{"query_echo":{"q":"","filters":{"geography":["Madagascar"]},"warnings":[]},"total":{"value":560,"relation":"eq"},"page":19,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Madagascar&page=19","next":"https://climateinsightsdirectory.org/api/v1/search?geography=Madagascar&page=20","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":"napglob-000170","url":"https://climateinsightsdirectory.org/document/napglob-000170","title":"Towards Gender-Responsive National Adaptation Plan (NAP) Processes: Progress and Recommendations for the Way Forward","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"en","date_published":"2018","source_url":"https://napglobalnetwork.org/wp-content/uploads/2018/04/napgn-en-2018-towards-gender-responsive-nap-processes-synthesis-report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that while most reviewed National Adaptation Plans (NAPs) mention gender, they often conflate gender with women's issues and position women as vulnerable beneficiaries rather than agents of change. It highlights significant gaps in context-specific gender analysis and the underutilization of existing in-country gender capacities. The authors recommend that governments commit to gender-responsive processes, enhance institutional linkages between climate and gender actors, and that development partners invest in capacity building and harmonize gender mainstreaming guidance.","ai_generated":true,"unit":"napglob-000170#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Most countries have attempted to integrate gender into their NAP documents, but these references often lack detail on how goals will be achieved. For example, Sudan identifies gender sensitivity as a \"foundational principle\" and Cameroon links reducing vulnerability to addressing gender-based violence, yet few documents explain the practical implementation of these ambitions.","ai_generated":true,"unit":"napglob-000170#insight-1","date_modified":"2026-10-23"},{"text":"Gender integration in NAP documents is frequently limited to a focus on women rather than a broader analysis of gender dynamics. This is evidenced by the fact that women are mentioned far more often than the term 'gender', leading to strategies that target women specifically—such as women's cooperative societies in Sudan—without addressing the underlying power structures and roles of men.","ai_generated":true,"unit":"napglob-000170#insight-2","date_modified":"2026-10-23"},{"text":"Women are predominantly framed as vulnerable groups or beneficiaries of adaptation rather than as active stakeholders or agents of change. In Brazil, for instance, women's status is cited as a contributing factor to vulnerability, and they are often grouped with children and the elderly as the \"most vulnerable\" without analysis of the specific drivers of that vulnerability.","ai_generated":true,"unit":"napglob-000170#insight-3","date_modified":"2026-10-23"},{"text":"There is a significant lack of context-specific gender analysis in NAP processes. While about half of the reviewed documents showed some evidence of its use—such as Palestine analyzing factors limiting adaptive capacity for women—self-assessments from 10 out of 15 countries indicated that gender analysis had not yet been used in their planning phase.","ai_generated":true,"unit":"napglob-000170#insight-4","date_modified":"2026-10-23"},{"text":"Adaptation options designed for women tend to reinforce traditional gender roles by focusing on household management, such as water access and family health in Burkina Faso, Cameroon, Palestine, and Sudan. Very few documents, with Burkina Faso being an exception, address women's economic empowerment through income-generating activities.","ai_generated":true,"unit":"napglob-000170#insight-5","date_modified":"2026-10-23"},{"text":"Although capacities to integrate gender exist within various government ministries, NGOs, and academic institutions, they are often not effectively utilized in the NAP process. More than half of the countries in the self-assessment felt these capacities were underused, often due to a lack of inclusion of gender representatives in institutional arrangements from the start.","ai_generated":true,"unit":"napglob-000170#insight-6","date_modified":"2026-10-23"},{"text":"Institutional and conceptual barriers hinder gender integration, including the tendency to treat adaptation as a technical 'hard' issue (focusing on infrastructure) and a lack of collaboration between climate and gender ministries. Additionally, information gaps persist regarding sex-disaggregated data on climate impacts and adaptation needs.","ai_generated":true,"unit":"napglob-000170#insight-7","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","gender mainstreaming","climate change adaptation","climate finance","vulnerability assessment","gender equality"],"geography_discussed":["Brazil","Burkina Faso","Cameroon","Chile","Kenya","Sri Lanka","Palestine","Sudan","Togo","Albania","Benin","Grenada","Jamaica","Kiribati","Madagascar","Malawi","Mexico","Philippines","Tanzania","Thailand","Tuvalu"],"frame_perspective":[],"analysis_type":["synthesis report","document review","self-assessment"]},{"id":"seforall-000226","url":"https://climateinsightsdirectory.org/document/seforall-000226","title":"Tracking SDG7: The Energy Progress Report 2018","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"report","language":"en","date_published":"2018","source_url":"https://www.seforall.org/system/files/2019-05/TrackingSDG7_18electrification_annex.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes electricity access in 20 high-deficit countries by comparing government reports, utility data, household surveys, and solar sales. It consistently finds that household consumption (wealth) is a stronger driver of access disparity than gender, although specific national patterns vary. In many cases, significant gaps exist between formal utility connection rates and household survey results, often attributed to off-grid solutions, informal connections, or self-supply methods like diesel generators.","ai_generated":true,"unit":"seforall-000226#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In Bangladesh, there is a significant gap of 18.8% between the electrification rate reported by the HIES (75.9%) and the estimated grid connection rate (57.1%), which is partially explained by off-grid solar solutions providing service to 11.6% of the population in 2016.","ai_generated":true,"unit":"seforall-000226#insight-1","date_modified":"2026-10-23"},{"text":"In Burkina Faso, electricity access is highly skewed by wealth, with access rates improving by more than 38 times from the bottom consumption quintile to the top quintile.","ai_generated":true,"unit":"seforall-000226#insight-2","date_modified":"2026-10-23"},{"text":"The Democratic Republic of Congo exhibits a massive disparity in access based on wealth, with access rates improving by more than 60 times from the bottom quintile to the top quintile, a gradient steeper than most other large access deficit countries in Sub-Saharan Africa.","ai_generated":true,"unit":"seforall-000226#insight-3","date_modified":"2026-10-23"},{"text":"In Ethiopia, a high rate of shared metered connections due to high connection charges explains why household surveys report a grid connection rate of 29%, while utility data estimates it at 10.5%.","ai_generated":true,"unit":"seforall-000226#insight-4","date_modified":"2026-10-23"},{"text":"India's electrification is driven by a $2.5 billion program aiming for universal access by December 2018, with a formal grid connection rate estimated at 80.3% in 2017.","ai_generated":true,"unit":"seforall-000226#insight-5","date_modified":"2026-10-23"},{"text":"In Kenya, off-grid solar power is a significant contributor to access, with 14.1% of the population relying on it according to household surveys, compared to a formal grid connection rate of 40.4%.","ai_generated":true,"unit":"seforall-000226#insight-6","date_modified":"2026-10-23"},{"text":"Tanzania shows a severe wealth-based access gap, where the access rate for the top quintile is 19 times that of the bottom quintile.","ai_generated":true,"unit":"seforall-000226#insight-7","date_modified":"2026-10-23"},{"text":"In Nigeria, there is a substantial gap between the formal and informal grid connection rate (combined at 26.5%) and the household survey electrification rate (59.3%), partly due to self-supply via diesel generation which serves an additional 5.2% of the population.","ai_generated":true,"unit":"seforall-000226#insight-8","date_modified":"2026-10-23"},{"text":"Pakistan reports a high formal grid connection rate of 82.4%, with an additional 1.7% of the population estimated to have access through informal connections, particularly shared metered connections.","ai_generated":true,"unit":"seforall-000226#insight-9","date_modified":"2026-10-23"},{"text":"In Sudan, gender is a more significant driver of access disparity than in other Sub-Saharan African countries, with male-headed households outperforming female-headed households by 12 percentage points.","ai_generated":true,"unit":"seforall-000226#insight-10","date_modified":"2026-10-23"}],"climate_tags":["energy poverty","energy transition"],"geography_discussed":["Asia","sub-Saharan Africa"],"frame_perspective":[],"analysis_type":["comparative analysis","data triangulation","socioeconomic disaggregation"]},{"id":"wri-001688","url":"https://climateinsightsdirectory.org/document/wri-001688","title":"The Business of Planting Trees","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"report","language":"en","date_published":"2018","source_url":"https://wriorg.s3.amazonaws.com/s3fs-public/business-planting-trees_0.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies a growing \"restoration economy\" where businesses generate financial returns by improving the ecological function of degraded landscapes. It categorizes these opportunities into four main investment themes: technology, consumer products, project management, and commercial forestry. Through case studies of 14 companies across eight countries, the authors illustrate how various models—from drone-based reforestation and climate-smart credit for smallholders to sustainable timber and bamboo plantations—can scale. The document highlights that while significant market opportunities exist due to government pledges and rising resource demand, investors face hurdles such as high transaction costs, low liquidity, and insecure land tenure in developing regions.","ai_generated":true,"unit":"wri-001688#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The emerging \"restoration economy\" consists of a diverse range of business models that provide financial returns while restoring degraded forests and agricultural lands, with some companies growing rapidly, such as one that expanded from 110 to 450 employees in 18 months.","ai_generated":true,"unit":"wri-001688#insight-1","date_modified":"2026-10-23"},{"text":"The report identifies four primary investment themes in land restoration: technology (improving efficiency and lowering costs), consumer products (linking sales to restoration), project management (end-to-end implementation), and commercial forestry (sustainable timber on degraded land).","ai_generated":true,"unit":"wri-001688#insight-2","date_modified":"2026-10-23"},{"text":"Technological innovations are reducing the high upfront costs of active restoration. For example, drone technology can plant seeds up to 150 times faster than traditional hand-planting, and specialized products like the 'Cocoon' can increase young tree survival rates from 0–20 percent to 75閕 percent in arid lands.","ai_generated":true,"unit":"wri-001688#insight-3","date_modified":"2026-10-23"},{"text":"Consumer-facing business models are creating new funding channels for restoration by integrating it into their core value proposition. Examples include search engines using ad profits for reforestation and apparel companies planting 10 trees for every product sold.","ai_generated":true,"unit":"wri-001688#insight-4","date_modified":"2026-10-23"},{"text":"Project management firms are increasingly essential for handling the logistical complexity of restoration, often driven by government mandates. In the U.S., compensatory mitigation requirements generate an estimated $3.8 billion annually from restoration and conservation activities.","ai_generated":true,"unit":"wri-001688#insight-5","date_modified":"2026-10-23"},{"text":"Sustainable commercial forestry on degraded land offers significant returns; impact investing funds in the timber sector produced internal rates of return (IRRs) of 5.9 percent compared to 3.3 percent for conventional timber funds between 1997 and 2014.","ai_generated":true,"unit":"wri-001688#insight-6","date_modified":"2026-10-23"},{"text":"Distributed plantation models, where supply is aggregated from smallholder farmers, are particularly promising in Africa to meet wood demand without destroying natural forests. In Kenya, this model can provide a local family with two to seven years' worth of baseline annual cash income from a single harvest.","ai_generated":true,"unit":"wri-001688#insight-7","date_modified":"2026-10-23"},{"text":"Bamboo plantations represent a high-productivity alternative to traditional timber, as bamboo can be harvested repeatedly for up to 40 years and stores more carbon than similar-sized tree species.","ai_generated":true,"unit":"wri-001688#insight-8","date_modified":"2026-10-23"},{"text":"Mixed-species plantations can increase wood production through a \"diversity dividend,\" as a 10 percent loss in tree diversity in natural forests typically leads to a 3 percent loss in wood production.","ai_generated":true,"unit":"wri-001688#insight-9","date_modified":"2026-10-23"},{"text":"Significant systemic barriers hinder the restoration economy, including the market's failure to fully value biodiversity and carbon sequestration, government subsidies for conventional agriculture that incentivize land degradation, and long investment horizons of 10–20 years.","ai_generated":true,"unit":"wri-001688#insight-10","date_modified":"2026-10-23"}],"climate_tags":["nature restoration","reforestation","agroforestry","carbon sequestration","green infrastructure","biodiversity","nature-based solutions","carbon offset"],"geography_discussed":["Canada","Myanmar","Australia","United Kingdom","Netherlands","Mexico","People's Republic of China","Ghana","Rwanda","Argentina","Paraguay","Madagascar","Nepal","Germany","France","Burkina Faso","Indonesia","Morocco","Nicaragua","Peru","Tanzania","Uganda","Costa Rica","Panama","Colombia","New Zealand","Malaysia","Laos","South Africa"],"frame_perspective":[],"analysis_type":["case study","market analysis","investment guide"]},{"id":"issafri-001042","url":"https://climateinsightsdirectory.org/document/issafri-001042","title":"Looking for a home","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2017-11","source_url":"https://issafrica.s3.amazonaws.com/site/uploads/ar-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"This report by the Institute for Security Studies examines the African Union's (AU) use of mediation as a conflict-prevention tool. It analyzes the institutional gaps, the tension between formal and informal approaches, and the need for a more structured, long-term strategy to address the root causes of conflict in Africa.","ai_generated":true,"unit":"issafri-001042#summary","date_modified":"2026-08-17"},"key_insights":[{"text":"The African Union lacks a standardized definition of mediation, leading to a reliance on informal approaches to avoid political sensitivities and bypass the need for formal mandates from disputing parties.","ai_generated":true,"unit":"issafri-001042#insight-1","date_modified":"2026-08-17"},{"text":"AU mediation is primarily operational, focusing on immediate causes of conflict, while structural prevention—which addresses root causes like governance and economic development—remains largely at the policy level without practical implementation steps.","ai_generated":true,"unit":"issafri-001042#insight-2","date_modified":"2026-08-17"},{"text":"The AU utilizes four distinct categories of mediators: Special Envoys, High Representatives of the Chairperson, Special Representatives of the Chairperson, and High Level Ad Hoc Committees, though their roles and mandates are often interchangeable.","ai_generated":true,"unit":"issafri-001042#insight-3","date_modified":"2026-08-17"},{"text":"Internal coordination is hindered by 'turf battles' and blurred lines of responsibility between different AU divisions, specifically the Conflict Prevention and Early Warning (CPEW) and the Crisis Management and Post-Conflict Reconstruction (CMPCRD) divisions.","ai_generated":true,"unit":"issafri-001042#insight-4","date_modified":"2026-08-17"},{"text":"The AU faces coordination challenges with Regional Economic Communities (RECs) due to differing interpretations of the principle of subsidiarity, leading to conflicting mediation approaches in countries such as Madagascar, Guinea-Bissau, and Burundi.","ai_generated":true,"unit":"issafri-001042#insight-5","date_modified":"2026-08-17"},{"text":"The Mediation Support Unit (MSU), established in 2016 to provide systematic technical and logistical support, remained unstaffed and without defined practical approaches as of November 2017 due to internal bureaucratic debates.","ai_generated":true,"unit":"issafri-001042#insight-6","date_modified":"2026-08-17"},{"text":"AU mediation funding is unpredictable due to a heavy reliance on voluntary bilateral donors; a proposed 0.2% levy on imports from outside Africa to revitalize the AU Peace Fund could provide more sustainable funding for preventive diplomacy.","ai_generated":true,"unit":"issafri-001042#insight-7","date_modified":"2026-08-17"},{"text":"To improve effectiveness, the AU must move away from 'quick-fix' solutions and increase inclusivity by bringing women and civil society organizations to the negotiation table to address long-term structural causes of conflict.","ai_generated":true,"unit":"issafri-001042#insight-8","date_modified":"2026-08-17"}],"climate_tags":[],"geography_discussed":["Burundi","South Sudan","Sudan","Somalia","Comoros","Central African Republic","Ghana","Ivory Coast","Libya","Mozambique","Zimbabwe","The Gambia","Liberia","Guinea-Bissau","Madagascar","Burkina Faso","Democratic Republic of the Congo"],"frame_perspective":[],"analysis_type":["institutional assessment","policy analysis"]},{"id":"prio-000999","url":"https://climateinsightsdirectory.org/document/prio-000999","title":"Water Stress and Conflicts in Africa","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"policy brief","language":"en","date_published":"2017-11","source_url":"https://cdn.cloud.prio.org/files/c49e53c2-64e5-4112-801a-a9b482e09c19/Raleigh et al - Water Stress and Conflicts in Africa PRIO Policy Brief 11-2017.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document challenges the narrative that water scarcity directly causes violent conflict, asserting instead that the 'politics of water'—including corruption, marginalization, and poor state management—increases conflict risks. While Africa faces significant physical water stress, with 65% of the population experiencing occasional stress and 82% of the continent being arid or semi-arid, empirical research suggests that scarcity often leads to cooperation rather than violence. Conflict typically emerges when water is treated as a 'club good' distributed based on political weight or social networks rather than need. This is particularly evident in the disparity between urban and rural access, the prioritization of cash crops for irrigation, and the rise of informal service providers, such as gangs and militias, who exploit water needs for profit in weak states.","ai_generated":true,"unit":"prio-000999#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Empirical research largely refutes a direct causal link between water scarcity and violent conflict, noting that local scarcity often results in cooperation in both domestic and international contexts.","ai_generated":true,"unit":"prio-000999#insight-1","date_modified":"2026-10-23"},{"text":"Conflict risk is primarily driven by the 'politics of water,' where distribution is based on the political influence of communities and social networks rather than actual need or vulnerability.","ai_generated":true,"unit":"prio-000999#insight-2","date_modified":"2026-10-23"},{"text":"Africa faces high physical vulnerability to water stress, with 82% of the continent being arid or semi-arid and 65% of the population living with occasional water stress.","ai_generated":true,"unit":"prio-000999#insight-3","date_modified":"2026-10-23"},{"text":"Water infrastructure and irrigation are unevenly distributed, often favoring economically productive areas producing cash crops for export and communities with favored relationships with governments.","ai_generated":true,"unit":"prio-000999#insight-4","date_modified":"2026-10-23"},{"text":"Poor state management and a lack of formal bureaucracy lead to the emergence of informal service providers (ISPs), including gangs and militias, who use water provision for 'rent seeking' and profit, increasing urban insecurity.","ai_generated":true,"unit":"prio-000999#insight-5","date_modified":"2026-10-23"},{"text":"Tensions frequently arise over land and water ownership, particularly when pastoralists are pressured to settle or when rangelands are fenced to limit encroachment.","ai_generated":true,"unit":"prio-000999#insight-6","date_modified":"2026-10-23"},{"text":"In Sub-Saharan Africa, approximately 40% of the population lacks access to improved water sources, with state delivery stagnating in rural areas while marginally increasing in urban centers since the early 2000s.","ai_generated":true,"unit":"prio-000999#insight-7","date_modified":"2026-10-23"}],"climate_tags":["water scarcity","climate change","water-management","climate variability","agricultural irrigation","climate change adaptation"],"geography_discussed":["Kenya","Uganda","Somalia","South Sudan","Madagascar","Ethiopia","Central African Republic","Democratic Republic of the Congo","Tanzania"],"frame_perspective":[],"analysis_type":["policy analysis","empirical review"]},{"id":"iisd-000500","url":"https://climateinsightsdirectory.org/document/iisd-000500","title":"IGF Mining Policy Framework Assessment: Rwanda","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2017-08-18","source_url":"https://www.iisd.org/publications/report/igf-mining-policy-framework-assessment-rwanda","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines the assessment of Rwanda's mining policy framework conducted by the IGF. The process involves evaluating national and international frameworks across six themes—Legal and Policy Environment, Financial Benefit Optimization, Socioeconomic Benefit Optimization, Environmental Management, Post-Mining Transition, and Artisanal and Small-scale Mining (ASM)—to measure the country's readiness to implement international best practices. This assessment serves as the first phase of a project that leads to the development of a government capacity-building program aimed at leveraging mining for sustainable development and poverty alleviation.","ai_generated":true,"unit":"iisd-000500#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The IGF Mining Policy Framework (MPF) assessment evaluates a country's mining and minerals management across six specific themes: Legal and Policy Environment, Financial Benefit Optimization, Socioeconomic Benefit Optimization, Environmental Management, the Post-Mining Transition, and Artisanal and Small-scale Mining (ASM).","ai_generated":true,"unit":"iisd-000500#insight-1","date_modified":"2026-10-23"},{"text":"The assessment process consists of two phases: first, identifying strengths and gaps in national laws and policies relative to international best practices, and second, collaborating with the government to create a capacity-building program to address those gaps.","ai_generated":true,"unit":"iisd-000500#insight-2","date_modified":"2026-10-23"}],"climate_tags":["sustainable development","poverty reduction"],"geography_discussed":["Dominican Republic","Madagascar","Mongolia","Senegal","Suriname","Uganda","Canada","Africa"],"frame_perspective":[],"analysis_type":["policy assessment"]},{"id":"iisd-001998","url":"https://climateinsightsdirectory.org/document/iisd-001998","title":"IGF Mining Policy Framework Assessment: Rwanda","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2017-08","source_url":"https://www.iisd.org/system/files/publications/rwanda-mining-policy-framework-assessment-en.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The assessment finds that Rwanda possesses a strong legal and regulatory framework for mining, particularly in permitting and the formalization of artisanal and small-scale mining (ASM). However, it identifies significant gaps in the implementation of these policies, specifically regarding environmental monitoring, socioeconomic impact assessments, and mine closure planning. While the government shows a strong willingness to improve the sector, the report highlights a lack of technical capacity and a need for better integration between the Rwanda Development Board (RDB) and the Ministry of Natural Resources (MINIRENA).","ai_generated":true,"unit":"iisd-001998#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Rwanda has a robust legal and regulatory structure for mining, including guidance for environmental impact assessments (EIAs), environmental monitoring, and a mine inspector checklist. The government regularly reviews its mining policy, with a draft for 2017 intended to further address sustainable development.","ai_generated":true,"unit":"iisd-001998#insight-1","date_modified":"2026-10-23"},{"text":"The artisanal and small-scale mining (ASM) sector is well-integrated into the national economy and has made significant progress toward formalization through the use of cooperatives and unions. There is no evidence of child labour, and women are well-integrated into the workforce.","ai_generated":true,"unit":"iisd-001998#insight-2","date_modified":"2026-10-23"},{"text":"Financial benefit optimization is rated as medium to low. While Rwanda uses a diverse revenue-generation framework including a 30 per cent corporate income tax and royalties (4 per cent for base metals, 6 per cent for precious metals and gemstones), it faces challenges with base erosion, profit shifting, and limited access to financing for miners.","ai_generated":true,"unit":"iisd-001998#insight-3","date_modified":"2026-10-23"},{"text":"Socioeconomic benefit optimization is considered low due to a lack of formal grievance mechanisms and a consultation process that does not meet international best practice standards, such as the IFC Performance Standards. While CSR plans are required, social and health impact assessments are not formally mandated.","ai_generated":true,"unit":"iisd-001998#insight-4","date_modified":"2026-10-23"},{"text":"Environmental management is rated low, primarily due to a critical shortage of mine inspectors—only seven for the entire country, all based in Kigali. There is also a lack of specific water quality guidelines for metal contamination and poor quality of emergency preparedness.","ai_generated":true,"unit":"iisd-001998#insight-5","date_modified":"2026-10-23"},{"text":"The post-mining transition framework is rated low, as Rwanda has limited experience with mine closure. There is a lack of detailed planning and costing for closure, and the current environmental guarantees are perceived as insufficient to fully rehabilitate sites.","ai_generated":true,"unit":"iisd-001998#insight-6","date_modified":"2026-10-23"},{"text":"There is a lack of institutional harmonization, specifically between the Rwanda Development Board (RDB) and the Ministry of Natural Resources (MINIRENA), which hinders efficiency and the ability to attract foreign direct investment.","ai_generated":true,"unit":"iisd-001998#insight-7","date_modified":"2026-10-23"},{"text":"Despite having geological data available to the 1:100,000 scale, potential investors find the information insufficient for detailed resource evaluations, which acts as an impediment to foreign investment.","ai_generated":true,"unit":"iisd-001998#insight-8","date_modified":"2026-10-23"}],"climate_tags":["sustainable development","environmental impact assessment","climate finance","biodiversity protection"],"geography_discussed":["Democratic Republic of the Congo","Burundi","Tanzania","Uganda","Dominican Republic","Madagascar","Mongolia","Senegal","Suriname","Kigali","Burera District","Ngoma District","Rulindo District"],"frame_perspective":[],"analysis_type":["policy assessment","gap analysis"]},{"id":"sei-002847","url":"https://climateinsightsdirectory.org/document/sei-002847","title":"What roles could private actors play in agricultural adaptation in sub-Saharan Africa?","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"briefing","language":"en","date_published":"2017-08","source_url":"https://www.sei.org/wp-content/uploads/2017/08/what-roles-could-private-actors-play-in-agricultural-adaptatation-in-sub-saharan-africa.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyses 64 agricultural adaptation projects in sub-Saharan Africa approved between 2010 and 2016, finding that 61% involved the private sector. It categorises this involvement into three levels: stimulating future investment through awareness and business models, using private actors as service providers for public activities, and leveraging private capital through incentives. While the first two roles are more common, the report finds limited evidence of large-scale private investment being leveraged, with one notable exception in Madagascar. The authors argue that project designers should identify commercial opportunities across the entire value chain from the start to better attract diverse private actors.","ai_generated":true,"unit":"sei-002847#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Between 2010 and 2016, 61% of the 64 identified agricultural adaptation projects in sub-Saharan Africa funded by five international climate funds and Rwanda’s Green Fund (FONERWA) included the private sector.","ai_generated":true,"unit":"sei-002847#insight-1","date_modified":"2026-10-23"},{"text":"Private sector involvement in these projects generally falls into three categories: stimulating future investment via awareness, acting as providers of goods and services using public finance, or directly investing capital leveraged by public finance.","ai_generated":true,"unit":"sei-002847#insight-2","date_modified":"2026-10-23"},{"text":"Many projects focus on raising awareness of climate risks and business opportunities to stimulate future investment, including the development of tailored weather-based insurance and business models for ecosystem-based adaptation in Rwanda.","ai_generated":true,"unit":"sei-002847#insight-3","date_modified":"2026-10-23"},{"text":"Private actors frequently serve as implementers of public activities by providing inputs like drought-resistant seeds and fertilizers, or services such as irrigation training and post-harvest infrastructure management.","ai_generated":true,"unit":"sei-002847#insight-4","date_modified":"2026-10-23"},{"text":"There is limited evidence of public finance successfully leveraging private investment at scale, with the most significant example being a GCF-funded project in Madagascar where a private investor is expected to increase equity from US$ 0.5 million to US$ 50.5 million.","ai_generated":true,"unit":"sei-002847#insight-5","date_modified":"2026-10-23"},{"text":"The report recommends that policy-makers identify commercial opportunities across the entire agricultural value chain—including post-harvest and commercialization stages—rather than focusing solely on production to better attract private actors.","ai_generated":true,"unit":"sei-002847#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate finance","private investment","smallholder","ecosystem-based adaptation","agricultural irrigation","public–private partnership"],"geography_discussed":["Rwanda","Madagascar","Zambia","Niger","Namibia","Djibouti","The Gambia","Angola"],"frame_perspective":[],"analysis_type":["project review","policy analysis"]},{"id":"saiia-001856","url":"https://climateinsightsdirectory.org/document/saiia-001856","title":"INTEGRATED COMMUNITY- AND ECOSYSTEM-BASED APPROACHES TO CLIMATE CHANGE ADAPTATION","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"policy brief","language":"en","date_published":"2017-06","source_url":"https://saiia.org.za/wp-content/uploads/2017/06/Policy-Insights-49.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the shift from top-down, infrastructure-heavy climate adaptation to integrated, bottom-up approaches. It details the roles of Ecosystem-based Adaptation (EbA) and Community-based Adaptation (CbA), arguing that their conceptual overlap makes an integrated approach more effective. The author emphasizes the need for stronger quantitative evidence and the mainstreaming of these strategies into national and regional policy frameworks to achieve scale, drawing lessons from community-based natural resource management (CBNRM).","ai_generated":true,"unit":"saiia-001856#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate adaptation strategies have evolved from traditional, top-down, hard infrastructure-based responses toward dynamic, integrative strategies that address social and economic drivers of risk and empower local participatory decision-making.","ai_generated":true,"unit":"saiia-001856#insight-1","date_modified":"2026-10-23"},{"text":"The Intergovernmental Panel on Climate Change (IPCC) identifies three 'entry points' for adaptation: addressing human security and ecosystem management, making incremental adjustments to institutions and physical structures, and implementing transformative adaptation that changes fundamental system attributes through innovation and new governance.","ai_generated":true,"unit":"saiia-001856#insight-2","date_modified":"2026-10-23"},{"text":"Ecosystem-based Adaptation (EbA) utilizes biodiversity and ecosystem services to help people adapt to climate change, with applications in Africa frequently appearing in the agricultural and forestry sectors via national adaptation programmes of action (NAPAs) and Nationally Determined Contributions (NDCs).","ai_generated":true,"unit":"saiia-001856#insight-3","date_modified":"2026-10-23"},{"text":"Community-based Adaptation (CbA) is a human rights-based approach that prioritizes the most vulnerable, including women in least developed countries, by merging traditional indigenous knowledge with technical capacities to enhance livelihood resilience.","ai_generated":true,"unit":"saiia-001856#insight-4","date_modified":"2026-10-23"},{"text":"There is substantial conceptual overlap between CbA and EbA, and integrating them allows practitioners to better account for both socio-economic complexities and ecological integrity, avoiding the misleading artificial separation of the two.","ai_generated":true,"unit":"saiia-001856#insight-5","date_modified":"2026-10-23"},{"text":"To secure policy buy-in and scale impact, there is a critical need for more quantitative evidence, cost-benefit analyses, and the mainstreaming of CbA and EbA into local, regional, and national government planning processes.","ai_generated":true,"unit":"saiia-001856#insight-6","date_modified":"2026-10-23"},{"text":"Community-based natural resource management (CBNRM) provides a model for CbA and EbA by demonstrating how devolving rights and management authority to local institutions, combined with tangible household benefits, can incentivize sustainable behavior.","ai_generated":true,"unit":"saiia-001856#insight-7","date_modified":"2026-10-23"}],"climate_tags":["Community based adaptation","ecosystem-based adaptation","climate change adaptation","biodiversity","nature-based solutions","Nationally Determined Contributions","climate finance","disaster risk reduction"],"geography_discussed":["South Africa","Madagascar","Philippines","Kenya","India","People's Republic of China","Peru","Uganda"],"frame_perspective":[],"analysis_type":["policy analysis","literature review"]},{"id":"issafri-002767","url":"https://climateinsightsdirectory.org/document/issafri-002767","title":"Violent extremism in South Africa","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"policy brief","language":"en","date_published":"2017-05","source_url":"https://issafrica.s3.amazonaws.com/site/uploads/sareport7-v2.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document assesses the threat of violent extremism in South Africa, concluding that while the overall risk of a major attack is low, the country remains vulnerable to 'lone wolf' incidents and the use of its infrastructure as a base for international extremists. It details the history of far-right groups like the AWB and Boeremag, the militant activities of Pagad in the 1990s, and recent concerns regarding South Africans joining ISIS. The brief highlights systemic vulnerabilities such as government corruption and porous borders, while recommending a focus on youth engagement, social cohesion, and improved intelligence capabilities.","ai_generated":true,"unit":"issafri-002767#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The overall threat of a major terrorist attack in South Africa is considered low, partly because the country's non-interventionist foreign policy makes it a less likely target for retaliation compared to states with interventionist policies.","ai_generated":true,"unit":"issafri-002767#insight-1","date_modified":"2026-10-23"},{"text":"South Africa has a long history of far-right extremism rooted in Afrikaner nationalism and Calvinist religion, with groups like the AWB and Boeremag carrying out bombings and plotting a military coup to reinstate white rule.","ai_generated":true,"unit":"issafri-002767#insight-2","date_modified":"2026-10-23"},{"text":"Between 1996 and 2000, the militant arm of Pagad, known as the G-Force, carried out approximately 472 attacks using grenades, shootings, and petrol and pipe bombs.","ai_generated":true,"unit":"issafri-002767#insight-3","date_modified":"2026-10-23"},{"text":"Between 60 and 100 South Africans are estimated to have joined ISIS, with many motivated by a sense of global injustice, a desire to live in a state governed by Shariah law, or romanticised notions of a utopian Islamic state.","ai_generated":true,"unit":"issafri-002767#insight-4","date_modified":"2026-10-23"},{"text":"Government corruption acts as both a motivator for radicalisation by undermining state legitimacy and an enabling factor that facilitates extremist operations, such as the procurement of fraudulent passports.","ai_generated":true,"unit":"issafri-002767#insight-5","date_modified":"2026-10-23"},{"text":"South Africa's established infrastructure and overstretched police service make it an attractive location for extremists to use as a hideout or a base for planning operations while maintaining a low profile.","ai_generated":true,"unit":"issafri-002767#insight-6","date_modified":"2026-10-23"},{"text":"High levels of youth unemployment, inequality, and perceptions of marginalisation create a vulnerability that could be exploited by radical groups to forward their agendas.","ai_generated":true,"unit":"issafri-002767#insight-7","date_modified":"2026-10-23"},{"text":"The South African government has adopted a 'persuasion rather than prosecution' approach, involving community leaders to counter radical narratives and avoiding heavy-handed tactics that might alienate populations.","ai_generated":true,"unit":"issafri-002767#insight-8","date_modified":"2026-10-23"}],"climate_tags":["national security"],"geography_discussed":["Iraq","Syria","Nigeria","Kenya","Somalia","Mozambique","Namibia","Madagascar","United States","United Kingdom"],"frame_perspective":[],"analysis_type":["threat assessment","policy evaluation"]},{"id":"saiia-000837","url":"https://climateinsightsdirectory.org/document/saiia-000837","title":"INTEGRATED MARINE AND COASTAL MANAGEMENT IN THE WESTERN INDIAN OCEAN: TOWARDS A SUSTAINABLE OCEANS ECONOMY","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"research paper","language":"en","date_published":"2017-05","source_url":"https://saiia.org.za/wp-content/uploads/2017/05/Occasional-Paper-258.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the governance of marine and coastal resources in the Western Indian Ocean (WIO), emphasizing the need for integrated coastal management (ICM) and coastal and marine spatial planning (CMSP) to balance economic growth with biodiversity conservation. It highlights the role of marine protected areas (MPAs) and locally managed marine areas (LMMAs) in securing ecosystem services and supporting livelihoods. The author argues that for the 'Blue Economy' to be sustainable, conservation must be integrated into development agendas through economic valuations of natural capital and inclusive, community-based management to avoid 'ocean grabbing' and ensure equitable benefit-sharing.","ai_generated":true,"unit":"saiia-000837#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Western Indian Ocean (WIO) region's natural capital is under significant pressure from population growth, habitat degradation, and resource exploitation, including oil and gas extraction, commercial fishing, and tourism.","ai_generated":true,"unit":"saiia-000837#insight-1","date_modified":"2026-10-23"},{"text":"Coastal and marine spatial planning (CMSP) and integrated coastal management (ICM) are essential tools for the WIO to avoid resource conflicts and ensure that biodiversity objectives are integrated into Blue Economy decision-making.","ai_generated":true,"unit":"saiia-000837#insight-2","date_modified":"2026-10-23"},{"text":"While many WIO countries have established MPAs, overall effectiveness is low; only 29.6% of reef-related MPAs in the region are considered effective, and many are 'paper parks' lacking management plans or enforcement.","ai_generated":true,"unit":"saiia-000837#insight-3","date_modified":"2026-10-23"},{"text":"Economic evidence suggests that expanding MPA networks is viable, with an estimated economic rate of return as high as 24% and the potential for net benefits between $490 billion and $920 billion from 2015 to 2050.","ai_generated":true,"unit":"saiia-000837#insight-4","date_modified":"2026-10-23"},{"text":"Locally managed marine areas (LMMAs) and community conservation areas (CCAs) are often more socially responsive than state-led MPAs, as they are embedded in local socio-cultural contexts and promote local ownership.","ai_generated":true,"unit":"saiia-000837#insight-5","date_modified":"2026-10-23"},{"text":"The region faces significant data gaps regarding ecosystem productivity, nutrient distribution, and artisanal fisheries, which hinder the implementation of transboundary ecosystem-based management.","ai_generated":true,"unit":"saiia-000837#insight-6","date_modified":"2026-10-23"},{"text":"Offshore gas and oil discoveries in the WIO, including significant finds in Mozambique, Tanzania, Kenya, and Uganda, present economic opportunities but risk causing environmental damage and social impacts if not managed by rigorous fiscal and regulatory regimes.","ai_generated":true,"unit":"saiia-000837#insight-7","date_modified":"2026-10-23"},{"text":"To be effective, MPAs must be designed as multi-zoned areas that include small no-take zones within larger management frames to distribute socio-economic costs equitably and avoid 'ocean grabbing'.","ai_generated":true,"unit":"saiia-000837#insight-8","date_modified":"2026-10-23"}],"climate_tags":["blue economy","biodiversity conservation","climate change adaptation","carbon sequestration","ecosystem service"],"geography_discussed":["Kenya","Tanzania","Mozambique","South Africa","Uganda","Madagascar","Seychelles","Mauritius","Comoros","Somalia","Réunion"],"frame_perspective":[],"analysis_type":["policy analysis","governance assessment"]},{"id":"gclifun-005513","url":"https://climateinsightsdirectory.org/document/gclifun-005513","title":"Consideration of funding proposals – Addendum I Funding proposal package for FP038","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2017-04","source_url":"https://www.greenclimate.fund/sites/default/files/document/gcf-b16-07-add01-rev01.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The European Investment Bank (EIB) is requesting USD 265 million from the Green Climate Fund (GCF)—USD 250 million for an investment vehicle and USD 15 million for a technical assistance facility—to launch GEEREF NeXt. Structured as a fund-of-funds, the programme aims for a total size of USD 750 million, blending GCF public seed capital with USD 500 million in private sector finance. The programme targets the development, construction, and operation of renewable energy (RE) and energy efficiency (EE) projects in emerging markets, expecting to finance over 200 projects and add up to 18 GW of clean energy capacity. By using a two-tier capital structure with a 'first-loss' mechanism for public capital, GEEREF NeXt intends to mitigate risk for private investors and achieve a projected 50x multiplier, potentially mobilising USD 30 billion in total project financing. The programme will be managed by the EIB Group, leveraging the experience of its predecessor, the Global Energy Efficiency and Renewable Energy Fund (GEEREF).","ai_generated":true,"unit":"gclifun-005513#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"GEEREF NeXt seeks a total target fund size of USD 750 million, consisting of USD 250 million in public sector seed-in capital from the GCF and up to USD 500 million in B-tier capital from private sector investors.","ai_generated":true,"unit":"gclifun-005513#insight-1","date_modified":"2026-10-23"},{"text":"The investment objective is to develop up to 18 GW of new clean energy capacity, which is expected to reduce annual CO2 emissions by approximately 38.7 million tonnes and provide electricity to 41 million households annually.","ai_generated":true,"unit":"gclifun-005513#insight-2","date_modified":"2026-10-23"},{"text":"To attract risk-averse private investors, the fund uses a two-tier 'waterfall' return structure where B-tier (private) shares receive their capital back before A-tier (public) shares, acting as a first-loss mechanism.","ai_generated":true,"unit":"gclifun-005513#insight-3","date_modified":"2026-10-23"},{"text":"A USD 15 million Technical Assistance Facility (TAF) will be established to build the capacity of investee funds (particularly 'Pioneer Funds') and to incubate projects in challenging environments, such as Small Island Developing States (SIDS).","ai_generated":true,"unit":"gclifun-005513#insight-4","date_modified":"2026-10-23"},{"text":"The programme will target a diverse range of technologies, including solar, wind, small hydro, geothermal, biomass, and biofuel for generation, as well as waste heat recovery and smart grids for energy efficiency.","ai_generated":true,"unit":"gclifun-005513#insight-5","date_modified":"2026-10-23"},{"text":"GEEREF NeXt will operate as a fund-of-funds, primarily investing in specialised private equity funds managed locally, while also making direct co-investments in beneficiary projects.","ai_generated":true,"unit":"gclifun-005513#insight-6","date_modified":"2026-10-23"},{"text":"The programme's implementation timeline spans from Q3 2017 to Q4 2033, with a 15-year term from final close and a 5-year investment period.","ai_generated":true,"unit":"gclifun-005513#insight-7","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","energy efficiency","climate finance","solar energy","wind power","geothermal energy","biomass","biofuel","small hydro","smart grid","energy storage","Nationally Determined Contributions"],"geography_discussed":["Comoros","Democratic Republic of the Congo","Equatorial Guinea","Ivory Coast","Kenya","Madagascar","Mauritius","South Africa","Togo","Uganda","The Bahamas","Barbados","Belize","Brazil","Chile","Costa Rica","Dominica","Dominican Republic","Grenada","Guatemala","Guyana","Haiti","Mexico","Saint Kitts and Nevis","Saint Vincent and the Grenadines","Suriname","Jordan","Georgia","Papua New Guinea","Luxembourg"],"frame_perspective":[],"analysis_type":["funding proposal","investment strategy","impact assessment"]},{"id":"wwf-000583","url":"https://climateinsightsdirectory.org/document/wwf-000583","title":"HALTING THE ILLEGAL TRADE OF CITES SPECIES FROM WORLD HERITAGE SITES","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2017-04","source_url":"https://www.worldwildlife.org/documents/425/5hei86izjg_CITES_FINAL_ENG.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report highlights that illegal harvesting of CITES-listed species occurs in over 25% of all natural and mixed World Heritage sites, threatening biodiversity and the 'outstanding universal value' of these areas. It identifies a gap in the current approach: the World Heritage Convention is site-focused, while CITES operates at the national level. To address this, the report proposes a coordinated value-chain response involving source, transit, and consumer countries, alongside the integration of monitoring and reporting systems. Case studies from Indonesia, Madagascar, the DRC, and Thailand illustrate the devastating impact of poaching and illegal logging, as well as the potential for success through community engagement and inter-agency cooperation.","ai_generated":true,"unit":"wwf-000583#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Illegal harvesting of CITES-listed species, including poaching, illegal logging, and illegal fishing, is reported in more than 25% of all natural and mixed World Heritage sites.","ai_generated":true,"unit":"wwf-000583#insight-1","date_modified":"2026-10-23"},{"text":"Illegal harvesting has contributed to the inscription of 14 World Heritage sites on the List of World Heritage in Danger, with 11 of those located in Africa.","ai_generated":true,"unit":"wwf-000583#insight-2","date_modified":"2026-10-23"},{"text":"The current international response is fragmented because the World Heritage Convention focuses on individual sites while CITES focuses on national-level interactions between source, transit, and consumer countries.","ai_generated":true,"unit":"wwf-000583#insight-3","date_modified":"2026-10-23"},{"text":"In the Selous Game Reserve in Tanzania, elephant populations have declined by nearly 90% since its 1982 inscription, with an average loss of six elephants per day between 2010 and 2013.","ai_generated":true,"unit":"wwf-000583#insight-4","date_modified":"2026-10-23"},{"text":"In Madagascar's Rainforests of the Atsinanana, illegal rosewood logging is driven largely by demand in China, which is estimated to import over 95% of all illegal logs.","ai_generated":true,"unit":"wwf-000583#insight-5","date_modified":"2026-10-23"},{"text":"In the Democratic Republic of the Congo, militarized poaching linked to civil war has caused a 90% decrease in elephant populations in Virunga National Park over the last 20 years.","ai_generated":true,"unit":"wwf-000583#insight-6","date_modified":"2026-10-23"},{"text":"Community-based management in Nepal's Chitwan National Park, where locals receive 50% of annual tourism revenues, has contributed to a period of 1,000 days without poaching of rhinos, elephants, and tigers as of January 2017.","ai_generated":true,"unit":"wwf-000583#insight-7","date_modified":"2026-10-23"},{"text":"Thailand's coordinated action across the value chain for Siamese rosewood, including ranger training and regional dialogues, led to a reduction in rosewood seizures from 420,000 m3 in 2014 to 110,000 m3 in 2015.","ai_generated":true,"unit":"wwf-000583#insight-8","date_modified":"2026-10-23"}],"climate_tags":["illegal logging","biodiversity conservation","deforestation","carbon sequestration","ecosystem service"],"geography_discussed":["Tanzania","Madagascar","Democratic Republic of the Congo","Indonesia","Thailand","Nepal","People's Republic of China","Honduras","Ecuador"],"frame_perspective":[],"analysis_type":["policy analysis","case study","threat assessment"]},{"id":"saiia-001855","url":"https://climateinsightsdirectory.org/document/saiia-001855","title":"FRANCE IN THE INDIAN OCEAN: A GEOPOLITICAL PERSPECTIVE AND ITS IMPLICATIONS FOR AFRICA","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"policy brief","language":"en","date_published":"2017-03","source_url":"https://saiia.org.za/wp-content/uploads/2017/03/Policy-Insights-42.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes France's strategic use of its territories, military presence, and diplomatic ties to maintain influence in the Indian Ocean Region. It highlights the tension between established powers like France and emerging economies such as China, India, and South Africa, particularly regarding the 'Blue Economy' and maritime security.","ai_generated":true,"unit":"saiia-001855#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"France maintains a significant geopolitical presence in the Indian Ocean Region (IOR) through its sovereign territories, specifically Reunion and Mayotte, which are officially French departments and provinces. This presence allows France to secure an international position on principal maritime lines and preserve its sphere of influence.","ai_generated":true,"unit":"saiia-001855#insight-1","date_modified":"2026-10-23"},{"text":"A primary strategic driver for France's presence in the IOR is the security of energy corridors. The region is critical for the maritime route between China and Europe, which is essential for importing crude oil to meet Europe's energy needs.","ai_generated":true,"unit":"saiia-001855#insight-2","date_modified":"2026-10-23"},{"text":"France leverages its territories to claim extensive maritime rights. Its presence in the IOR covers approximately 2.8 million km2, contributing to 20% of France's global Exclusive Economic Zone (EEZ), which totals about 11 million km2.","ai_generated":true,"unit":"saiia-001855#insight-3","date_modified":"2026-10-23"},{"text":"France maintains a military infrastructure in the IOR to combat piracy and monitor illegal fishing. This includes the naval base of Pointe des Galets on Reunion, a Foreign Legion reaction force on Mayotte, and military bases in Djibouti and Abu Dhabi.","ai_generated":true,"unit":"saiia-001855#insight-4","date_modified":"2026-10-23"},{"text":"France is involved in several territorial disputes over the 'Scattered Islands' (Bassas da India, Europa, Juan de Nova, Glorieuses, and Tromelin). These islands are contested by Mauritius, Madagascar, and the Comoros, as sovereignty over them extends the EEZ by up to 640,000 km2.","ai_generated":true,"unit":"saiia-001855#insight-5","date_modified":"2026-10-23"},{"text":"France faces increasing competition from emerging powers, specifically China and India, who are expanding their diplomatic and economic influence in the IOR. This competition drives France to seek stronger strategic partnerships with African coastal states, including South Africa, Kenya, Tanzania, and Mozambique.","ai_generated":true,"unit":"saiia-001855#insight-6","date_modified":"2026-10-23"},{"text":"France seeks to integrate more deeply into regional governance frameworks. While it is a 'dialogue partner' of the Indian Ocean Rim Association (IORA) and a member of the Indian Ocean Commission, it has repeatedly sought full membership in IORA via Reunion's status.","ai_generated":true,"unit":"saiia-001855#insight-7","date_modified":"2026-10-23"}],"climate_tags":["blue economy","climate change","sustainable development"],"geography_discussed":["France","Réunion","Mayotte","Djibouti","Madagascar","United Arab Emirates","South Africa","Kenya","Mauritius","Comoros","People's Republic of China","India","Australia","Tanzania","Mozambique","Seychelles"],"frame_perspective":[],"analysis_type":["geopolitical analysis","policy assessment"]},{"id":"issafri-002057","url":"https://climateinsightsdirectory.org/document/issafri-002057","title":"DEVELOPMENT TRENDS REPORT FOR SOUTHERN AFRICA","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2017-02","source_url":"https://issafrica.s3.amazonaws.com/site/uploads/2017-02-28-usaid-southern-africa-futures-report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes development trajectories for 14 Southern African countries, forecasting that while GDP is expected to grow, extreme poverty will persist due to rapid population growth and governance challenges. It uses scenario modeling to demonstrate that integrated policy interventions in governance, health, education, and infrastructure can significantly improve regional outcomes, with governance capacity identified as the primary catalyst for economic growth.","ai_generated":true,"unit":"issafri-002057#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Southern Africa's GDP is forecast to more than double from USD 700 billion in 2016 to over USD 1.6 trillion by 2040 along the Current Path scenario.","ai_generated":true,"unit":"issafri-002057#insight-1","date_modified":"2026-10-23"},{"text":"Despite economic growth, extreme poverty is forecast to persist; by 2040, over 41 percent of the population will live on less than $1.90 per day, representing an absolute increase of roughly 40 million people in extreme poverty compared to 2016.","ai_generated":true,"unit":"issafri-002057#insight-2","date_modified":"2026-10-23"},{"text":"Madagascar and Malawi are forecast to remain the poorest countries in the region through 2040, together accounting for approximately 45 percent of the region's extreme poor.","ai_generated":true,"unit":"issafri-002057#insight-3","date_modified":"2026-10-23"},{"text":"Governance is identified as the critical factor for sustainable development, with the 'Strengthening Governance' scenario producing the greatest direct impact on GDP growth.","ai_generated":true,"unit":"issafri-002057#insight-4","date_modified":"2026-10-23"},{"text":"The region faces a 'double-burden' of disease, where communicable diseases currently account for 55 percent of deaths, but noncommunicable diseases are expected to become the primary cause of mortality by 2030.","ai_generated":true,"unit":"issafri-002057#insight-5","date_modified":"2026-10-23"},{"text":"Southern Africa has the highest HIV prevalence globally; while antiretroviral treatments have reduced death rates, the disability impact of the disease is forecast to exceed the mortality impact from the mid-2020s.","ai_generated":true,"unit":"issafri-002057#insight-6","date_modified":"2026-10-23"},{"text":"Educational attainment is hindered by significant bottlenecks, particularly in primary school survival in countries like Mozambique, Madagascar, and Angola, and upper secondary enrollment in Botswana and Zimbabwe.","ai_generated":true,"unit":"issafri-002057#insight-7","date_modified":"2026-10-23"},{"text":"Electricity access is forecast to increase from 47 percent in 2016 to 61 percent by 2040, though roughly 40 percent of the population will still lack access; most new capacity is expected from fossil fuels and nuclear energy, with a substantial portion from renewables.","ai_generated":true,"unit":"issafri-002057#insight-8","date_modified":"2026-10-23"},{"text":"Agricultural demand is forecast to increase by over 80 percent by 2040, driven by population growth and rising incomes, which may increase food import dependence if domestic production and access are not improved.","ai_generated":true,"unit":"issafri-002057#insight-9","date_modified":"2026-10-23"},{"text":"China has become the main trading partner for the region, and its influence is forecast to grow, with over 20 percent of total trade for most Southern African countries expected to be with China by 2040.","ai_generated":true,"unit":"issafri-002057#insight-10","date_modified":"2026-10-23"}],"climate_tags":["climate change","renewable energy","fossil fuel","nuclear power","water management","carbon dioxide emissions","food security","infrastructure","economic growth","governance","public health","trade","climate migration"],"geography_discussed":["Angola","Botswana","Comoros","Lesotho","Madagascar","Malawi","Mauritius","Mozambique","Namibia","Seychelles","South Africa","Eswatini","Zambia","Zimbabwe","People's Republic of China"],"frame_perspective":[],"analysis_type":["scenario analysis","forecasting","trend analysis"]},{"id":"ciel-000662","url":"https://climateinsightsdirectory.org/document/ciel-000662","title":"Toward Widespread Ratification of the Mauritius Convention on Transparency in Treaty-­‐based Investor-­‐State Arbitration","publisher":{"name":"Center for International Environmental Law","organization":"center-for-international-environmental-law"},"document_type":"briefing","language":"en","date_published":"2017-01","source_url":"https://www.ciel.org/wp-content/uploads/2017/02/Mauritius-Briefing-Paper-Final-7FEB17.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Mauritius Convention on Transparency, adopted by the UN General Assembly on 10 December 2014, provides a mechanism for States to 'opt-in' to the UNCITRAL Rules on Transparency for arbitrations brought under investment treaties concluded before April 2014. The document highlights that investor-State arbitrations often involve public interests, including policies on nuclear or alternative energy, tobacco control, and the protection of drinking water, yet typically lack the openness of legal systems governed by the rule of law. By mandating the disclosure of documents and open hearings, the Convention aims to improve democratic participation, accountability, and the ability of governments to reform international economic governance. As of January 2017, Mauritius and Canada had ratified the Convention, while several other States had signed it.","ai_generated":true,"unit":"ciel-000662#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Mauritius Convention on Transparency serves as an 'efficient mechanism' for States to apply the UNCITRAL Rules on Transparency to arbitrations based on investment treaties concluded before April 2014.","ai_generated":true,"unit":"ciel-000662#insight-1","date_modified":"2026-10-23"},{"text":"Investor-State arbitrations frequently impact critical public policies, such as those concerning alternative or nuclear energy, mining in natural reserves, tobacco control, and drinking water protection.","ai_generated":true,"unit":"ciel-000662#insight-2","date_modified":"2026-10-23"},{"text":"The UNCITRAL Rules on Transparency mandate openness through three categories of document disclosure: mandatory and automatic disclosure (such as statements and submissions), mandatory disclosure upon request (such as expert reports and witness statements), and discretionary disclosure by the tribunal.","ai_generated":true,"unit":"ciel-000662#insight-3","date_modified":"2026-10-23"},{"text":"As of January 2017, the Convention had been ratified by Canada and Mauritius, with additional signatures from States including Finland, France, Germany, Sweden, the United Kingdom, the United States, Belgium, Congo, Gabon, Italy, Luxembourg, Madagascar, the Netherlands, Switzerland, and Syria.","ai_generated":true,"unit":"ciel-000662#insight-4","date_modified":"2026-10-23"}],"climate_tags":["transparency"],"geography_discussed":["Mauritius","Canada","Finland","France","Germany","Sweden","United Kingdom","United States","Belgium","Congo","Gabon","Italy","Luxembourg","Madagascar","Netherlands","Switzerland","Syria"],"frame_perspective":[],"analysis_type":["policy briefing"]},{"id":"gclifun-005500","url":"https://climateinsightsdirectory.org/document/gclifun-005500","title":"Report of the fourteenth meeting of the Board, 12-14 October 2016","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2016-12-10","source_url":"https://www.greenclimate.fund/sites/default/files/document/gcf-b14-18.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The GCF Board's fourteenth meeting resulted in the approval of 10 funding proposals totaling approximately USD 788 million and the accreditation of 8 new entities. Key outcomes include the appointment of Mr. Howard Bamsey as Executive Director, the adoption of a strategy for accreditation prioritization, and a performance review of the World Bank as Interim Trustee, which highlighted a challenge regarding direct cash transfers to non-accredited executing entities.","ai_generated":true,"unit":"gclifun-005500#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Board approved 10 funding proposals (FP018-027) with a total value of approximately USD 788 million, though many were approved on an 'exceptional basis' and subject to specific conditions.","ai_generated":true,"unit":"gclifun-005500#insight-1","date_modified":"2026-10-23"},{"text":"The Board accredited 8 new entities: Banque Ouest Africaine de Développement, Caribbean Development Bank, XacBank LLC, Deutsche Gesellschaft für Internationale Zusammenarbeit GmbH (GIZ), South African National Biodiversity Institute (SANBI), Food and Agriculture Organization of the United Nations (FAO), International Fund for Agricultural Development (IFAD), and Nederlandse Financierings-Maatschappij voor Ontwikkelingslanden N.V. (FMO).","ai_generated":true,"unit":"gclifun-005500#insight-2","date_modified":"2026-10-23"},{"text":"Mr. Howard Bamsey was selected by consensus as the new Executive Director of the GCF Secretariat for a four-year term.","ai_generated":true,"unit":"gclifun-005500#insight-3","date_modified":"2026-10-23"},{"text":"A review of the World Bank as Interim Trustee found it generally fulfilled its role in investment, contribution management, and financial reporting, but identified a conflict regarding cash transfers to non-accredited executing entities.","ai_generated":true,"unit":"gclifun-005500#insight-4","date_modified":"2026-10-23"},{"text":"The Board established a prioritization list for accreditation for 2016 and 2017, prioritizing national direct access entities, entities in the Asia-Pacific and Eastern European regions, and private sector entities in developing countries.","ai_generated":true,"unit":"gclifun-005500#insight-5","date_modified":"2026-10-23"},{"text":"The GCF adopted a decision to support REDD-plus, requesting the Secretariat to develop a request for proposals for results-based payments and further guidance for national designated authorities.","ai_generated":true,"unit":"gclifun-005500#insight-6","date_modified":"2026-10-23"},{"text":"The Board acknowledged that current GCF modalities support technology development and transfer and decided to enhance cooperation with the Technology Executive Committee (TEC) and the Climate Technology Centre and Network (CTCN).","ai_generated":true,"unit":"gclifun-005500#insight-7","date_modified":"2026-10-23"},{"text":"The Secretariat reported a significant increase in staffing, growing from 46 to 68 staff members since the thirteenth meeting, though critical gaps remain in the Mitigation and Adaptation and Private Sector Facility divisions.","ai_generated":true,"unit":"gclifun-005500#insight-8","date_modified":"2026-10-23"},{"text":"The Board expressed concern over the low proportion of adaptation projects in the pipeline and the dominance of international entities over direct access entities (DAEs).","ai_generated":true,"unit":"gclifun-005500#insight-9","date_modified":"2026-10-23"},{"text":"The Board approved the use of a 'simplified approval process' for micro- and small-scale activities to be finalized at the fifteenth meeting to better support DAEs.","ai_generated":true,"unit":"gclifun-005500#insight-10","date_modified":"2026-10-23"}],"climate_tags":["climate finance","Reducing emissions from deforestation and forest degradation","technology transfer","climate change adaptation","climate change mitigation","Direct Access","accreditation","Private sector engagement","Environmental and Social Safeguards"],"geography_discussed":["Pakistan","Ecuador","Senegal","Morocco","Namibia","Madagascar","South Africa","Mongolia","Togo","Barbados"],"frame_perspective":[],"analysis_type":["governance report","performance review","policy decision"]},{"id":"gclifun-005512","url":"https://climateinsightsdirectory.org/document/gclifun-005512","title":"Status of the GCF portfolio: pipeline and approved projects","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2016-12-05","source_url":"https://www.greenclimate.fund/sites/default/files/document/gcf-b15-inf10.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"As of 31 October 2016, the GCF pipeline consists of 46 funding proposals requesting USD 3.2 billion and 169 concept notes requesting USD 7.9 billion. The portfolio includes 27 approved projects, with varying levels of progress in fulfilling conditions for the execution of Funded Activity Agreements (FAAs). The document also tracks the progress of direct access entities and a pilot programme for micro-, small- and medium-sized enterprises (MSMEs), which has shortlisted 7 concept notes for funding up to USD 100 million.","ai_generated":true,"unit":"gclifun-005512#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"As of 31 October 2016, the GCF funding proposal pipeline contains 46 proposals requesting USD 3.2 billion in GCF funding to support projects and programmes with a total value of USD 10.2 billion, including co-financing.","ai_generated":true,"unit":"gclifun-005512#insight-1","date_modified":"2026-10-23"},{"text":"The funding proposal pipeline is split between 34 public-sector proposals (requesting USD 1.5 billion) and 12 private-sector proposals (requesting USD 1.7 billion). Geographically, the Asia-Pacific region has the highest requested GCF amount at USD 1,284.8 million, followed by Africa at USD 856.1 million.","ai_generated":true,"unit":"gclifun-005512#insight-2","date_modified":"2026-10-23"},{"text":"In terms of thematic focus, 62% of funding proposals in the pipeline target adaptation results areas, while 38% target mitigation. However, by funding amount, mitigation accounts for 58% and adaptation for 42%.","ai_generated":true,"unit":"gclifun-005512#insight-3","date_modified":"2026-10-23"},{"text":"The GCF pipeline includes 169 concept notes with a potential funding request of USD 7.9 billion, with two-thirds of these targeting African States, small island developing States (SIDS), and least developed countries (LDCs).","ai_generated":true,"unit":"gclifun-005512#insight-4","date_modified":"2026-10-23"},{"text":"Direct access entities have 15 funding proposals in the pipeline (requesting USD 372 million) and 36 concept notes (requesting USD 1.2 billion).","ai_generated":true,"unit":"gclifun-005512#insight-5","date_modified":"2026-10-23"},{"text":"The first pilot programme for micro-, small- and medium-sized enterprises (MSMEs) received 30 concept notes, of which 7 were shortlisted for funding up to a total of USD 100 million.","ai_generated":true,"unit":"gclifun-005512#insight-6","date_modified":"2026-10-23"},{"text":"Of the 27 approved projects and programmes, only one (FP005: KawiSafi ventures fund) has fully met all listed milestones, including the execution of the Funded Activity Agreement (FAA).","ai_generated":true,"unit":"gclifun-005512#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate finance","climate change adaptation","climate change mitigation","renewable energy","energy efficiency","ecosystem-based adaptation","climate bond","water management","forestry","Direct Access"],"geography_discussed":["Africa","Asia-Pacific","Latin America and the Caribbean","Eastern Europe","Peru","Malawi","Senegal","Bangladesh","Maldives","Fiji","The Gambia","Mali","Vietnam","Tajikistan","Uzbekistan","Tuvalu","Chile","Pakistan","Ecuador","Morocco","Namibia","Madagascar"],"frame_perspective":[],"analysis_type":["portfolio assessment","pipeline tracking"]},{"id":"issafri-001632","url":"https://climateinsightsdirectory.org/document/issafri-001632","title":"Is South Africa a norm entrepreneur in Africa?","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"policy brief","language":"en","date_published":"2016-12","source_url":"https://issafrica.s3.amazonaws.com/site/uploads/policybrief94.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes South Africa's transition from a leading 'norm entrepreneur' in Africa during the Mandela and Mbeki eras to a state currently facing a 'crisis of expectations' under President Jacob Zuma. While South Africa historically exported its model of democratic transition through mediation in Burundi and the DRC and the reform of continental institutions like the AU and SADC, it is now criticized for failing to oppose democratic reversals and human rights abuses. The brief highlights contradictions in South Africa's current approach, including its controversial withdrawal from the International Criminal Court and its reluctance to vote on country-specific human rights issues in the UN. It recommends that South Africa leverage its soft power and financial influence within the AU and SADC to regain its status as a champion of peace and governance.","ai_generated":true,"unit":"issafri-001632#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In the early post-apartheid period, South Africa established itself as a 'norm entrepreneur' by exporting its model of transition from repressive regimes to democracy, specifically through the promotion of inclusive dialogue and free-and-fair elections in countries such as Burundi and the Democratic Republic of the Congo (DRC).","ai_generated":true,"unit":"issafri-001632#insight-1","date_modified":"2026-10-23"},{"text":"Under President Jacob Zuma, South Africa's foreign policy has shifted toward an inward-looking and economically pragmatic approach, leading to a perceived decline in its commitment to upholding human rights and democratic gains on the continent.","ai_generated":true,"unit":"issafri-001632#insight-2","date_modified":"2026-10-23"},{"text":"South Africa's leadership in the Southern African Development Community (SADC) is characterized by a duality where it is the region's primary financial contributor but is sometimes viewed as a 'bully' or 'self-interested hegemon' due to its dominant position.","ai_generated":true,"unit":"issafri-001632#insight-3","date_modified":"2026-10-23"},{"text":"The document identifies a lack of a clear, long-term strategy for promoting democracy and human rights in Africa, noting that foreign policy decisions often appear ad hoc and are sometimes disconnected between the Presidency and the Department of International Relations and Cooperation (DIRCO).","ai_generated":true,"unit":"issafri-001632#insight-4","date_modified":"2026-10-23"},{"text":"South Africa's international standing has been challenged by its decision to withdraw from the International Criminal Court (ICC) and its failure to arrest Omar al-Bashir in 2015, which contradicted international law and domestic legislation.","ai_generated":true,"unit":"issafri-001632#insight-5","date_modified":"2026-10-23"},{"text":"Despite its historical role, South Africa has been criticized for its reluctance to intervene in recent crises, such as the 2015 crisis in Burundi and the potential for a third term for President Joseph Kabila in the DRC.","ai_generated":true,"unit":"issafri-001632#insight-6","date_modified":"2026-10-23"}],"climate_tags":["human rights","international law"],"geography_discussed":["Burundi","Sudan","Nigeria","Zimbabwe","Ivory Coast","Kenya","Central African Republic","Madagascar","South Sudan","Lesotho","Eswatini","Chad","Senegal"],"frame_perspective":[],"analysis_type":["policy analysis","diplomatic assessment"]},{"id":"saiia-001854","url":"https://climateinsightsdirectory.org/document/saiia-001854","title":"SOUTH AFRICA’S STATE-BUILDING ROLE IN THE DRC: KICKING THE CAN DOWN THE ROAD","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"policy brief","language":"en","date_published":"2016-12","source_url":"https://saiia.org.za/wp-content/uploads/2016/12/Policy-Insights-39.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed"],"summary":{"text":"The document argues that while South Africa has been instrumental in the DRC's peace processes and initial state-building, its current approach is failing to ensure long-term institutional stability. The author contends that South Africa's 'quiet diplomacy' and reluctance to demand adherence to democratic values and the rule of law have allowed the DRC's political transition to stall, specifically regarding the postponement of presidential elections.","ai_generated":true,"unit":"saiia-001854#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"South Africa has played a critical role in the DRC's peace and stability since the 1990s, facilitating the Sun City Agreement (April 2002) and the Pretoria Accord (July 2002), which led to a transitional government and the first democratic elections since 1960 in 2006.","ai_generated":true,"unit":"saiia-001854#insight-1","date_modified":"2026-10-23"},{"text":"South Africa's contributions to the DRC have been extensive and multi-faceted, including financial and technical electoral support, revenue collection reforms, training for the foreign service, and military stabilization via the SADC Intervention Brigade in the eastern DRC.","ai_generated":true,"unit":"saiia-001854#insight-2","date_modified":"2026-10-23"},{"text":"The author argues that South Africa's state-building model is limited because it excels at bringing warring parties to negotiations but fails to promote essential long-term values such as the rule of law, human rights, and inclusive political processes.","ai_generated":true,"unit":"saiia-001854#insight-3","date_modified":"2026-10-23"},{"text":"The postponement of the DRC presidential elections to December 2018, caused by the electoral commission receiving only approximately 15% of its budget, is cited as evidence of the failure of the current state-building model and a threat to the constitutional framework.","ai_generated":true,"unit":"saiia-001854#insight-4","date_modified":"2026-10-23"},{"text":"South Africa's use of 'quiet diplomacy' regarding the harassment of opposition leaders and the machinations of President Joseph Kabila to extend his tenure is described as unhelpful for the DRC's immediate stability and long-term institution building.","ai_generated":true,"unit":"saiia-001854#insight-5","date_modified":"2026-10-23"},{"text":"The document concludes that South Africa's 'formalistic, hegemonic and anti-colonialist' approach to state-building tends to delay necessary hard choices and that South Africa should instead engage more directly with the opposition and civil society to protect the political process.","ai_generated":true,"unit":"saiia-001854#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Burundi","Lesotho","Madagascar","South Sudan","Zimbabwe","Ivory Coast","Rwanda","Belgium","United States","France"],"frame_perspective":[],"analysis_type":[]}]}