8.2 years by 2043, compared to 7.9 years in the Current Path.","ai_generated":true,"unit":"issafri-000166#insight-7","date_modified":"2026-10-23"},{"text":"The Combined Agenda 2063 scenario, integrating all 11 sectoral interventions, could raise GDP per capita to US$22,901 and reduce the poverty rate to 24.5% by 2043.","ai_generated":true,"unit":"issafri-000166#insight-8","date_modified":"2026-10-23"},{"text":"Eswatini's energy production is currently heavily dependent on fossil fuel imports from South Africa's Eskom, but renewable energy is forecast to make up the largest share of production by 2043.","ai_generated":true,"unit":"issafri-000166#insight-9","date_modified":"2026-10-23"},{"text":"Carbon emissions are projected to increase most in the Free Trade scenario, with an additional 700,000 tons by 2043 compared to 2019, reflecting the associated economic growth.","ai_generated":true,"unit":"issafri-000166#insight-10","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","carbon dioxide emissions","fossil fuel","climate change","agriculture","food security","poverty reduction","infrastructure"],"geography_discussed":["South Africa","Mozambique","Africa"],"frame_perspective":[],"analysis_type":["forecasting","scenario analysis","economic assessment"]},{"id":"issafri-000182","url":"https://climateinsightsdirectory.org/document/issafri-000182","title":"DR CONGO DEVELOPMENT FUTURES: GEOGRAPHIC FUTURES","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"research paper","language":"en","date_published":"2026-05-31","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=CD&topic=06-interventions","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document details specific quantitative adjustments (multipliers) across several thematic scenarios—including governance, health, education, agriculture, manufacturing, infrastructure, trade (AfCFTA), and financial flows—designed to shift the DR Congo's development path from a 'Current Path' toward improved outcomes by 2043. These interventions aim to close gaps between the DR Congo and other regions, such as South America and South Asia, in areas like maternal mortality, democracy, and economic freedom.","ai_generated":true,"unit":"issafri-000182#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The governance scenario aims to improve democracy, economic freedom, and government transparency by 2043. Specifically, it targets an 18.6% improvement in average democracy and a 14.5% improvement in economic freedom above the Current Path forecast.","ai_generated":true,"unit":"issafri-000182#insight-1","date_modified":"2026-10-23"},{"text":"Health interventions focus on reducing mortality and increasing contraceptive use. The scenario projects that maternal mortality in the DR Congo will drop to 19.3 per 100,000 live births by 2043, compared to 27.1 in the Current Path forecast.","ai_generated":true,"unit":"issafri-000182#insight-2","date_modified":"2026-10-23"},{"text":"The agriculture scenario includes multipliers to increase yields (1.6) and land equipped for irrigation (1.5), while reducing crop production loss rates (0.8) and losses during transport from producer to consumer (0.8).","ai_generated":true,"unit":"issafri-000182#insight-3","date_modified":"2026-10-23"},{"text":"The Large Infrastructure/Leapfrogging scenario targets energy and digital connectivity, including a 1.2 multiplier for other renewables energy production and a 3x multiplier for ICT mobile broadband.","ai_generated":true,"unit":"issafri-000182#insight-4","date_modified":"2026-10-23"},{"text":"Under the AfCFTA scenario, the document projects an increase in multifactor productivity growth by approximately 20 percentage points relative to the Current Path forecast for the 2026-2035 period.","ai_generated":true,"unit":"issafri-000182#insight-5","date_modified":"2026-10-23"},{"text":"The financial flows scenario proposes increasing foreign aid receipts (1.15 multiplier) and portfolio investment stocks (1.5 multiplier), noting a need for increased aid from China and OECD countries.","ai_generated":true,"unit":"issafri-000182#insight-6","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","agriculture","agricultural irrigation","infrastructure","trade policy","climate finance"],"geography_discussed":["South America","South Asia","Africa","People's Republic of China"],"frame_perspective":[],"analysis_type":["scenario modeling","long-term forecasting"]},{"id":"issafri-000196","url":"https://climateinsightsdirectory.org/document/issafri-000196","title":"LESOTHO DEVELOPMENT FUTURES: GEOGRAPHIC FUTURES","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"research paper","language":"en","date_published":"2026-05-31","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=LS&topic=combined-agenda-2063","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document evaluates the 'Combined Agenda 2063' scenario for Lesotho, which integrates 11 sectoral interventions to drive economic growth. By 2043, this scenario is projected to increase GDP per capita to US$7,375 and reduce poverty from 59.5% (2019) to 27.7%, though it is expected to increase carbon emissions to 1.4 million tons due to ambitious growth.","ai_generated":true,"unit":"issafri-000196#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Combined Agenda 2063 scenario, which integrates 11 sectoral interventions, could increase Lesotho's GDP per capita to US$7,375 by 2043, which is US$2,135 higher than the Current Path forecast.","ai_generated":true,"unit":"issafri-000196#insight-1","date_modified":"2026-10-23"},{"text":"Among the sectoral interventions, improving intra-Africa trade is projected to have the largest positive impact on GDP per capita by 2043, adding US$413 over the Current Path, followed by infrastructure (US$253) and stability (US$154). The least impact is expected from Financial Flows (US$58.9) and Health/WaSH (US$53.4).","ai_generated":true,"unit":"issafri-000196#insight-2","date_modified":"2026-10-23"},{"text":"Implementation of the Combined Agenda 2063 measures could reduce Lesotho's poverty rate from 59.5% in 2019 to 27.7% by 2043, representing a 17.5 percentage point decrease compared to the Current Path and lifting an additional 360,000 people out of extreme poverty.","ai_generated":true,"unit":"issafri-000196#insight-3","date_modified":"2026-10-23"},{"text":"The total GDP of Lesotho is forecast to reach US$12.3 billion by 2043 under the Combined Agenda 2063 scenario, a 62% increase over the Current Path forecast of US$7.6 billion.","ai_generated":true,"unit":"issafri-000196#insight-4","date_modified":"2026-10-23"},{"text":"Economic growth under the Combined Agenda 2063 scenario is expected to increase carbon emissions from 0.7 million tons in 2019 to 1.4 million tons by 2043, which is 0.2 million tons higher than the Current Path forecast.","ai_generated":true,"unit":"issafri-000196#insight-5","date_modified":"2026-10-23"}],"climate_tags":["carbon dioxide emissions","infrastructure","agriculture","economic growth","poverty reduction","energy transition"],"geography_discussed":["Africa"],"frame_perspective":[],"analysis_type":["forecasting","scenario analysis"]},{"id":"issafri-000221","url":"https://climateinsightsdirectory.org/document/issafri-000221","title":"GUINEA-BISSAU DEVELOPMENT FUTURES: GEOGRAPHIC FUTURES","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"research paper","language":"en","date_published":"2026-05-31","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=GW&topic=combined-agenda-2063","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document projects that the Combined Agenda 2063 scenario would significantly increase Guinea-Bissau's GDP per capita to US$7,867 by 2043, lift 900,000 additional people out of extreme poverty, and grow the economy to US$16.4 billion. However, this growth is associated with an increase in carbon emissions to 1.2 million tons by 2043. The Agriculture and Free Trade scenarios are identified as having the greatest potential for improving development.","ai_generated":true,"unit":"issafri-000221#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Combined Agenda 2063 scenario is projected to increase Guinea-Bissau's GDP per capita to US$7,867 by 2043, which is US$3,900 higher than the Current Path forecast and US$1,365 higher than the average for low-income countries in Africa.","ai_generated":true,"unit":"issafri-000221#insight-1","date_modified":"2026-10-23"},{"text":"The Agriculture and Free Trade scenarios are expected to have the most significant positive impact on GDP per capita by 2043, while Health/WaSH and Governance scenarios are projected to have the least impact.","ai_generated":true,"unit":"issafri-000221#insight-2","date_modified":"2026-10-23"},{"text":"Under the Combined Agenda 2063 scenario, an additional 900,000 people would be lifted out of extreme poverty compared to the Current Path, leaving 450,000 people (14.9% of the population) below the poverty line by 2043.","ai_generated":true,"unit":"issafri-000221#insight-3","date_modified":"2026-10-23"},{"text":"The total GDP (MER) for Guinea-Bissau is estimated to reach US$16.4 billion by 2043 in the Combined Agenda 2063 scenario, representing a 123% increase over the Current Path estimate of US$7.3 billion.","ai_generated":true,"unit":"issafri-000221#insight-4","date_modified":"2026-10-23"},{"text":"Economic growth under the Combined Agenda 2063 scenario is linked to higher environmental impact, with carbon emissions projected to rise from 0.12 million tons in 2019 to 1.2 million tons by 2043, exceeding the Current Path estimate of 0.78 million tons.","ai_generated":true,"unit":"issafri-000221#insight-5","date_modified":"2026-10-23"}],"climate_tags":["carbon dioxide emissions","agriculture","industrial manufacturing","economic development","poverty reduction","infrastructure","governance"],"geography_discussed":["Africa"],"frame_perspective":[],"analysis_type":["forecasting","scenario analysis"]},{"id":"issafri-000227","url":"https://climateinsightsdirectory.org/document/issafri-000227","title":"Mozambique: SCENARIO COMPARISONS","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"research paper","language":"en","date_published":"2026-05-31","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=MZ&topic=04-scenario-comparisons","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document evaluates the impact of different policy interventions on Mozambique's future. It finds that while individual sectoral scenarios like Large Infrastructure and Agriculture boost GDP per capita, a 'Combined scenario' integrating multiple sectors offers the most significant gains, potentially reducing extreme poverty from 65.1% to 40% by 2043. However, this accelerated growth is projected to increase carbon emissions to 47.6 million tons by 2043. The energy sector, dominated by gas, is expected to become the primary economic driver under the Combined scenario.","ai_generated":true,"unit":"issafri-000227#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Among individual sectoral scenarios, Large Infrastructure provides the highest boost to GDP per capita by 2043, increasing it by US$256 over the Current Path, followed by Agriculture (US$228) and Governance (US$131).","ai_generated":true,"unit":"issafri-000227#insight-1","date_modified":"2026-10-23"},{"text":"The Combined scenario, which integrates all sectoral interventions, is projected to result in an average annual growth rate of approximately 8.5% between 2023 and 2043, making Mozambique the 16th-largest economy in Africa by 2043 with a GDP of US$93.5 billion.","ai_generated":true,"unit":"issafri-000227#insight-2","date_modified":"2026-10-23"},{"text":"The Combined scenario significantly reduces extreme poverty (measured at US$3 per day) to 40% by 2043, compared to 65.1% on the Current Path, representing 15.4 million fewer people in extreme poverty.","ai_generated":true,"unit":"issafri-000227#insight-3","date_modified":"2026-10-23"},{"text":"Economic structural transformation under the Combined scenario would see the energy sector become the dominant driver of the economy, with its GDP share rising from 24.9% in 2024 to 33.9% by 2043, while the manufacturing sector's share increases from 7.6% in 2023 to 14.7% in 2043.","ai_generated":true,"unit":"issafri-000227#insight-4","date_modified":"2026-10-23"},{"text":"The Combined scenario is expected to reduce the size of the informal sector to 22.6% of GDP by 2043, which is 5.8 percentage points lower than the Current Path projection of 28.4%.","ai_generated":true,"unit":"issafri-000227#insight-5","date_modified":"2026-10-23"},{"text":"Life expectancy in Mozambique is projected to reach 73 years by 2043 on the Current Path, and 75.1 years under the Combined scenario.","ai_generated":true,"unit":"issafri-000227#insight-6","date_modified":"2026-10-23"},{"text":"Accelerated economic activity under the Combined scenario is projected to increase carbon emissions from fossil fuels to approximately 47.6 million tons by 2043, compared to 33.3 million tons on the Current Path.","ai_generated":true,"unit":"issafri-000227#insight-7","date_modified":"2026-10-23"},{"text":"Energy production in Mozambique is heavily reliant on gas, which is projected to constitute 88.5% of total energy production by 2043 on the Current Path and 91% in the Combined scenario.","ai_generated":true,"unit":"issafri-000227#insight-8","date_modified":"2026-10-23"}],"climate_tags":["carbon dioxide emissions","fossil fuel","natural gas","economic diversity","infrastructure","poverty reduction"],"geography_discussed":["Africa","Southern Africa"],"frame_perspective":[],"analysis_type":["economic modelling","scenario analysis","long-term forecasting"]},{"id":"issafri-000234","url":"https://climateinsightsdirectory.org/document/issafri-000234","title":"GAMBIA DEVELOPMENT FUTURES: GEOGRAPHIC FUTURES","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"research paper","language":"en","date_published":"2026-05-31","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=GM&topic=combined-agenda-2063","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Combined Agenda 2063 scenario for The Gambia projects a significant increase in GDP per capita to US$7,823 by 2043, nearly doubling the overall economy to US$18.5 billion. While the scenario predicts a drastic reduction in extreme poverty—leaving only 0.15% of the population below the poverty line—it also forecasts a rise in carbon emissions to 1.7 million tons, indicating a high cost of environmental degradation.","ai_generated":true,"unit":"issafri-000234#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Combined Agenda 2063 scenario is projected to increase The Gambia's GDP per capita to US$7,823 by 2043, which is US$2,873 higher than the Current Path forecast and exceeds the projected average for low-income countries in Africa (US$3,790).","ai_generated":true,"unit":"issafri-000234#insight-1","date_modified":"2026-10-23"},{"text":"Trade liberalisation and agricultural production are identified as the most impactful policies for improving economic and human development, while health/WaSH and infrastructure are expected to have the least impact on GDP per capita by 2043.","ai_generated":true,"unit":"issafri-000234#insight-2","date_modified":"2026-10-23"},{"text":"Extreme poverty is expected to decline significantly under the Combined Agenda 2063 scenario, with only 6,000 Gambians (0.15% of the population) living below the poverty line by 2043, lifting an additional 85,000 people out of poverty compared to the Current Path.","ai_generated":true,"unit":"issafri-000234#insight-3","date_modified":"2026-10-23"},{"text":"The overall size of the economy is projected to almost double by 2043, reaching an estimated GDP (MER) of US$18.5 billion in the Combined Agenda 2063 scenario, compared to US$10 billion in the Current Path forecast.","ai_generated":true,"unit":"issafri-000234#insight-4","date_modified":"2026-10-23"},{"text":"Economic growth under the Combined Agenda 2063 scenario comes with a high environmental cost, with carbon emissions projected to rise from 220,000 tons in 2019 to 1.7 million tons by 2043, surpassing the Current Path estimate of 1.3 million tons.","ai_generated":true,"unit":"issafri-000234#insight-5","date_modified":"2026-10-23"}],"climate_tags":["carbon dioxide emissions","environmental degradation","agriculture","economic development","poverty reduction","infrastructure","industrial manufacturing"],"geography_discussed":["Africa"],"frame_perspective":[],"analysis_type":["scenario forecasting","economic projection"]},{"id":"issafri-000244","url":"https://climateinsightsdirectory.org/document/issafri-000244","title":"Mauritania: Conclusion and Recommendations","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-05-31","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=MR&topic=05-conclusion","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report concludes that while Mauritania's macroeconomic indicators are trending upwards, growth remains heavily dependent on the extractive sector and is hindered by poor infrastructure, weak governance, and climate change risks. It recommends a holistic development strategy focusing on climate resilience, public finance efficiency, human capital investment, and economic diversification to leverage the country's resource endowments and youthful population.","ai_generated":true,"unit":"issafri-000244#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Mauritania's current economic growth is primarily driven by the extractive sector and is characterized by persistent inequality and poverty. Structural transformation is obstructed by factors including the high cost of electricity, low quality of human capital and infrastructure, and risks associated with climate change.","ai_generated":true,"unit":"issafri-000244#insight-1","date_modified":"2026-10-23"},{"text":"The country possesses significant economic potential rooted in its natural resources (iron, gold, and gas), its capacity to become a regional hub for solar and hydrogen production, and its strategic geographic position for trade integration with neighbors.","ai_generated":true,"unit":"issafri-000244#insight-2","date_modified":"2026-10-23"},{"text":"To strengthen climate resilience, the government should implement sustainable management of natural resources, ensure transparent management of oil and gas revenues for investment in social development, and invest in renewable energies like solar and hydrogen to improve energy stability and export potential.","ai_generated":true,"unit":"issafri-000244#insight-3","date_modified":"2026-10-23"},{"text":"Economic diversification should prioritize the agricultural sector through investments in irrigation, farming technology, and digitization to reduce reliance on imports and improve food security.","ai_generated":true,"unit":"issafri-000244#insight-4","date_modified":"2026-10-23"},{"text":"Long-term growth requires improving the education system—specifically emphasizing the gender component of the 2020 reform—and expanding vocational training tailored to emerging job market needs.","ai_generated":true,"unit":"issafri-000244#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate risk","climate resilience","climate change adaptation","renewable energy","solar energy","natural resource management","economic diversity","sustainable development"],"geography_discussed":["Africa"],"frame_perspective":[],"analysis_type":["policy recommendations","scenario analysis"]},{"id":"issafri-000245","url":"https://climateinsightsdirectory.org/document/issafri-000245","title":"Kenya Development Futures: Geographic Futures","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"research paper","language":"en","date_published":"2026-05-31","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=KE&topic=conclusion","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies Kenya as a pivotal East African economic powerhouse with the potential for a 685% GDP increase by 2043 under a Combined scenario. It argues that implementing eight sectoral interventions could raise GDP per capita to US$10,950 and reduce extreme poverty from 64.6% in 2019 to 6.4% by 2043. To ensure sustainable and equitable growth, the document recommends strengthening anti-corruption efforts, expanding education and healthcare, investing in modern irrigation, and accelerating the transition to renewable energy through geothermal, solar, and wind projects.","ai_generated":true,"unit":"issafri-000245#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Kenya's economy has the potential to grow by 685% in terms of GDP by 2043 under the Combined scenario, though progress toward Vision 2030 and Sustainable Development Goals is currently hindered by public debt, corruption, infrastructure deficits, human capital bottlenecks, and rapid population growth.","ai_generated":true,"unit":"issafri-000245#insight-1","date_modified":"2026-10-23"},{"text":"The implementation of eight sectoral interventions could elevate Kenya to an upper-middle-income status by 2043, increasing GDP per capita to US$10,950 and lowering extreme poverty from 64.6% in 2019 to 6.4%.","ai_generated":true,"unit":"issafri-000245#insight-2","date_modified":"2026-10-23"},{"text":"To achieve environmentally sustainable development, Kenya must fully transition to renewable energies, specifically by accelerating geothermal, solar, and wind projects and incentivizing private sector investment.","ai_generated":true,"unit":"issafri-000245#insight-3","date_modified":"2026-10-23"},{"text":"The document recommends a series of policy actions across multiple sectors, including empowering the EACC for anti-corruption, integrating ICT into education, utilizing public-private partnerships for infrastructure (citing the Mombasa to Nairobi expressway), and expanding social protection and healthcare funding.","ai_generated":true,"unit":"issafri-000245#insight-4","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","geothermal energy","solar energy","wind power","sustainable development","poverty reduction"],"geography_discussed":["East Africa","Mombasa","Nairobi","Africa"],"frame_perspective":[],"analysis_type":["economic forecasting","policy recommendation"]},{"id":"issafri-000269","url":"https://climateinsightsdirectory.org/document/issafri-000269","title":"ESWATINI DEVELOPMENT FUTURES: GEOGRAPHIC FUTURES","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-05-31","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=SZ&topic=combined-agenda-2063","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report evaluates the 'Combined Agenda 2063' scenario for Eswatini, which integrates 11 sectoral interventions to drive economic growth and poverty reduction. By 2043, this scenario could raise GDP per capita to US$22,901 and reduce poverty from 60% in 2019 to 24.5%. While the scenario projects significant growth in the service and ICT sectors and an overall GDP increase to US$29.3 billion, it also forecasts an increase in carbon emissions to 1.4 million tons by 2043 due to the scale of economic expansion.","ai_generated":true,"unit":"issafri-000269#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Combined Agenda 2063 scenario, which integrates 11 sectoral interventions, could increase Eswatini's GDP per capita to US$22,901 by 2043, representing an increase of US$7,739 over the Current Path forecast.","ai_generated":true,"unit":"issafri-000269#insight-1","date_modified":"2026-10-23"},{"text":"Among the specific interventions, improving intra-Africa trade is projected to have the highest impact on GDP per capita by 2043, adding US$1,137 above the Current Path, followed by manufacturing (US$861) and leapfrogging (US$807).","ai_generated":true,"unit":"issafri-000269#insight-2","date_modified":"2026-10-23"},{"text":"Implementation of the Combined Agenda 2063 measures could reduce poverty in Eswatini from 60% in 2019 to 24.5% by 2043, lifting 400,000 additional people out of poverty compared to the Current Path, though 380,000 people would still live in extreme poverty.","ai_generated":true,"unit":"issafri-000269#insight-3","date_modified":"2026-10-23"},{"text":"The total GDP of Eswatini is forecast to reach US$29.3 billion by 2043 under the Combined Agenda 2063 scenario, a 54.2% increase over the Current Path forecast of US$19 billion.","ai_generated":true,"unit":"issafri-000269#insight-4","date_modified":"2026-10-23"},{"text":"Economic growth under this scenario is expected to increase carbon emissions from 0.4 million tons in 2019 to 1.4 million tons by 2043, which is 0.3 million tons higher than the Current Path forecast.","ai_generated":true,"unit":"issafri-000269#insight-5","date_modified":"2026-10-23"}],"climate_tags":["carbon dioxide emissions","agriculture","industrial manufacturing","poverty reduction","infrastructure","governance"],"geography_discussed":["Africa"],"frame_perspective":[],"analysis_type":["economic forecasting","scenario analysis"]},{"id":"issafri-000279","url":"https://climateinsightsdirectory.org/document/issafri-000279","title":"Comoros: Conclusion","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"research paper","language":"en","date_published":"2026-05-31","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=KM&topic=05-conclusion","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes development scenarios for Comoros, contrasting a 'Current Path' with a 'Combined scenario' of sectoral interventions. It identifies systemic barriers including corruption, poor infrastructure, and climate change, while proposing a comprehensive policy framework focusing on governance, agricultural productivity, human capital, and the mobilization of international finance to reduce poverty and expand the formal economy by 2043.","ai_generated":true,"unit":"issafri-000279#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A 'Combined scenario' of eight sectoral interventions could significantly boost Comoros' economy by 2043, increasing GDP to US$4,801 million—a 67.6% increase over the 'Current Path' projection of US$2,865 million. Under this scenario, GDP per capita is projected to reach US$6,674, which is US$2,072 higher than the Current Path's US$4,602.","ai_generated":true,"unit":"issafri-000279#insight-1","date_modified":"2026-10-23"},{"text":"The Combined scenario is projected to reduce the informal sector's share of GDP to 24.6% by 2043, compared to 29.2% on the Current Path. This shift would result in approximately 298,600 fewer informal laborers, reducing the proportion of informal labor from 52.1% to 39% of the total workforce.","ai_generated":true,"unit":"issafri-000279#insight-2","date_modified":"2026-10-23"},{"text":"Extreme poverty in Comoros could be significantly reduced under the Combined scenario, with only 182,950 people (14.6% of the population) living in extreme poverty by 2043. This represents an improvement where nearly 185,409 more people are lifted out of poverty compared to the Current Path.","ai_generated":true,"unit":"issafri-000279#insight-3","date_modified":"2026-10-23"},{"text":"Comoros faces several interconnected obstacles to prosperity, including insecurity, poor governance, a weak business climate, lack of infrastructure, shortage of human capital, and a heavy dependence on low-productivity agriculture without diversification. Climate change is also identified as a main obstacle.","ai_generated":true,"unit":"issafri-000279#insight-4","date_modified":"2026-10-23"},{"text":"To improve agricultural productivity and diversify the economy, the government is advised to invest in productivity-enhancing technologies, provide farmers with drought-resistant and high-yield seedlings, and support R&D focused on agricultural productivity, energy production, and resilience.","ai_generated":true,"unit":"issafri-000279#insight-5","date_modified":"2026-10-23"},{"text":"The report recommends strengthening human capital by expanding education and vocational training, particularly in rural areas. Health system improvements should include investing in infrastructure, combating child malnutrition through nutrition programs, and providing free access to vaccines for children under 5 and treatments for tropical diseases like malaria.","ai_generated":true,"unit":"issafri-000279#insight-6","date_modified":"2026-10-23"},{"text":"To attract more Foreign Direct Investment (FDI), which currently remains low compared to other lower-middle-income African countries, Comoros should create a transparent business environment and utilize the AfCFTA to increase market size for investors.","ai_generated":true,"unit":"issafri-000279#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change","agricultural productivity","economic diversity","governance","infrastructure","poverty reduction"],"geography_discussed":["Africa","Rwanda"],"frame_perspective":[],"analysis_type":["macroeconomic forecasting","policy analysis"]}]}