{"query_echo":{"q":"","filters":{"geography":["West Africa"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'West Africa' for facet 'geography' is not in the controlled vocabulary."}]},"total":{"value":286,"relation":"eq"},"page":6,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=West+Africa&page=6","next":"https://climateinsightsdirectory.org/api/v1/search?geography=West+Africa&page=7","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":"iisd-000273","url":"https://climateinsightsdirectory.org/document/iisd-000273","title":"Illicit Financial Flows and Conflict in Artisanal and Small-Scale Gold Mining: Burkina Faso, Mali, and Niger","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2022-09-13","source_url":"https://www.iisd.org/publications/report/illicit-financial-flows-conflict-artisanal-small-scale-gold-mining","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes how the 2012 gold rush in the Sahel region coincided with rising religious extremism and organized crime, leading to areas beyond government control in Burkina Faso, Mali, and Niger. It focuses on governance frameworks, illicit financial flows, and the links between mining and conflict to help governments restore stability and increase tax revenues.","ai_generated":true,"unit":"iisd-000273#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The discovery of gold in the Sahel region in 2012 occurred simultaneously with an increase in crime, conflict, and religious extremism, specifically affecting Mali, Niger, and Burkina Faso.","ai_generated":true,"unit":"iisd-000273#insight-1","date_modified":"2026-10-23"},{"text":"Organized crime, terrorism, and armed violence have worsened governance issues, resulting in the expansion of territories at the borders of the three countries that are no longer under government control.","ai_generated":true,"unit":"iisd-000273#insight-2","date_modified":"2026-10-23"},{"text":"Artisanal and small-scale mining is a critical economic driver in West Africa, supporting millions of livelihoods and contributing significantly to mineral production, with the potential to advance sustainable development goals if properly governed.","ai_generated":true,"unit":"iisd-000273#insight-3","date_modified":"2026-10-23"}],"climate_tags":["Sustainable Development Goals","governance"],"geography_discussed":["West Africa","Sahel"],"frame_perspective":[],"analysis_type":["policy analysis"]},{"id":"prio-001273","url":"https://climateinsightsdirectory.org/document/prio-001273","title":"China’s Engagement in West Africa: The Cases of Ghana and Senegal","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"policy brief","language":"en","date_published":"2022-09","source_url":"https://cdn.cloud.prio.org/files/a296fbfd-fa6c-45f7-b549-e62278202abe/Carrozza and Sandnes - Chinas Engagement in West Africa The Cases of Ghana and Senegal PRIO Policy Brief 9-2022.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes China's strategic efforts to increase its presence in West Africa, contrasting the deep, multi-sectoral engagement in Ghana with the more recent and technology-focused growth in Senegal. It attributes these differences to the length of diplomatic relations and the lingering influence of former colonial powers, particularly France.","ai_generated":true,"unit":"prio-001273#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"China's engagement in West Africa has historically been modest compared to southern and eastern Africa, but it has increasingly sought to extend its influence in the region since the mid-2000s as part of a broader strategy to secure political and diplomatic support.","ai_generated":true,"unit":"prio-001273#insight-1","date_modified":"2026-10-23"},{"text":"China has established a deep and diverse presence in Ghana, becoming its largest trading partner and foreign investor by 2020. This engagement spans infrastructure (such as the Bui Dam and roads between Accra and Tema), manufacturing, energy, education, and security.","ai_generated":true,"unit":"prio-001273#insight-2","date_modified":"2026-10-23"},{"text":"In Ghana, China has become the primary arms provider, supplying 46% of the total value of weapons (excluding small arms and light weapons) between 2000 and 2018, totaling USD 112 million.","ai_generated":true,"unit":"prio-001273#insight-3","date_modified":"2026-10-23"},{"text":"China's engagement in Senegal is more recent and less broad than in Ghana, but it is rapidly expanding in the digital sector. In 2021, Senegal announced it would move government data and digital platforms to Huawei servers, and the PRC financed a data centre in Diaminadio.","ai_generated":true,"unit":"prio-001273#insight-4","date_modified":"2026-10-23"},{"text":"The level of Chinese engagement in West African nations is influenced by the role of former colonial powers; specifically, France's continued military and diplomatic ties with its ex-colonies have restricted China's security engagement in those areas compared to former British colonies.","ai_generated":true,"unit":"prio-001273#insight-5","date_modified":"2026-10-23"},{"text":"The duration of diplomatic ties significantly impacts the depth of cooperation, as China has maintained relations with Ghana since 1960, whereas relations with Senegal were only restored in 2005.","ai_generated":true,"unit":"prio-001273#insight-6","date_modified":"2026-10-23"}],"climate_tags":["infrastructure","trade policy"],"geography_discussed":["Sudan","Angola","Mali","Niger","Nigeria","Accra","Tema","Dakar","Diaminadio","Touba","Burkina Faso"],"frame_perspective":[],"analysis_type":["comparative analysis","policy brief"]},{"id":"gclifun-006054","url":"https://climateinsightsdirectory.org/document/gclifun-006054","title":"Green Climate Finance Facility for fostering Climate-smart agriculture in Senegal","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2022-06-02","source_url":"https://www.greenclimate.fund/sites/default/files/document/ppf052-lba-senegal.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"La Banque Agricole (LBA) is seeking US$ 646,600 from the Green Climate Fund's Project Preparation Facility to design a large-scale programme aimed at fostering climate-smart agriculture in Senegal. The proposed programme intends to establish a dedicated Line of Credit (LoC) to provide concessional loans to smallholder farmers, MSMEs, and cooperatives for the adoption of CSA practices, such as drip irrigation and biodigesters. The PPF will fund critical preparatory activities, including baseline and market studies, a feasibility study for a digital lending platform (Agricash), a gender assessment, and the development of a climate rationale. The ultimate goal of the full programme is to increase farm productivity and resilience while reducing greenhouse gas emissions by an estimated 3.42 million tCO2e over 20 years, benefiting approximately 307,000 direct beneficiaries.","ai_generated":true,"unit":"gclifun-006054#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Project Preparation Facility (PPF) request seeks US$ 646,600 from the GCF, with an additional US$ 45,000 in counterpart funding from La Banque Agricole (LBA), to complete the design of a full Funding Proposal within 9 to 12 months.","ai_generated":true,"unit":"gclifun-006054#insight-1","date_modified":"2026-10-23"},{"text":"The proposed programme aims to establish a Line of Credit (LoC) facility to provide concessional loans for climate-smart agricultural (CSA) practices, targeting 290,000 small-holder farmers, 16,000 medium-scale farmers, 700 SMEs, 300 service providers, and 50 corporates.","ai_generated":true,"unit":"gclifun-006054#insight-2","date_modified":"2026-10-23"},{"text":"The programme's estimated total cost is EUR 60.3 million, with EUR 31.2 million requested from the GCF (EUR 27 million as a senior loan and EUR 4 million as a grant), and EUR 29.1 million in co-financing from LBA and other local financial institutions (LFIs).","ai_generated":true,"unit":"gclifun-006054#insight-3","date_modified":"2026-10-23"},{"text":"The programme expects to sequester or avoid approximately 3.42 million tCO2e over its 20-year lifespan, with a calculated GCF cost of approximately EUR 9.12 per tCO2e.","ai_generated":true,"unit":"gclifun-006054#insight-4","date_modified":"2026-10-23"},{"text":"Key CSA interventions to be financed include drip irrigation, zero to minimum tillage, organic fertilizers, and the use of biodigesters to replace fuel wood and agrochemical fertilizers.","ai_generated":true,"unit":"gclifun-006054#insight-5","date_modified":"2026-10-23"},{"text":"The programme will pilot a digital mobile lending component using LBA's 'Agricash' platform to increase financial inclusion for rural farmers and reduce delivery costs for financial institutions.","ai_generated":true,"unit":"gclifun-006054#insight-6","date_modified":"2026-10-23"},{"text":"The project targets a gender-inclusive lending ratio, with 40% of loans intended for women-led MSMEs, 30% for youth-led MSMEs, and 30% for male-led MSMEs.","ai_generated":true,"unit":"gclifun-006054#insight-7","date_modified":"2026-10-23"},{"text":"Senegal's agricultural sector is highly vulnerable to climate change, with mean annual temperatures increasing by 1.6°C since 1950 and a 30% reduction in rainfall observed between 1950 and 2000.","ai_generated":true,"unit":"gclifun-006054#insight-8","date_modified":"2026-10-23"},{"text":"Financial barriers to CSA adoption include high delivery costs for banks, a perception of small-scale agriculture as too risky, and a lack of specialized loan officers capable of farm-level cash flow projections.","ai_generated":true,"unit":"gclifun-006054#insight-9","date_modified":"2026-10-23"}],"climate_tags":["Climate-smart agriculture","climate finance","greenhouse gas emissions","carbon sequestration","climate change adaptation","climate change mitigation","agroforestry","smallholder"],"geography_discussed":["West Africa","Dakar"],"frame_perspective":[],"analysis_type":["project proposal","financial feasibility analysis","climate risk assessment"]},{"id":"wwf-000677","url":"https://climateinsightsdirectory.org/document/wwf-000677","title":"Open secrets: Corruption in Free Trade and Special Economic Zones as an enabler for illegal wildlife trade","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"briefing","language":"en","date_published":"2022-05","source_url":"https://www.worldwildlife.org/documents/152/6pghxs9zpy_Corruption_in_FTZ_SEZ_as_an_enabler_for_IWT.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that while FTZs and SEZs are not the sole cause of illegal wildlife trade (IWT), their inherent characteristics—such as simplified customs, limited oversight, and legal opaqueness—act as facilitators for both IWT and corruption. Through case studies of the Golden Triangle SEZ (Laos), Suifenhe FTZ (China), and Las Palmas FTZ (Spain), the author demonstrates that corruption in these zones often mirrors national patterns but is amplified by the zones' complexity. Key drivers include social and cultural norms, such as the desire to 'lose face' or the acceptance of corruption as a business norm. The report also highlights the risk of 'displacement,' where strict regulations in one country push illicit activities to less regulated jurisdictions. It concludes with recommendations for governments and multilateral organizations to implement clearer oversight, regional coordination, and certification schemes to mitigate these risks.","ai_generated":true,"unit":"wwf-000677#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"FTZs and SEZs facilitate illegal wildlife trade (IWT) and corruption by providing an additional layer of opaqueness and complexity, characterized by simplified customs, limited inspections, and reduced oversight.","ai_generated":true,"unit":"wwf-000677#insight-1","date_modified":"2026-10-23"},{"text":"In the Golden Triangle SEZ in Laos, corruption manifests as the omission of duties by officials, including providing advance notice of 'emergency' inspections to allow illegal wildlife products to be hidden.","ai_generated":true,"unit":"wwf-000677#insight-2","date_modified":"2026-10-23"},{"text":"The Suifenhe FTZ in China illustrates how national-level customs harmonization and the social acceptance of corruption as a business norm facilitate the illegal timber trade from Russia.","ai_generated":true,"unit":"wwf-000677#insight-3","date_modified":"2026-10-23"},{"text":"The Las Palmas FTZ in Spain historically enabled illegal, unreported, and unregulated (IUU) fishing due to a permissive legal regime, poor inspections, and a lack of sufficient customs personnel.","ai_generated":true,"unit":"wwf-000677#insight-4","date_modified":"2026-10-23"},{"text":"Social and cultural norms, such as the desire of Lao officials to avoid 'losing face' internationally or the loyalty to in-groups, act as significant drivers for corruption and IWT.","ai_generated":true,"unit":"wwf-000677#insight-5","date_modified":"2026-10-23"},{"text":"Strict environmental regulations in one country can lead to the 'displacement' of illicit activities to countries with weaker institutional frameworks, creating a 'race to the bottom'.","ai_generated":true,"unit":"wwf-000677#insight-6","date_modified":"2026-10-23"},{"text":"Large-scale infrastructure projects associated with FTZs/SEZs can facilitate IWT by providing cheaper access to remote areas and creating opportunities for grand corruption in procurement.","ai_generated":true,"unit":"wwf-000677#insight-7","date_modified":"2026-10-23"}],"climate_tags":["illegal logging"],"geography_discussed":["Russia","European Union","Myanmar","Thailand","Vietnam","West Africa"],"frame_perspective":[],"analysis_type":["case study","policy analysis"]},{"id":"natjust-000395","url":"https://climateinsightsdirectory.org/document/natjust-000395","title":"DÉCLARATION DE LAGOS SUR LA JUSTICE COMMUNAUTAIRE","publisher":{"name":"Natural Justice","organization":"natural-justice"},"document_type":"statement","language":"fr","date_published":"2022-03-25","source_url":"https://naturaljustice.org/wp-content/uploads/2022/04/fr_Lagos-Declaration-2022.docx-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Lagos Declaration on Community Justice outlines a series of pledges by West African organisations to strengthen legal empowerment for the poor. Key commitments include training paralegals to address climate change and land rights, increasing the participation of women in legal work, and advocating for the formal recognition of community paralegals across the region. The participating organisations, forming the West Africa Legal Empowerment Network, aim to co-create participatory action research to tackle environmental and land justice challenges in both rural and urban settings.","ai_generated":true,"unit":"natjust-000395#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The West Africa Legal Empowerment Network committed to several collective goals, including the co-creation of a joint participatory action research project to address land and environmental justice challenges in both rural and urban West African contexts, and the promotion of national and regional recognition of community paralegals.","ai_generated":true,"unit":"natjust-000395#insight-1","date_modified":"2026-10-23"},{"text":"Natural Justice (West Africa) specifically pledged to train paralegals to handle challenges related to climate change and land and environmental justice, while also seeking funds to support this work.","ai_generated":true,"unit":"natjust-000395#insight-2","date_modified":"2026-10-23"},{"text":"Several organisations committed to gender-focused legal empowerment, including Lady Ellen Women’s Aid Foundation's goal to integrate more women into their work and FSH/UrbasEN's commitment to train a majority of women paralegals and focus on gender issues.","ai_generated":true,"unit":"natjust-000395#insight-3","date_modified":"2026-10-23"},{"text":"Justice & Empowerment Initiatives committed to improving tenure security in West African cities by sharing findings from participatory action research and developing city-level documents on poverty and justice challenges.","ai_generated":true,"unit":"natjust-000395#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate change","environmental justice"],"geography_discussed":["Nigeria","Benin","Guinea","Sierra Leone","Senegal","Ghana","Burkina Faso","Mali","Liberia","Togo","Lagos"],"frame_perspective":[],"analysis_type":["policy statement"]},{"id":"gclifun-004794","url":"https://climateinsightsdirectory.org/document/gclifun-004794","title":"Strengthening the NDA’s climate change governance structure to increase the level of ambition of the climate change agenda and enhance access to climate finance","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2022-03-10","source_url":"https://www.greenclimate.fund/sites/default/files/document/20220406-tgo005-proposal.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Togo is requesting a 24-month Readiness grant of USD 540,000 to address critical gaps in its climate change governance. The project focuses on operationalizing the National Designated Authority (NDA), reforming institutional frameworks, and enhancing technical expertise in greenhouse gas (GHG) inventories and Monitoring, Reporting, and Verification (MRV) systems. Key goals include reducing dependency on external expertise, improving the quality of national communications to the UNFCCC, and increasing the involvement of the private sector in climate finance. The program will be implemented by the Centre de Suivi Ecologique (CSE) of Dakar.","ai_generated":true,"unit":"gclifun-004794#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Togo faces significant institutional and technical gaps that hinder its ability to access climate finance, resulting in no single national funding proposal being approved by the GCF to date.","ai_generated":true,"unit":"gclifun-004794#insight-1","date_modified":"2026-10-23"},{"text":"The country is characterized by low levels of annual climate finance, with an estimated average of USD 26 million between 2013 and 2018, making it the second lowest in West Africa.","ai_generated":true,"unit":"gclifun-004794#insight-2","date_modified":"2026-10-23"},{"text":"Togo's climate governance is currently fragmented, with eight committees and a national platform that often have \"overlapping coordination mandates and responsibilities,\" leading to dysfunction within the NDA.","ai_generated":true,"unit":"gclifun-004794#insight-3","date_modified":"2026-10-23"},{"text":"The proposal aims to reform the NDA's structure to move it into a more strategic position, which includes rationalizing the number of committees and redefining their competencies.","ai_generated":true,"unit":"gclifun-004794#insight-4","date_modified":"2026-10-23"},{"text":"Technical capacity gaps exist specifically in the use of IPCC methodologies for GHG inventories and the implementation of Quality Assurance (QA), Quality Control (QC), and MRV systems.","ai_generated":true,"unit":"gclifun-004794#insight-5","date_modified":"2026-10-23"},{"text":"Togo's financial needs for climate action are estimated at USD 3.54 billion, with USD 1.54 billion required for adaptation and USD 1.10 billion for mitigation.","ai_generated":true,"unit":"gclifun-004794#insight-6","date_modified":"2026-10-23"},{"text":"The project will establish a cooperation framework to increase the involvement of the private sector, academic institutions, and civil society in climate programming.","ai_generated":true,"unit":"gclifun-004794#insight-7","date_modified":"2026-10-23"},{"text":"The program includes the development of a specific resource mobilization strategy for mitigation measures in the energy (primarily transportation) and AFOLU (Agriculture, Forestry and Other Land Use) sectors.","ai_generated":true,"unit":"gclifun-004794#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate finance","greenhouse gas inventory","measurement, reporting, and verification","climate change mitigation","energy transition","transportation","Private sector engagement","capacity building"],"geography_discussed":["Senegal","West Africa"],"frame_perspective":[],"analysis_type":["institutional capacity assessment","financial needs assessment","technical gap analysis"]},{"id":"gclifun-004920","url":"https://climateinsightsdirectory.org/document/gclifun-004920","title":"Strengthening Climate Resilience and Adaptation in Togo through a Multi-Risk Early Warning Mechanism","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2022-02","source_url":"https://www.greenclimate.fund/sites/default/files/document/27880-strengthening-climate-resilience-and-adaptation-togo-through-multi-risk-early-warning.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The project aims to establish a comprehensive multi-risk early warning system in Togo, targeting 100% of the population (approximately 8.28 million direct beneficiaries). It addresses critical gaps in hydrometeorological monitoring, data processing, and dissemination. The initiative is structured around four components: institutional development, operational capacity improvement for monitoring agencies, infrastructure modernization (including low-cost automated weather stations), and the creation of a sustainable financial framework involving public-private partnerships. The project seeks $10 million in GCF grants with an equal amount in co-financing for a total cost of $20 million over four years.","ai_generated":true,"unit":"gclifun-004920#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Togo faces significant climate risks, with flooding occurring almost every year and recurrent droughts particularly affecting the Savannah, Kara, Maritimes, and Eastern Plateaux regions.","ai_generated":true,"unit":"gclifun-004920#insight-1","date_modified":"2026-10-23"},{"text":"Land degradation is a severe issue in Togo, affecting at least 85% of the country's arable land.","ai_generated":true,"unit":"gclifun-004920#insight-2","date_modified":"2026-10-23"},{"text":"The existing early warning system in Togo is inadequate due to a lack of budget, human resources, and standardized data collection methods, with many meteorological stations abandoned or non-functional.","ai_generated":true,"unit":"gclifun-004920#insight-3","date_modified":"2026-10-23"},{"text":"Climate change is projected to reduce the production levels of main crops in Togo by 5% in 2025, 7% in 2050, and 10% by 2100.","ai_generated":true,"unit":"gclifun-004920#insight-4","date_modified":"2026-10-23"},{"text":"The proposed project targets 8,278,724 direct beneficiaries, representing 100% of Togo's total population.","ai_generated":true,"unit":"gclifun-004920#insight-5","date_modified":"2026-10-23"},{"text":"The project will implement a four-component strategy: institutional development, operational capacity for monitoring, infrastructure modernization, and a sustainable financial framework.","ai_generated":true,"unit":"gclifun-004920#insight-6","date_modified":"2026-10-23"},{"text":"Infrastructure improvements will include the installation of low-cost automated weather stations and water level stations at strategic locations to enhance rainfall monitoring.","ai_generated":true,"unit":"gclifun-004920#insight-7","date_modified":"2026-10-23"},{"text":"The project intends to create a sustainable economic model for climate services by introducing fees for data access for researchers and pursuing partnerships with mobile telecommunication companies like TOGOCOM and MOOV AFRICA.","ai_generated":true,"unit":"gclifun-004920#insight-8","date_modified":"2026-10-23"},{"text":"The total indicative project cost is $20,000,000, consisting of $10,000,000 in requested GCF grants and $10,000,000 in co-financing.","ai_generated":true,"unit":"gclifun-004920#insight-9","date_modified":"2026-10-23"}],"climate_tags":["early warning system","climate change adaptation","Flood risk management","land degradation","climate finance","public–private partnership","agricultural productivity","coastal erosion","wildfire"],"geography_discussed":["Savannah","Kara","Maritimes","Eastern Plateaux","Lomé","West Africa"],"frame_perspective":[],"analysis_type":["project proposal","risk assessment","capacity gap analysis"]},{"id":"prio-001483","url":"https://climateinsightsdirectory.org/document/prio-001483","title":"Internal (in)coherence in European migration policies","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2022-02","source_url":"https://cdn.cloud.prio.org/files/e01913a5-3408-4e62-b4d2-c3e2310103e1/Internal incoherence in European migration policies.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The paper argues that EU migration policy has shifted from a broad, horizontal approach to policy coherence for development toward a narrow, vertical focus on the efficiency of irregular migration management and return.","ai_generated":true,"unit":"prio-001483#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a significant discrepancy between how policy-makers and academics understand 'coherence'. In the policy world, it is primarily viewed as the 'coordination' of policies (horizontal coherence) and 'cooperation' between actors (vertical coherence), whereas academic analysis often views it as a normative notion or a product of political compromise.","ai_generated":true,"unit":"prio-001483#insight-1","date_modified":"2026-10-23"},{"text":"EU migration policy has transitioned from a focus on horizontal coherence—linking migration with other sectors like trade and development—to a focus on vertical coherence, emphasizing alignment between the European Commission and EU Member States.","ai_generated":true,"unit":"prio-001483#insight-2","date_modified":"2026-10-23"},{"text":"A comparative analysis of the GAMM (2011) and the New Pact (2020) shows that the term 'coherence' has been largely superseded by technocratic terms such as 'efficiency' and 'effectiveness'. In the New Pact, 'efficiency' and its derivatives appear 112 times, compared to only once in the GAMM.","ai_generated":true,"unit":"prio-001483#insight-3","date_modified":"2026-10-23"},{"text":"The understanding of the migration-development nexus has narrowed over time. While the GAMM employed a broad definition recognizing the bi-directional relationship between migration and development, the New Pact primarily uses the 'narrowest' definition, treating development aid as a tool to curb irregular migration.","ai_generated":true,"unit":"prio-001483#insight-4","date_modified":"2026-10-23"},{"text":"The New Pact on Migration and Asylum almost entirely omits the goal of coherence between migration and development policies. Of the 25 coded instances of 'coherence' in the New Pact, none deal with the migration-development link; instead, the majority relate to asylum and return.","ai_generated":true,"unit":"prio-001483#insight-5","date_modified":"2026-10-23"},{"text":"The EU uses 'leverage'—including development, trade, and visa policies—to ensure third-country cooperation on the readmission of migrants. This effectively makes readmission a condition for receiving development aid or favorable visa measures.","ai_generated":true,"unit":"prio-001483#insight-6","date_modified":"2026-10-23"},{"text":"The framing of migrant rights has shifted from a positive facilitator of mobility in the GAMM to a restrictive context in the New Pact, which emphasizes the lack of an 'automatic right to enter' or the lack of a 'right to stay'.","ai_generated":true,"unit":"prio-001483#insight-7","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Turkey","West Africa"],"frame_perspective":[],"analysis_type":["narrative policy analysis","qualitative content analysis","comparative study"]},{"id":"cdkn-000630","url":"https://climateinsightsdirectory.org/document/cdkn-000630","title":"FICHE RÉGIONALE AFRIQUE DE L’OUEST","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"fact sheet","language":"fr","date_published":"2022","source_url":"https://cdkn.org/sites/default/files/2022-04/IPCC%20Regional%20Factsheet%202_West%20Africa%E2%80%93FR_web.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document details how West Africa is experiencing warming faster than the global average, leading to increased heatwaves, erratic rainfall, and severe economic losses. It highlights critical vulnerabilities in health, food security, and coastal infrastructure, while emphasizing the urgent need for increased climate finance and data collection to support transformative adaptation.","ai_generated":true,"unit":"cdkn-000630#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"West Africa has experienced warming exceeding the global average, with annual and seasonal temperatures increasing by 1 to 3°C since the mid-1970s, particularly in the Sahara and Sahel regions.","ai_generated":true,"unit":"cdkn-000630#insight-1","date_modified":"2026-10-23"},{"text":"Climate change has significantly altered precipitation patterns in West Africa since the mid-1990s, resulting in fewer but more intense rainfall events and an increase in extreme precipitation and flooding between 1981 and 2010.","ai_generated":true,"unit":"cdkn-000630#insight-2","date_modified":"2026-10-23"},{"text":"The region faces severe data constraints due to underinvestment in meteorological stations and research; between 1990 and 2019, Africa received only 3.8% of global climatological research funding, with 78% of that amount allocated to institutions in the North.","ai_generated":true,"unit":"cdkn-000630#insight-3","date_modified":"2026-10-23"},{"text":"Future warming poses extreme health risks; at 2.5°C of warming, the risk of additional heat-related deaths in North, West, and East Africa is estimated at 50 to 180 per 100,000 people annually.","ai_generated":true,"unit":"cdkn-000630#insight-4","date_modified":"2026-10-23"},{"text":"Agricultural productivity has declined sharply, with climate change reducing agricultural productivity in Africa by nearly 34% since the 1960s, a higher decrease than in any other global region.","ai_generated":true,"unit":"cdkn-000630#insight-5","date_modified":"2026-10-23"},{"text":"Coastal cities in West Africa are highly vulnerable to sea-level rise; by 2030, 47 million people in West Africa are expected to be exposed, increasing to 111-122 million by 2060.","ai_generated":true,"unit":"cdkn-000630#insight-6","date_modified":"2026-10-23"},{"text":"Economic impacts are severe, with estimates showing that African countries' GDP per capita was on average 13.6% lower between 1991 and 2010 than it would have been without anthropogenic climate change.","ai_generated":true,"unit":"cdkn-000630#insight-7","date_modified":"2026-10-23"},{"text":"Climate-induced migration is a significant adaptation strategy and risk; by 2050, West Africa could see over 50 million internal climate migrants under a 2.5°C warming scenario.","ai_generated":true,"unit":"cdkn-000630#insight-8","date_modified":"2026-10-23"},{"text":"Sea-level rise and coastal erosion threaten numerous heritage sites, including the island of Saint-Louis in Senegal and several natural reserves in Ghana, Guinea-Bissau, Mauritania, and Gambia.","ai_generated":true,"unit":"cdkn-000630#insight-9","date_modified":"2026-10-23"},{"text":"Adaptation is hindered by a lack of funding; annual financial flows for adaptation in Africa are billions of dollars below the estimated short-term costs, and much of the climate finance provided between 2014 and 2018 was in the form of debt rather than grants.","ai_generated":true,"unit":"cdkn-000630#insight-10","date_modified":"2026-10-23"}],"climate_tags":["climate change","heat wave","marine heatwave","flood","drought","sea level rise","biodiversity loss","food security","agricultural productivity","climate finance","climate migration","public health","urbanization","ecosystem-based adaptation","Climate-smart agriculture","early warning system","coastal erosion"],"geography_discussed":["Lagos","Sahara","Sahel","Burkina Faso","Ghana","Abidjan","Niamey","Kano","Dakar","Freetown","Cotonou","Porto-Novo"],"frame_perspective":[],"analysis_type":["impact assessment","risk projection","adaptation analysis"]},{"id":"cdkn-000631","url":"https://climateinsightsdirectory.org/document/cdkn-000631","title":"FACTSHEET WEST AFRICA","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"fact sheet","language":"en","date_published":"2022","source_url":"https://cdkn.org/sites/default/files/2022-03/IPCC%20Regional%20Factsheet%202_West%20Africa_web.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"West Africa has experienced warming of 1–3°C since the mid-1970s, leading to increased heatwaves, variable rainfall, and widespread losses in GDP and food productivity. Future projections indicate severe risks, including a potential 30% decline in marine fisheries catch and significant population exposure to sea level rise, particularly in coastal cities like Lagos and Abidjan. Adaptation requires transformative, ecosystem-based approaches and a significant increase in climate finance, as current funding is insufficient and heavily skewed toward non-African institutions.","ai_generated":true,"unit":"cdkn-000631#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"West Africa has experienced significant warming and weather extremes since the mid-1970s, with average annual and seasonal surface temperatures increasing by 1–3°C, particularly in the Sahara and Sahel. The region has seen an increase in the frequency of very hot days (over 35°C) by 1–9 days per decade and tropical nights by 4–13 nights per decade between 1961–2014.","ai_generated":true,"unit":"cdkn-000631#insight-1","date_modified":"2026-10-23"},{"text":"Climate change has caused substantial economic losses in West Africa, with GDP per capita estimated to be 13.6% lower between 1991 and 2010 than it would have been without human-induced climate change. Specific impacts include flood-induced damages of US$ 850 million from rainfall and US$ 555 million from riverine floods in Benin, Côte d’Ivoire, Senegal, and Togo in 2017, and US$ 200 million in losses from 2011 floods in Lagos, Nigeria.","ai_generated":true,"unit":"cdkn-000631#insight-2","date_modified":"2026-10-23"},{"text":"Food systems are under severe pressure, with climate change slowing agricultural productivity growth in Africa by 34% since the 1960s. Future risks include a projected decline in sorghum and maize yields (9% for maize) at 1.5°C warming. Marine fisheries catch potential is projected to decline by more than 30% at 2°C warming, potentially leaving millions of people in West Africa vulnerable to iron, vitamin A, and omega-3 fatty acid deficiencies.","ai_generated":true,"unit":"cdkn-000631#insight-3","date_modified":"2026-10-23"},{"text":"Coastal urban areas in West Africa face extreme risks from sea level rise, with 47 million people projected to be exposed by 2030, increasing to 111–122 million by 2060. Expected aggregate damages by 2050 are projected at US$ 3.7 to 9.4 billion for Lagos and US$ 14.3 to 49.6 billion for Abidjan.","ai_generated":true,"unit":"cdkn-000631#insight-4","date_modified":"2026-10-23"},{"text":"Climate-related internal migration is a major trend, with West Africa identified as a hotspot; projected internal migrants could reach over 50 million by 2050 under a 2.5°C warming scenario. While often a response to water stress and reduced crop productivity, migration can serve as an effective adaptation strategy for farmers to earn income and mitigate productivity fluctuations.","ai_generated":true,"unit":"cdkn-000631#insight-5","date_modified":"2026-10-23"},{"text":"Adaptation efforts are severely hindered by a lack of finance and data. Between 1990 and 2019, Africa received only 3.8% of global climate-related research funding, with 78% of that funding going to EU and North American institutions rather than African ones. Current annual adaptation finance flows are billions of dollars below the lowest cost estimates for near-term climate change.","ai_generated":true,"unit":"cdkn-000631#insight-6","date_modified":"2026-10-23"}],"climate_tags":["heat wave","marine heatwave","rain","flood","drought","sea level rise","biodiversity loss","climate finance","ecosystem-based adaptation","sustainable development","urbanization","Nationally Determined Contributions"],"geography_discussed":["Lagos","Abidjan","Sahara","Sahel","Burkina Faso","Ghana","Nigeria","Mali","Sierra Leone","Benin","Ivory Coast","Senegal","Togo","Mauritania","Guinea","Guinea-Bissau","The Gambia","Liberia","Niger"],"frame_perspective":[],"analysis_type":["impact assessment","risk projection","adaptation analysis","investment gap analysis"]},{"id":"gclifun-004915","url":"https://climateinsightsdirectory.org/document/gclifun-004915","title":"Climate Risk-Informed Coastal Planning and Risk Reduction for a Resilient Lagos","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2021-12-09","source_url":"https://www.greenclimate.fund/sites/default/files/document/27200-climate-risk-informed-coastal-planning-and-risk-reduction-resilient-lagos.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The proposed project aims to shift Lagos State from unsustainable development practices to a climate-resilient pathway. It focuses on three outputs: strengthening institutional and financial frameworks for coastal planning, implementing hybrid grey-green infrastructure for flood and storm surge protection, and supporting climate-resilient livelihoods. The project targets approximately 2.8 million direct beneficiaries, particularly in the Lagos Island, Eti-Osa, and Ibeju-Lekki Local Government Areas, with an indicative total cost of USD 130.5 million.","ai_generated":true,"unit":"gclifun-004915#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Lagos State is highly vulnerable to climate hazards, specifically pluvial and fluvial flooding, storm surges, and sea level rise (SLR), which are exacerbated by low-lying topography and rapid, unregulated urban expansion into floodplains and wetlands.","ai_generated":true,"unit":"gclifun-004915#insight-1","date_modified":"2026-10-23"},{"text":"Historical land-use changes have significantly reduced wetland areas in Lagos, dropping from 33% of the total state area in 1986 to 10% in 2020, increasing the exposure of vulnerable communities to flooding.","ai_generated":true,"unit":"gclifun-004915#insight-2","date_modified":"2026-10-23"},{"text":"Future climate projections for southern Nigeria indicate sea levels could rise by up to 58 cm by 2100 under RCP4.5 and up to 84 cm under RCP8.5, with storm surges potentially reaching 5 m in height in Lagos.","ai_generated":true,"unit":"gclifun-004915#insight-3","date_modified":"2026-10-23"},{"text":"The project identifies three priority Local Government Areas (LGAs) for on-the-ground interventions based on exposure to hazards and socio-economic factors: Lagos Island, Eti-Osa, and Ibeju-Lekki.","ai_generated":true,"unit":"gclifun-004915#insight-4","date_modified":"2026-10-23"},{"text":"A central component of the proposal is the establishment of a sustainable climate resilience financing facility (CRFF) to catalyze public and private investment in climate-resilient MSMEs and nature-based solutions.","ai_generated":true,"unit":"gclifun-004915#insight-5","date_modified":"2026-10-23"},{"text":"The project proposes a hybrid approach to risk reduction, combining hard engineering (such as sea walls and groynes) with ecosystem-based adaptation (EbA) measures like mangrove and wetland restoration.","ai_generated":true,"unit":"gclifun-004915#insight-6","date_modified":"2026-10-23"},{"text":"The project aims to benefit approximately 6.3 million people in Lagos State's coastal zones, consisting of 2,834,000 direct and 3,457,000 indirect beneficiaries.","ai_generated":true,"unit":"gclifun-004915#insight-7","date_modified":"2026-10-23"},{"text":"Economic losses in Lagos due to climate change impacts are expected to reach approximately US$128.5 billion per year by 2023.","ai_generated":true,"unit":"gclifun-004915#insight-8","date_modified":"2026-10-23"},{"text":"The total indicative cost of the project is USD 130.5 million, with USD 45 million requested as a grant from the Green Climate Fund and USD 85.5 million in co-financing.","ai_generated":true,"unit":"gclifun-004915#insight-9","date_modified":"2026-10-23"}],"climate_tags":["coastal management","sea level rise","storm surge","ecosystem-based adaptation","nature-based solutions","climate finance","urban resilience","Mangrove restoration"],"geography_discussed":["Nigeria","Lagos Island","Eti-Osa","Ibeju-Lekki","West Africa"],"frame_perspective":[],"analysis_type":["project proposal","risk assessment","financial planning"]},{"id":"wwf-000667","url":"https://climateinsightsdirectory.org/document/wwf-000667","title":"FINAL REPORT Terminal Evaluation of the Project “Generating Responsible Demand for Reduced Deforestation Commodities”","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2021-12","source_url":"https://www.worldwildlife.org/documents/1026/6h4xyswssr_WWFGEF_TE_Final_Report_12_20_2021.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The project achieved a 'Satisfactory' overall rating, successfully exceeding several output targets despite an ambitious design and challenges posed by the COVID-19 pandemic. Key achievements include the development of the Soy, Beef, and Palm Oil Toolkits, the expansion of the Trase transparency platform, and the launch of RSPO-labeled cooking oil in Indonesia. While the project was highly efficient in leveraging co-financing—reaching US$ 130,308,741 against an initial target of US$ 42,334,902—it faced difficulties in gender mainstreaming and encountered socio-political resistance in Brazil. The evaluation recommends deeper local context analysis during design and the formalization of exit strategies to ensure the sustainability of established platforms and tools.","ai_generated":true,"unit":"wwf-000667#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The project is rated as 'Satisfactory' overall, with 'Highly Satisfactory' ratings for efficiency and the quality of implementation and execution. Most output targets were achieved or exceeded, though the initial design was considered very ambitious for the available resources.","ai_generated":true,"unit":"wwf-000667#insight-1","date_modified":"2026-10-23"},{"text":"Significant progress was made in the soy sector through the creation of the Soy Toolkit and the Trase online platform, which led some large corporations, such as Amaggi Agro and Cargill, to revise their sourcing and upgrade commitment action plans.","ai_generated":true,"unit":"wwf-000667#insight-2","date_modified":"2026-10-23"},{"text":"In the palm oil sector, the project developed investor benchmarking tools and launched the first RSPO-labeled cooking oil for domestic consumption in Indonesia on August 24, 2021, to shift consumer behavior.","ai_generated":true,"unit":"wwf-000667#insight-3","date_modified":"2026-10-23"},{"text":"For the beef sector, the project established a platform to develop sustainability guidelines and finalized a government-endorsed draft for the national interpretation of 'sustainable beef' in Paraguay.","ai_generated":true,"unit":"wwf-000667#insight-4","date_modified":"2026-10-23"},{"text":"The project was highly successful in attracting co-financing, securing a total of US$ 130,308,741, which significantly surpassed the initial target of US$ 42,334,902.","ai_generated":true,"unit":"wwf-000667#insight-5","date_modified":"2026-10-23"},{"text":"Gender integration was identified as a challenge because it was not integrated into the original project document (PRODOC). While a Gender Mainstreaming and Action Plan was introduced in February 2019, the topic was often perceived as a separate issue and indicators remained limited to quantifying participation.","ai_generated":true,"unit":"wwf-000667#insight-6","date_modified":"2026-10-23"},{"text":"The project faced significant socio-political risks in Brazil, where the government and associated rural sectors rejected some objectives, challenging effective implementation.","ai_generated":true,"unit":"wwf-000667#insight-7","date_modified":"2026-10-23"},{"text":"The Trase online platform grew to cover 60% of global trade in forest risk communities, providing open-access data on supply chain transparency and corporate linkages to deforestation.","ai_generated":true,"unit":"wwf-000667#insight-8","date_modified":"2026-10-23"},{"text":"The COVID-19 pandemic caused delays in activities, necessitating an 8-month project extension, although it prompted a shift toward more efficient virtual communication and engagement methods.","ai_generated":true,"unit":"wwf-000667#insight-9","date_modified":"2026-10-23"}],"climate_tags":["deforestation","sustainable agriculture","Global supply chain governance","climate finance","environmental, social and corporate governance","gender mainstreaming","biodiversity conservation"],"geography_discussed":["Brazil","Indonesia","Paraguay","Singapore","Sierra Leone","West Africa","Southeast Asia","Latin America"],"frame_perspective":[],"analysis_type":["terminal evaluation"]},{"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":"chanmar-000085","url":"https://climateinsightsdirectory.org/document/chanmar-000085","title":"Floundering Around: Europas größte Einzelhändler zwischen ersten Erfolgen und Scheitern an ökologischen und sozialen Herausforderungen der Fischzucht","publisher":{"name":"Changing Markets Foundation","organization":"changing-markets-foundation"},"document_type":"executive summary","language":"de","date_published":"2021-11","source_url":"https://changingmarkets.org/wp-content/uploads/2023/10/CM-WEB-EX-SUM-DE-FLOUNDERING-AROUND.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report evaluates 33 major European retailers on their aquaculture procurement practices. It finds a systemic failure to address ecological and social challenges, with 76% of retailers falling into a 'red zone' of insufficient action. Key failures include a lack of targets to eliminate wild-catch fishmeal and fish oil (FMFO) from feed, inadequate fish welfare monitoring, and poor transparency regarding the origin of products. While some UK and French retailers show slight progress, retailers in Spain, Austria, and Switzerland performed particularly poorly.","ai_generated":true,"unit":"chanmar-000085#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"No evaluated retailer has established a concrete target to reduce or completely eliminate the use of wild-catch fish in aquaculture feed, meaning none can guarantee their supply chains do not harm marine ecosystems or food security in the Global South.","ai_generated":true,"unit":"chanmar-000085#insight-1","date_modified":"2026-10-23"},{"text":"The vast majority of European retailers are failing to implement substantive measures to address aquaculture challenges; 76% of the 33 analyzed retailers were categorized in the 'red zone'.","ai_generated":true,"unit":"chanmar-000085#insight-2","date_modified":"2026-10-23"},{"text":"Retailers are failing in their duty to inform customers about the origin of farmed seafood, and some may be violating legal labeling requirements. Specifically, 27% of responding retailers do not list the producer or farm name on fish labels.","ai_generated":true,"unit":"chanmar-000085#insight-3","date_modified":"2026-10-23"},{"text":"Efforts to protect fish welfare are deemed insufficient, leading to the suffering and premature death of billions of sentient beings in farms and the sea.","ai_generated":true,"unit":"chanmar-000085#insight-4","date_modified":"2026-10-23"},{"text":"Geographic performance varies, with UK retailers (such as M&S, Tesco, and Waitrose) and some French retailers showing the most advanced approaches, while Spanish retailers performed exceptionally poorly, with all 11 evaluated companies landing in the red zone.","ai_generated":true,"unit":"chanmar-000085#insight-5","date_modified":"2026-10-23"},{"text":"A few specific initiatives are noted: Auchan aims to shift 50% of its farmed seafood to feed with less or no FMFO by 2025, and Waitrose has implemented reporting procedures for mortality and escape rates, including a blacklist for non-improving farms.","ai_generated":true,"unit":"chanmar-000085#insight-6","date_modified":"2026-10-23"}],"climate_tags":["aquaculture","sustainable procurement","Global supply chain governance","biodiversity","food security"],"geography_discussed":["United Kingdom","Germany","Spain","Switzerland","Austria","France","West Africa","Latin America","Norway","Scotland","India"],"frame_perspective":[],"analysis_type":["comparative analysis","corporate accountability assessment"]},{"id":"chanmar-000086","url":"https://climateinsightsdirectory.org/document/chanmar-000086","title":"Floundering Around","publisher":{"name":"Changing Markets Foundation","organization":"changing-markets-foundation"},"document_type":"executive summary","language":"en","date_published":"2021-11","source_url":"https://changingmarkets.org/wp-content/uploads/2023/10/CM-WEB-EX-SUM-EN-FLOUNDERING-AROUND-FINAL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that the majority of European retailers are failing to implement substantive policies for sustainable aquaculture. Three-quarters of the 33 retailers assessed were placed in the 'red zone', with none achieving 'frontrunner' status. Key failures include a lack of targets to eliminate wild-caught fish from feed, inadequate fish welfare protections, and poor transparency in labelling and sourcing. While UK retailers showed more progressive approaches in feed and welfare, and some French and German retailers joined industry initiatives, Spanish retailers performed the worst, with all 11 assessed companies landing in the red zone.","ai_generated":true,"unit":"chanmar-000086#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The vast majority of European retailers lack substantive policies for sustainable aquaculture sourcing, with 76% of the 33 retailers assessed falling into the 'red zone' and none achieving 'frontrunner' status.","ai_generated":true,"unit":"chanmar-000086#insight-1","date_modified":"2026-10-23"},{"text":"No surveyed retailer has established a clear target to reduce or eliminate the use of wild-caught fish in aquaculture feed, which the report links to damage to marine ecosystems and food insecurity in the Global South.","ai_generated":true,"unit":"chanmar-000086#insight-2","date_modified":"2026-10-23"},{"text":"Retailers are failing to provide adequate transparency and labelling for farmed seafood; 27% of responding retailers do not include the farm name on labels or require public reporting on feed composition and origin.","ai_generated":true,"unit":"chanmar-000086#insight-3","date_modified":"2026-10-23"},{"text":"Fish welfare protections are deemed inadequate across the sector, with no retailer maintaining a policy to automatically blacklist farms with high mortality rates.","ai_generated":true,"unit":"chanmar-000086#insight-4","date_modified":"2026-10-23"},{"text":"Regional performance varies, with UK retailers generally leading in feed and welfare policies, while Spanish retailers performed the worst, with all 11 assessed companies placed in the red zone.","ai_generated":true,"unit":"chanmar-000086#insight-5","date_modified":"2026-10-23"}],"climate_tags":["aquaculture","food security","Global supply chain governance"],"geography_discussed":["United Kingdom","Germany","Spain","Switzerland","Austria","France","West Africa","Latin America","Norway","Scotland"],"frame_perspective":[],"analysis_type":["comparative review","policy assessment"]},{"id":"chanmar-000087","url":"https://climateinsightsdirectory.org/document/chanmar-000087","title":"Una evaluación acerca de cómo los mayores supermercados europeos abordan los desafíos ambientales y sociales de la cría de pescados y mariscos","publisher":{"name":"Changing Markets Foundation","organization":"changing-markets-foundation"},"document_type":"executive summary","language":"es","date_published":"2021-11","source_url":"https://changingmarkets.org/wp-content/uploads/2023/10/CM-WEB-EX-SUM-ESP-FLOUNDERING-AROUND.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report evaluates 33 major European supermarket chains across six countries on three priority areas: the elimination of wild fish in aquaculture feed, the monitoring of fish mortality, and supply chain transparency. The findings indicate a widespread failure to implement responsible practices, with 76% of retailers falling into the 'red zone' due to a lack of relevant policies. While some UK and French retailers show more progress, no company achieved the 'at the forefront' status. The report highlights the negative externalities of the industry, such as the extraction of over half a million tonnes of fish from West African waters annually for feed, which undermines local food security.","ai_generated":true,"unit":"chanmar-000087#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The vast majority of evaluated European supermarkets lack adequate policies to address aquaculture challenges, with 76% of the 33 chains analyzed categorized in the 'red zone', indicating a 'casi total falta de políticas relevantes'.","ai_generated":true,"unit":"chanmar-000087#insight-1","date_modified":"2026-10-23"},{"text":"No supermarket chain has a clear objective to completely eliminate the use of wild fish in aquaculture feed, meaning they cannot guarantee their supply chains do not harm marine ecosystems or food security in the Global South.","ai_generated":true,"unit":"chanmar-000087#insight-2","date_modified":"2026-10-23"},{"text":"Supermarkets are failing to protect fish welfare, leading to 'maltrato y sufrimiento inaceptable' for billions of sentient beings. While some German chains participate in the Albert Schweitzer Stiftung initiative for more humane slaughter, concrete improvements in corporate policies remain unclear.","ai_generated":true,"unit":"chanmar-000087#insight-3","date_modified":"2026-10-23"},{"text":"There is a significant lack of transparency and legal compliance regarding the labeling of aquaculture products. Approximately 27% of responding chains (13 companies) do not include the producer's name or farm on labels and do not require reports on fish welfare indicators.","ai_generated":true,"unit":"chanmar-000087#insight-4","date_modified":"2026-10-23"},{"text":"Regional performance varies, with UK supermarkets like M&S, Tesco, and Waitrose showing the most progressive approaches to feed and welfare. In contrast, Spanish supermarkets performed 'excepcionalmente mala', with all 11 evaluated companies landing in the red zone.","ai_generated":true,"unit":"chanmar-000087#insight-5","date_modified":"2026-10-23"},{"text":"The aquaculture industry creates severe social and environmental externalities, such as the annual extraction of over 500,000 tonnes of fish from West African waters to be converted into fish meal and fish oil (FMFO) for European and Asian markets, potentially feeding 33 million people in the region.","ai_generated":true,"unit":"chanmar-000087#insight-6","date_modified":"2026-10-23"},{"text":"Specific positive steps were noted for a few companies: Auchan aims to transition 50% of its farmed products to low or no-FMFO feed by 2025, and Waitrose has procedures to blacklist farms with high mortality rates if improvements are not made.","ai_generated":true,"unit":"chanmar-000087#insight-7","date_modified":"2026-10-23"}],"climate_tags":["aquaculture","Global supply chain governance","food security"],"geography_discussed":["United Kingdom","Germany","Spain","Switzerland","Austria","France","West Africa","Latin America"],"frame_perspective":[],"analysis_type":["comparative analysis","policy evaluation"]},{"id":"chanmar-000088","url":"https://climateinsightsdirectory.org/document/chanmar-000088","title":"Floundering Around","publisher":{"name":"Changing Markets Foundation","organization":"changing-markets-foundation"},"document_type":"executive summary","language":"fr","date_published":"2021-11","source_url":"https://changingmarkets.org/wp-content/uploads/2023/10/CM-WEB-EX-SUM-FR-FLOUNDERING-AROUND.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report evaluates 33 European retailers across three priority areas: the elimination of wild fish in aquaculture feed, the monitoring of fish mortality, and supply chain transparency. It finds that 76% of the companies are in the 'red zone,' indicating a near total lack of substantive policies. No retailer achieved 'Leader' status in any category. While some UK and French retailers show more progress, Spanish supermarkets performed exceptionally poorly, with all 11 evaluated companies in the red zone. Key issues identified include the impact of fish meal and fish oil (FMFO) on West African food security and a general failure to provide transparent labeling to consumers.","ai_generated":true,"unit":"chanmar-000088#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The vast majority of evaluated European retailers lack substantive policies to address aquaculture challenges, with 76% of the 33 companies categorized in the 'red zone' and none achieving 'Leader' status in any of the three priority areas.","ai_generated":true,"unit":"chanmar-000088#insight-1","date_modified":"2026-10-23"},{"text":"No supermarket chain has a clear objective to eliminate the use of wild fish in aquaculture feed, which prevents them from guaranteeing that their supply chains do not harm marine ecosystems or the food security of communities in countries providing fish meal and fish oil (FMFO).","ai_generated":true,"unit":"chanmar-000088#insight-2","date_modified":"2026-10-23"},{"text":"Retailers are failing to provide adequate fish welfare protections, leading to significant suffering and mortality in production farms. While some German retailers have joined the Albert Schweitzer Stiftung to address issues like humane slaughter, overall measures remain inadequate.","ai_generated":true,"unit":"chanmar-000088#insight-3","date_modified":"2026-10-23"},{"text":"There is a significant lack of transparency and legal compliance regarding labeling; 27% of responding retailers (13 companies) do not include the producer or farm name on consumer labels and do not require public reports on feed composition.","ai_generated":true,"unit":"chanmar-000088#insight-4","date_modified":"2026-10-23"},{"text":"Geographic performance varies, with UK retailers (specifically M&S, Tesco, and Waitrose) and some French retailers showing more progress. In contrast, all 11 evaluated Spanish supermarkets were placed in the red zone.","ai_generated":true,"unit":"chanmar-000088#insight-5","date_modified":"2026-10-23"},{"text":"The aquaculture industry's reliance on wild fish for feed has severe social impacts, such as in West Africa where over 500,000 tonnes of fish that could feed 33 million people are converted into fish meal and fish oil (FMFO) for European and Asian markets.","ai_generated":true,"unit":"chanmar-000088#insight-6","date_modified":"2026-10-23"}],"climate_tags":["aquaculture","Global supply chain governance","biodiversity","food security"],"geography_discussed":["West Africa","Latin America","Norway","Scotland"],"frame_perspective":[],"analysis_type":["comparative analysis","corporate benchmarking"]},{"id":"chanmar-000090","url":"https://climateinsightsdirectory.org/document/chanmar-000090","title":"Floundering Around","publisher":{"name":"Changing Markets Foundation","organization":"changing-markets-foundation"},"document_type":"report","language":"en","date_published":"2021-11","source_url":"https://changingmarkets.org/wp-content/uploads/2023/10/CM-WEB-REPORT-FINAL-FLOUNDERING-AROUND.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that European retailers are failing to perform adequate due diligence on their farmed fish supply chains, with 76% landing in a 'red zone' of poor performance. No surveyed retailer has a clear target to eliminate wild-caught fish in feed, and none have policies to blacklist farms with high mortality rates. While some UK retailers show progress in transparency through the Ocean Disclosure Project, overall industry standards for fish welfare and labelling remain inadequate, often relying on insufficient third-party certifications.","ai_generated":true,"unit":"chanmar-000090#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The vast majority of surveyed European retailers demonstrate a critical lack of substantive policies regarding sustainable aquaculture, with 76% of the 33 retailers assessed falling into the 'red zone' of performance.","ai_generated":true,"unit":"chanmar-000090#insight-1","date_modified":"2026-10-23"},{"text":"No European retailer surveyed has established a clear target date for the total elimination of wild-caught fish (fishmeal and fish oil) from their aquaculture feed supply chains.","ai_generated":true,"unit":"chanmar-000090#insight-2","date_modified":"2026-10-23"},{"text":"Retailers are failing to implement policies to blacklist aquaculture producers with excessive mortality rates, despite high death rates in sectors like salmon farming.","ai_generated":true,"unit":"chanmar-000090#insight-3","date_modified":"2026-10-23"},{"text":"There is a significant lack of transparency in labelling; 27% of responding retailers do not include the producer or farm name on fish labels and do not require public reporting on feed composition or origin.","ai_generated":true,"unit":"chanmar-000090#insight-4","date_modified":"2026-10-23"},{"text":"UK retailers are the most progressive regarding supply chain transparency, with eight of the ten top UK supermarket chains disclosing farmed fish supply chain information via the Ocean Disclosure Project.","ai_generated":true,"unit":"chanmar-000090#insight-5","date_modified":"2026-10-23"},{"text":"The report argues that retailers over-rely on third-party certification schemes (such as ASC, MSC, or MarinTrust) which are deemed inadequate proxies for actual due diligence on fish welfare and feed sourcing.","ai_generated":true,"unit":"chanmar-000090#insight-6","date_modified":"2026-10-23"},{"text":"The use of wild-caught fish for aquafeed has severe impacts on food security in the Global South; for example, over half a million tonnes of fish from West African waters are converted to fishmeal annually instead of feeding local populations.","ai_generated":true,"unit":"chanmar-000090#insight-7","date_modified":"2026-10-23"},{"text":"In India, the production of farmed prawns drives significant demand for fishmeal, with estimates suggesting one-third of India's annual marine fish catches are used to feed farmed prawns.","ai_generated":true,"unit":"chanmar-000090#insight-8","date_modified":"2026-10-23"}],"climate_tags":["aquaculture","food security","Global supply chain governance"],"geography_discussed":["United Kingdom","Germany","Spain","Switzerland","Austria","France","West Africa","Latin America","India","Vietnam","People's Republic of China","Indonesia","Norway","Chile","Egypt","Scotland","Senegal","Peru"],"frame_perspective":[],"analysis_type":["retailer assessment","supply chain analysis","policy review"]},{"id":"iisd-001623","url":"https://climateinsightsdirectory.org/document/iisd-001623","title":"Inclusive Framework Agreement on the Global Minimum Tax: Recommendations to address stabilized fiscal conditions","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"policy brief","language":"en","date_published":"2021-11","source_url":"https://www.iisd.org/system/files/2021-11/inclusive-framework-agreement-global-minimum-tax.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The policy brief examines the conflict between the OECD's Pillar Two Global Minimum Tax and 'fiscal stabilization' clauses, which are common in developing economies and can lock in tax incentives for decades. It argues that these clauses risk exposing governments to international arbitration if they raise taxes to meet the 15% minimum. The author recommends that OECD model legislation explicitly state that the global minimum tax applies regardless of stabilized incentives and that Inclusive Framework members agree that good-faith adjustments to align with GloBE rules do not constitute breaches of international law or investment treaties.","ai_generated":true,"unit":"iisd-001623#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Pillar Two of the OECD's Two-Pillar Solution establishes a global minimum effective tax rate of 15% for multinational companies, utilizing four 'GloBE rules'—the income inclusion rule, the switch-over rule, the undertaxed payments rule, and the subject to tax rule—to undermine tax competition by allowing jurisdictions to tax income that falls below this threshold.","ai_generated":true,"unit":"iisd-001623#insight-1","date_modified":"2026-10-23"},{"text":"Fiscal stabilization clauses in domestic laws and investment contracts, which are primarily a problem for developing and emerging economies, may prevent governments from removing tax incentives or raising rates to align with the global minimum tax without risking lawsuits in international arbitration.","ai_generated":true,"unit":"iisd-001623#insight-2","date_modified":"2026-10-23"},{"text":"The document recommends that OECD model legislation clearly state that the global minimum tax applies to all investments regardless of any tax rates or incentives that domestic laws, investment contracts, or treaties purport to stabilize.","ai_generated":true,"unit":"iisd-001623#insight-3","date_modified":"2026-10-23"},{"text":"The author proposes that Inclusive Framework members agree that good-faith measures to implement GloBE rules should not be viewed as arbitrary, discriminatory, expropriatory, or a breach of international law, nor as a change in law constrained by fiscal stabilization provisions.","ai_generated":true,"unit":"iisd-001623#insight-4","date_modified":"2026-10-23"}],"climate_tags":["tax incentive"],"geography_discussed":["West Africa","Guinea"],"frame_perspective":[],"analysis_type":["policy recommendation"]},{"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"]}]}