{"query_echo":{"q":"","filters":{"geography":["The Gambia"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'The Gambia' for facet 'geography' is not in the controlled vocabulary."}]},"total":{"value":206,"relation":"eq"},"page":5,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=The+Gambia&page=5","next":"https://climateinsightsdirectory.org/api/v1/search?geography=The+Gambia&page=6","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":"newclim-000314","url":"https://climateinsightsdirectory.org/document/newclim-000314","title":"Global update","publisher":{"name":"NewClimate Institute","organization":"newclimate-institute"},"document_type":"briefing","language":"en","date_published":"2021-09","source_url":"https://climateactiontracker.org/documents/871/CAT_2021-09_Briefing_GlobalUpdate.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The September 2021 Global Update by the Climate Action Tracker (CAT) finds that global climate action continues to lag behind the requirements for limiting warming to 1.5°C. While some countries have updated their NDCs, the 2030 emissions gap remains significant, estimated at 20 to 23 GtCO2e. The report introduces a new rating system that integrates targets, policies, and climate finance, revealing that only The Gambia is overall 1.5°C Paris Agreement compatible. Most net zero targets are rated as poor or incomplete, and developed countries are failing to provide sufficient international climate finance or implement policies that align with their fair share of global mitigation efforts.","ai_generated":true,"unit":"newclim-000314#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Updated Nationally Determined Contributions (NDCs) submitted in 2020–2021 have only marginally reduced the 2030 emissions gap for 1.5°C by approximately 2.6–3.9 GtCO2e, or 11–14%, leaving a remaining gap of 20 to 23 GtCO2e.","ai_generated":true,"unit":"newclim-000314#insight-1","date_modified":"2026-10-23"},{"text":"Under the new CAT rating system, which evaluates targets, policies, and finance, only The Gambia is rated as overall 1.5°C Paris Agreement compatible. The UK is the only developed country rated better than 'Insufficient', scoring as 'Almost sufficient'.","ai_generated":true,"unit":"newclim-000314#insight-2","date_modified":"2026-10-23"},{"text":"The majority of national net zero targets are lacking in scope, architecture, and transparency. Only Chile, Costa Rica, and the European Union have targets considered 'acceptable'.","ai_generated":true,"unit":"newclim-000314#insight-3","date_modified":"2026-10-23"},{"text":"Developed countries are generally failing to meet their 'fair share' of global mitigation efforts and are not providing sufficient international climate finance to support developing nations.","ai_generated":true,"unit":"newclim-000314#insight-4","date_modified":"2026-10-23"},{"text":"There is a critical lack of progress in phasing out fossil fuels, with China building 75% of the world's new coal-fired power plants in 2020 and India maintaining the second largest coal plant pipeline globally.","ai_generated":true,"unit":"newclim-000314#insight-5","date_modified":"2026-10-23"},{"text":"Several governments have failed to increase their climate ambition since 2015, either resubmitting the same targets or introducing changes that do not meaningfully increase mitigation efforts. These include Australia, Brazil, Indonesia, Mexico, New Zealand, Russia, Singapore, Switzerland, and Viet Nam.","ai_generated":true,"unit":"newclim-000314#insight-6","date_modified":"2026-10-23"},{"text":"If all 131 announced or considered net zero targets were fully implemented, global warming by 2100 could be limited to 2.0°C, which is still above the 1.5°C goal.","ai_generated":true,"unit":"newclim-000314#insight-7","date_modified":"2026-10-23"}],"climate_tags":["Nationally Determined Contributions","climate target","climate finance","coal power","natural gas","green hydrogen","electric vehicle","Paris Agreement","carbon dioxide removal"],"geography_discussed":["The Gambia","United Kingdom","European Union","People's Republic of China","India","United States","Australia","Brazil","Mexico","Russia","Vietnam","Indonesia","New Zealand","Singapore","Switzerland","Chile","Costa Rica","Germany","Japan","South Korea","Canada","Norway","Saudi Arabia","Iran","Thailand"],"frame_perspective":[],"analysis_type":["policy assessment","target tracking","rating system"]},{"id":"newclim-000329","url":"https://climateinsightsdirectory.org/document/newclim-000329","title":"Climate Action Tracker CAT rating methodology","publisher":{"name":"NewClimate Institute","organization":"newclimate-institute"},"document_type":"report","language":"en","date_published":"2021-09","source_url":"https://climateactiontracker.org/documents/874/CAT_2021-09_RatingMethodology_FullDescriptionNewSystem.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Climate Action Tracker (CAT) 2021 rating methodology employs a dual-framework approach, combining 'fair share' principles and 'modelled domestic pathways' to assess government climate action. It evaluates targets (domestic and international), implemented policies, and climate finance to determine an overall rating. The system distinguishes between developed countries, which are expected to provide finance and meet stringent domestic targets, and developing countries, which may require international support to achieve full decarbonisation. The methodology specifically excludes land use, land-use change, and forestry (LULUCF) from main ratings but flags them when they significantly impact a country's emissions profile.","ai_generated":true,"unit":"newclim-000329#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The CAT rating system uses two primary reference frameworks: 'fair share' principles, which consider historical responsibility and capacity, and 'modelled domestic pathways', which are downscaled global least-cost scenarios from the IPCC to determine feasible national emission reductions.","ai_generated":true,"unit":"newclim-000329#insight-1","date_modified":"2026-10-23"},{"text":"The 'fair share' framework is based on a weighted distribution of over 40 scientific studies across seven categories, including responsibility, capability/need, equality, and staged approaches, to define a 'fair share range' for each country.","ai_generated":true,"unit":"newclim-000329#insight-2","date_modified":"2026-10-23"},{"text":"Developed countries (Annex I) are expected to meet their fair share obligations through a combination of domestic mitigation and providing international climate finance to support emissions reductions in other countries.","ai_generated":true,"unit":"newclim-000329#insight-3","date_modified":"2026-10-23"},{"text":"The climate finance rating for developed countries is based on four criteria: absolute current contributions (measured against a USD 100 billion benchmark), contribution trends over five years, future commitments, and the cessation of overseas fossil fuel finance.","ai_generated":true,"unit":"newclim-000329#insight-4","date_modified":"2026-10-23"},{"text":"The overall CAT rating is an average of the policies and action rating and the target rating. For the target rating, the domestic (or internationally supported) target and the fair share target are averaged; if a country is rated on finance, the finance rating can improve the fair share target rating.","ai_generated":true,"unit":"newclim-000329#insight-5","date_modified":"2026-10-23"},{"text":"To achieve a '1.5°C Paris Agreement compatible' rating, developed countries must set domestic targets consistent with 1.5°C least-cost pathways, implement policies to meet those targets, and provide international support through finance or bilateral agreements.","ai_generated":true,"unit":"newclim-000329#insight-6","date_modified":"2026-10-23"},{"text":"LULUCF (Land-Use, Land-Use Change, and Forestry) is excluded from the main rating to avoid mixing volatile sinks with fossil fuel emissions, but the CAT flags countries where LULUCF emissions or removals exceed 20% of other GHG emissions.","ai_generated":true,"unit":"newclim-000329#insight-7","date_modified":"2026-10-23"},{"text":"The methodology for 'modelled domestic pathways' uses the IPAT (Impact, Population, Affluence, and Technology) method to downscale regional emissions to the national level based on GDP and population.","ai_generated":true,"unit":"newclim-000329#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate finance","Nationally Determined Contributions","1.5 degree Celsius climate target","decarbonization","Villevocance","fossil fuel finance","climate target","Paris Agreement"],"geography_discussed":["Japan","Ethiopia","The Gambia","Kenya","India","European Union","Canada"],"frame_perspective":[],"analysis_type":["methodology","policy assessment"]},{"id":"saiia-001693","url":"https://climateinsightsdirectory.org/document/saiia-001693","title":"Mapping the Future of Africa–China Relations: Insights from West Africa","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"research paper","language":"en","date_published":"2021-09","source_url":"https://saiia.org.za/wp-content/uploads/2021/09/Occasional-Paper-330-soule.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes the multidimensional relationship between China and West Africa, highlighting significant asymmetries in trade and foreign direct investment. It identifies health cooperation, economic recovery, regional integration, and debt restructuring as primary priorities for the FOCAC 8 summit. The author argues that West African nations should move beyond bilateral opportunism toward a strategic regional approach led by ECOWAS, incorporating non-state actors and civil society to address concerns over transparency, debt sustainability, and environmental impacts.","ai_generated":true,"unit":"saiia-001693#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Trade between West Africa and China is highly asymmetric; in 2019, West African countries imported $37 billion from China while exporting only $9.63 billion to it. Nigeria and Ghana are the region's primary exporters to China, whereas francophone nations like Benin, Burkina Faso, Côte d’Ivoire, Mali, and Niger export significantly less.","ai_generated":true,"unit":"saiia-001693#insight-1","date_modified":"2026-10-23"},{"text":"Chinese foreign direct investment (FDI) in West Africa is concentrated in construction and mining, with Nigeria and Ghana receiving the highest flows ($2.65 billion and $1.55 billion respectively between 2003 and 2019).","ai_generated":true,"unit":"saiia-001693#insight-2","date_modified":"2026-10-23"},{"text":"Health cooperation is a strategic priority for FOCAC 8, evolving from 'mask diplomacy' to vaccine distribution and the pursuit of local manufacturing capacity. While China has donated vaccines, a larger volume has been sold to African, Asian, and Latin American countries, indicating that vaccine diplomacy is linked to strategic and business interests.","ai_generated":true,"unit":"saiia-001693#insight-3","date_modified":"2026-10-23"},{"text":"China is Africa's largest bilateral creditor, and several West African nations, including Ghana, Nigeria, and Côte dIvoire, have high levels of indebtedness. There is growing concern among African citizens and policymakers regarding loan transparency and the risk of debt distress, with 58% of aware citizens in an 18-country survey believing their governments borrowed too much from China.","ai_generated":true,"unit":"saiia-001693#insight-4","date_modified":"2026-10-23"},{"text":"The African Continental Free Trade Area (AfCFTA) is viewed as a tool for economic recovery and regional integration, but the influx of cheap Chinese goods, such as textiles in West Africa, creates trade tensions and negatively impacts local producers.","ai_generated":true,"unit":"saiia-001693#insight-5","date_modified":"2026-10-23"},{"text":"The author recommends that West African nations shift from bilateral 'opportunism' to a strategic regional approach led by ECOWAS to better negotiate with China, enhance preferential market access, and set norms for loan transparency.","ai_generated":true,"unit":"saiia-001693#insight-6","date_modified":"2026-10-23"}],"climate_tags":["trade","climate change","Sustainable Development Goals"],"geography_discussed":["Senegal","Nigeria","Ghana","Burkina Faso","Mali","Niger","Benin","Guinea","Sierra Leone","Togo","The Gambia","Cape Verde","People's Republic of China","Egypt","Morocco","Kenya","Tanzania","Uganda"],"frame_perspective":[],"analysis_type":["policy analysis","regional study"]},{"id":"saiia-000861","url":"https://climateinsightsdirectory.org/document/saiia-000861","title":"Assessing the Implications of the APRM’s Expanded Mandate","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"research paper","language":"en","date_published":"2021-07","source_url":"https://saiia.org.za/wp-content/uploads/2021/09/Occasional-Paper-328-semela.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper examines how the APRM's Expanded Mandate has revitalized the agency by introducing targeted reviews and monitoring roles for Agenda 2063 and the SDGs, while cautioning that these additions may distract from its core mission of comprehensive country reviews. It highlights the role of the 'Kagame Reforms' and the leadership of CEO Prof. Eddy Maloka in restoring institutional stability and financial predictability. The author argues that the APRM must now consolidate these gains, rationalizing its activities to ensure that new instruments, such as National Governance Reports, do not become weak substitutes for rigorous peer reviews.","ai_generated":true,"unit":"saiia-000861#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Expanded Mandate, established through AU Assembly decisions between 2016 and 2019, broadened the APRM's scope to include monitoring the AU's Agenda 2063 and the UN's Sustainable Development Goals (SDGs), as well as serving as an early warning tool for conflict prevention.","ai_generated":true,"unit":"saiia-000861#insight-1","date_modified":"2026-10-23"},{"text":"The introduction of targeted reviews has increased participation by allowing countries to scrutinize specific sectors rather than undergoing full reviews; examples include Djibouti (decentralisation), Namibia (youth unemployment), Senegal (mineral resources), and Sierra Leone (health governance).","ai_generated":true,"unit":"saiia-000861#insight-2","date_modified":"2026-10-23"},{"text":"The APRM's membership grew from 33 countries in December 2015 to 41 by April 2021, with new members including Namibia, The Gambia, Botswana, Zimbabwe, Seychelles, and the Democratic Republic of Congo.","ai_generated":true,"unit":"saiia-000861#insight-3","date_modified":"2026-10-23"},{"text":"There is a risk that National Governance Reports may be used as 'weak substitutes' for comprehensive Country Review Reports, potentially allowing countries to circumvent the rigour of formal peer reviews.","ai_generated":true,"unit":"saiia-000861#insight-4","date_modified":"2026-10-23"},{"text":"National Programmes of Action (NPoAs) have historically been a 'weak link' in the APRM process due to difficulties in implementation, including issues with budgeting, performance monitoring, and alignment with national planning systems.","ai_generated":true,"unit":"saiia-000861#insight-5","date_modified":"2026-10-23"},{"text":"The APRM achieved greater institutional stability under CEO Prof. Eddy Maloka, notably by having its budget included in the statutory budget of the AU for the first time in 2019.","ai_generated":true,"unit":"saiia-000861#insight-6","date_modified":"2026-10-23"},{"text":"The COVID-19 pandemic forced the APRM to adopt virtual operational delivery and led to the creation of the 'Africa’s Governance Response to COVID 19: Preliminary Report 2020' to facilitate evidence-based policy responses.","ai_generated":true,"unit":"saiia-000861#insight-7","date_modified":"2026-10-23"}],"climate_tags":["governance","public policy","Sustainable Development Goals"],"geography_discussed":["World","Djibouti","Namibia","Senegal","Sierra Leone","Zambia","South Africa","Ethiopia","The Gambia","Botswana","Zimbabwe","Seychelles","Democratic Republic of the Congo","Chad"],"frame_perspective":[],"analysis_type":["institutional assessment","policy analysis"]},{"id":"chanmar-000251","url":"https://climateinsightsdirectory.org/document/chanmar-000251","title":"Aperçu de la chaîne d’approvisionnement en farine et huile de poisson de l’Afrique de l’Ouest vers l’Europe","publisher":{"name":"Changing Markets Foundation","organization":"changing-markets-foundation"},"document_type":"report","language":"fr","date_published":"2021-06","source_url":"https://changingmarkets.org/wp-content/uploads/2023/10/Nourrir-le-Monstre-FR-low-res.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines how the fishmeal and fish oil industry in West Africa, particularly in Mauritania, Senegal, and The Gambia, diverts critical protein sources from local human consumption to feed aquaculture and livestock in Europe and Asia. It highlights the ecological collapse of sardinelle and bonga stocks, the socio-economic marginalization of local fish processors (primarily women), and the role of European feed giants and retailers in driving this demand.","ai_generated":true,"unit":"chanmar-000251#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Over 500,000 tonnes of fish that could feed more than 33 million people in West Africa are annually diverted to produce fishmeal and fish oil for aquaculture and industrial livestock, primarily in Europe and Asia.","ai_generated":true,"unit":"chanmar-000251#insight-1","date_modified":"2026-10-23"},{"text":"Small pelagic stocks, specifically sardinelle and bonga, are overexploited, which the FAO identifies as a serious threat to the sub-region's food security; a 50% reduction in fishing effort for all sardinelle species is recommended.","ai_generated":true,"unit":"chanmar-000251#insight-2","date_modified":"2026-10-23"},{"text":"Mauritania is the primary exporter of fishmeal and fish oil to the EU, producing over 110,000 tonnes of fishmeal (18% exported to the EU) and nearly 35,000 tonnes of fish oil (over 70% exported to the EU).","ai_generated":true,"unit":"chanmar-000251#insight-3","date_modified":"2026-10-23"},{"text":"The industry severely impacts local women who traditionally process fish for local markets, as the diversion of small pelagics to industrial factories reduces their income and the availability of affordable protein.","ai_generated":true,"unit":"chanmar-000251#insight-4","date_modified":"2026-10-23"},{"text":"Four major European aquafeed producers—Cargill Aqua Nutrition/EWOS, Skretting, Mowi, and BioMar—have all had links with West African fishmeal and fish oil suppliers.","ai_generated":true,"unit":"chanmar-000251#insight-5","date_modified":"2026-10-23"},{"text":"Major European retailers, including Tesco, Carrefour, Lidl, and Aldi, source farmed fish from companies linked to the four aquafeed giants involved in the West African supply chain.","ai_generated":true,"unit":"chanmar-000251#insight-6","date_modified":"2026-10-23"},{"text":"Fishmeal factories in Mauritania and Senegal cause significant environmental and health issues, including chronic diseases and asthma due to pollution and foul odors.","ai_generated":true,"unit":"chanmar-000251#insight-7","date_modified":"2026-10-23"},{"text":"The report identifies a lack of transparency and discrepancies in trade data, noting that Mauritania declared exporting 3,891 tonnes of fish oil to Norway in 2019, while Norway reported importing 24,344 tonnes from Mauritania for the same period.","ai_generated":true,"unit":"chanmar-000251#insight-8","date_modified":"2026-10-23"}],"climate_tags":["aquaculture","food security","Global supply chain governance"],"geography_discussed":["European Union","Norway","Denmark","France","Spain","Greece","Germany","People's Republic of China"],"frame_perspective":[],"analysis_type":["supply chain analysis","socio-economic impact assessment","environmental assessment"]},{"id":"prio-001404","url":"https://climateinsightsdirectory.org/document/prio-001404","title":"Systematic review of determinants of migration aspirations","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"report","language":"en","date_published":"2021-01-29","source_url":"https://cdn.cloud.prio.org/files/c3fa5331-105a-4f5a-b6e4-04145deee849/Full text PDF 4MB.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report synthesizes findings from 49 peer-reviewed articles and 72 distinct analyses to determine what factors drive individuals to aspire to migrate. It employs a two-step model distinguishing between the formation of aspirations and their conversion into actual migration. The review identifies 32 determinants across demographic, socio-economic, individual, contextual, and migration-related domains. Key findings indicate that migration aspirations are most strongly and consistently driven by youth, male gender, the presence of migration networks, a history of international travel, and exposure to violence or insecurity. Conversely, aspirations are consistently lowered by increasing age, higher subjective well-being, and strong social attachment to the community of origin. The document also notes a significant research gap in the 'conversion' phase—how aspirations translate into actual movement—due to the logistical challenges of longitudinal panel data collection.","ai_generated":true,"unit":"prio-001404#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Age is one of the most consistent determinants of migration aspirations, with younger individuals being significantly more likely to aspire to international moves, particularly among adults and young adults.","ai_generated":true,"unit":"prio-001404#insight-1","date_modified":"2026-10-23"},{"text":"Gender norms strongly influence aspirations, with men generally being more likely to aspire to migrate, often driven by roles as household providers or rites of passage into manhood.","ai_generated":true,"unit":"prio-001404#insight-2","date_modified":"2026-10-23"},{"text":"Marital status typically has a negative effect on migration aspirations, as single individuals are overwhelmingly more likely to want to migrate than those who are married or cohabiting.","ai_generated":true,"unit":"prio-001404#insight-3","date_modified":"2026-10-23"},{"text":"Higher educational attainment is generally associated with a higher likelihood of migration aspirations, although the causal direction remains ambiguous.","ai_generated":true,"unit":"prio-001404#insight-4","date_modified":"2026-10-23"},{"text":"Subjective well-being and life satisfaction are strong negative predictors of migration aspirations; individuals who are happier or more satisfied with life are less likely to want to leave.","ai_generated":true,"unit":"prio-001404#insight-5","date_modified":"2026-10-23"},{"text":"Contextual factors at the country or community level, specifically violence, insecurity, and corruption, consistently increase migration aspirations.","ai_generated":true,"unit":"prio-001404#insight-6","date_modified":"2026-10-23"},{"text":"Social attachment, national pride, and community cohesion act as deterrents to migration, generally reducing the likelihood of aspiring to move.","ai_generated":true,"unit":"prio-001404#insight-7","date_modified":"2026-10-23"},{"text":"Migration-related factors, including existing migration networks, personal or family migration history, and the receipt of remittances, overwhelmingly increase the likelihood of migration aspirations.","ai_generated":true,"unit":"prio-001404#insight-8","date_modified":"2026-10-23"},{"text":"Positive perceptions of potential destination countries, particularly regarding economic opportunities and living conditions, generally raise migration aspirations.","ai_generated":true,"unit":"prio-001404#insight-9","date_modified":"2026-10-23"},{"text":"There is a significant lack of research on the 'conversion' of aspirations into actual migration, but available data suggests that while aspirations are a robust predictor of movement, many aspiring migrants never actually migrate due to obstacles or changes in mind.","ai_generated":true,"unit":"prio-001404#insight-10","date_modified":"2026-10-23"}],"climate_tags":["governance"],"geography_discussed":["Europe","Central Asia","Latin America","Caribbean","Middle East","North Africa","sub-Saharan Africa","East Asia","Kyrgyzstan","Mexico","Burkina Faso","Eritrea","India","The Gambia","Romania","Senegal","Morocco","Egypt","Lebanon","Tunisia","Turkey","Kosovo"],"frame_perspective":[],"analysis_type":["systematic review","quantitative analysis","qualitative synthesis"]},{"id":"glorespar-000062","url":"https://climateinsightsdirectory.org/document/glorespar-000062","title":"RESILIENCE OF LOCAL COMMUNITIES: LESSONS FROM COVID-19","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"policy brief","language":"en","date_published":"2021-01-18","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2021/01/brief_resilience-of-local-communities-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"This policy brief examines the social resilience of 15 communities in the Global South during the COVID-19 pandemic. It finds that resilience is multifaceted, involving assets, flexibility, social organization, learning, behavioral factors, and agency. The study highlights the critical role of community-based organizations, particularly women's and youth groups, in mobilizing resources and maintaining social cohesion. It recommends that policymakers target multiple social domains of resilience rather than focusing on a single policy angle, treating community organizations as key partners and investing in social capital to enhance collective action.","ai_generated":true,"unit":"glorespar-000062#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Communities in the Global South utilized a combination of six social domains of resilience—assets, flexibility, social organization, learning, behavioural and cognitive factors, and agency—to cope with COVID-19. Half of the 15 studied communities drew on all six domains, and every community mobilized at least four.","ai_generated":true,"unit":"glorespar-000062#insight-1","date_modified":"2026-10-23"},{"text":"Different types of assets were leveraged for pandemic response: ICTs provided news and awareness (physical assets), cash savings and remittances provided funding (financial assets), existing skills were used to produce masks and detergents (human assets), and agricultural land was used for local food production (natural assets).","ai_generated":true,"unit":"glorespar-000062#insight-2","date_modified":"2026-10-23"},{"text":"Community-based organizations, specifically women's and youth groups, church networks, and grassroots movements, were essential for sharing resources, providing housing for the homeless, and managing information to prevent infections.","ai_generated":true,"unit":"glorespar-000062#insight-3","date_modified":"2026-10-23"},{"text":"Resilience was supported by flexibility through livelihood diversification and urban-to-rural migration, and by behavioral factors such as drawing on experience from previous humanitarian crises. Conversely, misinformation and the stigmatization of families acted as barriers to resilience.","ai_generated":true,"unit":"glorespar-000062#insight-4","date_modified":"2026-10-23"}],"climate_tags":["Community based adaptation","climate change vulnerability","Global South"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["qualitative content analysis"]},{"id":"cdkn-000841","url":"https://climateinsightsdirectory.org/document/cdkn-000841","title":"Voices from the Frontline of Covid-19","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"report","language":"en","date_published":"2021","source_url":"https://test.cdkn.org/sites/default/files/2021-12/Voices-from-the-Frontline-of-Covid-full-synthesis-report-WEB.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report documents community-led responses to the Covid-19 pandemic and climate risks across the Global South, highlighting the role of social capital, women's leadership, and local innovation in maintaining development progress. It identifies specific grassroots solutions—such as community grain banks, urban kitchen gardens, and village savings groups—and argues for a shift in external support toward flexible, locally-led financing and partnerships that recognise the expertise of community-based organisations.","ai_generated":true,"unit":"cdkn-000841#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Covid-19 pandemic compounded existing vulnerabilities related to climate change, poverty, and political marginalisation, but communities utilised existing coping strategies—such as women's networks and savings associations—to respond to the crisis.","ai_generated":true,"unit":"cdkn-000841#insight-1","date_modified":"2026-10-23"},{"text":"Community-led food security initiatives emerged as a critical response to pandemic-induced job losses, including the expansion of 'kitchen gardens' in Colombia and Kenya, and the use of 'Community Grain Banks' in Uttar Pradesh, India, which support over 6,000 farming families.","ai_generated":true,"unit":"cdkn-000841#insight-2","date_modified":"2026-10-23"},{"text":"Women and youth played leading roles in public health education and countering misinformation, using tools like local radio in Kenya and WhatsApp in Nepal to disseminate accurate hygiene protocols and combat harmful rumours.","ai_generated":true,"unit":"cdkn-000841#insight-3","date_modified":"2026-10-23"},{"text":"The pandemic exacerbated gender-based violence and the risk of early marriages for girls, particularly in Uganda, where families sometimes used daughters' marriages as a source of cash due to economic hardship.","ai_generated":true,"unit":"cdkn-000841#insight-4","date_modified":"2026-10-23"},{"text":"Informal settlements faced acute sanitation and waste management crises during lockdowns; in response, grassroots groups in Uganda trained youth in constructing ecological toilets, while waste pickers in Colombia successfully lobbied for recognition as 'essential service providers'.","ai_generated":true,"unit":"cdkn-000841#insight-5","date_modified":"2026-10-23"},{"text":"Local entrepreneurs diversified livelihoods to meet pandemic needs, creating micro-businesses for hygiene products or shifting from high-value fishing to seaweed farming in the Philippines when lockdowns restricted sea access.","ai_generated":true,"unit":"cdkn-000841#insight-6","date_modified":"2026-10-23"},{"text":"The intersection of Covid-19 and extreme weather events, such as Super-Cyclone Amphan in Bangladesh and monsoon floods in Assam, India, increased vulnerability by destroying housing and forcing unplanned gatherings that heightened virus exposure.","ai_generated":true,"unit":"cdkn-000841#insight-7","date_modified":"2026-10-23"},{"text":"Community-based financing mechanisms, such as Village Savings and Loan Associations (VSLA), profit-sharing microfinance, and crowd-funding via Kiva, provided essential survival buffers and capital for new ventures when formal credit was inaccessible.","ai_generated":true,"unit":"cdkn-000841#insight-8","date_modified":"2026-10-23"},{"text":"Effective partnerships for service delivery were observed when community activists collaborated with government officials to identify the most vulnerable residents and coordinate the distribution of relief packages.","ai_generated":true,"unit":"cdkn-000841#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate change","climate change vulnerability","climate change adaptation","extreme weather event","tropical cyclone","flood","drought","climate finance","loss and damage","Sustainable Development Goals","food security","urban agriculture","community resilience","microfinance","waste management","public health"],"geography_discussed":["India","Bangladesh","Kenya","Uganda","Colombia","South Africa","Nepal","Philippines","Zimbabwe","The Gambia","Democratic Republic of the Congo","Ethiopia","Tanzania","Nigeria","Ghana","Fiji","Solomon Islands","Bolivia","Indonesia"],"frame_perspective":[],"analysis_type":["synthesis report","case study analysis","qualitative assessment"]},{"id":"issafri-001517","url":"https://climateinsightsdirectory.org/document/issafri-001517","title":"Africa and Europe: building consensus on migration","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"policy brief","language":"en","date_published":"2021","source_url":"https://issafrica.s3.amazonaws.com/site/uploads/PB-166.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that while Africa views migration as a demographic and development issue, the European Union has increasingly adopted a securitised approach. It identifies four key entry points for strengthening the Africa-EU partnership: remittances, legal labour migration pathways, international protection, and voluntary returns and readmissions.","ai_generated":true,"unit":"issafri-001517#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"African and European priorities regarding migration differ significantly: Africa views migration primarily as a \"demographic and development issue,\" whereas the European Union's approach has become increasingly \"technical, security-centred\" and \"politicised.\"","ai_generated":true,"unit":"issafri-001517#insight-1","date_modified":"2026-10-23"},{"text":"Contrary to common perceptions, the majority of African migrants move within the continent (80% in 2020), and African migrants represented only 12.9% of the total international migrants in Europe as of 2020.","ai_generated":true,"unit":"issafri-001517#insight-2","date_modified":"2026-10-23"},{"text":"Remittances are a critical source of external financing for Africa, totaling approximately US$82.9 billion in 2020, which is more than double the total foreign direct investment (FDI) of US$39.8 billion received by the continent in the same year.","ai_generated":true,"unit":"issafri-001517#insight-3","date_modified":"2026-10-23"},{"text":"Sub-Saharan Africa is the most expensive region globally for sending remittances, with an average commission of 8.2%, far exceeding the Sustainable Development Goal 10 target of reducing costs to below 3%.","ai_generated":true,"unit":"issafri-001517#insight-4","date_modified":"2026-10-23"},{"text":"The EU's securitised approach to migration, including the use of development cooperation funding for migration controls via the Emergency Trust Fund for Africa (EUTF), has led to unintended consequences such as increased smuggling and instability in the central Sahel, specifically in Mali and Niger.","ai_generated":true,"unit":"issafri-001517#insight-5","date_modified":"2026-10-23"},{"text":"Efforts to establish formal return and readmission agreements between the EU and African countries have largely failed, with Cabo Verde being the only exception; some nations like Ethiopia, Guinea, The Gambia, and Côte d’Ivoire have instead used informal agreements.","ai_generated":true,"unit":"issafri-001517#insight-6","date_modified":"2026-10-23"},{"text":"Legal labour migration pathways are preferred by both continents, with initiatives like the Global Skill Partnership and EU pilot projects involving Morocco, Nigeria, Egypt, and Tunisia aiming to align migration with labour market needs.","ai_generated":true,"unit":"issafri-001517#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate migration","sustainable development"],"geography_discussed":["Mali","Niger","Nigeria","Zambia","Mozambique","Egypt","Ghana","Kenya","Morocco","Senegal","Zimbabwe","Tanzania","Uganda","Angola","Namibia","South Africa","Botswana","Malawi","Libya","Cape Verde","Ethiopia","Guinea","The Gambia","Ivory Coast","Algeria"],"frame_perspective":[],"analysis_type":["policy analysis","strategic assessment"]},{"id":"napglob-000237","url":"https://climateinsightsdirectory.org/document/napglob-000237","title":"Resilience in Action","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"en","date_published":"2021","source_url":"https://napglobalnetwork.org/wp-content/uploads/2021/01/napgn-en-2021-resilience-in-action.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The NAP Global Network provides demand-driven support to developing countries through long-term in-country programs and short-term technical inputs via its Country Support Hub. Over five years, the Network has helped countries like Colombia, Ethiopia, Fiji, Ghana, Kiribati, Peru, Saint Lucia, and South Africa achieve milestones including the adoption of NAP documents, the creation of sectoral adaptation strategies, and the establishment of monitoring and evaluation (M&E) systems. Key lessons emphasize that building trust-based relationships with government partners is essential and that a 'value chain' of technical assistance, peer learning, and knowledge resources accelerates the transition from planning to implementation.","ai_generated":true,"unit":"napglob-000237#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The NAP Global Network utilizes a demand-driven support model consisting of long-term, multi-year technical programs and short-term inputs provided through a Country Support Hub (CSH) to assist developing countries at various stages of their NAP processes.","ai_generated":true,"unit":"napglob-000237#insight-1","date_modified":"2026-10-23"},{"text":"Building trust-based relationships with government partners is a critical but often under-resourced requirement for successful technical assistance, as these relationships form the basis for understanding needs and identifying effective support methods.","ai_generated":true,"unit":"napglob-000237#insight-2","date_modified":"2026-10-23"},{"text":"In Colombia, the NAP Global Network supported the completion of sector adaptation plans for industry, housing, health, and water, and the establishment of an Early Warning System (EWS) pilot project in Guatavita to protect water supplies from heavy rains and drought.","ai_generated":true,"unit":"napglob-000237#insight-3","date_modified":"2026-10-23"},{"text":"Ethiopia achieved several milestones including the official launch of its NAP document, the creation of an implementation roadmap, and the development of a strategy to mobilize resources through domestic budgeting, international climate finance, and the private sector.","ai_generated":true,"unit":"napglob-000237#insight-4","date_modified":"2026-10-23"},{"text":"Fiji established an NAP Inter-Ministerial Steering Committee to enhance cross-sectoral coordination and developed a NAP costing methodology to produce cost estimates for 160 prioritized adaptation measures.","ai_generated":true,"unit":"napglob-000237#insight-5","date_modified":"2026-10-23"},{"text":"Ghana adopted a NAP Framework to establish a vision and guiding principles for its process and developed a sectoral adaptation strategy for infrastructure covering water, energy, and transportation.","ai_generated":true,"unit":"napglob-000237#insight-6","date_modified":"2026-10-23"},{"text":"Kiribati revised its Joint Implementation Plan (KJIP) for 2019–2028 and launched an enhanced Integrated Vulnerability Assessment (KIVA) database to centralize data from national, sectoral, island, and village levels.","ai_generated":true,"unit":"napglob-000237#insight-7","date_modified":"2026-10-23"},{"text":"Peru adopted a Framework Law on Climate Change providing a mandate for adaptation at national, subnational, and sectoral levels, and developed a NAP document that includes a blueprint for 91 initial adaptation measures.","ai_generated":true,"unit":"napglob-000237#insight-8","date_modified":"2026-10-23"},{"text":"Saint Lucia adopted sectoral adaptation strategies and action plans (SASAPs) for agriculture, fisheries, and ecosystems, which led to the approval of a USD 10 million project from the Adaptation Fund for the agricultural sector.","ai_generated":true,"unit":"napglob-000237#insight-9","date_modified":"2026-10-23"},{"text":"South Africa's Cabinet approved its NAP document in August 2020, following support for stakeholder consultations and the development of a resource mobilization strategy to identify finance gaps.","ai_generated":true,"unit":"napglob-000237#insight-10","date_modified":"2026-10-23"},{"text":"Short-term technical support through the CSH has helped countries like Zimbabwe, Morocco, Nigeria, Botswana, and Malawi develop NAP roadmaps and frameworks to maintain momentum while awaiting GCF NAP Readiness funding.","ai_generated":true,"unit":"napglob-000237#insight-11","date_modified":"2026-10-23"},{"text":"The Network has provided targeted support to integrate gender considerations into NAP processes in Benin, Madagascar, Jamaica, and The Gambia, including the use of gender analyses to inform policy and institutional changes.","ai_generated":true,"unit":"napglob-000237#insight-12","date_modified":"2026-10-23"}],"climate_tags":["national adaptation plan","climate change adaptation","climate finance","early warning system","nature-based solutions","capacity building","disaster risk reduction"],"geography_discussed":["Colombia","Ethiopia","Fiji","Ghana","Kiribati","Peru","Saint Lucia","South Africa","Zimbabwe","Morocco","Nigeria","Botswana","Malawi","Burkina Faso","Kenya","Grenada","Philippines","Benin","Madagascar","Jamaica","The Gambia"],"frame_perspective":[],"analysis_type":["impact assessment","case study","lessons learned"]},{"id":"glorespar-000092","url":"https://climateinsightsdirectory.org/document/glorespar-000092","title":"Scaling and Supporting Innovative Finance for Resilience in Fragile and Conflict-Prone Regions","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"guide","language":"en","date_published":"2020-12-02","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2020/12/guidelines-for-applicants-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The Global Resilience Partnership (GRP), in collaboration with the UNDP and GEF, is seeking Expressions of Interest from organizations managing innovative finance mechanisms in fragile and conflict-prone regions. The initiative aims to support private sector solutions that address the 'triple threat' of COVID-19, climate change-induced extreme weather, and geopolitical instability. Selected organizations will receive grants, technical assistance from a multidisciplinary mentoring facility, and networking opportunities to improve the scale and effectiveness of their funds. Eligible mechanisms must be based in specific Least Developed Countries (LDCs), demonstrate a sustainable revenue model, and focus on the intersection of climate adaptation, food and water security, and disaster risk reduction.","ai_generated":true,"unit":"glorespar-000092#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The program targets the 'triple threat' facing fragile and conflict-prone regions, where the effects of COVID-19 and climate change-driven extreme weather exacerbate geopolitical instability and challenges to food and water security.","ai_generated":true,"unit":"glorespar-000092#insight-1","date_modified":"2026-10-23"},{"text":"The initiative specifically seeks to support innovative financial mechanisms, such as revolving funds and blended finance (including soft loans, grants, and matching funding), provided they have a viable path to a sustainable revenue model.","ai_generated":true,"unit":"glorespar-000092#insight-2","date_modified":"2026-10-23"},{"text":"Selected organizations will receive a grant and access to a multidisciplinary mentoring and knowledge sharing facility featuring experts in finance, resilience, development, and peace and stability to help optimize scaling and business plans.","ai_generated":true,"unit":"glorespar-000092#insight-3","date_modified":"2026-10-23"},{"text":"To be eligible, finance mechanisms must be based in specific Least Developed Countries (LDCs), including nations such as Afghanistan, Ethiopia, Yemen, and Haiti, and must demonstrate a 'do no harm' approach to communities and ecosystems.","ai_generated":true,"unit":"glorespar-000092#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","Blended Finance","disaster risk reduction","food security","water security","private investment","climate resilience"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["guidelines"]},{"id":"chanmar-000030","url":"https://climateinsightsdirectory.org/document/chanmar-000030","title":"ATRAPADOS","publisher":{"name":"Changing Markets Foundation","organization":"changing-markets-foundation"},"document_type":"report","language":"es","date_published":"2020-12","source_url":"https://changingmarkets.org/wp-content/uploads/2023/10/ATRAPADOS_Informe.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that Spanish supermarkets are failing to address the sustainability of their aquaculture supply chains, with none setting targets to eliminate wild fish from feed. It highlights the ecological damage caused by the production of Fish Meal and Fish Oil (FMFO) in regions like Peru and West Africa and criticizes the industry's reliance on certifications as a substitute for genuine sustainability.","ai_generated":true,"unit":"chanmar-000030#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"None of the ten largest Spanish supermarket distributors have established a clear objective or deadline to reduce or eliminate the use of wild fish in aquaculture feeds.","ai_generated":true,"unit":"chanmar-000030#insight-1","date_modified":"2026-10-23"},{"text":"The aquaculture industry is heavily dependent on Fish Meal and Fish Oil (FMFO), with approximately 15 million tonnes of wild fish used annually for this purpose, representing nearly 20% of total global catches.","ai_generated":true,"unit":"chanmar-000030#insight-2","date_modified":"2026-10-23"},{"text":"The production of FMFO in Peru and West Africa is linked to severe issues, including the overfishing of juveniles, corruption in fishing quotas, and the diversion of fish that could otherwise address human malnutrition.","ai_generated":true,"unit":"chanmar-000030#insight-3","date_modified":"2026-10-23"},{"text":"Spanish supermarkets are lagging behind their counterparts in the UK and Germany, where some retailers have already implemented policies for sustainable feed or invested in FMFO alternatives like algal oil.","ai_generated":true,"unit":"chanmar-000030#insight-4","date_modified":"2026-10-23"},{"text":"The report identifies a lack of transparency in Spanish retail, noting that while production methods (farmed vs wild) are often labeled, information regarding the specific feed used or the origin of the feed is almost entirely absent.","ai_generated":true,"unit":"chanmar-000030#insight-5","date_modified":"2026-10-23"},{"text":"The production of farmed salmon is highlighted as particularly inefficient, with only 28 out of every 100 grams of protein in the salmon's feed reaching the final consumer's plate.","ai_generated":true,"unit":"chanmar-000030#insight-6","date_modified":"2026-10-23"},{"text":"The report argues that current marine certifications, such as MSC, ASC, and MarinTrust, are insufficient to guarantee sustainability and may act as a 'smoke screen' for unsustainable practices.","ai_generated":true,"unit":"chanmar-000030#insight-7","date_modified":"2026-10-23"},{"text":"Industrial fishing for krill in the Southern Ocean is increasing and is identified as a threat to penguins and the broader Antarctic ecosystem, despite being marketed as a sustainable FMFO alternative.","ai_generated":true,"unit":"chanmar-000030#insight-8","date_modified":"2026-10-23"}],"climate_tags":["aquaculture","food security","ocean acidification","climate change"],"geography_discussed":["Peru","West Africa","Norway","Mauritania","United Kingdom","Germany","India","Vietnam","The Gambia","Antarctic Peninsula"],"frame_perspective":[],"analysis_type":["corporate assessment","supply chain analysis"]},{"id":"gclifun-005199","url":"https://climateinsightsdirectory.org/document/gclifun-005199","title":"GENDER ASSESSMENT AND ACTION PLAN The Africa Integrated Climate Risk Management Programme: Building the resilience of smallholder farmers to climate change impacts in 7 Sahelian Countries of the Green Great Wall (GGW)","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2020-12","source_url":"https://www.greenclimate.fund/sites/default/files/document/fp162-gender-assessment.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies systemic gender inequalities across seven Sahelian countries that hinder women's resilience to climate change, specifically citing limited land ownership, high burdens of unpaid care work, and restricted access to climate information and financial services. It proposes a Gender Action Plan to increase women's economic empowerment, reduce workloads through solar-powered technologies, and improve access to climate-smart agricultural inputs and micro-insurance, targeting at least 40% of interventions for women.","ai_generated":true,"unit":"gclifun-005199#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Women in the seven targeted Sahelian countries face significant constraints due to social and cultural norms, including a gendered division of labour that places the entire burden of securing water, fuel, and caregiving on women, limiting their time for education or income-generating activities.","ai_generated":true,"unit":"gclifun-005199#insight-1","date_modified":"2026-10-23"},{"text":"There is a substantial gender gap in agricultural productivity, ranging from 4 to 25 percent depending on the country and crop, driven by women's limited access to inputs, extension support, and modern farming technologies.","ai_generated":true,"unit":"gclifun-005199#insight-2","date_modified":"2026-10-23"},{"text":"Women's access to land ownership is severely restricted across the region; for example, in Burkina Faso, women account for less than 40 percent of landowners despite making up over half of the agricultural labour force.","ai_generated":true,"unit":"gclifun-005199#insight-3","date_modified":"2026-10-23"},{"text":"Climate information and early warning systems (CIEWS) are often inaccessible to women, which limits their ability to adapt to climate variability, select appropriate cropping calendars, or utilize agricultural insurance schemes.","ai_generated":true,"unit":"gclifun-005199#insight-4","date_modified":"2026-10-23"},{"text":"In several target countries, a conflicting tripartite legal system consisting of civil, customary, and Sharia laws often impedes the implementation of gender-responsive frameworks and restricts women's inheritance and property rights.","ai_generated":true,"unit":"gclifun-005199#insight-5","date_modified":"2026-10-23"},{"text":"The programme aims to reduce women's unpaid workloads by scaling up innovative rural electrification models using solar energy to decrease reliance on traditional biomass and charcoal for cooking and food processing.","ai_generated":true,"unit":"gclifun-005199#insight-6","date_modified":"2026-10-23"},{"text":"The programme sets a target that at least 40% of its interventions will be allocated to women to address the 'feminization' of poverty and improve their resilience to climate shocks.","ai_generated":true,"unit":"gclifun-005199#insight-7","date_modified":"2026-10-23"},{"text":"Gender-based violence, including female genital mutilation, child marriage, and domestic violence, is identified as a pervasive barrier that the programme intends to address through community sensitization and training.","ai_generated":true,"unit":"gclifun-005199#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate risk management","smallholder","gender equality","climate finance","renewable energy","solar energy","food security","land tenure","Climate information service","bioenergy","agroforestry"],"geography_discussed":["Sahel"],"frame_perspective":[],"analysis_type":["gender assessment","policy analysis","action plan"]},{"id":"issafri-002711","url":"https://climateinsightsdirectory.org/document/issafri-002711","title":"Peace & Security Council Report","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2020-12","source_url":"https://issafrica.s3.amazonaws.com/site/uploads/pscreport-131.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report evaluates the African Union's (AU) limited capacity to intervene in crises due to principles of national sovereignty and subsidiarity. It details the unraveling political alliance in the Democratic Republic of the Congo, the conceptual and operational failures of the 'Silencing the Guns in Africa 2020' initiative, and identifies high-risk elections and conflicts in countries such as South Sudan, Uganda, and Ethiopia for 2021. Additionally, it features an interview on the necessity of a culturally contextualized African mediation doctrine based on the AU's experience in Sudan.","ai_generated":true,"unit":"issafri-002711#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The African Union's ability to respond to emerging crises in 2020 was marginal because its interventions are restricted by the principles of national sovereignty (non-interference) and subsidiarity, which often override the principle of non-indifference.","ai_generated":true,"unit":"issafri-002711#insight-1","date_modified":"2026-10-23"},{"text":"President Félix Tshisekedi of the Democratic Republic of the Congo is attempting to consolidate power and break a secret 2019 co-management deal with former president Joseph Kabila and the Front Commun pour le Congo (FCC), leading to an untenable political situation.","ai_generated":true,"unit":"issafri-002711#insight-2","date_modified":"2026-10-23"},{"text":"The 'Silencing the Guns in Africa 2020' (STGIA2020) initiative has suffered from conceptual confusion, being variously described as a programme, project, campaign, or slogan, and lacks a common approach across AU departments.","ai_generated":true,"unit":"issafri-002711#insight-3","date_modified":"2026-10-23"},{"text":"Several African nations face high risks of political crisis during 2021 elections, including South Sudan due to stalled political transition, Uganda due to closed civic space and crackdowns on protests, and Zambia due to suspicions of electoral fraud.","ai_generated":true,"unit":"issafri-002711#insight-4","date_modified":"2026-10-23"},{"text":"Effective African-led mediation requires a unique doctrine that respects original cultural contexts and avoids external interference, as demonstrated by the AU's successful power-sharing agreement in Sudan in July 2019.","ai_generated":true,"unit":"issafri-002711#insight-5","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Democratic Republic of the Congo","Sudan","Ethiopia","Uganda","Zambia","South Sudan","Somalia","Benin","Chad","Ivory Coast","Central African Republic","Mali","Mozambique","Cameroon","Libya","The Gambia","Algeria"],"frame_perspective":[],"analysis_type":["institutional assessment","political analysis"]},{"id":"chanmar-000035","url":"https://climateinsightsdirectory.org/document/chanmar-000035","title":"FUTTER BEI DIE FISCHE","publisher":{"name":"Changing Markets Foundation","organization":"changing-markets-foundation"},"document_type":"report","language":"de","date_published":"2020-11-30","source_url":"https://changingmarkets.org/wp-content/uploads/2023/10/Bericht_Futter_bei_die_Fische_Screen_RZ_DS.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report evaluates seven German retailers (ALDI Nord, ALDI Süd, EDEKA, KAUFLAND, LIDL, REWE, and METRO AG) on their use of wild fish in aquaculture feed. It finds that none of the companies met even half of the sustainability criteria, with METRO AG performing the worst. The document argues for the 'decoupling' of aquaculture from wild fisheries to protect marine ecosystems and food security, suggesting alternatives like algae oil, insects, and the farming of non-predatory species such as carp and mussels.","ai_generated":true,"unit":"chanmar-000035#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The global aquaculture industry is heavily dependent on wild fish, with approximately 20 million tonnes of wild fish processed annually into fishmeal and fish oil, representing nearly 20% of the total global catch.","ai_generated":true,"unit":"chanmar-000035#insight-1","date_modified":"2026-10-23"},{"text":"Of the wild fish processed into fishmeal and fish oil, nearly 80% is fed to farmed fish, which puts significant pressure on wild fish stocks rather than relieving them.","ai_generated":true,"unit":"chanmar-000035#insight-2","date_modified":"2026-10-23"},{"text":"An evaluation of seven German retailers using 13 indicators revealed that no company fulfilled even half of the conditions for sustainable aquaculture supply chains.","ai_generated":true,"unit":"chanmar-000035#insight-3","date_modified":"2026-10-23"},{"text":"KAUFLAND ranked highest in the assessment, being the only retailer to offer salmon fed with algae oil instead of fish oil in its own-brand range since February 2020.","ai_generated":true,"unit":"chanmar-000035#insight-4","date_modified":"2026-10-23"},{"text":"METRO AG ranked lowest, fulfilling only 10% of the indicators and failing to respond to the study's survey.","ai_generated":true,"unit":"chanmar-000035#insight-5","date_modified":"2026-10-23"},{"text":"The report identifies significant social and ecological damage caused by the fishmeal and fish oil industry in Gambia, India, and Vietnam, including threats to local food security.","ai_generated":true,"unit":"chanmar-000035#insight-6","date_modified":"2026-10-23"},{"text":"In Gambia, research showed that fish processed in a single fishmeal and fish oil factory accounted for approximately 40% of the country's total reported fish catch in 2016.","ai_generated":true,"unit":"chanmar-000035#insight-7","date_modified":"2026-10-23"},{"text":"The use of soy as a protein substitute in aquaculture feed contributes to deforestation in South America, particularly Brazil, where an estimated 1,800 square kilometers of tropical forest are destroyed annually for soy used in animal feed.","ai_generated":true,"unit":"chanmar-000035#insight-8","date_modified":"2026-10-23"},{"text":"The report argues that existing certifications, such as the Aquaculture Stewardship Council (ASC) and MarinTrust (formerly IFFO), are insufficient to guarantee sustainability as non-sustainable practices were observed in certified operations.","ai_generated":true,"unit":"chanmar-000035#insight-9","date_modified":"2026-10-23"},{"text":"Sustainable alternatives to fishmeal and fish oil include algae oil, insect-based proteins, and plant-based substitutes from rapeseed, corn, or wheat.","ai_generated":true,"unit":"chanmar-000035#insight-10","date_modified":"2026-10-23"},{"text":"The report recommends promoting the consumption of 'fried fish' (non-predatory fish) like carp, tilapia, and catfish, as well as mussels, which require little to no fishmeal in their diet.","ai_generated":true,"unit":"chanmar-000035#insight-11","date_modified":"2026-10-23"}],"climate_tags":["aquaculture","food security","Global supply chain governance","deforestation","biodiversity loss"],"geography_discussed":["The Gambia","India","Vietnam","Brazil","World"],"frame_perspective":[],"analysis_type":["corporate benchmarking","supply chain analysis","environmental impact assessment"]},{"id":"saiia-001782","url":"https://climateinsightsdirectory.org/document/saiia-001782","title":"Building Africa’s Renewable Energy Future: Recommendations for a Just Transition","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"policy brief","language":"en","date_published":"2020-09","source_url":"https://saiia.org.za/wp-content/uploads/2020/09/Policy-Briefing-212-muller-et-al.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes energy transition policies in 34 African countries, categorizing them as direct, integrative, or enabling. It identifies a trend toward market-oriented regimes using auction instruments and de-risking tools, while highlighting that only a few countries—including South Africa, Rwanda, Kenya, Mauritius, Ethiopia, and Egypt—effectively integrate energy justice (distributive, recognitional, and procedural) into their frameworks. The authors warn against over-reliance on market forces and recommend that AU-EU cooperation prioritize energy justice criteria, capacity building, and regional partnerships to ensure a just transition.","ai_generated":true,"unit":"saiia-001782#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"African energy policies are categorized into three types: 'direct policies' (concrete changes like subsidies), 'integrative policies' (integrating renewables via grid infrastructure or feed-in tariffs), and 'enabling policies' (transformative changes like green industrial policies and education).","ai_generated":true,"unit":"saiia-001782#insight-1","date_modified":"2026-10-23"},{"text":"There is a strategic shift toward market-oriented transition regimes that utilize auction instruments, feed-in tariffs, and de-risking tools to attract private sector investment and reduce the dominance of state-owned utilities.","ai_generated":true,"unit":"saiia-001782#insight-2","date_modified":"2026-10-23"},{"text":"A small group of countries—Egypt, Ethiopia, Mauritius, Namibia, Rwanda, South Africa, and Uganda—have developed comprehensive policy frameworks that address both distributive and recognitional energy justice through a mix of direct, integrative, and enabling policies.","ai_generated":true,"unit":"saiia-001782#insight-3","date_modified":"2026-10-23"},{"text":"While distributive and recognitional justice are addressed in some frameworks, there is almost no evidence of policies that actively promote 'procedural justice' (participation and democratization), with South Africa being a notable exception due to its public consultation processes.","ai_generated":true,"unit":"saiia-001782#insight-4","date_modified":"2026-10-23"},{"text":"Over-reliance on market forces in countries like Algeria and Morocco risks undermining the Sustainable Development Goals (SDGs) for universal energy access, as these policies often fail to address justice-related issues.","ai_generated":true,"unit":"saiia-001782#insight-5","date_modified":"2026-10-23"},{"text":"Certain countries are hindered in their green transition by strong path dependencies, such as Nigeria and Angola, or by policies focused on only a single issue, such as Botswana and Togo.","ai_generated":true,"unit":"saiia-001782#insight-6","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","energy transition","energy justice","green industrial policy","feed-in tariff","energy poverty","rural electrification","technology transfer","capacity building"],"geography_discussed":["South Africa","Rwanda","Kenya","Mauritius","Ethiopia","Egypt","Botswana","The Gambia","Togo","Algeria","Uganda","Zambia","Ghana","Namibia","Malawi","Mozambique","Nigeria","Angola","Morocco"],"frame_perspective":[],"analysis_type":["comparative analysis","policy assessment"]},{"id":"prio-001823","url":"https://climateinsightsdirectory.org/document/prio-001823","title":"Timing Matters: The Impact of Regularity of Election Cycles on Autocratic Stability","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2020-05-28","source_url":"https://cdn.cloud.prio.org/files/bdd35f78-a412-4070-8a68-5bcceafbf22d/Timing Matters The Impact of Regularity of Election Cycles on Autocratic Stability.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The research analyzes 259 autocratic regimes from 1946 to 2008 to determine if the predictability of election dates influences regime durability. The author posits that regular election cycles create focal points for dissident collective action and prevent incumbents from 'surfing' favorable political or economic conditions. Statistical analysis indicates that regimes with more regular electoral cycles have a significantly higher probability of failure. The study suggests that manipulating the electoral calendar—through snap elections or delays—serves as a survival strategy to stymie challengers and optimize the use of state violence.","ai_generated":true,"unit":"prio-001823#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Autocratic regimes that adhere to a more regular election cycle are more likely to experience regime breakdown compared to those with irregular cycles.","ai_generated":true,"unit":"prio-001823#insight-1","date_modified":"2026-10-23"},{"text":"Regimes with the most regular electoral cycles face a probability of failure approximately five times higher than that of an average regime.","ai_generated":true,"unit":"prio-001823#insight-2","date_modified":"2026-10-23"},{"text":"Regular election dates act as focal points that simplify the coordination of anti-regime protests and collective action for dissidents.","ai_generated":true,"unit":"prio-001823#insight-3","date_modified":"2026-10-23"},{"text":"Dictators use 'opportunistic electoral surfing' to time elections during periods of high regime popularity or opposition weakness to reduce the risk of protests.","ai_generated":true,"unit":"prio-001823#insight-4","date_modified":"2026-10-23"},{"text":"Manipulating the electoral calendar allows regimes to better plan and execute the use of violence to ensure victory.","ai_generated":true,"unit":"prio-001823#insight-5","date_modified":"2026-10-23"},{"text":"The destabilizing effect of electoral regularity is more pronounced in parliamentary-based autocratic regimes and younger regimes.","ai_generated":true,"unit":"prio-001823#insight-6","date_modified":"2026-10-23"},{"text":"The findings remain robust when controlling for variables such as GDP per capita, natural resource dependence, military size, and the level of democracy.","ai_generated":true,"unit":"prio-001823#insight-7","date_modified":"2026-10-23"},{"text":"Some highly repressive regimes, such as North Korea, can survive despite regular election cycles because their control systems are robust enough to withstand the associated risks.","ai_generated":true,"unit":"prio-001823#insight-8","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Venezuela","Mexico","Singapore","Kazakhstan","Turkey","Botswana","Zimbabwe","Democratic Republic of the Congo","Russia","Indonesia","Panama","The Gambia","North Korea"],"frame_perspective":[],"analysis_type":["statistical analysis","comparative political analysis"]},{"id":"gclifun-004887","url":"https://climateinsightsdirectory.org/document/gclifun-004887","title":"Enhancing Land-based Adaptation and Resilient Green Economies in Makueni, Kajiado, Machakos and Kitui Counties in Kenya","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2020-03-24","source_url":"https://www.greenclimate.fund/sites/default/files/document/24260-enhancing-land-based-adaptation-and-resilient-green-economies-makueni-kajiado-machakos-and.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The project proposes a USD 45 million intervention to restore 50,648 hectares of degraded land and support land-based enterprises in four Kenyan counties. It aims to reduce greenhouse gas emissions by approximately 7.1 million tCO2eq and benefit 57,250 direct beneficiaries through climate-smart agriculture, reforestation, and the creation of 25,000 green jobs. The initiative focuses on three main components: enhancing climate-smart land practices, transforming rural livelihoods via green enterprises, and improving policy and climate information systems.","ai_generated":true,"unit":"gclifun-004887#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The project aims to restore 50,648 hectares of degraded land across four counties: 22,830 ha in Kitui, 14,388 ha in Kajiado, 7,230 ha in Makueni, and 6,200 ha in Machakos.","ai_generated":true,"unit":"gclifun-004887#insight-1","date_modified":"2026-10-23"},{"text":"The estimated mitigation impact of the project is a reduction of 7,145,128 tCO2eq over its five-year lifespan, primarily through converting croplands, grasslands, and bare lands into agroforestry systems and forests.","ai_generated":true,"unit":"gclifun-004887#insight-2","date_modified":"2026-10-23"},{"text":"The project targets 57,250 direct beneficiaries (1.9% of the rural population in the four counties) and approximately 500,000 indirect beneficiaries, with a goal to create 25,000 jobs in agro-processing industries.","ai_generated":true,"unit":"gclifun-004887#insight-3","date_modified":"2026-10-23"},{"text":"Economic benefits are projected to include a present value of USD 156 million in increased income from enterprises such as honey, timber, and fruit production over 15 years, and USD 47 million in increased county government revenue.","ai_generated":true,"unit":"gclifun-004887#insight-4","date_modified":"2026-10-23"},{"text":"The project identifies several root causes of vulnerability, including prolonged drought, overreliance on rain-fed agriculture, lack of land title deeds limiting credit access, and gender inequality in land ownership and decision-making.","ai_generated":true,"unit":"gclifun-004887#insight-5","date_modified":"2026-10-23"},{"text":"The total indicative project cost is USD 45 million, with USD 40 million requested as a grant from the Green Climate Fund and USD 5 million in co-financing from county governments.","ai_generated":true,"unit":"gclifun-004887#insight-6","date_modified":"2026-10-23"}],"climate_tags":["agroforestry","land degradation","Climate-smart agriculture","ecosystem-based adaptation","Climate information service","reforestation","rainwater harvesting","green job","climate finance","carbon sequestration","Sustainable land management"],"geography_discussed":["The Gambia"],"frame_perspective":[],"analysis_type":["project proposal","concept note"]},{"id":"seforall-000289","url":"https://climateinsightsdirectory.org/document/seforall-000289","title":"FINANCING ACCESS TO COOLING SOLUTIONS","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"briefing","language":"en","date_published":"2020-03-01","source_url":"https://www.seforall.org/system/files/2021-04/Financing-Cooling-SEforALL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document identifies significant barriers to financing sustainable cooling, including the diversity of needs across human comfort, agriculture, and health sectors, and a lack of global tracking for cooling-specific investments. It argues that while private capital is abundant, it is often too risk-averse for the innovative or low-income contexts where cooling is most needed. The brief highlights the role of the Kigali Cooling Efficiency Program (K-CEP) and suggests leveraging blended finance, national cooling action plans, and bulk procurement to scale solutions. It specifically emphasizes the need to coordinate funding for refrigerant replacement (via the Montreal Protocol) with energy efficiency improvements to maximize climate benefits.","ai_generated":true,"unit":"seforall-000289#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Financing for cooling is complicated by a wide diversity of needs, ranging from human comfort for over 2 billion people to cold chains for food and vaccines. For the poor, high upfront costs often lead to the purchase of the least energy-efficient and most carbon-intensive products.","ai_generated":true,"unit":"seforall-000289#insight-1","date_modified":"2026-10-23"},{"text":"There is a critical lack of formal tracking for access to cooling finance, which hinders the ability to establish baselines, understand trends, and identify gaps. Current data often relies on proxies from electricity access or general energy efficiency, which miss passive building design and specific cold chain investments.","ai_generated":true,"unit":"seforall-000289#insight-2","date_modified":"2026-10-23"},{"text":"Private capital is dominated by risk-averse sources, while the public and philanthropic sources that can tolerate higher risks are more limited. In many developing countries, the investment climate is perceived as high risk due to political unrest, corruption, and weak contract enforcement.","ai_generated":true,"unit":"seforall-000289#insight-3","date_modified":"2026-10-23"},{"text":"A significant gap exists in the coordination between the Multilateral Fund for the Implementation of the Montreal Protocol (MLF), which funds refrigerant replacement, and other climate funds that support energy efficiency. This lack of alignment may result in lost opportunities to reduce greenhouse gas emissions from the energy used to power cooling systems.","ai_generated":true,"unit":"seforall-000289#insight-4","date_modified":"2026-10-23"},{"text":"Blended finance, which uses concessional public or philanthropic capital to attract private investment, has the potential to increase investment up to ten-fold. However, its application to cooling is limited to projects that can produce steady cash flows to repay institutional investors.","ai_generated":true,"unit":"seforall-000289#insight-5","date_modified":"2026-10-23"},{"text":"Bulk procurement is an effective strategy to reduce costs for efficient cooling. In India, a joint venture used USD 68 million in public resources to procure 100,000 room air conditioners, later securing USD 300 million in World Bank financing to expand the program to ceiling fans.","ai_generated":true,"unit":"seforall-000289#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate finance","energy efficiency","Blended Finance","hydrofluorocarbon","passive cooling","nature-based solutions","Nationally Determined Contributions","national adaptation plan"],"geography_discussed":["India","The Gambia","Costa Rica","Ghana","Indonesia","Nigeria","Bangladesh","sub-Saharan Africa","Southeast Asia"],"frame_perspective":[],"analysis_type":["policy analysis","financial assessment"]},{"id":"chanmar-000046","url":"https://climateinsightsdirectory.org/document/chanmar-000046","title":"CAUGHT OUT","publisher":{"name":"Changing Markets Foundation","organization":"changing-markets-foundation"},"document_type":"report","language":"en","date_published":"2020-03","source_url":"https://changingmarkets.org/wp-content/uploads/2023/10/Caught_Out_Report_FINAL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report evaluates UK supermarkets' reliance on fishmeal and fish oil (FMFO) for farmed seafood, arguing that the current 'fed aquaculture' model is unsustainable and threatens marine ecosystems and global food security. It ranks retailers based on their policies, transparency, and in-store practices, finding that none have a time-bound target to eliminate wild-caught fish in feed.","ai_generated":true,"unit":"chanmar-000046#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The global aquaculture industry is heavily reliant on wild-caught fish for feed, with approximately 15 million tonnes of wild fish used annually to produce fishmeal and fish oil (FMFO), representing nearly 20% of the total global catch.","ai_generated":true,"unit":"chanmar-000046#insight-1","date_modified":"2026-10-23"},{"text":"In 2019, UK consumers purchased 103,000 tonnes of the top six farmed seafood species, which indirectly resulted in the consumption of 177,000 tonnes of wild fish used as feed.","ai_generated":true,"unit":"chanmar-000046#insight-2","date_modified":"2026-10-23"},{"text":"None of the top ten UK retailers surveyed have established a clear, time-bound target to reduce or eliminate the use of whole wild-caught fish in their aquaculture feed supply chains.","ai_generated":true,"unit":"chanmar-000046#insight-3","date_modified":"2026-10-23"},{"text":"Tesco was the highest-scoring retailer in the report's scorecard, achieving a score of 60% and being the only retailer to provide 'Fish In, Fish Out' calculations for its top five aquaculture products.","ai_generated":true,"unit":"chanmar-000046#insight-4","date_modified":"2026-10-23"},{"text":"ALDI was ranked at the bottom of the scorecard due to a lack of engagement with the research and a failure to provide information on the origin of farmed seafood sold in its stores.","ai_generated":true,"unit":"chanmar-000046#insight-5","date_modified":"2026-10-23"},{"text":"The report argues that seafood certification schemes, such as IFFO RS, MSC, and ASC, are often insufficient proxies for sustainability and may mask unsustainable practices in countries like India, Vietnam, and the Gambia.","ai_generated":true,"unit":"chanmar-000046#insight-6","date_modified":"2026-10-23"},{"text":"The Scottish farmed salmon industry is highlighted as a significant consumer of wild fish; in 2018, it was estimated to have used around 460,000 tonnes of wild fish for feed.","ai_generated":true,"unit":"chanmar-000046#insight-7","date_modified":"2026-10-23"},{"text":"Krill is being marketed as a sustainable alternative to FMFO, but scientific evidence suggests that industrial krill fishing in the Southern Ocean harms predators like penguins and is threatened by regional warming.","ai_generated":true,"unit":"chanmar-000046#insight-8","date_modified":"2026-10-23"},{"text":"In-store investigations revealed that farmed salmon is heavily marketed and prominently placed at eye level, while information regarding production methods and provenance is often inaccessible to customers.","ai_generated":true,"unit":"chanmar-000046#insight-9","date_modified":"2026-10-23"}],"climate_tags":["aquaculture","food security","life cycle assessment"],"geography_discussed":["The Gambia","India","Vietnam","Scotland","Southern Ocean","Antarctica","Morocco","Mauritania","Peru"],"frame_perspective":[],"analysis_type":["corporate scorecard","supply chain analysis","environmental impact assessment"]}]}