{"query_echo":{"q":"","filters":{},"warnings":[]},"total":{"value":42390,"relation":"eq"},"page":18,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?page=18","next":"https://climateinsightsdirectory.org/api/v1/search?page=19","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-000175","url":"https://climateinsightsdirectory.org/document/issafri-000175","title":"Zimbabwe: Introduction","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"research paper","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=ZW&topic=01-introduction","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document introduces Zimbabwe as a landlocked, lower-middle-income country in Southern Africa. It details the nation's administrative structure, its membership in regional bodies like SADC and the AU, and its ethnic makeup, which is predominantly Shona (81%) and Ndebele (12%). The text describes Zimbabwe's diverse topography and rich natural resources, including lithium and platinum, while noting that the country has struggled with governance and economic instability since its independence from Britain in 1980.","ai_generated":true,"unit":"issafri-000175#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Zimbabwe is a landlocked, lower-middle-income country in Southern Africa with a total land area of 390,757 square kilometres, bordering Zambia, Mozambique, South Africa, and Botswana.","ai_generated":true,"unit":"issafri-000175#insight-1","date_modified":"2026-10-23"},{"text":"The population is primarily composed of the Shona people (approximately 81%) and the Ndebele (about 12%), with smaller groups including the Ndau, Tonga, and Shangani.","ai_generated":true,"unit":"issafri-000175#insight-2","date_modified":"2026-10-23"},{"text":"Zimbabwe possesses significant natural resources, specifically gold, diamonds, platinum, chrome, and lithium, as well as fertile agricultural land.","ai_generated":true,"unit":"issafri-000175#insight-3","date_modified":"2026-10-23"},{"text":"Since gaining independence from Britain on 18 April 1980, Zimbabwe has experienced challenges involving human development, political instability, and governance.","ai_generated":true,"unit":"issafri-000175#insight-4","date_modified":"2026-10-23"}],"climate_tags":["agriculture"],"geography_discussed":["Zambia","Mozambique","South Africa","Botswana","Harare","Eastern Highlands","Kalahari Basin"],"frame_perspective":[],"analysis_type":["descriptive"]},{"id":"issafri-000179","url":"https://climateinsightsdirectory.org/document/issafri-000179","title":"São Tomé and Príncipe Development Futures","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=ST&topic=current-path","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report projects that São Tomé and Príncipe will see population growth to 351,000 and a GDP per capita increase to US$4,910 by 2043 under its Current Path. While the nation remains a low carbon emitter, it faces systemic poverty and food insecurity. The 'Combined Agenda 2063' scenario, integrating improvements in trade, manufacturing, and infrastructure, could significantly boost GDP per capita to US$7,082 and reduce the poverty rate to 39.8%, though this growth would increase carbon emissions to 130,000 tons.","ai_generated":true,"unit":"issafri-000179#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Under the Current Path forecast, São Tomé and Príncipe's population is expected to grow from 218,000 in 2019 to 351,000 by 2043, with urbanisation increasing from 72.7% to 79.4%.","ai_generated":true,"unit":"issafri-000179#insight-1","date_modified":"2026-10-23"},{"text":"The Current Path forecast predicts GDP per capita will rise to US$4,910 by 2043, but the country will continue to struggle with high poverty, with 62% of the population living below the US$3.20 poverty line.","ai_generated":true,"unit":"issafri-000179#insight-2","date_modified":"2026-10-23"},{"text":"São Tomé and Príncipe is projected to remain a low carbon emitter, with emissions increasing from 30,000 tons in 2019 to approximately 100,000 tons by 2043 on the Current Path, primarily driven by the power (62%) and transport (29.3%) industries.","ai_generated":true,"unit":"issafri-000179#insight-3","date_modified":"2026-10-23"},{"text":"The agriculture sector faces significant challenges, including low productivity and a growing gap between demand and domestic production; by 2043, the shortfall is expected to reach 190,000 metric tons.","ai_generated":true,"unit":"issafri-000179#insight-4","date_modified":"2026-10-23"},{"text":"The Leapfrogging scenario would significantly improve energy and digital access, increasing electricity access to 91.5% of the population and mobile broadband subscriptions to 152.3 per 100 people by 2043.","ai_generated":true,"unit":"issafri-000179#insight-5","date_modified":"2026-10-23"},{"text":"The Free Trade scenario, based on the implementation of the AfCFTA, is identified as the single most impactful sectoral scenario for increasing GDP per capita, adding US$701 over the Current Path by 2043.","ai_generated":true,"unit":"issafri-000179#insight-6","date_modified":"2026-10-23"},{"text":"The Combined Agenda 2063 scenario projects aggressive economic growth, with GDP reaching US$1.5 billion and GDP per capita rising to US$7,082 by 2043, while reducing the number of people in extreme poverty to 130,000 (39.8% of the population).","ai_generated":true,"unit":"issafri-000179#insight-7","date_modified":"2026-10-23"},{"text":"While the Combined Agenda 2063 scenario maximizes economic gains, it also results in the highest environmental cost, with carbon emissions projected to reach 130,000 tons by 2043.","ai_generated":true,"unit":"issafri-000179#insight-8","date_modified":"2026-10-23"}],"climate_tags":["carbon dioxide emissions","energy transition","renewable energy","bioenergy","hydropower","solar energy","climate change"],"geography_discussed":["Africa","Gabon","Equatorial Guinea"],"frame_perspective":[],"analysis_type":["forecasting","scenario analysis","economic modeling"]},{"id":"issafri-000195","url":"https://climateinsightsdirectory.org/document/issafri-000195","title":"Tunisia: Introduction","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"research paper","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=TN&topic=01-introduction","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines Tunisia's trajectory from independence in 1956 through the 2010 Freedom and Dignity Revolution and the subsequent democratic transition. It highlights a recent period of democratic regression since 2021 under President Kaïs Saïed, alongside deteriorating economic conditions characterized by rising public debt, high youth unemployment, and stalled IMF negotiations. The text notes that while Tunisia has a skilled labor force, its development is hindered by structural weaknesses and the impacts of climate change on water security and agriculture.","ai_generated":true,"unit":"issafri-000195#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Since 2021, Tunisia has undergone a democratic regression marked by President Kaïs Saïed suspending parliament, dismissing the government, and implementing a new constitution that increases presidential authority.","ai_generated":true,"unit":"issafri-000195#insight-1","date_modified":"2026-10-23"},{"text":"Tunisia's economic state is deteriorating, with rising public debt, high unemployment (particularly among youth), and inflation. Efforts to secure financial support from the International Monetary Fund (IMF) have stalled due to disagreements over fiscal austerity and subsidy reform.","ai_generated":true,"unit":"issafri-000195#insight-2","date_modified":"2026-10-23"},{"text":"Climate change is negatively impacting Tunisia's water security and agricultural sector, adding to the country's existing economic and political challenges.","ai_generated":true,"unit":"issafri-000195#insight-3","date_modified":"2026-10-23"},{"text":"Despite having a skilled workforce and a history of institutional reform, Tunisia underperforms economically due to an underdeveloped private sector, limited investment, and structural weaknesses.","ai_generated":true,"unit":"issafri-000195#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate change","water security","agriculture"],"geography_discussed":["Algeria","Libya","Tunis"],"frame_perspective":[],"analysis_type":["socio-economic analysis","political analysis"]},{"id":"issafri-000198","url":"https://climateinsightsdirectory.org/document/issafri-000198","title":"Tunisia: Conclusion and Recommendations","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=TN&topic=05-conclusion","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes Tunisia's economic and social outlook, contrasting a 'Current Path' of moderate growth with a 'Combined scenario' that predicts significant improvements in GDP, poverty, and inequality by 2043. It argues that current gains are insufficient to meet Vision Tunisie 2035 and Agenda 2063 goals without strategic reforms. Key recommendations include diversifying energy sources, integrating climate resilience into planning, and expanding manufacturing and agricultural productivity to overcome constraints like high youth unemployment and energy deficits.","ai_generated":true,"unit":"issafri-000198#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Under the 'Current Path' scenario, Tunisia is expected to see moderate GDP growth and human development improvements, but these will not be enough to achieve the goals of Vision Tunisie 2035 and Agenda 2063 without strategic investment and policy reform.","ai_generated":true,"unit":"issafri-000198#insight-1","date_modified":"2026-10-23"},{"text":"A 'Combined scenario' involving synergistic, cross-sectoral interventions could lead to a GDP (MER) of US$100.88 billion, a GDP per capita (PPP) of US$15,630, a reduction of extreme poverty to 0.7%, and a Gini coefficient of 0.30 by 2043.","ai_generated":true,"unit":"issafri-000198#insight-2","date_modified":"2026-10-23"},{"text":"Tunisia faces persistent energy deficits and environmental pressures even in the best-case scenario, necessitating the exploration of geothermal energy and the reconsideration of nuclear energy for long-term baseload supply.","ai_generated":true,"unit":"issafri-000198#insight-3","date_modified":"2026-10-23"},{"text":"To enhance food security and agricultural productivity, the report recommends investing in climate-smart technologies, increasing domestic wheat production, and improving irrigation.","ai_generated":true,"unit":"issafri-000198#insight-4","date_modified":"2026-10-23"},{"text":"Climate resilience must be integrated into all development planning, specifically regarding urban development, coastal zone protection, and water resource management.","ai_generated":true,"unit":"issafri-000198#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","solar energy","wind energy","geothermal energy","nuclear power","water management","energy security","energy efficiency"],"geography_discussed":["European Union"],"frame_perspective":[],"analysis_type":["policy recommendations","economic modelling","scenario analysis"]},{"id":"issafri-000204","url":"https://climateinsightsdirectory.org/document/issafri-000204","title":"Niger: Conclusion","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=NE&topic=05-conclusion","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report outlines a strategic roadmap for Niger's development, emphasizing the need to transition from a resource-dependent economy to a diversified one. It highlights critical vulnerabilities, including a 47.4% extreme poverty rate as of 2023 and significant food insecurity affecting 13% of the population in 2024. Key recommendations focus on leveraging a youthful demographic, scaling solar energy to improve a 21.5% national electricity access rate, and implementing climate-smart agriculture to combat desertification. The document also stresses the importance of governance reform following a history of five military takeovers and the need for regional security cooperation through the Alliance of Sahel States (AES) and the Lake Chad Basin Commission.","ai_generated":true,"unit":"issafri-000204#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Niger faces severe socio-economic and political instability, with 47.4% of the population living in extreme poverty as of 2023 and a history of five military takeovers that have weakened governance.","ai_generated":true,"unit":"issafri-000204#insight-1","date_modified":"2026-10-23"},{"text":"The country's economy is heavily reliant on resource exports, which accounted for over 80% of export earnings in 2023, necessitating a shift toward manufacturing, agro-processing, and renewable energy.","ai_generated":true,"unit":"issafri-000204#insight-2","date_modified":"2026-10-23"},{"text":"Demographic pressures are high, with a fertility rate of 6.1 births per woman in 2023 and a median age of 16, creating a potential demographic dividend that is currently threatened by low education enrolment and high child marriage rates (66% for girls aged 15–19).","ai_generated":true,"unit":"issafri-000204#insight-3","date_modified":"2026-10-23"},{"text":"Climate change and environmental degradation, specifically desertification and erratic rainfall, threaten the agricultural sector and contribute to food insecurity affecting 13% of the population in 2024.","ai_generated":true,"unit":"issafri-000204#insight-4","date_modified":"2026-10-23"},{"text":"Energy and infrastructure deficits are significant, with national electricity access at 21.5% in 2023 and a high reliance on imported electricity (83.4% in 2023), suggesting a need for scaled-up solar energy projects.","ai_generated":true,"unit":"issafri-000204#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate resilience","desertification","Climate-smart agriculture","solar energy","renewable energy","food security","water management"],"geography_discussed":["Niamey","Burkina Faso","Mali","Chad Basin"],"frame_perspective":[],"analysis_type":["policy recommendations","socio-economic assessment","development roadmap"]},{"id":"issafri-000205","url":"https://climateinsightsdirectory.org/document/issafri-000205","title":"RWANDA DEVELOPMENT FUTURES: GEOGRAPHIC FUTURES Scenario comparisons","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=RW&topic=03-scenario-comparisons","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes Rwanda's economic trajectory through 2043, comparing a 'Current Path' forecast against scenarios focusing on governance, trade (AfCFTA), infrastructure, and agriculture. It finds that while Rwanda's GDP per capita is projected to grow, the Governance scenario offers the most significant potential for increasing wealth and reducing extreme poverty. The analysis also highlights the role of financial flows and trade openness in poverty reduction, while noting that the Agriculture scenario has a marginal impact due to the declining share of agriculture in the national GDP.","ai_generated":true,"unit":"issafri-000205#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"On the Current Path, Rwanda's GDP per capita (PPP) is projected to reach US$4,937 by 2043, which would be 41.3% higher than the average for its low-income African peers. By 2050, this path suggests a GDP per capita of US$6,691, though this is approximately half of the US$12,476 target set by Rwandan authorities.","ai_generated":true,"unit":"issafri-000205#insight-1","date_modified":"2026-10-23"},{"text":"The Governance scenario is identified as having the greatest positive impact on both wealth and poverty reduction. By 2043, it could raise GDP per capita to US$6,010 (a 21.7% increase over the Current Path) and reduce the number of people in extreme poverty to 2.4 million (12% of the population), compared to 3.5 million (17.6%) on the Current Path.","ai_generated":true,"unit":"issafri-000205#insight-2","date_modified":"2026-10-23"},{"text":"Trade and infrastructure scenarios also provide significant gains: the AfCFTA scenario could increase GDP per capita to US$5,546 by 2043, while the Large Infrastructure and Leapfrogging scenario could reach US$5,473. The AfCFTA scenario is expected to reduce extreme poverty by approximately 655,000 people relative to the Current Path.","ai_generated":true,"unit":"issafri-000205#insight-3","date_modified":"2026-10-23"},{"text":"The Agriculture scenario has a marginal effect on GDP per capita, reaching US$4,981 by 2043, which is only US$44.3 above the Current Path. This limited impact is attributed to the expected decline in agriculture's contribution to the overall GDP over the period.","ai_generated":true,"unit":"issafri-000205#insight-4","date_modified":"2026-10-23"},{"text":"Financial flows, particularly aid, are highlighted as critical for poverty reduction; the Financial Flows scenario is the second-most effective at reducing poverty, projecting 2.8 million people (25% of the population) in extreme poverty by 2043, which is 705,000 fewer than the Current Path.","ai_generated":true,"unit":"issafri-000205#insight-5","date_modified":"2026-10-23"}],"climate_tags":["governance","infrastructure","agriculture"],"geography_discussed":["Africa","Kigali","Uganda"],"frame_perspective":[],"analysis_type":["scenario comparison","economic forecasting"]},{"id":"issafri-000208","url":"https://climateinsightsdirectory.org/document/issafri-000208","title":"Democracy and Economic Growth","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"research paper","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/thematic/guide.pdf?thematic=12-governance&topic=06-democracy-and-economic-growth","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that while substantive democracy correlates with long-term economic growth and better governance, its impact in low-income African countries is limited because democracy there is often merely procedural. It suggests that in fragile or poor settings, the nature of the governing elite is more critical for development than the institutional setting, and that competitive politics in post-conflict states can potentially reopen ethnic or sectarian conflicts.","ai_generated":true,"unit":"issafri-000208#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Long-term data suggests a strong positive link between democracy and economic growth, with some research indicating that transitioning to democracy can result in approximately 20% higher GDP per capita in the long run and that the global spread of democracy contributed to a 6% increase in world GDP.","ai_generated":true,"unit":"issafri-000208#insight-1","date_modified":"2026-10-23"},{"text":"In many African countries, democracy has become more procedural than substantive, as ruling elites adopted democratic rhetoric primarily to satisfy external Western conditions for aid and debt forgiveness rather than in response to domestic pressure.","ai_generated":true,"unit":"issafri-000208#insight-2","date_modified":"2026-10-23"},{"text":"Substantive democracy—characterized by separation of powers, free elections, and the rule of law—promotes growth by increasing investment and improving public goods like healthcare and schooling. However, the resources required to build these institutions are typically only available in high-income countries.","ai_generated":true,"unit":"issafri-000208#insight-3","date_modified":"2026-10-23"},{"text":"In low-income and fragile African settings, the quality of democracy is often too poor to drive development. In post-conflict societies, introducing competitive politics and economic liberalization can be counterproductive, as politicians may mobilize support along sectarian or ethnic lines, potentially undoing peace progress.","ai_generated":true,"unit":"issafri-000208#insight-4","date_modified":"2026-10-23"},{"text":"For democracy to positively impact governance and development in Africa, it must be substantive, which requires minimum levels of stability, capacity, and development.","ai_generated":true,"unit":"issafri-000208#insight-5","date_modified":"2026-10-23"}],"climate_tags":["economic growth","governance","capacity building"],"geography_discussed":["Somalia","South Sudan","Central African Republic","Chad","Ivory Coast","Democratic Republic of the Congo","World"],"frame_perspective":[],"analysis_type":["theoretical analysis","literature review"]},{"id":"issafri-000217","url":"https://climateinsightsdirectory.org/document/issafri-000217","title":"Sudan: Introduction","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"research paper","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=SD&topic=01-introduction","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Sudan possesses significant potential due to its strategic location, diverse mineral deposits, and arable land, yet it remains one of the world's poorest countries. Decades of authoritarian rule and internal conflict, culminating in the civil war since April 2023 between the Sudanese Armed Forces and the Rapid Support Forces, have led to the collapse of state institutions and a catastrophic humanitarian crisis. Despite its history as a petro-state prior to South Sudan's 2011 secession, the economy suffers from a lack of diversification and chronic trade deficits.","ai_generated":true,"unit":"issafri-000217#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Sudan's strategic geography and natural resources—including gold, uranium, chromite, gypsum, mica, marble, and iron ore—offer significant development potential, yet poor governance and protracted conflicts have prevented these from driving structural transformation.","ai_generated":true,"unit":"issafri-000217#insight-1","date_modified":"2026-10-23"},{"text":"The economy was historically dependent on oil, with exports providing approximately 50% of government revenues and 90-95% of total export earnings before the secession of South Sudan in 2011.","ai_generated":true,"unit":"issafri-000217#insight-2","date_modified":"2026-10-23"},{"text":"The civil war that began in April 2023 between the Sudanese Armed Forces (SAF) and the Rapid Support Forces (RSF) has caused a near-total collapse of state institutions and a severe humanitarian crisis, with over 150,000 deaths, 15 million displaced persons, and 24 million people facing food insecurity.","ai_generated":true,"unit":"issafri-000217#insight-3","date_modified":"2026-10-23"},{"text":"Sudan ranks 170 out of 193 countries in the 2023-2024 Human Development Report (HDR), reflecting systemic failures in health, education, and economic equality.","ai_generated":true,"unit":"issafri-000217#insight-4","date_modified":"2026-10-23"}],"climate_tags":["natural resource management","food security","agriculture","mining","blue economy"],"geography_discussed":["South Sudan","Libya","Chad","Central African Republic","Eritrea","Ethiopia","Egypt"],"frame_perspective":[],"analysis_type":["geographic assessment","socio-economic analysis","political risk analysis"]},{"id":"issafri-000231","url":"https://climateinsightsdirectory.org/document/issafri-000231","title":"Nigeria: Introduction","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=NG&topic=01-introduction","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report outlines Nigeria's transition from an agricultural exporter to an oil-dependent economy, detailing the impact of military rule and subsequent civilian administrations on its development. It highlights systemic issues including extreme poverty, corruption, and security threats, while noting recent reforms under President Bola Ahmed Tinubu aimed at economic stabilisation.","ai_generated":true,"unit":"issafri-000231#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Nigerian state consolidated control over the oil sector between 1973 and 1977, moving from minority participation to majority control (55%) and eventually forming the Nigerian National Petroleum Corporation (NNPC) to manage state interests.","ai_generated":true,"unit":"issafri-000231#insight-1","date_modified":"2026-10-23"},{"text":"Heavy reliance on oil exports created a political economy that marginalized other productive sectors, fostered political patronage through import licenses, and led to environmental damage and social tensions in the Niger Delta.","ai_generated":true,"unit":"issafri-000231#insight-2","date_modified":"2026-10-23"},{"text":"Despite being Africa's largest crude oil exporter and holding the continent's largest natural gas reserves, Nigeria faces severe challenges, including ranking 161st out of 193 countries in the 2024 UN Human Development Index and having the world's third-largest population living in extreme poverty.","ai_generated":true,"unit":"issafri-000231#insight-3","date_modified":"2026-10-23"},{"text":"President Bola Ahmed Tinubu, who took office on 29 May 2023, has implemented reforms to revitalize the economy, specifically the removal of the fuel subsidy and the unification of exchange rates to attract foreign investment.","ai_generated":true,"unit":"issafri-000231#insight-4","date_modified":"2026-10-23"}],"climate_tags":["economic diversity","agriculture"],"geography_discussed":["Niger Delta","West Africa"],"frame_perspective":[],"analysis_type":["historical analysis","socioeconomic assessment"]},{"id":"issafri-000232","url":"https://climateinsightsdirectory.org/document/issafri-000232","title":"Rwanda Background","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"research paper","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=RW&topic=01-background","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines Rwanda's transition from a low-income country to its aspirations for high-income status by 2050. It details the 'Vision 2050' strategic plan, which focuses on human development, competitiveness, agriculture, urbanisation, and state institutions. While Rwanda has seen significant GDP growth—averaging 7.2% from 2009 to 2019—it faces structural challenges including high inflation, rising external debt, and a large informal sector. The report also notes the role of the Rwanda Energy Group and the use of Lake Kivu for biogas extraction to meet energy needs.","ai_generated":true,"unit":"issafri-000232#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Rwanda's Vision 2050 strategic plan aims to transition the country to upper-middle-income status by 2035 and high-income status by 2050. This plan is built upon five pillars: human development, competitiveness and integration, agriculture for wealth creation, urbanisation and agglomeration, and accountable and capable state institutions.","ai_generated":true,"unit":"issafri-000232#insight-1","date_modified":"2026-10-23"},{"text":"Between 1990 and 2019, Rwanda's GDP grew by over 300%, increasing from US$3.2 billion to US$13.0 billion. The average growth rate from 2009 to 2019 was 7.2%, although the economy contracted by 3.4% in 2020 due to COVID-19 pandemic restrictions.","ai_generated":true,"unit":"issafri-000232#insight-2","date_modified":"2026-10-23"},{"text":"Rwanda faces significant macroeconomic instability, including a balance of payments deficit and high inflation. Annual inflation reached 31% in October 2022, the highest level since January 1997, primarily driven by the rising cost of food, vegetables, and cereals.","ai_generated":true,"unit":"issafri-000232#insight-3","date_modified":"2026-10-23"},{"text":"Public debt has risen sharply, with the debt-to-GDP ratio increasing from 19.5% in 2010 to 72.4% in 2020, and projected to reach 77.9% by the end of 2022. External debt is a growing component, projected to be 62.7% in 2022.","ai_generated":true,"unit":"issafri-000232#insight-4","date_modified":"2026-10-23"},{"text":"The informal sector is a critical but vulnerable part of the economy, employing over 75% of workers as of 2019. While the sector accounted for approximately 32% of GDP in 2019, it is projected to decline to 27.2% by 2043.","ai_generated":true,"unit":"issafri-000232#insight-5","date_modified":"2026-10-23"},{"text":"To support macroeconomic stability and structural reforms including climate mitigation and adaptation, Rwanda secured a staff-level agreement with the IMF for a Policy Coordination Instrument (PCI) and Resilience and Sustainability Facility (RSF), providing access to a Special Drawing Right (SDR) of 240.3 million (approximately US$310 million).","ai_generated":true,"unit":"issafri-000232#insight-6","date_modified":"2026-10-23"},{"text":"The Rwanda Energy Group (REG), established in 2016, is managing energy capacity increases, including the extraction of biogas (methane) from Lake Kivu.","ai_generated":true,"unit":"issafri-000232#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change mitigation","climate change adaptation","biogas","biodiversity","forest restoration","climate risk"],"geography_discussed":["Burundi","Democratic Republic of the Congo","Uganda","Tanzania","Togo","Ethiopia","Sudan","Madagascar"],"frame_perspective":[],"analysis_type":["economic forecasting","policy analysis","socio-economic assessment"]},{"id":"issafri-000237","url":"https://climateinsightsdirectory.org/document/issafri-000237","title":"Seychelles Development Futures","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=SC&topic=current-path","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report projects that Seychelles' GDP per capita will rise to US$33,409 by 2043 under the Current Path, though poverty remains high at 49.7%. While the economy is dominated by services and tourism, it faces food insecurity and an ageing population. Sectoral interventions in free trade and manufacturing offer the highest potential for GDP growth, while a 'Leapfrogging' scenario is the only one to reduce carbon emissions. The Combined Agenda 2063 scenario could increase GDP per capita to US$42,695 and reduce extreme poverty to 40.44%, albeit with a rise in carbon emissions to 241,380 tons.","ai_generated":true,"unit":"issafri-000237#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Under the Current Path forecast, Seychelles' population is expected to grow from 97,500 in 2019 to 103,400 by 2043, with urbanisation increasing from 58.6% to 74% in the same period.","ai_generated":true,"unit":"issafri-000237#insight-1","date_modified":"2026-10-23"},{"text":"The economy is heavily reliant on the service sector, particularly tourism, which contributed 50% of GDP and 70% of foreign exchange earnings in 2019. GDP per capita is projected to increase from US$15,500 in 1990 to US$30,673 in 2019, reaching US$33,409 by 2043 on the Current Path.","ai_generated":true,"unit":"issafri-000237#insight-2","date_modified":"2026-10-23"},{"text":"Despite being a high-income economy, Seychelles faces significant poverty; 48.2% of the population lived below the US$22.70 daily poverty line in 2019, and this is forecast to be 49.7% by 2043 under the Current Path.","ai_generated":true,"unit":"issafri-000237#insight-3","date_modified":"2026-10-23"},{"text":"Energy production is shifting from coal to gas; the share of gas is forecast to increase from 27.3% in 2019 to 42.9% by 2043, while coal is expected to drop from 45.5% to 23.8%. Renewable energy is projected to comprise 5% of production by 2043.","ai_generated":true,"unit":"issafri-000237#insight-4","date_modified":"2026-10-23"},{"text":"Carbon emissions are on a rising trend since 2011 and are projected to reach 218,170 tons by 2043. The Free Trade scenario is expected to cause the highest increase (approximately 6,500 tons more than the Current Path), while the Leapfrogging scenario is the only one that reduces emissions.","ai_generated":true,"unit":"issafri-000237#insight-5","date_modified":"2026-10-23"},{"text":"The Combined Agenda 2063 scenario, integrating 11 sectoral improvements, could increase GDP per capita to US$42,695 and reduce the number of people living below the poverty line to 42,000 (40.44% of the population) by 2043.","ai_generated":true,"unit":"issafri-000237#insight-6","date_modified":"2026-10-23"}],"climate_tags":["carbon dioxide emissions","renewable energy","solar energy","wind energy","energy transition","food security","urbanization","climate change"],"geography_discussed":["Africa"],"frame_perspective":[],"analysis_type":["forecasting","scenario analysis","economic modeling"]},{"id":"issafri-000255","url":"https://climateinsightsdirectory.org/document/issafri-000255","title":"RWANDA DEVELOPMENT FUTURES: GEOGRAPHIC FUTURES","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"research paper","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=RW&topic=04-current-path-vs-combined-agenda-2063-scenario","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes Rwanda's development trajectories, finding that a 'Combined scenario' of sectoral improvements would significantly boost GDP and GDP per capita, potentially making Rwanda a high-income country by 2050. While this scenario drastically reduces extreme poverty and improves life expectancy, it also leads to higher carbon emissions than the Current Path and fails to meet Vision 2050's specific inequality targets. The economic structure would shift from service-led to manufacturing-led by 2050.","ai_generated":true,"unit":"issafri-000255#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Combined scenario predicts a substantial increase in Rwanda's economy, with GDP reaching US$267.1 billion by 2050, which is 174.8% higher than the US$97.2 billion projected under the Current Path.","ai_generated":true,"unit":"issafri-000255#insight-1","date_modified":"2026-10-23"},{"text":"Rwanda has the potential to become a high-income country by 2050, with GDP per capita in the Combined scenario reaching US$16,262, exceeding the Vision 2050 target of US$12,476 by 30.3%.","ai_generated":true,"unit":"issafri-000255#insight-2","date_modified":"2026-10-23"},{"text":"The economic structure is expected to transform; while the service sector is the largest contributor by 2035 (54%), manufacturing is projected to become the leading contributor by 2050, accounting for 62.2% of GDP.","ai_generated":true,"unit":"issafri-000255#insight-3","date_modified":"2026-10-23"},{"text":"Extreme poverty could be nearly eliminated in the Combined scenario, with only about 9,000 people (0.04% of the population) living in extreme poverty by 2050.","ai_generated":true,"unit":"issafri-000255#insight-4","date_modified":"2026-10-23"},{"text":"Health outcomes are projected to improve significantly, with life expectancy reaching 78.7 years by 2050 in the Combined scenario, surpassing the Vision 2050 target of 73 years.","ai_generated":true,"unit":"issafri-000255#insight-5","date_modified":"2026-10-23"},{"text":"Despite improvements, the Combined scenario will not meet the Vision 2050 targets for reducing inequality, reaching a Gini coefficient of 0.32 by 2050 against a target of 0.3.","ai_generated":true,"unit":"issafri-000255#insight-6","date_modified":"2026-10-23"},{"text":"Economic growth in the Combined scenario comes with an environmental cost, as total carbon emissions are projected to reach 14,000 tons by 2050, double the amount estimated for the Current Path.","ai_generated":true,"unit":"issafri-000255#insight-7","date_modified":"2026-10-23"},{"text":"Climate change costs for Rwanda are estimated to reach 1% of GDP by 2030 and 4% of GDP by 2050, driven by temperature variations, droughts in the Eastern Province, and extreme weather in the Northern and Western Provinces.","ai_generated":true,"unit":"issafri-000255#insight-8","date_modified":"2026-10-23"}],"climate_tags":["carbon dioxide emissions","greenhouse gas emissions","climate change","renewable energy","Climate-smart agriculture","deforestation","Nationally Determined Contributions","climate finance"],"geography_discussed":["Northern Province","Western Province","Eastern Province","Africa"],"frame_perspective":[],"analysis_type":["scenario analysis","economic forecasting"]},{"id":"issafri-000273","url":"https://climateinsightsdirectory.org/document/issafri-000273","title":"Sierra Leone Combined Agenda 2063 scenario","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"research paper","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=SL&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 Sierra Leone projects a significant increase in GDP per capita to US$4,304 by 2043, driven primarily by agriculture and free trade. This scenario is estimated to lift an additional 3.9 million people out of extreme poverty compared to the Current Path, reducing the poverty rate to 10.3%. While the overall economy is projected to grow to US$27.5 billion, with the service, manufacturing, and ICT sectors as the largest contributors, carbon emissions are expected to rise to 3.3 million tons, exceeding the Current Path estimate of 2.2 million tons.","ai_generated":true,"unit":"issafri-000273#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Combined Agenda 2063 scenario, which integrates 11 sectoral scenarios, is projected to increase Sierra Leone's GDP per capita to US$4,304 by 2043, which is US$1,840 higher than the Current Path forecast and US$514 above the average for low-income African countries in 2043.","ai_generated":true,"unit":"issafri-000273#insight-1","date_modified":"2026-10-23"},{"text":"Agriculture and Free Trade are identified as the scenarios with the highest potential to improve economic and human development in Sierra Leone, while Health/WaSH and Governance are projected to have the least impact on GDP per capita by 2043.","ai_generated":true,"unit":"issafri-000273#insight-2","date_modified":"2026-10-23"},{"text":"The Combined Agenda 2063 scenario is projected to significantly reduce poverty, leaving only 1.3 million people (10.3% of the population) below the poverty line by 2043, effectively lifting 3.9 million more people out of extreme poverty than the Current Path.","ai_generated":true,"unit":"issafri-000273#insight-3","date_modified":"2026-10-23"},{"text":"By 2043, the total GDP (MER) under the Combined Agenda 2063 scenario is estimated at US$27.5 billion, making the economy 115% larger than the Current Path estimate of US$12.8 billion. The service, manufacturing, and ICT sectors are projected to be the largest contributors to GDP.","ai_generated":true,"unit":"issafri-000273#insight-4","date_modified":"2026-10-23"},{"text":"The Combined Agenda 2063 scenario is projected to result in higher carbon emissions than the Current Path, with total emissions rising from 0.52 million tons in 2019 to 3.3 million tons by 2043, compared to 2.2 million tons in the Current Path forecast.","ai_generated":true,"unit":"issafri-000273#insight-5","date_modified":"2026-10-23"}],"climate_tags":["agriculture","carbon dioxide emissions","economic development","poverty reduction","industrial manufacturing","infrastructure","governance"],"geography_discussed":["Africa"],"frame_perspective":[],"analysis_type":["forecasting","scenario analysis"]},{"id":"issafri-000274","url":"https://climateinsightsdirectory.org/document/issafri-000274","title":"Niger: Introduction","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=NE&topic=01-introduction","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Niger is a low-income, landlocked country in Western Africa facing severe developmental challenges, ranking 189th out of 191 countries on the 2024 Human Development Index. The country is characterized by extreme heat and rainfall variability, with desertification and climate change increasing vulnerabilities. Politically, Niger has experienced a history of instability, most recently marked by a July 2023 military coup that deposed President Mohamed Bazoum. This shift led to the withdrawal of French and US military forces and Niger's exit from ECOWAS and the G5 Sahel to join the Alliance of Sahel States and the Confederation of Sahel States. Despite seeking new partners like Russia, China, and Türkiye, the security situation remains precarious due to Islamist insurgent activity and internal dissent from groups such as the Patriotic Liberation Front.","ai_generated":true,"unit":"issafri-000274#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Niger faces significant environmental vulnerabilities due to its location in one of the world's hottest zones, where climate change and desertification exacerbate socio-economic and political fragility.","ai_generated":true,"unit":"issafri-000274#insight-1","date_modified":"2026-10-23"},{"text":"Following a military coup on 26 July 2023, Niger underwent a major geopolitical realignment, exiting ECOWAS and the G5 Sahel on 29 January 2025 to form the Alliance of Sahel States and the Confederation of Sahel States.","ai_generated":true,"unit":"issafri-000274#insight-2","date_modified":"2026-10-23"},{"text":"The withdrawal of Western military support, including French troops by December 2023 and the closure of a US drone base in Agadez in August 2024, has created security gaps exploited by Islamist insurgents.","ai_generated":true,"unit":"issafri-000274#insight-3","date_modified":"2026-10-23"},{"text":"Niger's developmental indicators are among the lowest globally, ranking 189th of 191 in the 2024 Human Development Index and 160th of 167 in the 2024 SDG index.","ai_generated":true,"unit":"issafri-000274#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate change","desertification","rain","water resource"],"geography_discussed":["Niamey","Agadez","Algeria","Libya","Chad","Nigeria","Benin","Burkina Faso","Mali","France","People's Republic of China","Russia","Turkey"],"frame_perspective":[],"analysis_type":["geographic analysis","political analysis","socio-economic analysis"]},{"id":"issafri-000280","url":"https://climateinsightsdirectory.org/document/issafri-000280","title":"The Governance Scenario","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"research paper","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/thematic/guide.pdf?thematic=12-governance&topic=08-governance-scenario","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines a hypothetical 'Governance scenario' for Africa, defined by reductions in state failure and corruption, and improvements in democracy and gender empowerment. It argues that such improvements would lead to a significantly larger African economy by 2043, with substantial gains in GDP per capita and a reduction of 45.5 million people living in extreme poverty. The analysis highlights the role of digital technology in implementing efficient cash grant programs as a tool for inclusion, citing Egypt's Takaful and Karama program as an example.","ai_generated":true,"unit":"issafri-000280#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Governance scenario is based on three dimensions: stability (reducing state failure and abrupt regime change), capacity (improving government regulation, effectiveness, and reducing corruption), and inclusion (improving democracy, gender empowerment, economic freedom, and the implementation of cash grant programs).","ai_generated":true,"unit":"issafri-000280#insight-1","date_modified":"2026-10-23"},{"text":"Digital technology, specifically biometrics and identification systems, allows for the rapid and cost-effective setup of social grant systems, which are presented as a more efficient alternative to traditional subsidies for fuel and food that were prone to abuse.","ai_generated":true,"unit":"issafri-000280#insight-2","date_modified":"2026-10-23"},{"text":"Egypt's Takaful (Solidarity) and Karama (Dignity) cash transfer programme, launched in 2015, covers approximately 12.84 million individuals (13% of the population) to mitigate the effects of 2014 economic reforms, including the removal of energy subsidies.","ai_generated":true,"unit":"issafri-000280#insight-3","date_modified":"2026-10-23"},{"text":"By 2043, the Governance scenario would result in an African economy US$972.5 billion larger (an 11.5% improvement) than the 'Current Path' forecast, with Nigeria gaining the most in absolute terms (US$208 billion) and Uganda gaining the most by percentage (16.4%).","ai_generated":true,"unit":"issafri-000280#insight-4","date_modified":"2026-10-23"},{"text":"The scenario predicts a reduction of 45.5 million extremely poor Africans by 2043, representing a 2 percentage point difference from the Current Path, with the largest reductions occurring in Somalia, Nigeria, and the Central African Republic.","ai_generated":true,"unit":"issafri-000280#insight-5","date_modified":"2026-10-23"}],"climate_tags":["governance","economic growth","poverty reduction","social protection","energy subsidy"],"geography_discussed":["Nigeria","Egypt","Central African Republic","Somalia","Ethiopia","Togo","Democratic Republic of the Congo","Chad","Comoros","Seychelles","Kenya","Botswana","Cape Verde","Mauritius","South Africa","Uganda","Namibia","South Sudan","Eswatini"],"frame_perspective":[],"analysis_type":["scenario modeling","economic forecasting"]},{"id":"issafri-000286","url":"https://climateinsightsdirectory.org/document/issafri-000286","title":"Africa Governance Futures: Thematic Futures","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"research paper","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/thematic/guide.pdf?thematic=12-governance&topic=04-government-capacity","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines government capacity in Africa, primarily through the lens of revenue mobilization and the tax-to-GDP ratio. It notes that while Africa's average tax-to-GDP ratio is around 15.6% to 16.5%, this remains lower than in Asia, Latin America, and OECD countries. The document highlights that low-income and larger African countries, such as Nigeria and the DR Congo, struggle more with resource mobilization and are often characterized by neo-patrimonialism and corruption, which undermine the effective use of revenues. However, it suggests that significant unmet tax potential remains, particularly in low-income countries, which could be unlocked through appropriate policies to improve public finances and reduce borrowing.","ai_generated":true,"unit":"issafri-000286#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Government capacity in Africa is indicated by low tax-to-GDP ratios compared to other global regions. The unweighted average for 33 African countries with OECD data in 2021 was 15.6%, which is lower than the averages for Asian and Pacific economies (19.8%), Latin America and the Caribbean (21.7%), and the OECD (34.1%).","ai_generated":true,"unit":"issafri-000286#insight-1","date_modified":"2026-10-23"},{"text":"Revenue mobilization performance varies across the continent, with larger countries like Nigeria and the DR Congo performing poorly, resulting in limited resources for social services, infrastructure, and education.","ai_generated":true,"unit":"issafri-000286#insight-2","date_modified":"2026-10-23"},{"text":"Corruption and neo-patrimonialism undermine the effective use of government revenues, particularly in larger African states where patrons may use state resources to secure support.","ai_generated":true,"unit":"issafri-000286#insight-3","date_modified":"2026-10-23"},{"text":"There is significant unmet tax potential in African countries, especially those with low incomes, suggesting that domestic revenue could be increased through appropriate policies to create fiscal space and reduce borrowing.","ai_generated":true,"unit":"issafri-000286#insight-4","date_modified":"2026-10-23"}],"climate_tags":["public finance"],"geography_discussed":["Nigeria","Democratic Republic of the Congo","Asia","Latin America","Caribbean"],"frame_perspective":[],"analysis_type":["comparative analysis","economic assessment"]},{"id":"issafri-000287","url":"https://climateinsightsdirectory.org/document/issafri-000287","title":"TOGO DEVELOPMENT FUTURES: GEOGRAPHIC FUTURES","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"research paper","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=TG&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 Togo projects a significant increase in GDP per capita to US$5,969 by 2043, nearly doubling the overall economy to US$51 billion compared to the Current Path. While the scenario predicts a substantial reduction in extreme poverty—lifting an additional 3 million people—it also forecasts an increase in carbon emissions to 5 million tons by 2043. Agriculture and Free Trade are identified as the sectors with the highest potential for improving economic development.","ai_generated":true,"unit":"issafri-000287#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Combined Agenda 2063 scenario, which integrates 11 sectoral scenarios, is projected to increase Togo's GDP per capita to US$5,969 by 2043. This represents an increase of US$2,445 over the Current Path forecast and is US$2,179 higher than the projected average for low-income African countries in 2063.","ai_generated":true,"unit":"issafri-000287#insight-1","date_modified":"2026-10-23"},{"text":"Agriculture and Free Trade are the scenarios with the most significant positive impact on GDP per capita by 2043, while Health/WaSH and Education have the least impact. The integrated 'synergistic effect' of all scenarios is estimated to contribute approximately US$366.20 to GDP per capita in 2043.","ai_generated":true,"unit":"issafri-000287#insight-2","date_modified":"2026-10-23"},{"text":"The Combined Agenda 2063 scenario is expected to significantly reduce poverty in Togo. By 2043, only 1.56 million people (12.1% of the population) are projected to live below the poverty line, meaning 3 million more people would be lifted out of extreme poverty compared to the Current Path.","ai_generated":true,"unit":"issafri-000287#insight-3","date_modified":"2026-10-23"},{"text":"Togo's total GDP is projected to reach US$51 billion by 2043 under the Combined Agenda 2063 scenario, nearly doubling the Current Path estimate of US$25.8 billion. The service sector is expected to be the largest contributor, adding US$13.6 billion (2.2 percentage points) to the GDP, followed by manufacturing (US$5.8 billion) and agriculture (US$2.3 billion). ICT is projected to contribute US$2.1 billion (0.94 percentage points).","ai_generated":true,"unit":"issafri-000287#insight-4","date_modified":"2026-10-23"},{"text":"Environmental projections indicate that the Combined Agenda 2063 scenario will result in higher carbon emissions than the Current Path. Total carbon emissions in Togo are projected to rise from 0.94 million tons in 2019 to 5 million tons by 2043, compared to 3.5 million tons under the Current Path.","ai_generated":true,"unit":"issafri-000287#insight-5","date_modified":"2026-10-23"}],"climate_tags":["carbon dioxide emissions","agriculture","industrial manufacturing","economic development","poverty reduction","infrastructure"],"geography_discussed":["Africa"],"frame_perspective":[],"analysis_type":["forecasting","scenario analysis"]},{"id":"issafri-000288","url":"https://climateinsightsdirectory.org/document/issafri-000288","title":"South Sudan: Conclusion and Recommendations","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=SS&topic=05-conclusion","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The report evaluates South Sudan's development prospects through 2043, contrasting a 'Current Path' of gradual improvement with a 'Combined scenario' of integrated reforms. While the current path is deemed insufficient to meet the goals of the SSDP 2026–2036, the combined approach suggests that coordinated investments in agriculture, human capital, and infrastructure can accelerate poverty reduction and economic diversification. Key recommendations include scaling solar energy, implementing climate-smart agriculture, and leveraging the AfCFTA to reduce reliance on the oil sector.","ai_generated":true,"unit":"issafri-000288#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The 'Current Path' baseline, which assumes existing policies and trends continue, results in only gradual improvements in living standards, with poverty remaining widespread and energy access constrained by high costs and poor infrastructure.","ai_generated":true,"unit":"issafri-000288#insight-1","date_modified":"2026-10-23"},{"text":"A 'Combined scenario' of integrated reforms would lead to faster growth, sharper declines in poverty and inequality, and a more diversified economy with increased productivity in agriculture and manufacturing to create jobs outside the oil sector.","ai_generated":true,"unit":"issafri-000288#insight-2","date_modified":"2026-10-23"},{"text":"The report concludes that the Current Path is unlikely to achieve the targets of the forthcoming Development Plan (SSDP 2026–2036) or the goals of Agenda 2063 and the SDGs.","ai_generated":true,"unit":"issafri-000288#insight-3","date_modified":"2026-10-23"},{"text":"To achieve transformative development, South Sudan must prioritize low-carbon energy expansion, specifically scaling solar mini-grids and off-grid solutions, and integrate climate adaptation into planning to manage risks from floods and droughts.","ai_generated":true,"unit":"issafri-000288#insight-4","date_modified":"2026-10-23"}],"climate_tags":["economic diversity","agriculture","industrial manufacturing","solar energy","Mini-grids","clean cooking","biomass","climate change adaptation","disaster risk reduction","Climate-smart agriculture","Low carbon development"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["scenario-based analysis","forecasting"]},{"id":"issafri-000297","url":"https://climateinsightsdirectory.org/document/issafri-000297","title":"REPUBLIC OF THE CONGO DEVELOPMENT FUTURES: GEOGRAPHIC FUTURES","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=CG&topic=combined-agenda-2063","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report forecasts that the Combined Agenda 2063 scenario would significantly increase the Republic of the Congo's GDP per capita to US$12,917 by 2043, representing a 52.9% increase over the Current Path forecast. This integrated approach is expected to reduce the poverty rate by 16.5 percentage points, lifting 1.7 million additional people out of poverty. Economic diversification is a key outcome, with growth in manufacturing and services reducing the country's overdependence on oil extraction. While carbon emissions are projected to rise by 800,000 tons compared to the Current Path, this growth (19.5%) is disproportionately lower than the projected GDP increase (65%).","ai_generated":true,"unit":"issafri-000297#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Combined Agenda 2063 scenario is projected to increase the Republic of the Congo's GDP per capita to US$12,917 by 2043, which is 52.9% higher than the Current Path forecast. From 2019 to 2043, GDP per capita is expected to increase by 144.2%.","ai_generated":true,"unit":"issafri-000297#insight-1","date_modified":"2026-10-23"},{"text":"The scenario is expected to reduce the poverty rate by 16.5 percentage points compared to the Current Path, resulting in a rate of 27.3% and lifting an additional 1.7 million people out of poverty by 2043.","ai_generated":true,"unit":"issafri-000297#insight-2","date_modified":"2026-10-23"},{"text":"The scenario promotes economic diversification away from oil extraction. By 2043, the manufacturing sector is projected to add US$9.3 billion and the service sector US$18.4 billion to the economy. The energy sector's contribution to GDP is expected to decline by 3.2 percentage points compared to the Current Path.","ai_generated":true,"unit":"issafri-000297#insight-3","date_modified":"2026-10-23"},{"text":"Among the 11 sectoral scenarios, the Free Trade scenario provides the highest benefit to GDP per capita (an increase of US$682 by 2043), followed by Manufacturing/Transfers (US$647) and Leapfrogging (US$519). The Agriculture scenario has the third lowest impact, indicating sector underperformance.","ai_generated":true,"unit":"issafri-000297#insight-4","date_modified":"2026-10-23"},{"text":"Economic growth under the scenario will lead to an increase in carbon emissions of 800,000 tons compared to the 2043 Current Path forecast. However, emissions growth (19.5%) is significantly lower than the projected GDP growth (65%).","ai_generated":true,"unit":"issafri-000297#insight-5","date_modified":"2026-10-23"}],"climate_tags":["economic diversity","carbon dioxide emissions","industrial manufacturing","agriculture","poverty reduction"],"geography_discussed":["Africa"],"frame_perspective":[],"analysis_type":["forecasting","scenario analysis"]},{"id":"issafri-000298","url":"https://climateinsightsdirectory.org/document/issafri-000298","title":"South Sudan: Introduction","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2026-06-15","source_url":"https://futures.issafrica.org/geographic/guide.pdf?geography=SS&topic=01-introduction","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines South Sudan's challenges since its 2011 independence, including persistent political instability, a severe humanitarian crisis, and extreme economic dependence on oil. It highlights the impact of climate variability on agriculture and the country's efforts toward regional integration through the East African Community and the African Union.","ai_generated":true,"unit":"issafri-000298#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"South Sudan faces a severe governance and stability crisis, characterized by widespread corruption and persistent conflict. The country ranked 180 out of 180 in Transparency International’s 2023 Corruption Perceptions Index and was ranked 3rd in the 2024 Fragile States Index.","ai_generated":true,"unit":"issafri-000298#insight-1","date_modified":"2026-10-23"},{"text":"The nation is experiencing a critical humanitarian crisis, with an estimated 7.5 to 7.7 million people facing high levels of acute food insecurity (IPC Phase 3+) during 2025-2026, driven by economic crises, chronic conflict, and climate disasters such as floods.","ai_generated":true,"unit":"issafri-000298#insight-2","date_modified":"2026-10-23"},{"text":"South Sudan's economy is highly vulnerable due to its extreme reliance on oil, which accounts for nearly all export earnings and approximately 90% of government revenue. This vulnerability was evidenced in 2024 when conflict in Sudan disrupted a pipeline that carried about 70% of South Sudan's oil exports, triggering a fiscal crisis.","ai_generated":true,"unit":"issafri-000298#insight-3","date_modified":"2026-10-23"},{"text":"Climate change and variability, specifically severe droughts and floods, are crippling the country's infrastructure and agriculture. Building climate resilience is identified as a key development priority, aligned with Sustainable Development Goal 13 and Agenda 2063.","ai_generated":true,"unit":"issafri-000298#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate change","climate resilience","flood","drought","agriculture","water management","energy independence"],"geography_discussed":["Sudan","Ethiopia","Kenya","Uganda","Democratic Republic of the Congo","Central African Republic","Juba"],"frame_perspective":[],"analysis_type":["geographic profile","socio-economic assessment"]}]}