{"query_echo":{"q":"","filters":{"analysis_type":["forecasting"]},"warnings":[]},"total":{"value":229,"relation":"eq"},"page":7,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=forecasting&page=7","next":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=forecasting&page=8","stability":"beta","ai_marking":{"digital_source_type":{"uri":"http://cv.iptc.org/newscodes/digitalsourcetype/trainedAlgorithmicMedia","name":"Created using Generative AI"},"notice":"Summary and key insights are generated using artificial intelligence."},"results":[{"id":"ember-000529","url":"https://climateinsightsdirectory.org/document/ember-000529","title":"Global Electricity Review","publisher":{"name":"Ember","organization":"ember"},"document_type":"report","language":"en","date_published":"2024","source_url":"https://ember-energy.org/app/uploads/2024/05/Report-Global-Electricity-Review-2024.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"In 2023, renewables reached a record 30% of global electricity generation, driven by solar and wind. Despite this, global power sector emissions rose by 1% to a record 14,153 million tonnes of CO2, as severe droughts caused a five-year low in hydropower, forcing a reliance on coal in countries like China and India. Solar was the fastest-growing source for the 19th consecutive year, while OECD countries continued to see falling emissions. Ember forecasts that 2023 marked the peak of power sector emissions, with a decline expected in 2024 as clean generation growth is projected to outpace electricity demand.","ai_generated":true,"unit":"ember-000529#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Renewables provided 30% of global electricity for the first time in 2023, with solar and wind together reaching a record 13.4% (3,935 TWh) of the global mix.","ai_generated":true,"unit":"ember-000529#insight-1","date_modified":"2026-10-23"},{"text":"Global power sector emissions reached a record high of 14,153 million tonnes of CO2 in 2023, a 1% increase over 2022, primarily because a record fall in hydropower generation was met by an increase in coal.","ai_generated":true,"unit":"ember-000529#insight-2","date_modified":"2026-10-23"},{"text":"Solar energy was the fastest-growing electricity source for the 19th year in a row, adding 307 TWh (+23%) in 2023 and surpassing wind as the largest source of new electricity for the second consecutive year.","ai_generated":true,"unit":"ember-000529#insight-3","date_modified":"2026-10-23"},{"text":"Global electricity demand rose by 2.2% (+627 TWh) to a record 29,471 TWh in 2023, with China's growth (+6.9%) nearly equaling the total global increase.","ai_generated":true,"unit":"ember-000529#insight-4","date_modified":"2026-10-23"},{"text":"Nearly half (45%) of the 2023 electricity demand rise was driven by five technologies: electric vehicles (EVs), heat pumps, electrolysers, air conditioning, and data centres.","ai_generated":true,"unit":"ember-000529#insight-5","date_modified":"2026-10-23"},{"text":"Ember forecasts that 2023 was the peak of power sector emissions, predicting a 2% fall in global fossil generation (-333 TWh) in 2024 as clean generation growth (+1300 TWh) is expected to exceed demand growth (+968 TWh).","ai_generated":true,"unit":"ember-000529#insight-6","date_modified":"2026-10-23"},{"text":"OECD countries' power sector emissions peaked in 2007 and have fallen by 28% since then, with the EU seeing a 19% decrease in emissions in 2023 alone.","ai_generated":true,"unit":"ember-000529#insight-7","date_modified":"2026-10-23"},{"text":"China is the dominant force in the energy transition, accounting for 51% of additional global solar generation and 60% of new global wind generation in 2023.","ai_generated":true,"unit":"ember-000529#insight-8","date_modified":"2026-10-23"},{"text":"The United States' growth in gas generation (+115 TWh) prevented a global fall in gas generation in 2023, offsetting declines in the EU, UK, and Japan.","ai_generated":true,"unit":"ember-000529#insight-9","date_modified":"2026-10-23"},{"text":"Hydropower generation fell to a five-year low of 4,210 TWh in 2023, with 95% of the resulting coal generation rise occurring in China, India, Viet Nam, and Mexico due to severe droughts.","ai_generated":true,"unit":"ember-000529#insight-10","date_modified":"2026-10-23"}],"climate_tags":["solar energy","wind power","coal","natural gas","hydropower","nuclear power","bioenergy","emission intensity","electrification","electric vehicle","heat pump","data center","energy efficiency","energy infrastructure","Net-zero emissions","2023 United Nations Climate Change Conference"],"geography_discussed":["People's Republic of China","India","European Union","Russia","Japan","Brazil","Netherlands","Vietnam","Mexico"],"frame_perspective":[],"analysis_type":["trend analysis","forecasting","comparative analysis"]},{"id":"issafri-000016","url":"https://climateinsightsdirectory.org/document/issafri-000016","title":"Background note on Africa’s Current Path Energy Future to 2043","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2023-11-09","source_url":"https://futures.issafrica.org/special-reports/other/Energy/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report forecasts a significant increase in Africa's energy demand due to population growth, projecting that it will overtake the EU27 by 2043. While Africa possesses vast oil, gas, and hydropower reserves, its current energy mix remains heavily reliant on fossil fuels, with 'other renewables' making up only 1.6% of production in 2023. The document highlights a trajectory where Africa will eventually become a major global source of carbon emissions from fossil fuels, overtaking the EU by 2034.","ai_generated":true,"unit":"issafri-000016#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Africa's energy demand is projected to grow significantly due to population increases, with its share of world energy demand rising from 4.35% in 2019 to 14.82% by 2063. On the 'Current Path' forecast, Africa's energy demand is expected to exceed that of the EU27 in 2043, the USA and India in 2050, and China in 2079.","ai_generated":true,"unit":"issafri-000016#insight-1","date_modified":"2026-10-23"},{"text":"The African energy production mix is dominated by fossil fuels. In 2023, oil accounted for 45.8%, gas 32.3%, and coal 17.3% of production, while 'other renewables' (primarily wind and solar) contributed only 1.6%. Transition points indicate gas will overtake oil in 2028, and other renewables will overtake hydro in 2033 and coal in 2042.","ai_generated":true,"unit":"issafri-000016#insight-2","date_modified":"2026-10-23"},{"text":"Africa is a net energy exporter, but many countries remain heavily dependent on imports. In 2023, Algeria, Nigeria, Angola, and Libya each exported more than ten billion dollars in energy. Conversely, several countries relied on imports for over 50% of domestic demand, including Senegal (95%), Morocco, Benin, and Mauritania.","ai_generated":true,"unit":"issafri-000016#insight-3","date_modified":"2026-10-23"},{"text":"Africa holds substantial proven reserves of fossil fuels, including 111.4 BBOE of oil (5% of global total) and 55.6 BBOE of gas (10% of global total). However, a lack of domestic infrastructure means much of the natural gas production is likely to be exported to Asia, especially as EU demand is expected to decline under the European Climate Law and REPowerEU proposal.","ai_generated":true,"unit":"issafri-000016#insight-4","date_modified":"2026-10-23"},{"text":"Despite having the highest untapped hydropower potential globally, Africa only had 37GW of installed capacity in 2023. Major projects include Ethiopia's Grand Ethiopian Renaissance Dam (GERD), which has made Ethiopia the largest source of hydroelectric power in Africa, and Tanzania's Julius Nyerere Hydropower Plant.","ai_generated":true,"unit":"issafri-000016#insight-5","date_modified":"2026-10-23"},{"text":"Nuclear energy adoption is limited. South Africa operates the Koeberg station, and Egypt has contracted Russia's Rosatom for a 4.8 GW plant at El-Dabaa, with the first unit expected in 2028. Other countries exploring nuclear options include Ghana, Morocco, Uganda, and Rwanda.","ai_generated":true,"unit":"issafri-000016#insight-6","date_modified":"2026-10-23"},{"text":"Africa is projected to become a leading global source of carbon emissions from fossil fuels. Its emissions are forecast to overtake those of the EU in 2034, the USA in 2049, India in 2055, and China in 2061.","ai_generated":true,"unit":"issafri-000016#insight-7","date_modified":"2026-10-23"}],"climate_tags":["energy demand","fossil fuel","petroleum","natural gas","coal","hydroelectricity","nuclear power","renewable energy","solar energy","wind energy","carbon dioxide emissions","liquefied natural gas","energy efficiency"],"geography_discussed":["World","Algeria","Nigeria","Angola","Libya","Morocco","Egypt","Ethiopia","Kenya","Tunisia","Uganda","Senegal","Tanzania","Mozambique","South Sudan","Republic of the Congo","Chad","Gabon","Benin","Mauritania","Mauritius","Eritrea","Mali","Togo","Burkina Faso","Ivory Coast","Zambia","Niger","Madagascar","Sudan","Rwanda","Cameroon","Djibouti","Central African Republic","Burundi","United States","India","South Africa","Zimbabwe","Botswana","Ghana","People's Republic of China","European Union","Democratic Republic of the Congo"],"frame_perspective":[],"analysis_type":["forecasting","comparative analysis"]},{"id":"issafri-000048","url":"https://climateinsightsdirectory.org/document/issafri-000048","title":"Background note on Africa’s Current Path Energy Future to 2043","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"briefing","language":"en","date_published":"2023-11-09","source_url":"https://futures.issafrica.org/special-reports/guide.pdf?report=other/Energy&topic=06-gas","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines Africa's natural gas landscape, noting that while the continent holds approximately 10% of global proven gas reserves, a lack of domestic infrastructure means most production is destined for export. It highlights a potential global LNG supply glut starting in mid-2025 and 2026, which may lower prices and profits for exporters. Key reserves are concentrated in Nigeria, Algeria, Egypt, and Libya, while new discoveries are emerging in countries like Mozambique and Senegal. Specific large-scale projects are detailed for Nigeria, Algeria, Egypt, Libya, Mozambique, and Tanzania.","ai_generated":true,"unit":"issafri-000048#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Africa possesses approximately 10% of the world's proven gas reserves, totaling 55.6 BBOE, with nearly 80% of these reserves held by Nigeria, Egypt, Libya, and Algeria.","ai_generated":true,"unit":"issafri-000048#insight-1","date_modified":"2026-10-23"},{"text":"Due to a lack of installed domestic infrastructure, the majority of Africa's natural gas production is expected to be exported to markets in Asia, specifically China and India, despite slowing global LNG demand.","ai_generated":true,"unit":"issafri-000048#insight-2","date_modified":"2026-10-23"},{"text":"The global LNG market is projected to experience a supply glut beginning in mid-2025 and 2026, which could lead to lower prices, tighter margins, and reduced profits for exporting nations.","ai_generated":true,"unit":"issafri-000048#insight-3","date_modified":"2026-10-23"},{"text":"Significant gas projects are underway across the continent, including the Train 7 project and AKK pipeline in Nigeria, the Zohr field in Egypt, and the Mozambique LNG and Rovuma LNG projects in Mozambique.","ai_generated":true,"unit":"issafri-000048#insight-4","date_modified":"2026-10-23"},{"text":"Tanzania is planning an LNG project with an estimated cost of up to US$42 billion to export offshore gas reserves, with construction expected around 2026 and first exports forecast for 2028.","ai_generated":true,"unit":"issafri-000048#insight-5","date_modified":"2026-10-23"}],"climate_tags":["natural gas","liquefied natural gas","energy infrastructure","energy transition"],"geography_discussed":["Nigeria","Algeria","Mozambique","Egypt","Tanzania","Libya","People's Republic of China","India","European Union","Senegal","Mauritania","South Africa","Ethiopia","Morocco","Angola","Ghana","Cabo Delgado Province"],"frame_perspective":[],"analysis_type":["forecasting","market analysis"]},{"id":"issafri-000081","url":"https://climateinsightsdirectory.org/document/issafri-000081","title":"Background note on Africa’s Current Path Energy Future to 2043","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2023-11-09","source_url":"https://futures.issafrica.org/special-reports/guide.pdf?report=other/Energy&topic=02-exports-vs-imports","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies Africa as a net energy exporter, though it forecasts that total energy demand will exceed production by 2039. While a small group of countries like Algeria, Nigeria, and Angola maintain high export values, a significant number of African nations remain heavily dependent on energy imports, a group expected to expand by 2043.","ai_generated":true,"unit":"issafri-000081#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Africa is currently a net energy exporter, primarily exporting coal, unrefined oil, and gas to Asian and European markets, although total continental energy demand is projected to exceed production in 2039.","ai_generated":true,"unit":"issafri-000081#insight-1","date_modified":"2026-10-23"},{"text":"In 2023, Algeria, Angola, Libya, and Nigeria each had energy export values exceeding imports by more than ten billion US dollars, while Morocco's energy imports exceeded five billion US dollars.","ai_generated":true,"unit":"issafri-000081#insight-2","date_modified":"2026-10-23"},{"text":"By 2043, Algeria is projected to be the largest energy exporter in Africa with a value of US$70.2 billion, surpassing the combined exports of Nigeria (US$32 billion), Angola (US$24.2 billion), and Mozambique (US$14.5 billion).","ai_generated":true,"unit":"issafri-000081#insight-3","date_modified":"2026-10-23"},{"text":"A significant number of countries relied on energy imports for over 50% of their domestic demand in 2023, including Senegal (95%), Morocco, Benin, Mauritania, Mauritius, Eritrea, Tunisia, Uganda, Mali, and Togo (59%). This group is expected to grow by 2043 to include countries such as Burkina Faso, Cote d’Ivoire, Ethiopia, and Egypt.","ai_generated":true,"unit":"issafri-000081#insight-4","date_modified":"2026-10-23"}],"climate_tags":["coal","natural gas","energy demand"],"geography_discussed":["Algeria","Nigeria","Angola","Libya","Morocco","Egypt","Ethiopia","Kenya","Tunisia","Uganda","Senegal","Tanzania","Mozambique","South Sudan","Republic of the Congo","Chad","Gabon","Benin","Mauritania","Mauritius","Eritrea","Mali","Togo","Burkina Faso","Ivory Coast","Zambia","Niger","Madagascar","Sudan","Rwanda","Cameroon","Djibouti"],"frame_perspective":[],"analysis_type":["forecasting","economic analysis"]},{"id":"issafri-000085","url":"https://climateinsightsdirectory.org/document/issafri-000085","title":"Background note on Africa’s Current Path Energy Future to 2043","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2023-11-09","source_url":"https://futures.issafrica.org/special-reports/guide.pdf?report=other/Energy&topic=03-energy-demand","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report projects that Africa's total energy demand will rise from 4.589 BBOE in 2023 to 10.26 BBOE by 2043, driven by population growth and development needs. It highlights significant current disparities in per capita energy use across African nations and compares these figures to the United States and India.","ai_generated":true,"unit":"issafri-000085#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Africa's total energy demand is projected to increase from 4.589 BBOE in 2023 to 10.26 BBOE by 2043, as the continent's share of the world's population is expected to grow from 18% in 2023 to 23% in 2043.","ai_generated":true,"unit":"issafri-000085#insight-1","date_modified":"2026-10-23"},{"text":"There is a wide disparity in 2023 annual energy use per person across African countries, ranging from high users like Libya (18.4 barrels of oil equivalent) and Mauritius (16.1) to low users like the Central African Republic (0.6) and Burundi (0.5).","ai_generated":true,"unit":"issafri-000085#insight-2","date_modified":"2026-10-23"},{"text":"Under the 'Current Path' forecast, energy demand in Africa is expected to reach 4.8 barrels per person by 2043.","ai_generated":true,"unit":"issafri-000085#insight-3","date_modified":"2026-10-23"},{"text":"Comparative 2023 data shows the average American uses 40.7 barrels of oil equivalent, while the average person in India uses 4.3; US demand is projected to decline to 37.7 barrels by 2043 due to energy efficiency improvements.","ai_generated":true,"unit":"issafri-000085#insight-4","date_modified":"2026-10-23"}],"climate_tags":["energy demand","energy efficiency"],"geography_discussed":["Libya","Mauritius","Central African Republic","Burundi","United States","India"],"frame_perspective":[],"analysis_type":["forecasting"]},{"id":"issafri-000254","url":"https://climateinsightsdirectory.org/document/issafri-000254","title":"Background note on Africa’s Current Path Energy Future to 2043","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"briefing","language":"en","date_published":"2023-11-09","source_url":"https://futures.issafrica.org/special-reports/guide.pdf?report=other/Energy&topic=07-hydro","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Africa possesses the world's highest untapped hydropower potential, yet only 11% of this capacity is currently installed. While large-scale projects like the Grand Ethiopian Renaissance Dam and the Julius Nyerere Hydropower Plant are advancing, growth is hindered by the need for extensive transmission networks in unstable regions and institutional failures. By 2043, hydropower is forecast to contribute 5.3% of the continent's energy production.","ai_generated":true,"unit":"issafri-000254#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Africa has the highest untapped hydropower potential globally, but only 37GW of installed capacity exists, representing approximately 11% of its total potential. In 2023, hydropower accounted for only 2.5% of the continent's energy production, or 0.16 BBOE.","ai_generated":true,"unit":"issafri-000254#insight-1","date_modified":"2026-10-23"},{"text":"Under the Current Path forecast, hydropower's contribution to Africa's energy production is expected to rise to 5.3% by 2043, which is equivalent to less than 0.5 BBOE.","ai_generated":true,"unit":"issafri-000254#insight-2","date_modified":"2026-10-23"},{"text":"The Grand Ethiopian Renaissance Dam (GERD), a US$5 billion project on the Blue Nile, is the third-largest hydroelectric facility globally by installed capacity and can generate nearly 6.5 GW at peak. Its completion has made Ethiopia the largest source of hydroelectric power in Africa, surpassing the DR Congo.","ai_generated":true,"unit":"issafri-000254#insight-3","date_modified":"2026-10-23"},{"text":"Other significant projects include the Julius Nyerere Hydropower Plant and Dam in Tanzania, designed to deliver 2.1 GW, and the Grand Inga scheme in the DR Congo. The larger Grand Inga project has been delayed since the 1950s due to corruption, inefficiencies, poor planning, and the requirement for transmission lines spanning thousands of kilometres to reach markets in Nigeria and South Africa.","ai_generated":true,"unit":"issafri-000254#insight-4","date_modified":"2026-10-23"},{"text":"A primary obstacle to the implementation of hydropower in Africa is the requirement for long transmission networks to move electricity, particularly through areas characterized as unstable.","ai_generated":true,"unit":"issafri-000254#insight-5","date_modified":"2026-10-23"}],"climate_tags":["hydropower","electric power transmission","renewable energy"],"geography_discussed":["Ethiopia","Sudan","Democratic Republic of the Congo","Tanzania","South Africa","Nigeria"],"frame_perspective":[],"analysis_type":["forecasting","infrastructure assessment"]},{"id":"issafri-000314","url":"https://climateinsightsdirectory.org/document/issafri-000314","title":"Background note on Africa’s Current Path Energy Future to 2043","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2023-11-09","source_url":"https://futures.issafrica.org/special-reports/guide.pdf?report=other/Energy&topic=09-carbon-emissions","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report projects that Africa's carbon emissions from fossil fuels will increase on its current development trajectory, eventually surpassing those of the EU, USA, India, and China by 2061 to become the world's major source of such emissions.","ai_generated":true,"unit":"issafri-000314#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Based on its current development trajectory, Africa is projected to become the primary global source of carbon emissions from fossil fuels. Its emissions are expected to exceed those of the European Union in 2034, the United States in 2049, India in 2055, and China in 2061.","ai_generated":true,"unit":"issafri-000314#insight-1","date_modified":"2026-10-23"}],"climate_tags":["carbon dioxide emissions","fossil fuel"],"geography_discussed":["European Union","United States","India","People's Republic of China"],"frame_perspective":[],"analysis_type":["forecasting"]},{"id":"issafri-000323","url":"https://climateinsightsdirectory.org/document/issafri-000323","title":"Background note on Africa’s Current Path Energy Future to 2043","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2023-11-09","source_url":"https://futures.issafrica.org/special-reports/guide.pdf?report=other/Energy&topic=01-history","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes global and African energy trends, forecasting a significant increase in energy demand driven by population growth. It details the slow decline of fossil fuels and predicts specific transition points where renewables and gas will overtake other energy sources in both global and African contexts.","ai_generated":true,"unit":"issafri-000323#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global energy demand is projected to grow faster than the population, increasing from 94.8 BBOE in 2023 to 124.1 BBOE by 2043, which represents a 31% increase compared to a 15% population increase.","ai_generated":true,"unit":"issafri-000323#insight-1","date_modified":"2026-10-23"},{"text":"Fossil fuels (oil, coal, and gas) have maintained a share of over 80% of global energy production for the last twenty years, and this share is decreasing more slowly than is necessary to prevent rapid climate change.","ai_generated":true,"unit":"issafri-000323#insight-2","date_modified":"2026-10-23"},{"text":"Global energy production is expected to reach several transition points by 2043: gas production is forecast to overtake coal in 2026 and oil in 2031, while 'other renewables' are expected to overtake nuclear in 2024 and coal in 2040.","ai_generated":true,"unit":"issafri-000323#insight-3","date_modified":"2026-10-23"},{"text":"In Africa, energy production is dominated by oil (45.8%) and gas (32.3%) as of 2023. Forecasts indicate gas will overtake oil in 2028, and other renewables will overtake hydro in 2033 and coal in 2042.","ai_generated":true,"unit":"issafri-000323#insight-4","date_modified":"2026-10-23"},{"text":"Driven by population growth, Africa's share of global energy demand is projected to rise from 4.35% in 2019 to 14.82% by 2063, with its demand expected to exceed that of the EU27 in 2043.","ai_generated":true,"unit":"issafri-000323#insight-5","date_modified":"2026-10-23"}],"climate_tags":["energy demand","fossil fuel","petroleum","natural gas","coal","nuclear power","hydroelectricity","solar energy","wind power","renewable energy","energy efficiency","climate change"],"geography_discussed":["EU27","United States","India","People's Republic of China"],"frame_perspective":[],"analysis_type":["forecasting","trend analysis"]},{"id":"iisd-001829","url":"https://climateinsightsdirectory.org/document/iisd-001829","title":"Natural Infrastructure and Prairie Prosperity","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2023-11","source_url":"https://www.iisd.org/system/files/2023-11/natural-infrastructure-prairie-prosperity.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report assesses the economic impact of natural infrastructure in Alberta, Saskatchewan, and Manitoba, estimating that the sector supported over 58,500 jobs and contributed CAD 7 billion to GDP in 2022. It projects that additional annual investments of CAD 40 million to CAD 100 million could increase direct employment by 18% to 26% and direct GDP by 10% to 16% by 2030, enhancing climate resilience against floods and droughts.","ai_generated":true,"unit":"iisd-001829#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In 2022, the natural infrastructure sector in the Canadian Prairies directly employed 33,454 people and contributed CAD 4.1 billion to the region's GDP. When including indirect and induced economic activity, the sector supported 58,553 jobs and contributed CAD 7 billion to GDP.","ai_generated":true,"unit":"iisd-001829#insight-1","date_modified":"2026-10-23"},{"text":"Alberta is the primary economic driver of the sector in the region, accounting for approximately 65% of direct jobs and 71% of direct GDP generated by natural infrastructure across the three Prairie provinces.","ai_generated":true,"unit":"iisd-001829#insight-2","date_modified":"2026-10-23"},{"text":"Under a 'Business as Usual' (BAU) scenario based on historical growth, total direct jobs in the Canadian Prairies are projected to increase by 13% to 37,823 by 2030, while direct GDP is expected to grow by 6% to reach CAD 4.4 billion.","ai_generated":true,"unit":"iisd-001829#insight-3","date_modified":"2026-10-23"},{"text":"An intermediate investment scenario involving an additional annual investment of CAD 40 million across the Prairies could increase direct sector jobs by 18% and direct GDP by 10% by 2030.","ai_generated":true,"unit":"iisd-001829#insight-4","date_modified":"2026-10-23"},{"text":"A 'Stretch Growth' scenario with an additional annual investment of CAD 100 million could boost direct sector jobs by 26% and direct GDP by 16% by 2030.","ai_generated":true,"unit":"iisd-001829#insight-5","date_modified":"2026-10-23"},{"text":"Natural infrastructure serves as a climate-resilient tool to bridge the water infrastructure funding gap, particularly in the Prairies, which is a global climate change hotspot where warming exceeds the global average.","ai_generated":true,"unit":"iisd-001829#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","water management","climate resilience","carbon sequestration","nature-based solutions","economic development"],"geography_discussed":["British Columbia","Ontario","Canada"],"frame_perspective":[],"analysis_type":["economic impact assessment","scenario analysis","forecasting"]},{"id":"iisd-001830","url":"https://climateinsightsdirectory.org/document/iisd-001830","title":"Natural Infrastructure and Prairie Prosperity","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2023-11","source_url":"https://www.iisd.org/system/files/2023-11/natural-infrastructure-prairie-prosperity-appendix.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report establishes a statistical framework for the natural infrastructure sector in the Canadian Prairies, dividing it into watershed management, municipal natural infrastructure, education/training, and regulatory/public administration. Using 2022 as a baseline, it projects that a 'Stretch Growth' scenario involving CAD 100 million annual investment would increase total jobs in the region to 73,420 and total GDP to CAD 8.2 billion by 2030.","ai_generated":true,"unit":"iisd-001830#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The natural infrastructure sector in the Canadian Prairies is categorized into four distinct subsectors: watershed management, municipal natural infrastructure, education, training, and capacity building, and regulatory and public administration.","ai_generated":true,"unit":"iisd-001830#insight-1","date_modified":"2026-10-23"},{"text":"In 2022, the combined natural infrastructure sector across the Prairie provinces supported 33,454 direct jobs and contributed CAD 4.14 billion in direct GDP; when indirect and induced effects are included, these figures rise to 58,553 jobs and CAD 7.09 billion in GDP.","ai_generated":true,"unit":"iisd-001830#insight-2","date_modified":"2026-10-23"},{"text":"Under a 'Business-As-Usual' (BAU) scenario, the sector is projected to grow by 13% in direct jobs and 6% in direct GDP by 2030, reaching 37,823 direct jobs and CAD 4.4 billion in direct GDP.","ai_generated":true,"unit":"iisd-001830#insight-3","date_modified":"2026-10-23"},{"text":"A 'Stretch Growth' scenario, based on a total annual investment of CAD 100 million across the three provinces, is projected to result in 42,147 direct jobs and CAD 4.8 billion in direct GDP by 2030, representing a 26% and 16% increase respectively over the 2022 baseline.","ai_generated":true,"unit":"iisd-001830#insight-4","date_modified":"2026-10-23"},{"text":"Alberta possesses the largest natural infrastructure sector of the three provinces; in 2022, it accounted for 21,823 direct jobs and CAD 2.96 billion in direct GDP.","ai_generated":true,"unit":"iisd-001830#insight-5","date_modified":"2026-10-23"},{"text":"In Manitoba, a 'Stretch Growth' scenario with CAD 25 million annual investment is projected to generate CAD 737 million in direct GDP and support 7,244 direct jobs by 2030.","ai_generated":true,"unit":"iisd-001830#insight-6","date_modified":"2026-10-23"},{"text":"In Saskatchewan, the 'Intermediate Growth' scenario (CAD 10 million annual investment) is projected to increase the direct job count by 39% and GDP by 30% compared to 2022.","ai_generated":true,"unit":"iisd-001830#insight-7","date_modified":"2026-10-23"}],"climate_tags":["green infrastructure","nature-based solutions","climate resilience","ecological restoration","urban heat island","biodiversity","climate finance"],"geography_discussed":["Oregon","United States","Mexico","Canada"],"frame_perspective":[],"analysis_type":["economic impact assessment","scenario analysis","forecasting"]},{"id":"issafri-000206","url":"https://climateinsightsdirectory.org/document/issafri-000206","title":"Stagnation or Growth? Algeria’s development pathway to 2040","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2023-06-08","source_url":"https://futures.issafrica.org/special-reports/guide.pdf?report=country/algeria&topic=08-agriculture","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines Algeria's agricultural stagnation, highlighting low productivity, heavy reliance on food imports, and severe water stress. It details how climate change—manifesting as rising temperatures, reduced rainfall, and sea-level rise—threatens food security and regional stability. The document argues that intensification and the removal of unsustainable water and energy subsidies are necessary to improve efficiency and transition toward cleaner energy.","ai_generated":true,"unit":"issafri-000206#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Algeria's agricultural sector is characterized by low productivity and limited arable land, with only about 8.4 million hectares (less than 4% of total land area) available. While the sector's absolute contribution is forecast to grow from €40.9 billion in 2020 to €50.2 billion by 2040, its share of GDP is projected to decline. Yields remain low at 3 metric tons per hectare, significantly trailing the average for lower middle-income Africa (5.2 tons per hectare).","ai_generated":true,"unit":"issafri-000206#insight-1","date_modified":"2026-10-23"},{"text":"The country faces a 'double risk' of commodity vulnerability due to its heavy dependence on both hydrocarbon exports and food imports. Food imports were valued at approximately €6.7 billion in 2017, and food comprises about 20% of an annual import bill of approximately €46 billion. This dependence leaves Algeria susceptible to international supply chain disruptions and price shocks.","ai_generated":true,"unit":"issafri-000206#insight-2","date_modified":"2026-10-23"},{"text":"Water resources are under extreme stress, with agriculture consuming the majority of demand (5.4 km out of 8.3 km). The report highlights an unsustainable subsidy system where subsidized electricity is used for desalination, and the resulting water is further subsidized. This policy is described as stalling the transition to cleaner energy.","ai_generated":true,"unit":"issafri-000206#insight-3","date_modified":"2026-10-23"},{"text":"Climate change poses severe threats to Algeria, including temperature increases and precipitation declines. Northern Algeria recorded a 0.5 °C rise between 1931–1990 and could see a 1 °C increase by 2020, with a 2 °C rise expected by 2050. Rainfall is projected to decrease by 5–13%. Additionally, sea-level rise threatens the coast where 69% of the population resides, potentially causing population displacement.","ai_generated":true,"unit":"issafri-000206#insight-4","date_modified":"2026-10-23"}],"climate_tags":["agriculture","climate change","water security","food security","sea level rise","drought","energy transition","renewable energy","subsidy"],"geography_discussed":["North Africa","Libya","Ouargla"],"frame_perspective":[],"analysis_type":["forecasting","economic assessment","vulnerability analysis"]},{"id":"issafri-001866","url":"https://climateinsightsdirectory.org/document/issafri-001866","title":"Stagnation or Growth? Algeria’s development pathway to 2040","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2023-06-08","source_url":"https://futures.issafrica.org/special-reports/country/algeria/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies poor governance, hydrocarbon dependence, and an unsustainable subsidy system as primary barriers to Algeria's growth. It projects a modest GDP growth rate of 1.8% between 2020 and 2040 under the 'Current Path' but proposes an 'Algerian Dream' scenario based on four reform pillars: improved governance, economic transformation, investment in the knowledge economy, and a transition to sustainable agriculture and renewable energy.","ai_generated":true,"unit":"issafri-001866#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The economy is heavily dependent on hydrocarbons, which account for nearly 30% of GDP, 65% of budget revenues, and over 85% of exports. This dependence makes the country vulnerable to oil price volatility and has hindered economic diversification.","ai_generated":true,"unit":"issafri-001866#insight-1","date_modified":"2026-10-23"},{"text":"Algeria maintains an extensive and unsustainable subsidy system for food, energy, and water. While these subsidies have ensured social stability, they create price distortions, encourage smuggling, and primarily benefit the middle and upper classes rather than the poor.","ai_generated":true,"unit":"issafri-001866#insight-2","date_modified":"2026-10-23"},{"text":"The country faces severe water stress and vulnerability to climate change. Northern Algeria has already seen a temperature rise of 0.5 °C, and future warming is expected to reduce agricultural yields and freshwater availability.","ai_generated":true,"unit":"issafri-001866#insight-3","date_modified":"2026-10-23"},{"text":"There is a significant mismatch between the skills produced by the education system and the needs of the labour market, contributing to high unemployment. While primary education is universal, there are significant 'leakages' in the secondary system.","ai_generated":true,"unit":"issafri-001866#insight-4","date_modified":"2026-10-23"},{"text":"Algeria's trade is heavily skewed toward the European Union, despite high trade complementarity with the Maghreb region. Intra-regional trade in the Maghreb is among the lowest in the world, at approximately 5% of total trade.","ai_generated":true,"unit":"issafri-001866#insight-5","date_modified":"2026-10-23"},{"text":"The informal economy is pervasive, with an estimated 57% of Algerians engaged in informal activity, contributing approximately 40% to the GDP.","ai_generated":true,"unit":"issafri-001866#insight-6","date_modified":"2026-10-23"},{"text":"The report's 'Algerian Dream' scenario suggests that combining reforms in governance, economic diversification, knowledge investment, and sustainability could make the economy €103.2 billion larger by 2040 compared to the Current Path.","ai_generated":true,"unit":"issafri-001866#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change","renewable energy","solar energy","wind power","water management","food security","agriculture","economic diversity","climate finance","governance"],"geography_discussed":["European Union","Tunisia","Libya","Niger","Mali","Morocco","Mauritania","Egypt"],"frame_perspective":[],"analysis_type":["forecasting","scenario analysis","policy assessment"]},{"id":"issafri-000011","url":"https://climateinsightsdirectory.org/document/issafri-000011","title":"Development prospects for the Horn of Africa countries to 2040","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2023-06-07","source_url":"https://futures.issafrica.org/special-reports/region/horn-of-africa/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Horn of Africa faces severe challenges including governance failure, chronic food insecurity, and high poverty rates, with no countries on track to eliminate extreme poverty by 2030. The region is characterized by a very young population and high dependence on rain-fed agriculture, which is increasingly threatened by climate change and conflict. While Ethiopia and Sudan dominate the regional GDP, most nations suffer from poor infrastructure and dysfunctional health and education systems. The report models an 'Integrated Development Push' scenario involving improvements in governance, agriculture, and human capital, which could significantly increase regional GDP and reduce extreme poverty by 2040.","ai_generated":true,"unit":"issafri-000011#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"No countries in the Horn of Africa are currently on track to meet the Sustainable Development Goal of eliminating extreme poverty by 2030.","ai_generated":true,"unit":"issafri-000011#insight-1","date_modified":"2026-10-23"},{"text":"The region's economy is highly concentrated, with Sudan and Ethiopia accounting for 89% of the total GDP of the Horn.","ai_generated":true,"unit":"issafri-000011#insight-2","date_modified":"2026-10-23"},{"text":"The Horn of Africa has an exceptionally young demographic, with Somalia having the second highest fertility rate globally (6.1 children per woman), which hinders the realization of a demographic dividend.","ai_generated":true,"unit":"issafri-000011#insight-3","date_modified":"2026-10-23"},{"text":"Agriculture is the primary livelihood for the majority, but the region is highly food insecure due to recurrent droughts and conflict; import dependence on crops is projected to rise from 10.6% to 25.8% by 2040.","ai_generated":true,"unit":"issafri-000011#insight-4","date_modified":"2026-10-23"},{"text":"Climate change is increasing the risk of conflict in the region, with projected increases of up to 30% in Sudan and South Sudan, and up to 50% in Somalia by 2030 due to rising temperatures.","ai_generated":true,"unit":"issafri-000011#insight-5","date_modified":"2026-10-23"},{"text":"Infrastructure is severely lacking, with electricity access in 2019 at only 45% for the region, and South Sudan recording the lowest access rate at 21.3%.","ai_generated":true,"unit":"issafri-000011#insight-6","date_modified":"2026-10-23"},{"text":"The region is a major source of global displacement, hosting approximately 8.5 million forcibly displaced people, including 6 million internally displaced persons and 2.5 million refugees.","ai_generated":true,"unit":"issafri-000011#insight-7","date_modified":"2026-10-23"},{"text":"External finance is dominated by aid and investment from Gulf countries, which provided US$13 billion in investments and US$6.6 billion in official development assistance between 2000 and 2017.","ai_generated":true,"unit":"issafri-000011#insight-8","date_modified":"2026-10-23"},{"text":"The 'Integrated Development Push' scenario, combining governance, agriculture, and human capital improvements, could increase regional GDP by US$212.9 billion and reduce the average poverty rate to 6.5% by 2040.","ai_generated":true,"unit":"issafri-000011#insight-9","date_modified":"2026-10-23"}],"climate_tags":["agriculture","climate change","food insecurity","drought","renewable energy","water security","hydroelectricity","wind energy","solar energy"],"geography_discussed":["Egypt","Kenya","Uganda"],"frame_perspective":[],"analysis_type":["forecasting","scenario analysis","socio-economic assessment"]},{"id":"issafri-000015","url":"https://climateinsightsdirectory.org/document/issafri-000015","title":"Development pathways for the DRC to 2050","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2023-06-07","source_url":"https://futures.issafrica.org/special-reports/country/drc/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the DRC's development challenges, including endemic corruption, high fertility rates, and severe infrastructure deficits. It argues that while the country possesses immense mineral and agricultural wealth, it suffers from the 'paradox of plenty.' The analysis suggests that a comprehensive strategy combining improved governance, human capital investment, agricultural intensification, and economic diversification could significantly reduce extreme poverty and increase GDP by 2050 compared to the current trajectory.","ai_generated":true,"unit":"issafri-000015#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The DRC exhibits a 'paradox of plenty,' where immense natural resources coexist with extreme poverty and low development indicators. More than 70% of the population lives in extreme poverty, and the country ranks 179th of 189 countries on the Human Development Index.","ai_generated":true,"unit":"issafri-000015#insight-1","date_modified":"2026-10-23"},{"text":"Governance is characterized by systemic corruption and rent-seeking elites who prioritize personal and ethnic allegiances over sustainable development. The state has historically failed to implement decentralization, with the central government transferring only 6%–7% of taxes to provinces between 2007 and 2013, despite a constitutional requirement of 40%.","ai_generated":true,"unit":"issafri-000015#insight-2","date_modified":"2026-10-23"},{"text":"High fertility rates—third globally at 5.9 children per woman in 2019—and rapid population growth are significant obstacles to human development. The population is projected to double by 2045, and the DRC is expected to become the second most populous country in Africa after Nigeria by 2050.","ai_generated":true,"unit":"issafri-000015#insight-3","date_modified":"2026-10-23"},{"text":"The country faces a critical infrastructure deficit, particularly in electricity and transport. Only 21% of the population had electricity access in 2019, and only 2% of the total road network is paved. This deficit impedes productivity and the physical integration of the state.","ai_generated":true,"unit":"issafri-000015#insight-4","date_modified":"2026-10-23"},{"text":"The economy is overly dependent on the extractive sector, specifically copper and cobalt, making it highly vulnerable to global commodity price shocks. In 2018, mining and hydrocarbons accounted for 99.1% of total exports, while agricultural products represented only 0.8%.","ai_generated":true,"unit":"issafri-000015#insight-5","date_modified":"2026-10-23"},{"text":"Despite having the largest available farmland in Africa (80 million hectares), the DRC suffers from widespread food insecurity and malnutrition. 43% of children under five suffer from chronic malnutrition, and the country remains a net food importer with a food trade deficit of US$1.5 billion per year.","ai_generated":true,"unit":"issafri-000015#insight-6","date_modified":"2026-10-23"},{"text":"The 'Current Path' forecast predicts that the DRC will fail to meet the 2030 Sustainable Development Goals for extreme poverty, with approximately 69% of the population still living on less than US$1.90 per day by 2030.","ai_generated":true,"unit":"issafri-000015#insight-7","date_modified":"2026-10-23"},{"text":"A 'comprehensive scenario' combining improved governance, infrastructure, human capital, and agricultural development could drastically alter the country's trajectory. By 2050, this combined approach could reduce the poverty rate to 9.6% (compared to 34.5% on the Current Path) and increase GDP by US$339 billion.","ai_generated":true,"unit":"issafri-000015#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change","agriculture","food security","hydroelectricity","renewable energy","solar energy","wind power","deforestation","extractive industry","economic diversity","governance","poverty reduction","infrastructure"],"geography_discussed":["Africa","Kinshasa","North Kivu","South Kivu","Ituri Province","Haut-Uele","Tanganyika Province","Lualaba Province","Haut-Katanga Province","Kasaï-Occidental"],"frame_perspective":[],"analysis_type":["forecasting","scenario analysis","economic assessment"]},{"id":"issafri-000124","url":"https://climateinsightsdirectory.org/document/issafri-000124","title":"DEVELOPMENT PATHWAYS FOR THE DRC TO 2050: SPECIAL REPORT","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2023-05-15","source_url":"https://futures.issafrica.org/special-reports/guide.pdf?report=country/drc&topic=06-education","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The DRC's education system is a hybrid of public and religious schools, showing improvements in adult literacy and gender parity, particularly in primary education. However, the system suffers from low completion rates, poor educational quality, and significant underfunding, with government spending at 2.5% of GDP in 2019. While the 2019 implementation of free primary education has increased access for 2.5 million children, concerns remain regarding the government's capacity to fund the estimated US$1 billion annual cost. The World Bank has provided US$1 billion in loans and grants to support education and health, specifically targeting the poorest provinces.","ai_generated":true,"unit":"issafri-000124#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The DRC has seen a rise in adult literacy (ages 15+) from 61.2% in 2007 to 79.5% in 2019, with forecasts suggesting a rate of 98% by 2050.","ai_generated":true,"unit":"issafri-000124#insight-1","date_modified":"2026-10-23"},{"text":"Educational completion rates are very low across all levels, with approximately half of university students dropping out before their third year. Key obstacles include malnutrition, the transition from mother tongues to French, and financial constraints, which 64% of households cited as the primary barrier in 2018.","ai_generated":true,"unit":"issafri-000124#insight-2","date_modified":"2026-10-23"},{"text":"Free primary education in public schools was implemented in September 2019, granting access to an additional 2.5 million children. However, this creates a funding challenge for the government, as costs for teachers' salaries and other expenses are estimated to exceed US$1 billion annually.","ai_generated":true,"unit":"issafri-000124#insight-3","date_modified":"2026-10-23"},{"text":"Gender parity in education has improved, most notably in primary education where the parity ratio rose from 0.81 in 2007 to 0.99 in 2019. Secondary parity rose from 0.5 to 0.70, and tertiary parity improved from 0.35 to roughly 0.60 in the same period.","ai_generated":true,"unit":"issafri-000124#insight-4","date_modified":"2026-10-23"},{"text":"The quality of education in the DRC is poor, ranking 40th out of 44 African countries. This is attributed to a shortage of skilled teachers, obsolete equipment, and overcrowded classrooms. The sector is underfunded, with 2019 government spending at 2.5% of GDP, compared to a sub-Saharan African average of 4.3%.","ai_generated":true,"unit":"issafri-000124#insight-5","date_modified":"2026-10-23"},{"text":"In June 2020, the World Bank approved US$1 billion in loans and grants, with US$800 million dedicated to the free primary education programme in the poorest provinces, including Kinshasa, East, and Centre, and US$200 million for health emergencies in 14 provinces.","ai_generated":true,"unit":"issafri-000124#insight-6","date_modified":"2026-10-23"}],"climate_tags":["gender equality","higher education"],"geography_discussed":["Kinshasa","Africa"],"frame_perspective":[],"analysis_type":["descriptive","forecasting"]},{"id":"issafri-000127","url":"https://climateinsightsdirectory.org/document/issafri-000127","title":"Development prospects for the Horn of Africa countries to 2040","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2023-05-15","source_url":"https://futures.issafrica.org/special-reports/guide.pdf?report=region/horn-of-africa&topic=06-poverty","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes multidimensional and income-based poverty across the Horn of Africa, noting that while the region is projected to see a decline in average poverty rates to 12% by 2040, it will fail to meet the 2030 Sustainable Development Goals for eradicating extreme poverty. It highlights severe disparities, with South Sudan and Somalia facing extreme poverty driven by conflict and weak governance, while Ethiopia has shown significant progress in poverty reduction despite ongoing regional conflict.","ai_generated":true,"unit":"issafri-000127#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Horn of Africa countries are not on a trajectory to achieve the 2030 Sustainable Development Goals (SDGs) regarding the eradication of extreme poverty. While the average regional poverty rate was approximately 33.6% (60 million people) in 2019, it is projected to drop to 25% by 2030 and 12% by 2040.","ai_generated":true,"unit":"issafri-000127#insight-1","date_modified":"2026-10-23"},{"text":"Multidimensional poverty is extremely high in the region, particularly in South Sudan, where 92% of the population is multidimensionally poor and 74.3% face severe multidimensional poverty. Ethiopia and Somalia also report multidimensional poverty rates exceeding 80%, while Djibouti has the lowest rate at 34.6%.","ai_generated":true,"unit":"issafri-000127#insight-2","date_modified":"2026-10-23"},{"text":"Poverty drivers vary by country: in Somalia, they include \"weak governance and insecurity, absence of the rule of law, and conflict and political instability\"; in Sudan, \"rampant government corruption and unemployment\" are primary causes; and in South Sudan, conflict and a reliance on oil over agriculture hinder inclusive growth.","ai_generated":true,"unit":"issafri-000127#insight-3","date_modified":"2026-10-23"},{"text":"South Sudan's government prioritizes military spending over social services, with security payrolls accounting for 58% of total government expenditure and military spending rising from 6% of GDP in 2011 to nearly 21% in 2018.","ai_generated":true,"unit":"issafri-000127#insight-4","date_modified":"2026-10-23"},{"text":"The Horn of Africa generally has lower average income inequality than other low-income African countries, with a 2019 Gini index average of 0.36 (36%) compared to 41.8% for other low-income African nations. Sudan and Ethiopia have the lowest levels of inequality in the region.","ai_generated":true,"unit":"issafri-000127#insight-5","date_modified":"2026-10-23"}],"climate_tags":["Sustainable Development Goals","economic diversity","agriculture","drought"],"geography_discussed":["South Sudan","Djibouti","Ethiopia","Somalia","Sudan","Eritrea","Tigray Region","Khartoum City","Darfur"],"frame_perspective":[],"analysis_type":["forecasting","socio-economic analysis"]},{"id":"issafri-000170","url":"https://climateinsightsdirectory.org/document/issafri-000170","title":"Development pathways for the DRC to 2050","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2023-05-15","source_url":"https://futures.issafrica.org/special-reports/guide.pdf?report=country/drc&topic=10-agriculture-and-climate-change","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The DR Congo possesses 80 million hectares of arable land, yet only 10% is cultivated, leaving the country as a net food importer with an annual food trade deficit of US$1.5 billion. On its current path, food import dependence is projected to reach approximately 60% of domestic demand by 2050. Agricultural productivity, which fell to 60% of its 1960 levels by 2006, is further threatened by climate change, specifically through heavy rain and flood events causing soil erosion. Recovery efforts include a US$75 million World Bank project, FAO seed distribution, and USAID's Food for Peace programme.","ai_generated":true,"unit":"issafri-000170#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The DR Congo has significant untapped agricultural potential with 80 million hectares of arable land, but only 10% is currently cultivated. Despite this, the country lacks food independence, suffers from widespread malnutrition, and maintains a yearly food trade deficit of US$1.5 billion.","ai_generated":true,"unit":"issafri-000170#insight-1","date_modified":"2026-10-23"},{"text":"Agricultural productivity has declined significantly due to violent conflicts since the 1990s; by 2006, it had dropped to 60% of the levels recorded at independence in 1960.","ai_generated":true,"unit":"issafri-000170#insight-2","date_modified":"2026-10-23"},{"text":"Projections indicate that if the country remains on its current path, food import dependence will increase to approximately 60% of the country's food demand by 2050.","ai_generated":true,"unit":"issafri-000170#insight-3","date_modified":"2026-10-23"},{"text":"Climate change is expected to worsen food insecurity and weaken agricultural productivity, with current observable effects including soil erosion and degradation caused by flood events and heavy rain.","ai_generated":true,"unit":"issafri-000170#insight-4","date_modified":"2026-10-23"},{"text":"Several international and domestic initiatives are targeting agricultural improvement, including a US$75 million World Bank grant for the Agriculture Rehabilitation and Recovery Support Project, FAO's work on high-quality seeds, USAID's Food for Peace (FFP) programme, and the allocation of 33,000 hectares of land for food crops by President Tshisekedi.","ai_generated":true,"unit":"issafri-000170#insight-5","date_modified":"2026-10-23"}],"climate_tags":["agriculture","food security","climate change","soil erosion","flood","sustainable agriculture"],"geography_discussed":["Africa"],"frame_perspective":[],"analysis_type":["forecasting","sectoral assessment"]},{"id":"issafri-000177","url":"https://climateinsightsdirectory.org/document/issafri-000177","title":"Development pathways for the DRC to 2050","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2023-05-15","source_url":"https://futures.issafrica.org/special-reports/guide.pdf?report=country/drc&topic=05-poverty-and-inequality","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The DR Congo faces exceptionally high levels of extreme and multidimensional poverty, with forecasts suggesting it will fail to meet 2030 Sustainable Development Goals on its current path. Despite modest declines in extreme poverty between 2005 and 2018, the country remains one of the world's poorest, with significant regional variations and a growing urban poverty phenomenon.","ai_generated":true,"unit":"issafri-000177#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Democratic Republic of Congo has one of the highest concentrations of extreme poverty globally. In 2018, the World Bank estimated the extreme poverty rate at 73%, and the country is home to approximately 60 million people living in extreme poverty, the second highest number in sub-Saharan Africa after Nigeria.","ai_generated":true,"unit":"issafri-000177#insight-1","date_modified":"2026-10-23"},{"text":"Poverty in the DR Congo is multidimensional, extending beyond income to include lack of education, health services, electricity, and clean water. The global Multidimensional Poverty Index indicates that 64.5% of the population is multidimensionally poor, with 36.8% experiencing severe multidimensional poverty.","ai_generated":true,"unit":"issafri-000177#insight-2","date_modified":"2026-10-23"},{"text":"Current development forecasts indicate the DR Congo will not achieve the 2030 Sustainable Development Goals for eradicating extreme poverty. On the 'Current Path', extreme poverty is projected to affect 69% of the population (approximately 86 million people) by 2030, and 34.5% (nearly 72 million people) by 2050.","ai_generated":true,"unit":"issafri-000177#insight-3","date_modified":"2026-10-23"},{"text":"Poverty trends vary by geography and urban-rural divide. Between 2005 and 2012, extreme poverty declined in Equateur, Kivu, and former Orientale provinces (-16% to -21%) but increased in Maniema and Kasaï provinces (+8.6% to +23.3%). Additionally, poverty has become more of an urban phenomenon, as rural poverty rates declined faster than urban rates between 2005 and 2012.","ai_generated":true,"unit":"issafri-000177#insight-4","date_modified":"2026-10-23"},{"text":"Income inequality in the DR Congo is relatively high, with a Gini index of 42.1 in 2012 and a forecast of 42.4 in 2019. Root causes of poverty include poor governance, infrastructure shortages, high fertility rates, low schooling, and armed conflicts.","ai_generated":true,"unit":"issafri-000177#insight-5","date_modified":"2026-10-23"}],"climate_tags":["Sustainable Development Goals","economic growth","governance"],"geography_discussed":["Nigeria","India","Ethiopia","Bangladesh","sub-Saharan Africa","Équateur","Kivu","Orientale Province","Maniema","Kasaï","Kinshasa"],"frame_perspective":[],"analysis_type":["forecasting","statistical analysis"]},{"id":"issafri-000301","url":"https://climateinsightsdirectory.org/document/issafri-000301","title":"DEVELOPMENT PATHWAYS FOR THE DRC TO 2050","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2023-05-15","source_url":"https://futures.issafrica.org/special-reports/guide.pdf?report=country/drc&topic=07-health","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The health system in the Democratic Republic of Congo (DRC) is characterized by a near-collapse due to conflict and mismanagement, with a high reliance on non-state actors and significant out-of-pocket costs for households. While life expectancy and mortality rates for infants and mothers have improved since 1990, the DRC continues to lag behind other low-income countries and is projected to miss 2030 Sustainable Development Goals for maternal and infant mortality. Severe child malnutrition remains a critical issue, with 43% of children under five suffering from chronic malnutrition. The country is expected to undergo an epidemiological transition in 2030, shifting from a dominance of communicable diseases—such as malaria, which causes 80% of deaths in children under five—to non-communicable diseases. Government health spending remains extremely low, at less than 4% of GDP as of 2017.","ai_generated":true,"unit":"issafri-000301#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The DRC health system has nearly collapsed due to mismanagement, lack of investment, and decades of conflict, resulting in a high dependency on non-state actors. In 2013, religious organisations managed 45% of hospitals, while the government managed 44% and private firms 11%.","ai_generated":true,"unit":"issafri-000301#insight-1","date_modified":"2026-10-23"},{"text":"Access to healthcare is severely limited by funding gaps, corruption, and geography; 74% of the population live more than 5 km from a health centre. Households bear a disproportionate financial burden, funding 60%–70% of healthcare costs, significantly higher than the world average of 46%.","ai_generated":true,"unit":"issafri-000301#insight-2","date_modified":"2026-10-23"},{"text":"Despite improvements in life expectancy (increasing from 53.7 years in 1990 to 62.5 in 2019) and reductions in infant and maternal mortality, the DRC is falling further behind other low-income countries and is projected to fail to meet the 2030 Sustainable Development Goals for these indicators.","ai_generated":true,"unit":"issafri-000301#insight-3","date_modified":"2026-10-23"},{"text":"Child malnutrition is a severe crisis in the DRC, with 43% of children under five experiencing chronic malnutrition and 43% being stunted. This rate of stunting is significantly higher than the African average of 30% and the global average of 21.9%.","ai_generated":true,"unit":"issafri-000301#insight-4","date_modified":"2026-10-23"},{"text":"The DRC is projected to reach its epidemiological transition in 2030, when deaths from non-communicable diseases will begin to exceed those from communicable diseases. Currently, communicable diseases are the primary cause of death for youth and children under five, with malaria accounting for 80% of deaths in the latter group.","ai_generated":true,"unit":"issafri-000301#insight-5","date_modified":"2026-10-23"},{"text":"Government investment in health is among the lowest globally and fails to meet the Abuja Declaration target of 15% of GDP. In 2017, government healthcare expenditure was less than 4% of GDP, amounting to approximately US$2.00 per capita.","ai_generated":true,"unit":"issafri-000301#insight-6","date_modified":"2026-10-23"}],"climate_tags":["public health","Sustainable Development Goals"],"geography_discussed":["Africa","World"],"frame_perspective":[],"analysis_type":["trend analysis","forecasting","comparative analysis"]},{"id":"issafri-001873","url":"https://climateinsightsdirectory.org/document/issafri-001873","title":"Development prospects for the Horn of Africa countries to 2040","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2023-05-15","source_url":"https://futures.issafrica.org/special-reports/guide.pdf?report=region/horn-of-africa&topic=07-health","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The health systems of the Horn of Africa are severely strained by conflict, insecurity, and drought, leading to high rates of malnutrition and maternal and child mortality. While life expectancy has generally increased, the region struggles to meet SDG targets, with a dual burden of persistent communicable diseases and steady rates of non-communicable diseases and injuries.","ai_generated":true,"unit":"issafri-001873#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Child mortality rates in the Horn of Africa have decreased, but the region is not on track to meet the 2030 SDG target for eliminating child deaths, and the COVID-19 pandemic threatens to reverse existing gains.","ai_generated":true,"unit":"issafri-001873#insight-1","date_modified":"2026-10-23"},{"text":"Malnutrition is a critical driver of child mortality across the region. In Djibouti, 35% of children's deaths before age five are linked to malnutrition, while in Ethiopia, 28% of child deaths are associated with undernutrition.","ai_generated":true,"unit":"issafri-001873#insight-2","date_modified":"2026-10-23"},{"text":"Severe food insecurity and malnutrition are persistent in South Sudan and Sudan. In South Sudan, malnutrition increased to 16% in 2019, exceeding the 15% emergency threshold. Sudan is among 14 countries containing 80% of the world's stunted children.","ai_generated":true,"unit":"issafri-001873#insight-3","date_modified":"2026-10-23"},{"text":"Maternal mortality rates (MMR) remain high and are not on track to meet the SDG target of fewer than 70 per 100,000 live births. Somalia and South Sudan report particularly high rates, with 2018 estimates for Somalia at 732 and 2017 estimates for South Sudan at 1,250 per 100,000 live births.","ai_generated":true,"unit":"issafri-001873#insight-4","date_modified":"2026-10-23"},{"text":"Average life expectancy for the six countries was 65.9 years in 2020, showing a 16-year increase since 1990. However, by 2040, Somalia and South Sudan are projected to have a life expectancy of around 65, which is approximately six percentage points below the regional and continental averages.","ai_generated":true,"unit":"issafri-001873#insight-5","date_modified":"2026-10-23"},{"text":"The region faces a dual health burden: while communicable diseases like diarrhoea and tuberculosis are projected to decline gradually, non-communicable diseases and deaths from injuries (such as road accidents and conflict) are expected to remain steady.","ai_generated":true,"unit":"issafri-001873#insight-6","date_modified":"2026-10-23"}],"climate_tags":["food insecurity","drought","public health infrastructure"],"geography_discussed":["Djibouti","Eritrea","Ethiopia","Somalia","South Sudan","Sudan"],"frame_perspective":[],"analysis_type":["forecasting","health assessment"]}]}