{"query_echo":{"q":"","filters":{"geography":["Ivory Coast"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'Ivory Coast' for facet 'geography' is not in the controlled vocabulary."}]},"total":{"value":667,"relation":"eq"},"page":13,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Ivory+Coast&page=13","next":"https://climateinsightsdirectory.org/api/v1/search?geography=Ivory+Coast&page=14","stability":"beta","ai_marking":{"digital_source_type":{"uri":"http://cv.iptc.org/newscodes/digitalsourcetype/trainedAlgorithmicMedia","name":"Created using Generative AI"},"notice":"Summary and key insights are generated using artificial intelligence."},"results":[{"id":"saiia-000020","url":"https://climateinsightsdirectory.org/document/saiia-000020","title":"Africa’s COVID-19 Recovery Challenge: How the G20 Can Bridge the Development Financing Gap","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"policy brief","language":"en","date_published":"2021-12-15","source_url":"https://saiia.org.za/research/africas-covid-19-recovery-challenge-how-the-g20-can-bridge-the-development-financing-gap/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The policy brief examines the severe fiscal constraints facing African countries during COVID-19 recovery, noting that while advanced economies mobilised about 6% of GDP, African countries mobilised barely 1%. It highlights the inadequacy of current debt relief mechanisms like the DSSI and the Common Framework, and the high cost of borrowing from international capital markets due to unfair credit ratings. The author proposes five policy priorities: establishing national donor coordination frameworks, reallocating public investment to de-risk private projects, extending the DSSI for two years with partial debt cancellation, creating a transparent multilateral framework for debt resolution involving commercial creditors, and exploring the establishment of independent, publicly owned credit rating agencies.","ai_generated":true,"unit":"saiia-000020#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"African countries face a massive financing gap for recovery, requiring an additional $285 billion through 2025 for basic recovery and twice that amount to return to pre-pandemic levels and transform their economies.","ai_generated":true,"unit":"saiia-000020#insight-1","date_modified":"2026-10-23"},{"text":"There is a stark disparity in the fiscal response to the pandemic between advanced economies and African nations; advanced economies mobilised approximately 6% of their GDP, whereas African countries mobilised barely 1%.","ai_generated":true,"unit":"saiia-000020#insight-2","date_modified":"2026-10-23"},{"text":"Public debt has risen sharply across Sub-Saharan Africa, with 95% of low-income developing countries in the region recording significant increases in public debt stocks in 2020. In some countries, such as Nigeria, Kenya, Angola, Ghana, and Zambia, interest payments are forecast to exceed 20% of government revenue in 2021.","ai_generated":true,"unit":"saiia-000020#insight-3","date_modified":"2026-10-23"},{"text":"African governments face unfairly high borrowing costs in international capital markets, with government bond spreads averaging 5.7 percentage points higher than other borrowers.","ai_generated":true,"unit":"saiia-000020#insight-4","date_modified":"2026-10-23"},{"text":"Existing debt relief initiatives are considered insufficient. The G20's Debt Service Suspension Initiative (DSSI) has provided $5.7 billion in relief to 43 countries, but its effectiveness is hindered by the lack of participation from private creditors and unclear positions from China.","ai_generated":true,"unit":"saiia-000020#insight-5","date_modified":"2026-10-23"},{"text":"Credit rating agencies have contributed to the financing challenge by downgrading at least 10 African countries within the first year of the pandemic, including Angola, Botswana, Cameroon, Cape Verde, Democratic Republic of the Congo, Gabon, Mauritius, Nigeria, South Africa, and Zambia.","ai_generated":true,"unit":"saiia-000020#insight-6","date_modified":"2026-10-23"},{"text":"Global donor coordination has declined over the last decade, leading to fragmented aid resources and a shift away from general budget support toward project aid and blended financing.","ai_generated":true,"unit":"saiia-000020#insight-7","date_modified":"2026-10-23"}],"climate_tags":["economic recovery"],"geography_discussed":["Mauritius","Seychelles","Ghana","Rwanda","Nigeria","Kenya","Angola","Zambia","Ethiopia","Chad","Ivory Coast","Mauritania","Sierra Leone","Mali","Uganda","Guinea-Bissau","Tunisia","Botswana","Cameroon","Cape Verde","Democratic Republic of the Congo","Gabon","South Africa"],"frame_perspective":[],"analysis_type":["policy analysis","economic assessment"]},{"id":"aceta-000024","url":"https://climateinsightsdirectory.org/document/aceta-000024","title":"Increasing Regional Collaboration for Youth Labor Mobility to Expand Job Opportunities and Skills Development for Young People","publisher":{"name":"African Center for Economic Transformation","organization":"african-center-for-economic-transformation"},"document_type":"statement","language":"en","date_published":"2021-11-01","source_url":"https://acetforafrica.org/news-and-media/speeches-transcripts/increasing-regional-collaboration-for-youth-labor-mobility-to-expand-job-opportunities-and-skills-development-for-young-people/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed"],"summary":{"text":"A keynote speech delivered by Mavis Owusu-Gyamfi of the African Center for Economic Transformation (ACET) at the Youth Connekt Africa Summit, advocating for increased regional labor mobility to address youth unemployment and skills gaps in Africa.","ai_generated":true,"unit":"aceta-000024#summary","date_modified":"2026-08-17"},"key_insights":[{"text":"Africa is experiencing a significant youth bulge, with projections that by 2050 the population will reach 2.5 billion, and half of these individuals will be under the age of 25. This results in more people entering the labor force than in any other global region.","ai_generated":true,"unit":"aceta-000024#insight-1","date_modified":"2026-08-17"},{"text":"There is a critical gap between job creation and the number of new labor market entrants. While the region needs at least 1 million decent jobs monthly to employ new entrants, it is currently only creating 3.1 million jobs per year.","ai_generated":true,"unit":"aceta-000024#insight-2","date_modified":"2026-08-17"},{"text":"Young Africans face significant skills deficits; an ACET study across Cote d’Ivoire, Ethiopia, Ghana, Niger, Rwanda, and Uganda found that at least 20% of secondary school graduates in these countries lacked necessary training in problem solving, communication, leadership, and ICT literacy.","ai_generated":true,"unit":"aceta-000024#insight-3","date_modified":"2026-08-17"},{"text":"International migration of Africans increased by 91.2% between 2008 and 2017, rising from 13.3 million to 25.4 million people, with most migrants aged between 15 and 35.","ai_generated":true,"unit":"aceta-000024#insight-4","date_modified":"2026-08-17"},{"text":"ACET proposes three policy recommendations to enable labor mobility: adopting common standard procedures and digital identification to ease movement, establishing a continent-wide standard for the mutual recognition of qualifications and degrees, and creating a regional Labor Market Information System (LMIS) skills database.","ai_generated":true,"unit":"aceta-000024#insight-5","date_modified":"2026-08-17"},{"text":"The African Continental Free Trade Area (AFCFTA) has created a market of over 1.3 billion people and is estimated to lead to the creation of 14 million jobs per year if effectively implemented.","ai_generated":true,"unit":"aceta-000024#insight-6","date_modified":"2026-08-17"}],"climate_tags":[],"geography_discussed":["sub-Saharan Africa","Ivory Coast","Ethiopia","Ghana","Niger","Rwanda","Uganda","West Africa","South Africa"],"frame_perspective":[],"analysis_type":[]},{"id":"iisd-000730","url":"https://climateinsightsdirectory.org/document/iisd-000730","title":"The Incremental Approach to Governing Mercury","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"policy brief","language":"en","date_published":"2021-11-01","source_url":"https://www.iisd.org/articles/governing-mercury","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document traces the path from the 1972 Stockholm Conference to the 2017 entry into force of the Minamata Convention on Mercury. It highlights the role of activism and scientific evidence in driving global action and details the treaty's mechanisms for phasing out mercury-added products and regulating artisanal and small-scale gold mining (ASGM). The brief also explains that the discrete nature of mercury's industrial sources and a stronger scientific consensus on its global threat allowed it to move toward a binding treaty, whereas lead and cadmium remain managed through voluntary partnerships and regional agreements.","ai_generated":true,"unit":"iisd-000730#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Minamata Convention on Mercury, which entered into force in 2017, regulates the entire life cycle of mercury from production to waste, including bans on new mercury mines and a 15-year limit for existing mines after a country joins.","ai_generated":true,"unit":"iisd-000730#insight-1","date_modified":"2026-10-23"},{"text":"As of 2021, parties to the Convention are prohibited from manufacturing or trading in several mercury-containing products that faced a 2020 deadline, including certain batteries, cosmetics like skin lightening creams, pesticides, thermometers, and compact fluorescent lamps under 30 watts.","ai_generated":true,"unit":"iisd-000730#insight-2","date_modified":"2026-10-23"},{"text":"Artisanal and small-scale gold mining (ASGM) is the largest contributor to mercury emissions, with over 500,000 workers across seven countries, including the Democratic Republic of the Congo, Sudan, China, Ghana, Côte d’Ivoire, Mali, and Tanzania.","ai_generated":true,"unit":"iisd-000730#insight-3","date_modified":"2026-10-23"},{"text":"Countries with significant ASGM activity must develop national action plans that include reduction targets, baseline estimates of mercury use, and public health strategies to protect miners and their communities.","ai_generated":true,"unit":"iisd-000730#insight-4","date_modified":"2026-10-23"},{"text":"Mercury was successfully transitioned to a legally binding treaty while other toxic heavy metals like lead and cadmium were not, partly because mercury's production and use are concentrated in a discrete list of sectors, whereas a broader heavy metals treaty would have required reconciling a much wider range of industrial interests.","ai_generated":true,"unit":"iisd-000730#insight-5","date_modified":"2026-10-23"},{"text":"Scientific evidence, specifically the 1998 Arctic Monitoring and Assessment Programme (AMAP) report showing increasing mercury levels in the Arctic, was critical in establishing mercury as a pressing global threat and prompting the 2001 UNEP global mercury assessment.","ai_generated":true,"unit":"iisd-000730#insight-6","date_modified":"2026-10-23"}],"climate_tags":["waste management","human health"],"geography_discussed":["Japan","Sweden","United States","Faroe Islands","Canada","Switzerland","Democratic Republic of the Congo","Sudan","People's Republic of China","Ghana","Ivory Coast","Mali","Tanzania","Europe","North Atlantic Ocean","Baltic Sea","Mediterranean Sea","North-East Atlantic","Arctic","North America","Norway","European Union","Russia","Australia","New Zealand","India"],"frame_perspective":[],"analysis_type":["policy analysis","historical review"]},{"id":"iisd-003373","url":"https://climateinsightsdirectory.org/document/iisd-003373","title":"Protecting the Right to Tax Mining Income","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"guide","language":"en","date_published":"2021-11","source_url":"https://www.iisd.org/system/files/2021-11/protecting-tax-income-mining-countries.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that standard tax treaty models (OECD and UN) may lead to significant revenue losses for resource-rich developing countries if not adapted for the mining sector. It identifies three primary risks: the inability to tax offshore indirect transfers of mining assets, subcontractors avoiding a taxable presence (permanent establishment), and the loss of withholding tax on technical and management services. To mitigate these, the guide recommends adopting comprehensive domestic definitions of immovable property, implementing 'Extractives PE' or standalone extractive industry articles in treaties, and utilizing standalone 'fees for technical services' articles. It also warns against the 'locking in' of unsustainable tax benefits through fiscal stabilization clauses in Mining Concession Agreements (MCAs).","ai_generated":true,"unit":"iisd-003373#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Tax treaties can lead to substantial revenue losses for resource-rich countries if they do not specifically account for the mining sector, as evidenced by cases such as Senegal losing USD 257 million over 17 years due to its treaty with Mauritius.","ai_generated":true,"unit":"iisd-003373#insight-1","date_modified":"2026-10-23"},{"text":"The right to tax indirect transfers of mining assets is often missing from treaties; only 35% of sampled tax treaties include this right, and this percentage is approximately six percentage points lower for low-income, resource-rich countries.","ai_generated":true,"unit":"iisd-003373#insight-2","date_modified":"2026-10-23"},{"text":"To protect capital gains tax on indirect transfers, countries should ensure their domestic law has a comprehensive definition of immovable property and that treaties include the right to tax shares or comparable interests deriving at least 50% of their value from source state assets.","ai_generated":true,"unit":"iisd-003373#insight-3","date_modified":"2026-10-23"},{"text":"Mining subcontractors frequently avoid paying taxes by structuring activities to stay below the time threshold for a permanent establishment (PE), a risk particularly high during short-term exploration phases.","ai_generated":true,"unit":"iisd-003373#insight-4","date_modified":"2026-10-23"},{"text":"The most effective way to safeguard taxing rights across the mining value chain is to negotiate a standalone extractive industries article that covers both onshore and offshore activities and prevails over other treaty provisions.","ai_generated":true,"unit":"iisd-003373#insight-5","date_modified":"2026-10-23"},{"text":"Alternatively, countries can implement a self-standing 'Extractives PE' in Article 5, which displaces the general rule and can include a lower time threshold (e.g., 90 days) to capture subcontractors more effectively.","ai_generated":true,"unit":"iisd-003373#insight-6","date_modified":"2026-10-23"},{"text":"Management and technical service fees are a major source of outbound payments; the guide recommends a standalone 'fees for technical services' article (similar to UN Model Article 12A) to allow source states to collect withholding tax without requiring a permanent establishment.","ai_generated":true,"unit":"iisd-003373#insight-7","date_modified":"2026-10-23"},{"text":"Fiscal stabilization clauses in Mining Concession Agreements (MCAs) can 'lock in' unfavorable tax treaty benefits, preventing governments from benefiting from subsequent treaty renegotiations or terminations.","ai_generated":true,"unit":"iisd-003373#insight-8","date_modified":"2026-10-23"}],"climate_tags":["mining"],"geography_discussed":["Malawi","Netherlands","Senegal","Mauritius","Canada","Australia","Chile","Norway","Mexico","South Africa","Ivory Coast"],"frame_perspective":[],"analysis_type":["policy guide","empirical analysis"]},{"id":"iisd-003374","url":"https://climateinsightsdirectory.org/document/iisd-003374","title":"PROTECCIÓN DEL DERECHO A GRAVAR LOS INGRESOS PROCEDENTES DE LA MINERÍA","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"guide","language":"es","date_published":"2021-11","source_url":"https://www.iisd.org/system/files/2022-01/protecting-tax-income-mining-countries-es.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines how tax treaties can lead to significant revenue losses for resource-rich developing countries through indirect asset transfers, subcontractor tax avoidance, and the erosion of the tax base via technical service fees. It analyzes 86 sample treaties and provides specific drafting recommendations, such as adopting standalone extractive industry articles, expanding the definition of 'immovable property' in domestic law, and implementing lower time thresholds for permanent establishments to ensure mining revenues are captured effectively.","ai_generated":true,"unit":"iisd-003374#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Tax treaties can cause substantial revenue losses for developing countries if not specifically tailored for the mining sector. For example, Senegal reportedly lost USD 257 million over 17 years due to its treaty with Mauritius.","ai_generated":true,"unit":"iisd-003374#insight-1","date_modified":"2026-10-23"},{"text":"Indirect transnational transfers of mining assets represent a major fiscal risk, as treaties often prevent source states from taxing capital gains when shares of a mining company are sold abroad. Only 35% of analyzed treaties protect this taxing right.","ai_generated":true,"unit":"iisd-003374#insight-2","date_modified":"2026-10-23"},{"text":"Subcontractors in the mining sector often avoid paying taxes in the source state by structuring their activities to stay below the time thresholds required to establish a 'permanent establishment' (PE).","ai_generated":true,"unit":"iisd-003374#insight-3","date_modified":"2026-10-23"},{"text":"The use of 'treaty shopping' allows investors to route payments through low-tax jurisdictions to avoid withholding taxes. In one case, Paladin Energy used a treaty between Malawi and the Netherlands to avoid withholding taxes on management fees and interest, costing Malawi USD 27.5 million.","ai_generated":true,"unit":"iisd-003374#insight-4","date_modified":"2026-10-23"},{"text":"To protect taxing rights on indirect transfers, countries should define 'immovable property' broadly in domestic law to include exploration and exploitation rights, as the meaning of this term in treaties typically refers back to domestic legislation.","ai_generated":true,"unit":"iisd-003374#insight-5","date_modified":"2026-10-23"},{"text":"The most effective way to protect taxing rights across the mining value chain is to negotiate a 'standalone article' for extractive industries. This allows for specific rules on permanent establishments, capital gains, and labor income that override general treaty provisions.","ai_generated":true,"unit":"iisd-003374#insight-6","date_modified":"2026-10-23"},{"text":"Countries are encouraged to adopt a specific article for 'technical service fees' (similar to UN Model Article 12A) to allow taxing these payments on a gross basis without requiring the service provider to have a permanent establishment.","ai_generated":true,"unit":"iisd-003374#insight-7","date_modified":"2026-10-23"},{"text":"Fiscal stabilization clauses in mining concession contracts can 'freeze' unfavorable tax treaty benefits, preventing a state from recovering revenue even after a treaty is renegotiated or terminated.","ai_generated":true,"unit":"iisd-003374#insight-8","date_modified":"2026-10-23"}],"climate_tags":["mining","extractive industry"],"geography_discussed":["Colombia","Malawi","Mongolia","Canada","Senegal","Mauritius","South Africa","Norway","Ivory Coast"],"frame_perspective":[],"analysis_type":["policy guide","legal analysis","comparative study"]},{"id":"saiia-001786","url":"https://climateinsightsdirectory.org/document/saiia-001786","title":"China-powered ICT Infrastructure: Lessons from Tanzania and Cambodia","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"policy brief","language":"en","date_published":"2021-11","source_url":"https://saiia.org.za/wp-content/uploads/2021/12/Policy-Briefing-252-agbebi-xue-yu.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines China's role as a primary funder and contractor of ICT networks in the Global South, specifically through the Digital Silk Road (DSR) initiative. It compares the implementation of a submarine fibre optic cable in Cambodia and the National ICT Broadband Backbone in Tanzania. The analysis finds that while these projects generally had limited environmental impacts and provided essential connectivity, they suffered from a lack of transparency and mixed results in socioeconomic mitigation, such as limited high-level technology transfer and underutilisation of infrastructure.","ai_generated":true,"unit":"saiia-001786#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Chinese ICT projects in Tanzania and Cambodia generally resulted in limited environmental, socioeconomic, and governance (ESG) outcomes, with minimal environmental impacts but a notable lack of transparency.","ai_generated":true,"unit":"saiia-001786#insight-1","date_modified":"2026-10-23"},{"text":"The Digital Silk Road (DSR), a pillar of the Belt and Road Initiative, aims to expand global digital connectivity through cross-border optical cables and e-commerce, with China signing DSR MOUs with 16 countries and e-commerce MOUs with 19 countries by 2019.","ai_generated":true,"unit":"saiia-001786#insight-2","date_modified":"2026-10-23"},{"text":"In Cambodia, the AAE-1 submarine fibre optic cable project, involving a $69.7 million investment over 25 years by CFOCN (a HyalRoute Group branch), reduced Cambodia's dependence on Vietnam for network sustainability but lacked transparency regarding financing, procurement, and employment in its ESIA report.","ai_generated":true,"unit":"saiia-001786#insight-3","date_modified":"2026-10-23"},{"text":"Tanzania's National ICT Broadband Backbone (NICTBB), financed by approximately $264 million in China Exim Bank loans, improved e-education and e-government services but faced challenges with underutilisation and inadequate local management due to limited capacity building by the contractor.","ai_generated":true,"unit":"saiia-001786#insight-4","date_modified":"2026-10-23"},{"text":"The NICTBB project in Tanzania created over 9,000 local jobs, but technology transfer was limited as local firm participation was restricted to the lower end of the technology value chain.","ai_generated":true,"unit":"saiia-001786#insight-5","date_modified":"2026-10-23"},{"text":"There are distinct patterns in China's ICT engagement: African projects are typically government-to-government initiatives backed by concessional loans, whereas Southeast Asian projects involve more market bidding, non-concessional loans, and greater efforts to engage local elites and legal frameworks.","ai_generated":true,"unit":"saiia-001786#insight-6","date_modified":"2026-10-23"}],"climate_tags":["infrastructure investment","technology transfer","climate finance"],"geography_discussed":["People's Republic of China","Southeast Asia","Africa","Vietnam","Malaysia","Philippines","Thailand","Laos","Myanmar","Indonesia","Singapore","Cameroon","Nigeria","Kenya","Ethiopia","Guinea","Ivory Coast","Sierra Leone"],"frame_perspective":[],"analysis_type":["case study","policy analysis","comparative analysis"]},{"id":"mearth-000004","url":"https://climateinsightsdirectory.org/document/mearth-000004","title":"Why Rubber Must be Kept in the EU’s Anti-Deforestation Law","publisher":{"name":"Mighty Earth","organization":"mighty-earth"},"document_type":"briefing","language":"en","date_published":"2021-10-25","source_url":"https://mightyearth.org/article/why-natural-rubber-must-be-kept-in-the-eus-anti-deforestation-law/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Mighty Earth argues that the European Commission's decision to exclude natural rubber from its proposed anti-deforestation law is based on an incomplete dataset that ignores processed rubber imports. The briefing highlights that rubber expansion has caused millions of hectares of forest loss in Southeast Asia and Africa, and warns that a projected 33% increase in global demand by 2030 will further drive biodiversity loss and carbon emissions.","ai_generated":true,"unit":"mearth-000004#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The European Commission's Impact Assessment excluded natural rubber from the proposed anti-deforestation law, concluding that its inclusion would require a \"very large effort, with little return in terms of curbing deforestation driven by EU consumption.\"","ai_generated":true,"unit":"mearth-000004#insight-1","date_modified":"2026-10-23"},{"text":"Mighty Earth contends that the data used by the European Commission is flawed because it only accounts for unprocessed natural rubber imports, omitting processed rubber tires and other products. This means approximately two-thirds of all natural rubber imports into the EU may be missing from the assessment.","ai_generated":true,"unit":"mearth-000004#insight-2","date_modified":"2026-10-23"},{"text":"Rubber expansion has caused significant tropical forest loss; between 2003 and 2017, over five million hectares were cleared in mainland Southeast Asia and sub-Saharan Africa. In Cambodia specifically, rubber replaced over half a million hectares of tropical forest between 2001 and 2015, representing 23% of the country's gross forest loss.","ai_generated":true,"unit":"mearth-000004#insight-3","date_modified":"2026-10-23"},{"text":"Global demand for natural rubber is forecast by the International Rubber Study Group (IRSG) to increase by 33% by 2030, rising from 12.7 million tonnes in 2020 to 16.9 million tonnes.","ai_generated":true,"unit":"mearth-000004#insight-4","date_modified":"2026-10-23"},{"text":"Increased rubber demand is predicted to cause catastrophic biodiversity loss and carbon emissions. Conversion of intact dense forest to rubber is estimated to generate carbon losses of 141.5 tC per ha, while open forest losses are 51.5 tC per ha.","ai_generated":true,"unit":"mearth-000004#insight-5","date_modified":"2026-10-23"},{"text":"The EU's rubber land footprint is substantial, with an estimated 594,000 hectares required annually for tire use, representing 5% of the global harvested area. This footprint is primarily located in Indonesia (32%), Thailand (23%), Malaysia (11%), Cote d’Ivoire (10%), and China (10%).","ai_generated":true,"unit":"mearth-000004#insight-6","date_modified":"2026-10-23"},{"text":"Africa is identified as a potential new deforestation frontier for rubber, as the EU seeks to reduce its dependence on Southeast Asia. Currently, approximately 25% of natural rubber imported into Europe originates from Africa.","ai_generated":true,"unit":"mearth-000004#insight-7","date_modified":"2026-10-23"}],"climate_tags":["deforestation","biodiversity loss","carbon dioxide emissions","land-use change"],"geography_discussed":["Southeast Asia","Africa","Latin America","Cambodia","Indonesia","Thailand","Malaysia","Ivory Coast","People's Republic of China","Cameroon","Laos","Myanmar","Vietnam","Papua New Guinea","Guinea"],"frame_perspective":[],"analysis_type":["policy analysis","data critique"]},{"id":"fordecl-000186","url":"https://climateinsightsdirectory.org/document/fordecl-000186","title":"PROGRESS ON THE NEW YORK DECLARATION ON FORESTS","publisher":{"name":"Forest Declaration Assessment","organization":"forest-declaration-assessment"},"document_type":"report","language":"en","date_published":"2021-10","source_url":"https://forestdeclaration.org/wp-content/uploads/2022/08/2021NYDFReport-low-res.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that while the Paris Agreement has integrated forests into the international climate agenda, national ambitions in NDCs remain insufficient and often lack quantitative targets. Public finance for forest climate goals is a small fraction of the required amount, with 'grey' finance for deforestation-driving sectors vastly outweighing 'green' investments. While many countries have established REDD+ programs and robust monitoring systems, implementation is hindered by weak governance, widespread illegality, and a lack of secure land tenure for Indigenous Peoples and Local Communities (IPLCs). The report recommends scaling up domestic and international finance, strengthening land rights, and expanding demand-side regulations in consumer countries to curb illegal deforestation.","ai_generated":true,"unit":"fordecl-000186#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Paris Agreement has successfully integrated forests into the international climate agenda, meaning Goal 7 of the New York Declaration on Forests has been achieved.","ai_generated":true,"unit":"fordecl-000186#insight-1","date_modified":"2026-10-23"},{"text":"National climate pledges (NDCs) generally lack sufficient ambition; for a group of 32 high-potential countries, combined quantitative targets for forests represent only 50% of their economic mitigation potential, and just 16% if India's afforestation target is excluded.","ai_generated":true,"unit":"fordecl-000186#insight-2","date_modified":"2026-10-23"},{"text":"Public funding for forest climate goals is severely inadequate, with current international and domestic investments averaging USD 2.4 billion per year, which is only 0.5–5 percent of the estimated USD 45 to 460 billion needed annually.","ai_generated":true,"unit":"fordecl-000186#insight-3","date_modified":"2026-10-23"},{"text":"There is a stark imbalance between 'green' finance and 'grey' finance; for example, Brazil and Indonesia provided over USD 40 billion in subsidies to four deforestation-driving commodities, while receiving only about USD 346 million in REDD+ financing over the same period.","ai_generated":true,"unit":"fordecl-000186#insight-4","date_modified":"2026-10-23"},{"text":"Forest governance is undermined by widespread illegality, with an estimated 69% of tropical forest conversion for commercial agriculture between 2013 and 2019 being illegal.","ai_generated":true,"unit":"fordecl-000186#insight-5","date_modified":"2026-10-23"},{"text":"Despite the critical role of Indigenous Peoples and Local Communities (IPLCs) in forest conservation, at least half of IPLC-held lands globally lack legal recognition by governments.","ai_generated":true,"unit":"fordecl-000186#insight-6","date_modified":"2026-10-23"},{"text":"While the number of countries with robust forest monitoring systems has doubled since 2005 to 102, these systems are often not integrated into NDCs or national greenhouse gas inventories.","ai_generated":true,"unit":"fordecl-000186#insight-7","date_modified":"2026-10-23"},{"text":"Consumer countries are beginning to implement demand-side measures, such as the UK's May 2021 due diligence law and China's July 2020 amendment to its Forest Law banning illegally sourced timber.","ai_generated":true,"unit":"fordecl-000186#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change mitigation","Reducing emissions from deforestation and forest degradation","Nationally Determined Contributions","climate finance","indigenous people","land tenure","afforestation","reforestation","deforestation","carbon accounting","carbon credit"],"geography_discussed":["Brazil","Indonesia","Democratic Republic of the Congo","Colombia","Peru","Vietnam","People's Republic of China","European Union","United Kingdom","United States","Canada","India","Ghana","Ivory Coast","Nepal"],"frame_perspective":[],"analysis_type":["progress assessment","policy review","financial analysis"]},{"id":"gga-000239","url":"https://climateinsightsdirectory.org/document/gga-000239","title":"Review of the Security Situation in the West African Sub-Region: Advocating for Security Improvement to Promote Regional Development","publisher":{"name":"Good Governance Africa","organization":"good-governance-africa"},"document_type":"report","language":"en","date_published":"2021-10","source_url":"https://digitalmallblobstorage.blob.core.windows.net/wp-content/2021/12/REVIEW-OF-THE-SECURITY-SITUATION-IN-THE-WEST-AFRICAN-SUB-REGION.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the security landscape of West Africa, identifying a complex interplay of weak governance, economic inequality, and emerging threats like violent extremism and transnational crime. It highlights how these factors undermine regional stability and development, particularly in the Sahel. While Ghana is relatively stable, it faces risks from porous borders and internal community tensions. The document recommends pursuing economic integration via the AfCFTA, addressing youth unemployment, and strengthening regional security alliances to combat terrorism and trafficking.","ai_generated":true,"unit":"gga-000239#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"West Africa's economic growth has not translated into improved social wellbeing, leading to widening inequality and poverty that fuel public unrest and instability.","ai_generated":true,"unit":"gga-000239#insight-1","date_modified":"2026-10-23"},{"text":"Weak governance systems, characterized by institutional corruption, greed, and ethnic discrimination, are primary drivers of chronic instability and violent conflict in the region.","ai_generated":true,"unit":"gga-000239#insight-2","date_modified":"2026-10-23"},{"text":"The region is experiencing a democratic decline marked by the rise of authoritarianism, the manipulation of constitutions to extend presidential term limits, and a resurgence of 'coup culture'.","ai_generated":true,"unit":"gga-000239#insight-3","date_modified":"2026-10-23"},{"text":"Violent extremism and terrorism are expanding from the Sahel interior toward coastal West African nations, with groups like ISGS, ISWAP, and JNIM posing significant threats.","ai_generated":true,"unit":"gga-000239#insight-4","date_modified":"2026-10-23"},{"text":"West Africa serves as a major transit point for transnational organized crime, including the trafficking of cocaine from Latin America to Europe and the illicit flow of small arms and light weapons (SALW).","ai_generated":true,"unit":"gga-000239#insight-5","date_modified":"2026-10-23"},{"text":"Ghana, while generally peaceful, is vulnerable to spillover effects from unstable neighbors and faces internal fragilities related to land, chieftaincy, and illegal small-scale mining.","ai_generated":true,"unit":"gga-000239#insight-6","date_modified":"2026-10-23"},{"text":"A significant 'youth bulge' combined with high unemployment and limited economic opportunities makes young people vulnerable to recruitment by extremist groups and criminal networks.","ai_generated":true,"unit":"gga-000239#insight-7","date_modified":"2026-10-23"},{"text":"Climate change and poor farming practices are exacerbating food insecurity in the Sahel, contributing to a catastrophic rise in hunger and displacement.","ai_generated":true,"unit":"gga-000239#insight-8","date_modified":"2026-10-23"},{"text":"Maritime insecurity, particularly piracy and illegal oil bunkering, remains a critical threat in the Gulf of Guinea, with Nigeria being a primary hotspot.","ai_generated":true,"unit":"gga-000239#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate change","food insecurity","natural resource management","environmental degradation"],"geography_discussed":["Burkina Faso","Mali","Nigeria","Ivory Coast","Togo","Niger","Senegal","Guinea","Benin","Liberia","Sierra Leone","Sahel","Gulf of Guinea"],"frame_perspective":[],"analysis_type":["security assessment","policy review","conflict analysis"]},{"id":"glorespar-000154","url":"https://climateinsightsdirectory.org/document/glorespar-000154","title":"GENDER DIMENSIONS OF OCEAN RISK AND RESILIENCE IN SIDS AND COASTAL LDCS","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"report","language":"en","date_published":"2021-10","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2022/01/orraa-gender-and-ocean-risk.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines how gender norms and power dynamics influence vulnerability and adaptive capacity in the ocean economy of SIDS and coastal LDCs. It highlights the undervalued roles of women in small-scale fisheries and tourism and analyzes how climate change, market shifts, and COVID-19 disproportionately affect women due to socio-economic structures. The document advocates for the systematic collection of sex-disaggregated data, the implementation of gender-transformative policies, and the alignment of international finance, such as Official Development Assistance (ODA) and climate risk insurance, with gender equality goals to enhance overall community resilience.","ai_generated":true,"unit":"glorespar-000154#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Women are fundamental to small-scale fisheries (SSFs), representing approximately 14% of the harvest workforce and nearly half of the total SSF workforce when post-harvest sectors are included. They are responsible for up to 90% of processing and marketing jobs in many developing countries.","ai_generated":true,"unit":"glorespar-000154#insight-1","date_modified":"2026-10-23"},{"text":"In the tourism sector of SIDS, women's participation is high, with women representing 54% of the global tourism workforce and over 50% in 21 SIDS. Despite this, women often remain in low-paid, informal roles and face barriers to senior managerial positions due to gender-role stereotyping and domestic responsibilities.","ai_generated":true,"unit":"glorespar-000154#insight-2","date_modified":"2026-10-23"},{"text":"Vulnerability to ocean risks is not inherent to gender but is driven by socio-economic structures and power relations. Women are often disproportionately impacted by disasters because their needs and priorities are excluded from planning and decision-making.","ai_generated":true,"unit":"glorespar-000154#insight-3","date_modified":"2026-10-23"},{"text":"Climate change impacts are gender-differentiated; for example, in Bangladesh, women face higher morbidity during cyclones because socio-religious norms may restrict their movement to public spaces or evacuation shelters. In the Pacific and Caribbean, women are more likely to experience gender-based violence following disasters.","ai_generated":true,"unit":"glorespar-000154#insight-4","date_modified":"2026-10-23"},{"text":"The COVID-19 pandemic exacerbated gender inequalities in SIDS and coastal LDCs. Women in the service industry and informal tourism sectors were the first to be laid off, and the crisis increased the burden of unpaid care work and the risk of domestic violence.","ai_generated":true,"unit":"glorespar-000154#insight-5","date_modified":"2026-10-23"},{"text":"Market expansion and trade can displace women from traditional ocean-based livelihoods. In East Africa, increased profitability of octopus for export led men to displace women in the fishery. Similarly, in Palau, a harvest rush for sea cucumbers led to men displacing women gleaners.","ai_generated":true,"unit":"glorespar-000154#insight-6","date_modified":"2026-10-23"},{"text":"Adaptive capacity is strengthened through gender-transformative approaches that engage both men and women to dismantle harmful norms. Examples include the use of theatrical skits in Zambia to improve attitudes toward gender equality in fisheries.","ai_generated":true,"unit":"glorespar-000154#insight-7","date_modified":"2026-10-23"},{"text":"Official Development Assistance (ODA) for fisheries often lacks a strong focus on gender equality. Between 2010 and 2019, only USD 2 million was allocated to projects where gender equality was the principal objective (GE2), while the majority of funding was gender-accommodative rather than transformative.","ai_generated":true,"unit":"glorespar-000154#insight-8","date_modified":"2026-10-23"},{"text":"Climate risk insurance, such as the COAST facility in the Caribbean, can support resilience, but often overlooks women in the informal sector. Because beneficiaries are often predefined by governments as licensed fishermen, women processors and vendors risk being excluded.","ai_generated":true,"unit":"glorespar-000154#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate change","blue economy","gender equality","adaptive capacity","intersectionality","Sustainable Development Goals"],"geography_discussed":["World","Fiji","Solomon Islands","Bangladesh","Palau","Haiti","Kiribati","Sierra Leone","Mozambique","Nauru","Comoros","Timor-Leste","Maldives","Seychelles","Saint Kitts and Nevis","Grenada","Aruba","Samoa","Cape Verde","Uganda","Dominica","Senegal","Mauritania","The Gambia","Tanzania","Zanzibar Islands","Zambia","Vietnam","Madagascar","Kenya","Ivory Coast","Papua New Guinea","Cuba","Tonga","Vanuatu","Ethiopia","Malawi","Zimbabwe"],"frame_perspective":[],"analysis_type":["literature review","case study analysis","policy assessment"]},{"id":"issafri-002663","url":"https://climateinsightsdirectory.org/document/issafri-002663","title":"Walking with the Bear? Russia and the A3 in the UN Security Council","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"policy brief","language":"en","date_published":"2021-10","source_url":"https://issafrica.s3.amazonaws.com/site/uploads/Policy-Insights-118-singh-de-carvalho.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The document investigates whether Russia exerts significant influence over African states in the UN Security Council (UNSC) by analyzing voting patterns between 2014 and 2020. It argues that Russia's influence over the A3 is often exaggerated, as statistical evidence shows that African member states remain more aligned with the P3 (US, UK, and France) and are largely independent of Russian vetoes and abstentions. While the A3 have increasingly sought to present unified positions on African peace and security issues, their voting behavior on non-African files shows a declining coincidence with Russian positions over time.","ai_generated":true,"unit":"issafri-002663#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Statistical analysis of UNSC voting from 2014 to 2020 provides little evidence of strategic coordination or growing alignment between Russia and the A3.","ai_generated":true,"unit":"issafri-002663#insight-1","date_modified":"2026-10-23"},{"text":"African member states in the UNSC generally maintain a higher level of voting alignment with the P3 (US, UK, and France) than with Russia or China.","ai_generated":true,"unit":"issafri-002663#insight-2","date_modified":"2026-10-23"},{"text":"The coincidence of 'in favour' votes between the A3 and Russia declined from 91% in 2014 to 72% in 2020, while alignment with P3 members remained between 91-93% in 2020.","ai_generated":true,"unit":"issafri-002663#insight-3","date_modified":"2026-10-23"},{"text":"A3 members typically avoid voting against resolutions, preferring to abstain on contentious issues; between 2014 and 2020, only three 'against' votes were cast by A3 members.","ai_generated":true,"unit":"issafri-002663#insight-4","date_modified":"2026-10-23"},{"text":"There is very little evidence of the A3 collectively aligning with Russia's oppositional votes, with only one instance of an A3 member voting against a resolution that Russia also voted against (South Africa in 2019 regarding Venezuela).","ai_generated":true,"unit":"issafri-002663#insight-5","date_modified":"2026-10-23"},{"text":"African states are increasingly using collective positions and inter-institutional links with the African Union (AU) to increase their agency on peace and security issues, which dominate the UNSC agenda.","ai_generated":true,"unit":"issafri-002663#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Libya","Syria","Ukraine","People's Republic of China","United States","United Kingdom","France","Venezuela","Niger","Kenya","Tunisia","Gabon","Ghana","South Sudan","Sudan","Central African Republic","Somalia","Western Sahara","South Africa","Saint Vincent and the Grenadines","Angola","Egypt","Senegal","Ivory Coast","Ethiopia","Equatorial Guinea","Chad","Nigeria"],"frame_perspective":[],"analysis_type":["statistical analysis","policy evaluation"]},{"id":"iisd-000932","url":"https://climateinsightsdirectory.org/document/iisd-000932","title":"Zero Hunger Summary of Pledges and Commitments","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"fact sheet","language":"en","date_published":"2021-09-20","source_url":"https://www.iisd.org/articles/zero-hunger-summary-companies-pledges-commitments","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"As of May 24, 2022, 43 companies have committed USD 458 million across 48 countries to support the Zero Hunger Private Sector Pledge. The largest individual commitments come from Bayer (USD 160 million) and PepsiCo (USD 100 million), with significant regional focus on Africa, Asia, and Latin America.","ai_generated":true,"unit":"iisd-000932#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"As of May 24, 2022, the Zero Hunger Private Sector Pledge includes commitments from 43 companies totaling USD 458,438,958 across 48 countries and regions.","ai_generated":true,"unit":"iisd-000932#insight-1","date_modified":"2026-10-23"},{"text":"The largest single company commitment is from Bayer at USD 160 million, followed by PepsiCo at USD 100 million.","ai_generated":true,"unit":"iisd-000932#insight-2","date_modified":"2026-10-23"},{"text":"Several companies have committed funds across broad geographic regions, specifically Africa, Asia, and Latin America, including Bayer, PepsiCo, and Unilever.","ai_generated":true,"unit":"iisd-000932#insight-3","date_modified":"2026-10-23"},{"text":"Rabobank has the most extensive list of individual country targets, pledging USD 96,749,863 across 26 different nations, including Bolivia, Brazil, Ethiopia, India, and Zimbabwe.","ai_generated":true,"unit":"iisd-000932#insight-4","date_modified":"2026-10-23"}],"climate_tags":["food security","Sustainable Development Goals","Private sector engagement"],"geography_discussed":["Tanzania","Philippines","Kenya","Thailand","Ethiopia","Nigeria","Cameroon","Uganda","Ghana","Indonesia","Myanmar","Cambodia","India","Bangladesh","Malawi","Brazil","Morocco","Ivory Coast","Burkina Faso","Guinea","Haiti","Madagascar","Sudan","South Africa","Bolivia","Colombia","Ecuador","Guatemala","Mexico","Mozambique","Nicaragua","Paraguay","Peru","Rwanda","Senegal","Sri Lanka","Zambia","Zimbabwe","Chad","Democratic Republic of the Congo","Honduras","Papua New Guinea","Togo"],"frame_perspective":[],"analysis_type":["data summary"]},{"id":"clipolin-000017","url":"https://climateinsightsdirectory.org/document/clipolin-000017","title":"Subnational Climate Fund","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"case study","language":"en","date_published":"2021-09-16","source_url":"https://www.climatepolicyinitiative.org/gca-africa-adaptation-finance/case_studies/subnational-climate-fund-2/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Subnational Climate Fund (SnCF), approved by the GCF in 2020 and running through 2028, aims to mobilize USD 750 million to support approximately 40 subnational projects with deal sizes between USD 5 million and 75 million. The fund utilizes a Technical Assistance Facility and USD 150 million in concessional equity from the GCF to attract USD 600 million in commercial equity, targeting subnational governments that lack fiscal autonomy or the ability to borrow from international capital markets. The fund involves 42 countries, including 16 in Africa, and focuses on projects aligned with NDCs that incorporate Nature-based Solutions.","ai_generated":true,"unit":"clipolin-000017#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The SnCF aims to raise a total of USD 750 million, consisting of USD 150 million in concessional equity from the GCF and USD 600 million in commercial equity, to support roughly 40 subnational projects with individual deal sizes ranging from USD 5 million to 75 million.","ai_generated":true,"unit":"clipolin-000017#insight-1","date_modified":"2026-10-23"},{"text":"The fund employs a Technical Assistance Facility to provide capacity building for local governments, prepare projects, and certify climate and SDG impacts, ensuring projects align with NDCs and utilize Nature-based Solutions.","ai_generated":true,"unit":"clipolin-000017#insight-2","date_modified":"2026-10-23"},{"text":"The SnCF involves 42 countries, with 16 located in Africa: Burkina Faso, Cameroon, Côte D’Ivoire, Democratic Republic of the Congo, Gabon, Kenya, Mali, Mauritania, Mozambique, Morocco, Nigeria, Senegal, South Africa, Togo, Tunisia, and Uganda.","ai_generated":true,"unit":"clipolin-000017#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate finance","nature-based solutions","Nationally Determined Contributions"],"geography_discussed":["Africa","Burkina Faso","Cameroon","Ivory Coast","Democratic Republic of the Congo","Gabon","Kenya","Mali","Mauritania","Mozambique","Morocco","Nigeria","Senegal","South Africa","Togo","Tunisia","Uganda"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"clipolin-000067","url":"https://climateinsightsdirectory.org/document/clipolin-000067","title":"Adaptation Benefits Mechanism","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"case study","language":"en","date_published":"2021-09-16","source_url":"https://www.climatepolicyinitiative.org/gca-africa-adaptation-finance/case_studies/adaptation-benefits-mechanism-2/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Adaptation Benefits Mechanism (ABM) is a results-based financing tool that uses grants to repay commercial investors based on third-party valuations of adaptation benefits. Launched in 2019 and running through 2023, the pilot phase aims to deploy USD 50 million, with the African Development Bank leading implementation. The mechanism is particularly suited for land use and forestry projects and requires the involvement of project beneficiaries in design and monitoring. While applicable globally, Ghana and Cote d’Ivoire are identified as the most supportive countries for proposing pilot projects.","ai_generated":true,"unit":"clipolin-000067#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Adaptation Benefits Mechanism (ABM) operates as a results-based financing instrument that uses grants to repay commercial investors, with payments determined by a non-market valuation of adaptation benefits conducted by a third party. It is specifically noted as being well-suited for forestry and land use projects where benefits are easily quantified and subsidized capital can bridge the gap between market terms and the payment capacity of communities.","ai_generated":true,"unit":"clipolin-000067#insight-1","date_modified":"2026-10-23"},{"text":"The ABM pilot phase, which began in 2019 and is scheduled to conclude in 2023, aims to deploy USD 50 million to projects. The African Development Bank (AfDB) is the lead entity for the pilot, managing the Secretariat, operations, and fundraising.","ai_generated":true,"unit":"clipolin-000067#insight-2","date_modified":"2026-10-23"}],"climate_tags":["adaptation finace","land use","forestry","private investment","Nationally Determined Contributions"],"geography_discussed":["Ghana","Ivory Coast"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"clipolin-000079","url":"https://climateinsightsdirectory.org/document/clipolin-000079","title":"West Africa Coastal Areas Resilience Investment Project (WACA 2)","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"case study","language":"en","date_published":"2021-09-16","source_url":"https://www.climatepolicyinitiative.org/gca-africa-adaptation-finance/case_studies/west-africa-coastal-areas-resilience-investment-project-waca-2/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The WACA program aims to strengthen coastal resilience in Benin, Côte d’Ivoire, Mauritania, São Tomé and Príncipe, Senegal, and Togo by mainstreaming climate risks into national policies and investing in transport, urban, and natural resource sectors. Supported by a USD 222 million package approved by the World Bank in 2018, the initiative utilizes a 'WACA Marketplace' to match investment demand with partner financing. As of June 2021, 17% of committed funds were disbursed, with specific outcomes in Benin including the securing of 3,500 households from erosion and flooding. The document highlights that the success of such regional instruments depends on strong regional cooperation, political stability, a pipeline of bankable projects, and currency stability.","ai_generated":true,"unit":"clipolin-000079#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The WACA program targets coastal resilience in six West African countries—Benin, Côte d’Ivoire, Mauritania, São Tomé and Príncipe, Senegal, and Togo—by integrating climate risks such as sea-level rise, flooding, and extreme weather into national strategies and investing in the transport, urban, and natural resources sectors.","ai_generated":true,"unit":"clipolin-000079#insight-1","date_modified":"2026-10-23"},{"text":"In 2018, the World Bank approved a USD 222 million funding package for the project, which includes a USD 20 million grant from the Global Environmental Facility (GEF) and the Nordic Development Fund (NDF), with additional support from the French Development Agency (AFD) and the French Fund for the Global Environment (FFEM).","ai_generated":true,"unit":"clipolin-000079#insight-2","date_modified":"2026-10-23"},{"text":"As of June 2021, 17% of the committed funds have been disbursed. In Benin, the project has secured 3,500 households from flooding and coastal erosion and signed co-financing agreements with 33 Biodiversity Community Conservation Areas cooperatives for income-generating activities in agri-food processing, fish farming, animal husbandry, and market gardening.","ai_generated":true,"unit":"clipolin-000079#insight-3","date_modified":"2026-10-23"},{"text":"The program utilizes the WACA Platform to scale collaboration and financing, and a 'WACA Marketplace' designed as a simplified mechanism to match the demand for coastal resilience investments with available partner financing.","ai_generated":true,"unit":"clipolin-000079#insight-4","date_modified":"2026-10-23"},{"text":"The effectiveness of this regional investment instrument is contingent upon strong regional cooperation via entities like Regional Economic Communities (RECs), stable political environments, the existence of a prioritized pipeline of adaptation projects with climate risk analytics, and stable currency markets or common currencies.","ai_generated":true,"unit":"clipolin-000079#insight-5","date_modified":"2026-10-23"}],"climate_tags":["coastal management","sea level rise","climate change adaptation","climate finance","coastal erosion","flood","nature-based solutions","public–private partnership"],"geography_discussed":["North Africa"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"clipolin-000152","url":"https://climateinsightsdirectory.org/document/clipolin-000152","title":"Subsidized Impact Investing Funds: AgDevCo","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"case study","language":"en","date_published":"2021-09-16","source_url":"https://www.climatepolicyinitiative.org/gca-africa-adaptation-finance/case_studies/subsidized-impact-investing-funds-agdevco-2/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"AgDevCo utilizes concessional capital and technical assistance to develop commercially viable agri-businesses in Sub-Saharan Africa, exemplified by the establishment of Zambia's first commercial seed potato producer, Saise Farming Enterprises Ltd. The organization leverages a mix of private and DFI funding to de-risk investments and build climate-resilient agricultural value chains.","ai_generated":true,"unit":"clipolin-000152#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"AgDevCo operates as a subsidized impact investor providing long-term capital and technical assistance ranging from USD 2 million to 10 million to support small and medium agri-businesses that improve climate resilience and food security for smallholder farmers in Sub-Saharan Africa.","ai_generated":true,"unit":"clipolin-000152#insight-1","date_modified":"2026-10-23"},{"text":"In Zambia, AgDevCo established Saise Farming Enterprises Ltd (SFEL) in 2016, the country's first commercial seed potato producer, reducing reliance on South African imports. This was part of a broader strategy in Northern Zambia involving a USD 14 million injection that catalyzed USD 23 million in third-party investments for irrigation, power, and cold storage to mitigate drought and disease risks.","ai_generated":true,"unit":"clipolin-000152#insight-2","date_modified":"2026-10-23"},{"text":"AgDevCo's funding structure relies heavily on the UK Foreign, Commonwealth and Development Office (FCDO), which has disbursed 90% of a committed GBP 154,211,173. By 2019, the organization showed a trend toward diversifying its capital sources, with 53% of leveraged capital coming from private funding and 47% from Development Finance Institutions (DFIs).","ai_generated":true,"unit":"clipolin-000152#insight-3","date_modified":"2026-10-23"},{"text":"The success of commercial agri-businesses depends on high smallholder demand and a robust project pipeline supported by strong policy environments and climate risk analytics. While AgDevCo is active in ten countries, the document identifies Burundi, Somalia, Chad, and Niger as potential areas of high demand due to agricultural employment rates exceeding 70%.","ai_generated":true,"unit":"clipolin-000152#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate resilience","food security","climate change adaptation","agricultural irrigation","smallholder"],"geography_discussed":["Zambia","Sierra Leone","Ghana","Ivory Coast","Rwanda","Kenya","Malawi","Mozambique","Tanzania","Uganda","South Africa","Burundi","Somalia","Chad","Niger"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"clipolin-000165","url":"https://climateinsightsdirectory.org/document/clipolin-000165","title":"African Risk Capacity","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"case study","language":"en","date_published":"2021-09-16","source_url":"https://www.climatepolicyinitiative.org/gca-africa-adaptation-finance/case_studies/african-risk-capacity-2/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The African Risk Capacity (ARC) operates as a mutual insurance company and agency to help African Union members manage climate shocks through weather-index insurance. Since 2014, ARC Ltd has provided USD 720 million in coverage and paid USD 65 million in claims, primarily targeting the agriculture sector. Participation requires the use of Africa RiskView (ARV) software to define payout thresholds based on rainfall deviation. The program's viability depends on robust subnational climate data, government technical expertise in sovereign insurance, and high-level political awareness.","ai_generated":true,"unit":"clipolin-000165#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The African Risk Capacity (ARC) provides insurance to African Union members to protect food security, utilizing the Africa RiskView (ARV) software to trigger payouts when rainfall deviation crosses a pre-defined threshold.","ai_generated":true,"unit":"clipolin-000165#insight-1","date_modified":"2026-10-23"},{"text":"As of 2020, 34 African Union member states are part of ARC, with 24 having active MOUs and 13 designated as Class A Members who have purchased policies. Seven countries have received payouts.","ai_generated":true,"unit":"clipolin-000165#insight-2","date_modified":"2026-10-23"},{"text":"Between 2014 and the reporting period, ARC Ltd collected over USD 100 million in premiums, provided USD 720 million in insurance coverage for 72 million people, and issued USD 65 million in payouts.","ai_generated":true,"unit":"clipolin-000165#insight-3","date_modified":"2026-10-23"},{"text":"Payouts have primarily supported the agriculture sector, including the replenishment of strategic grain reserves in Malawi (2017) and drought responses in Mauritania (2018) and Madagascar (2020).","ai_generated":true,"unit":"clipolin-000165#insight-4","date_modified":"2026-10-23"},{"text":"The program is supported by interest-free capital from the UK FCDO (GBP 30 million) and KfW on behalf of BMZ (USD 48 million) with maximum terms of 20 years.","ai_generated":true,"unit":"clipolin-000165#insight-5","date_modified":"2026-10-23"},{"text":"Successful implementation of ARC requires subnational weather data for software customization, government technical expertise in weather index insurance, and high-level stakeholder awareness.","ai_generated":true,"unit":"clipolin-000165#insight-6","date_modified":"2026-10-23"}],"climate_tags":["food security","drought","early warning system","disaster risk reduction","adaptation finace"],"geography_discussed":["Bermuda","Malawi","Mauritania","Madagascar","Benin","Burkina Faso","Chad","Comoros","Ivory Coast","Djibouti","The Gambia","Ghana","Guinea","Kenya","Mali","Mozambique","Niger","Nigeria","Rwanda","Senegal","Sudan","Togo","Uganda","Zambia","Zimbabwe"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"clipolin-000186","url":"https://climateinsightsdirectory.org/document/clipolin-000186","title":"Long-term FX risk management (TCX)","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"case study","language":"en","date_published":"2021-09-16","source_url":"https://www.climatepolicyinitiative.org/gca-africa-adaptation-finance/case_studies/long-term-fx-risk-management-tcx-2/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"TCX addresses currency and interest risk in emerging and frontier markets by providing long-term fixed- and inflation-linked cross-currency and interest rate swaps. Since 2013, it has de-risked nearly USD 8.4 billion of external lending across 70 currencies. In 2020, Sub-Saharan Africa was the second most active region, representing 19% of de-risked finance (USD 187 million) across 18 countries. The model relies on high-credit-rated counterparties, such as development finance institutions, to manage credit risk and connect solutions to end-clients. While 70% of 2020 supported financing targeted microfinance and SMEs, infrastructure and renewable energy projects accounted for approximately 6%.","ai_generated":true,"unit":"clipolin-000186#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"TCX mitigates two primary financing obstacles for energy investments in developing nations: currency risk and interest risk, allowing investors to secure long-term finance in local currencies.","ai_generated":true,"unit":"clipolin-000186#insight-1","date_modified":"2026-10-23"},{"text":"Between 2013 and the reporting period, TCX de-risked nearly USD 8.4 billion of external lending in frontier and emerging countries across 70 different currencies and sold USD 1.5 billion of currency risk to international investors.","ai_generated":true,"unit":"clipolin-000186#insight-2","date_modified":"2026-10-23"},{"text":"In 2020, Sub-Saharan Africa was the second most active region for TCX, with USD 187 million in de-risked finance, representing 19% of the total, spanning 18 countries.","ai_generated":true,"unit":"clipolin-000186#insight-3","date_modified":"2026-10-23"},{"text":"The TCX model requires counterparties with strong credit ratings, such as DFIs, because TCX itself cannot assume credit risk.","ai_generated":true,"unit":"clipolin-000186#insight-4","date_modified":"2026-10-23"},{"text":"In 2020, the majority of TCX-supported financing (approximately 70%) was directed toward SME and microfinance sectors, while renewable energy and infrastructure projects comprised about 6%.","ai_generated":true,"unit":"clipolin-000186#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate finance","renewable energy","infrastructure","microfinance"],"geography_discussed":["sub-Saharan Africa","Germany","Netherlands","Algeria","Tunisia","Niger","Burkina Faso","Nigeria","Cameroon","Ivory Coast","Senegal","Sierra Leone","Ghana","Benin","Uganda","Kenya","Rwanda","Tanzania","Malawi","Zambia","Mozambique","Madagascar","South Africa"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"afripo-000112","url":"https://climateinsightsdirectory.org/document/afripo-000112","title":"What Does the G7 Proposal on Taxation of the Digitalised Economy Mean for African countries?","publisher":{"name":"Africa Policy Research Institute","organization":"africa-policy-research-institute"},"document_type":"policy brief","language":"en","date_published":"2021-09-03","source_url":"https://afripoli.org/what-does-the-g7-proposal-on-taxation-of-the-digitalised-economy-mean-for-african-countries","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the G7 proposal for taxing the digitalised economy, specifically the OECD's Pillar 1 and Pillar 2. It argues that the US-led amendments—including a 15% global minimum effective tax rate and high revenue thresholds for Pillar 1—disadvantage African nations. The brief highlights that many MNEs operate in Africa without a physical presence, exploiting loopholes to avoid tax. It warns that the proposed rules may force African countries to surrender unilateral taxing rights (like Digital Service Taxes) without gaining significant revenue, as most MNEs in Africa fall below the G7's high thresholds. The authors advocate for a UN-led global tax body to ensure greater legitimacy and equity.","ai_generated":true,"unit":"afripo-000112#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Current international tax rules allow Multi-National Enterprises (MNEs) to avoid paying taxes in African market jurisdictions because they can operate digitally and remotely without maintaining a physical presence.","ai_generated":true,"unit":"afripo-000112#insight-1","date_modified":"2026-10-23"},{"text":"The G7 adopted a US-led proposal that significantly narrowed the scope of Pillar 1, raising the revenue threshold to USD 20 billion and the profitability threshold to 10%, which excludes most MNEs operating in African markets.","ai_generated":true,"unit":"afripo-000112#insight-2","date_modified":"2026-10-23"},{"text":"The proposed 15% global minimum Effective Tax Rate (ETR) under Pillar 2 may result in African countries losing tax revenue to the home countries of MNEs via the Income Inclusion Rule, particularly where local effective rates are lower due to incentives or deemed profit taxation.","ai_generated":true,"unit":"afripo-000112#insight-3","date_modified":"2026-10-23"},{"text":"The G7 proposal is viewed as inequitable, with Tax Justice Network estimates suggesting the G7 will capture 60% of the additional revenue from Pillar 2, while the remaining 90% of the world's population will share 40%.","ai_generated":true,"unit":"afripo-000112#insight-4","date_modified":"2026-10-23"},{"text":"Implementing Pillar 1 may require African countries to remove unilateral measures such as Digital Service Taxes (DST) and Significant Economic Presence (SEP) rules, potentially leading to negative revenue returns since most companies in Africa do not meet the Pillar 1 thresholds.","ai_generated":true,"unit":"afripo-000112#insight-5","date_modified":"2026-10-23"},{"text":"The authors recommend establishing a global tax body under the UN to provide more legitimacy and equity than the current OECD-led process, and suggest adopting a Formulary Apportionment Rule as a fairer alternative to the current Pillar 2 rules.","ai_generated":true,"unit":"afripo-000112#insight-6","date_modified":"2026-10-23"}],"climate_tags":["tax incentive"],"geography_discussed":["Nigeria","United States","Kenya","South Africa","Ivory Coast","Senegal"],"frame_perspective":[],"analysis_type":["policy analysis","economic impact assessment"]},{"id":"issafri-002131","url":"https://climateinsightsdirectory.org/document/issafri-002131","title":"Navigating beyond gender in the maritime sector","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2021-09","source_url":"https://issafrica.s3.amazonaws.com/site/uploads/AR-035.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines gender inequality in the African maritime sector, highlighting that current frameworks often equate gender equality solely with women's inclusion. It advocates for an intersectional analysis—considering race, age, and class—to address the systemic exclusion of youth and other marginalised groups. The document reviews African Union maritime instruments, finds a lack of implementation and data, and provides examples of gender-sensitive initiatives in fisheries and coastal management.","ai_generated":true,"unit":"issafri-002131#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The African maritime sector is heavily male-dominated, with women making up only 2% of the global maritime workforce. Women's roles are often restricted to administrative or junior positions, with only 10% in senior leadership, most of whom are chief financial officers.","ai_generated":true,"unit":"issafri-002131#insight-1","date_modified":"2026-10-23"},{"text":"Existing maritime security and governance frameworks in Africa frequently omit gender integration or narrowly define gender equality as the inclusion of women, treating them as a homogenous group and ignoring other marginalised populations such as youth.","ai_generated":true,"unit":"issafri-002131#insight-2","date_modified":"2026-10-23"},{"text":"Several African Union maritime instruments lack the necessary ratifications to enter into force or fail to provide practical implementation details. The Lomé Charter and the Revised African Maritime Transport Charter (RAMTC) have both failed to secure the required ratifications.","ai_generated":true,"unit":"issafri-002131#insight-3","date_modified":"2026-10-23"},{"text":"The African Blue Economy Strategy (ABES) is identified as a positive step forward because it explicitly mentions the inclusivity of women, youth, and vulnerable people within its goals for fisheries and aquaculture.","ai_generated":true,"unit":"issafri-002131#insight-4","date_modified":"2026-10-23"},{"text":"In the fisheries sector, a distinct gender divide exists where men primarily perform the fishing, while women handle 58% of the processing work and the majority of sales, though their contributions are often dismissed as domestic work.","ai_generated":true,"unit":"issafri-002131#insight-5","date_modified":"2026-10-23"},{"text":"A critical lack of disaggregated data regarding age, race, and class makes it difficult to perform intersectional analyses or develop targeted policies for youth and other marginalised groups in the maritime sector.","ai_generated":true,"unit":"issafri-002131#insight-6","date_modified":"2026-10-23"},{"text":"Professional networks and cooperatives serve as essential 'safety nets' for women in the male-dominated maritime industry, helping them overcome isolation and gain access to resources.","ai_generated":true,"unit":"issafri-002131#insight-7","date_modified":"2026-10-23"}],"climate_tags":["gender equality","intersectionality","blue economy","aquaculture","coastal management","water transport"],"geography_discussed":["Cape Verde","Ivory Coast","Mozambique","Seychelles","South Africa","Guinea","Mauritania","Kenya"],"frame_perspective":[],"analysis_type":["policy review","gender analysis"]}]}