{"query_echo":{"q":"","filters":{"analysis_type":["stakeholder mapping"]},"warnings":[]},"total":{"value":34,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=stakeholder+mapping&page=1","next":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=stakeholder+mapping&page=2","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":"sei-000785","url":"https://climateinsightsdirectory.org/document/sei-000785","title":"The Gender-Energy Nexus: Evidence and gaps in Colombia\u0019s coal transition","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2026-07-09","source_url":"https://www.sei.org/publications/the-gender-energy-nexus-evidence-and-gaps-in-colombias-coal-transition/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The report identifies critical policy and research gaps in Colombia's coal transition, specifically in the Cesar region. It argues for the inclusion of informal and feminised economies in support systems, the integration of intersectional analysis into mine closure regulations, and the development of research frameworks to understand the impacts of energy transitions on LGBTIQ+ individuals and non-binary gender identities.","ai_generated":true,"unit":"sei-000785#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The report outlines several policy priorities to ensure a just transition from coal, including the need to provide focused support to feminised and informal economies, the integration of intersectional analysis into mine closure regulations, the enhancement of protections for human rights defenders, and the implementation of a Public Policy for Women.","ai_generated":true,"unit":"sei-000785#insight-1","date_modified":"2026-10-23"},{"text":"Research priorities for the coal transition include creating frameworks to analyze the effects of energy transitions on LGBTIQ+ populations, moving beyond binary gender frameworks when operationalising intersectionality, and collecting longitudinal data on the impacts following mine closures.","ai_generated":true,"unit":"sei-000785#insight-2","date_modified":"2026-10-23"}],"climate_tags":["energy transition","just transition","intersectionality"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["policy analysis","stakeholder mapping","literature review"]},{"id":"clipolin-000931","url":"https://climateinsightsdirectory.org/document/clipolin-000931","title":"UDB Currency Risk-Sharing Facility Instrument Design Report","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"en","date_published":"2026","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2026/05/UDB-Currency-Risk-Sharing-Facility.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Uganda Development Bank (UDB) has developed a Currency Risk-Sharing Facility (CRSF) to mitigate the foreign exchange (FX) risks associated with borrowing in hard currencies (USD/EUR) and lending in Ugandan shillings (UGX) for climate projects. The CRSF employs a layered risk-sharing approach, combining a partial hedge (e.g., currency swaps) with a tail-risk FX guarantee to protect against severe UGX depreciation beyond a dynamic threshold. Financial modeling indicates that the CRSF offers a more affordable and stable funding cost (average 9.82%) compared to full hedging (10.96%) or unhedged exposure (average 8.39% but highly volatile). The instrument is designed to be replicable for other public development banks in emerging markets and developing economies facing similar currency mismatches.","ai_generated":true,"unit":"clipolin-000931#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The CRSF is designed to distribute currency risk among three parties: a traditional or development-oriented FX hedge provider, the Uganda Development Bank, and a guarantor (such as a donor or development finance institution) who covers high depreciations.","ai_generated":true,"unit":"clipolin-000931#insight-1","date_modified":"2026-10-23"},{"text":"The instrument utilizes a 'collar' structure where UDB is protected against extreme depreciation but must share gains with the guarantor if the Ugandan shilling appreciates beyond a predefined threshold.","ai_generated":true,"unit":"clipolin-000931#insight-2","date_modified":"2026-10-23"},{"text":"Financial modeling shows the CRSF provides a middle-ground funding cost of 9.82% on average, which is more stable than an unhedged position (range of -5.52% to 20.12%) and cheaper than full hedging (fixed at 10.96%).","ai_generated":true,"unit":"clipolin-000931#insight-3","date_modified":"2026-10-23"},{"text":"Historical analysis suggests that severe depreciations exceeding the proposed 5% threshold are relatively rare in Uganda, occurring on average once every seven years, and that a guarantor would have been profitable in most years since 2000, except for deals started in 2007 and 2009.","ai_generated":true,"unit":"clipolin-000931#insight-4","date_modified":"2026-10-23"},{"text":"Legal analysis concludes that because the instrument is symmetric (reciprocal payments for both appreciation and depreciation), it would likely be treated as a derivative rather than a guarantee in a strict legal sense, suggesting the use of an ISDA Master Agreement.","ai_generated":true,"unit":"clipolin-000931#insight-5","date_modified":"2026-10-23"},{"text":"The CRSF is intended to be replicable for other public development banks in emerging markets and developing economies, provided there is institutional buy-in, suitable regulatory conditions, and access to concessional foreign-currency credit lines.","ai_generated":true,"unit":"clipolin-000931#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate finance","climate change adaptation","climate change mitigation","Blended Finance"],"geography_discussed":["Brazil"],"frame_perspective":[],"analysis_type":["instrument design","financial modeling","legal assessment","stakeholder mapping"]},{"id":"napglob-000069","url":"https://climateinsightsdirectory.org/document/napglob-000069","title":"Cartographie des acteurs du genre et de l’adaptation aux effets des changements climatiques en République Centrafricaine","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"fr","date_published":"2025-01","source_url":"https://napglobalnetwork.org/wp-content/uploads/2025/01/central-africa-mapping-gacc-V3.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies 140 organizations and institutions in the Central African Republic operating at the intersection of gender and climate change adaptation. It assesses their technical capacities, influence, and engagement levels, highlighting a systemic gap in 'nexus' expertise—the ability to integrate gender and climate adaptation systematically. While national civil society organizations possess high mobilization and influence capabilities, they lack specific technical expertise. Conversely, international agencies and government bodies have higher technical skills but limited political influence or resources. The report recommends strengthening the capacity of all stakeholders, establishing focal points across all ministries, and creating a multi-actor dialogue space involving high-level political decision-makers and technical and financial partners to implement the National Gender and Climate Change Strategy (SNGCC).","ai_generated":true,"unit":"napglob-000069#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The mapping identified a total of 140 organizations and institutions, including 70 civil society organizations, 23 international NGOs and institutions, 16 government institutions, and various local actors and research bodies.","ai_generated":true,"unit":"napglob-000069#insight-1","date_modified":"2026-10-23"},{"text":"National civil society organizations are the most numerous group and have a strong ability to mobilize and influence, but they lack specific technical skills regarding the nexus between gender and climate change.","ai_generated":true,"unit":"napglob-000069#insight-2","date_modified":"2026-10-23"},{"text":"Governmental actors are well-organized for long-term implementation of the SNGCC due to their presence across the territory via decentralized services, including 91 regional structures, 240 prefectural structures, and 672 sub-prefectural structures.","ai_generated":true,"unit":"napglob-000069#insight-3","date_modified":"2026-10-23"},{"text":"There is a critical lack of national institutions with true expertise in the 'nexus' approach, which requires the systemic integration of gender into the design, planning, implementation, and monitoring of climate adaptation and mitigation projects.","ai_generated":true,"unit":"napglob-000069#insight-4","date_modified":"2026-10-23"},{"text":"International NGOs and agencies are well-equipped and possess high technical and financial mobilization capacities, but they have limited influence over political actors and a poor understanding of local issues.","ai_generated":true,"unit":"napglob-000069#insight-5","date_modified":"2026-10-23"},{"text":"The current actor system is hindered by a major lack of communication, as there is no formal communication mechanism between the Environment Department and sectoral ministries, or between different institutions.","ai_generated":true,"unit":"napglob-000069#insight-6","date_modified":"2026-10-23"},{"text":"Local actors, such as traditional chiefdoms and religious communities, can act as barriers to gender equality in local processes, meaning the success of the SNGCC depends on addressing these issues beforehand.","ai_generated":true,"unit":"napglob-000069#insight-7","date_modified":"2026-10-23"},{"text":"Five specific networks were identified as key players: the Network of Central African Women for Climate (REFECC), the Network of Indigenous and Local Populations of Central Africa (REPALCA), the Platform of Central African Civil Society Organizations for the Sustainable Management of Natural Resources and the Environment (GDRNE), the Global Ecovillages Network in RCA (GEN-RCA), and the network of women parliamentarians.","ai_generated":true,"unit":"napglob-000069#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","national adaptation plan","civil society","climate finance","environmental governance","indigenous rights"],"geography_discussed":["Bangui","Ndélé","Bangassou","Obo","Zemio"],"frame_perspective":[],"analysis_type":["stakeholder mapping","SWOT analysis","capacity assessment"]},{"id":"sei-000397","url":"https://climateinsightsdirectory.org/document/sei-000397","title":"Policy Incoherence and Deforestation in Colombia","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"policy brief","language":"en","date_published":"2024-12-02","source_url":"https://www.sei.org/publications/policy-incoherence-deforestation-colombia/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines policy incoherence regarding deforestation in Colombia, highlighting how vested interests in mining and agriculture, institutional rigidity, and a lack of community involvement undermine conservation efforts. While most policies show positive interactions, current mining laws and military strategies like Operation Artemisa create significant trade-offs and social conflict.","ai_generated":true,"unit":"sei-000397#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Colombia experienced significant forest loss between 2002 and 2023, losing 1.99 million hectares of primary forest and 5.3 million hectares of total forest cover.","ai_generated":true,"unit":"sei-000397#insight-1","date_modified":"2026-10-23"},{"text":"Analysis of 600 interactions between 25 public policies, the SDGs, and climate goals revealed that 63% (378) were promoters and 29% (174) were neutral, while only 8% (48) resulted in trade-offs.","ai_generated":true,"unit":"sei-000397#insight-2","date_modified":"2026-10-23"},{"text":"Colombian mining legislation (Law 685 of 2001) is identified as a primary source of policy conflict, restricting several other objectives and hindering progress toward conservation and sustainable development.","ai_generated":true,"unit":"sei-000397#insight-3","date_modified":"2026-10-23"},{"text":"Operation Artemisa, a military strategy launched in 2019 to stop deforestation, has been criticized for criminalizing peasant farmers and violating agreements intended to reconcile conservation with the rights of local populations.","ai_generated":true,"unit":"sei-000397#insight-4","date_modified":"2026-10-23"},{"text":"Policy incoherence in Colombia is driven by a combination of institutional weaknesses, political agendas, and the influence of powerful interests in the mining and agricultural sectors.","ai_generated":true,"unit":"sei-000397#insight-5","date_modified":"2026-10-23"},{"text":"There is a systemic lack of coordination between government agencies, evidenced by the low prioritization of environment and scientific research sectors in financial resource allocation.","ai_generated":true,"unit":"sei-000397#insight-6","date_modified":"2026-10-23"}],"climate_tags":["deforestation","land-use planning","climate change mitigation","Sustainable Development Goals","mining","biodiversity conservation","climate finance","agroforestry","Nationally Determined Contributions","Reducing emissions from deforestation and forest degradation"],"geography_discussed":["Amazon rainforest","Andes","Bogotá"],"frame_perspective":[],"analysis_type":["policy analysis","stakeholder mapping"]},{"id":"afripo-000071","url":"https://climateinsightsdirectory.org/document/afripo-000071","title":"Methane Mitigation and Reduction Mapping Report in Nigeria’s Oil and Gas Sector","publisher":{"name":"Africa Policy Research Institute","organization":"africa-policy-research-institute"},"document_type":"report","language":"en","date_published":"2024-07-31","source_url":"https://afripoli.org/methane-mitigation-and-reduction-mapping-report-in-nigerias-oil-and-gas-sector","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes methane emissions in Nigeria's oil and gas sector, noting that 73% of the estimated 439.8 kilotons of methane emissions come from gas production, processing, and distribution. While existing policies like the NUPRC Guide 0024 - 2022 align with the Global Methane Pledge, the report identifies gaps in regulatory enforcement, stakeholder coordination, and academic research. It estimates a funding requirement of US$1.5 billion between 2023 and 2030 to reduce emissions, with oil and gas majors expected to contribute US$300 million. The document advocates for a data-driven approach using satellite technology, such as the Satellite-based Methane Emission Tracking (SMET) platform, and calls for innovative financing through green bonds and public-private partnerships.","ai_generated":true,"unit":"afripo-000071#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Nigeria's oil and gas sector produced an estimated 439.8 kilotons of methane emissions, with the vast majority (73%) originating from gas production, processing, and distribution, while 27% were linked to oil production.","ai_generated":true,"unit":"afripo-000071#insight-1","date_modified":"2026-10-23"},{"text":"Current Nigerian policies are generally consistent with international targets; specifically, the NUPRC Guide 0024 - 2022 aligns with the Global Methane Pledge's goal of a 30% reduction by 2030 and the IPCC's target of 20% to 60% reduction by 2030.","ai_generated":true,"unit":"afripo-000071#insight-2","date_modified":"2026-10-23"},{"text":"Reducing methane emissions in Nigeria's oil and gas sector requires US$1.5 billion in spending between 2023 and 2030, of which US$300 million should be contributed by the oil and gas majors operating in the country.","ai_generated":true,"unit":"afripo-000071#insight-3","date_modified":"2026-10-23"},{"text":"The National Oil Spill Detection and Response Agency (NOSDRA) has decided to create a Satellite-based Methane Emission Tracking (SMET) platform to utilize remote sensing for the detection and quantification of methane emissions.","ai_generated":true,"unit":"afripo-000071#insight-4","date_modified":"2026-10-23"}],"climate_tags":["methane emissions","petroleum industry","climate finance","climate bond","energy transition"],"geography_discussed":["Africa"],"frame_perspective":[],"analysis_type":["policy analysis","stakeholder mapping","financial assessment"]},{"id":"sei-002405","url":"https://climateinsightsdirectory.org/document/sei-002405","title":"Keeping the flow: hydropower, river ecosystems and governance in northern Sweden","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2024-02","source_url":"https://www.sei.org/wp-content/uploads/2024/02/northern-swedish-hydropower-sei2024.014.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines hydropower in northern Sweden, specifically the Norrbotten region, amidst rising energy demands from 'fossil-free steel' and battery production. It highlights the shift of hydropower from baseload capacity to a flexibility and storage role to support intermittent wind and solar power. This transition, alongside industrial growth, increases the risk of 'hydropeaking'—rapid fluctuations in river flow—which threatens freshwater biodiversity and fish species like salmon and brown trout. The document analyzes the Swedish National Plan for Hydropower Permit Reviews (NAP), noting the trade-off between environmental restoration and a national production loss limit of 1.5 TWh/year. It concludes that while climate change may increase water run-off and production potential, sustainable management requires integrated economic and ecological frameworks and broader stakeholder inclusion.","ai_generated":true,"unit":"sei-002405#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Industrial expansion in the Norrbotten region, including ventures like HYBRIT, H2 Green Steel, SSAB, LKAB, and Northvolt, is driving a steep increase in electricity demand. Estimates suggest an additional 80 TWh/year by 2028 is needed for these industries alone.","ai_generated":true,"unit":"sei-002405#insight-1","date_modified":"2026-10-23"},{"text":"Hydropower in Sweden is transitioning from providing baseload capacity to serving as energy storage and a flexibility resource to balance intermittent renewable energy sources like wind and solar power.","ai_generated":true,"unit":"sei-002405#insight-2","date_modified":"2026-10-23"},{"text":"The Swedish transmission grid is divided into four electricity regions (elområde) to manage physical transmission bottlenecks and comply with EU regulations.","ai_generated":true,"unit":"sei-002405#insight-3","date_modified":"2026-10-23"},{"text":"The National Plan for Hydropower Permit Reviews (NAP) aims to coordinate the permit review process over 20 years, but it operates under a strict national planning limit where river restoration measures should not cause more than a 2.3% loss of annual hydropower production, or 1.5 TWh/year.","ai_generated":true,"unit":"sei-002405#insight-4","date_modified":"2026-10-23"},{"text":"Hydropeaking—the practice of adjusting outflow to meet sub-daily electricity demand—causes artificial fluctuations in river flow that damage aquatic organisms, destroy fish habitats, and homogenize riparian vegetation.","ai_generated":true,"unit":"sei-002405#insight-5","date_modified":"2026-10-23"},{"text":"Hydropower regulation in Sweden has significantly altered natural flow regimes, redistributing water by 19% in an average year, which has diminished spring peak flows by 15% and increased winter flows.","ai_generated":true,"unit":"sei-002405#insight-6","date_modified":"2026-10-23"},{"text":"Climate change is projected to increase gross hydropower potential in northern Sweden by more than 30% by the 2070s due to predicted increases in run-off.","ai_generated":true,"unit":"sei-002405#insight-7","date_modified":"2026-10-23"},{"text":"There is a significant gap in current knowledge regarding how the integration of more variable energy sources will increase hydropeaking and subsequent environmental damage in Nordic rivers.","ai_generated":true,"unit":"sei-002405#insight-8","date_modified":"2026-10-23"},{"text":"Stakeholder mapping reveals that decision-making is concentrated at the national level among government agencies and large TSOs, often overlooking local communities and civil society.","ai_generated":true,"unit":"sei-002405#insight-9","date_modified":"2026-10-23"}],"climate_tags":["hydropower","energy transition","Grid balancing","renewable energy","wind power","solar energy","energy storage","climate change","demand-side management"],"geography_discussed":["Norway","Finland","Denmark","European Union"],"frame_perspective":[],"analysis_type":["policy analysis","environmental assessment","stakeholder mapping"]},{"id":"sei-002727","url":"https://climateinsightsdirectory.org/document/sei-002727","title":"The cassava value web and its potential for Colombia’s bioeconomy","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2023-12","source_url":"https://www.sei.org/wp-content/uploads/2023/11/sei2023.038-cassava-value-web-colombia-bioeconomy.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes the cassava value web in Colombia, identifying its current uses in food, animal feed, and industrial materials, while highlighting potential for expansion into bioplastics and bioethanol. It maps commercial, financial, and knowledge linkages across four main production nuclei: Cauca, the Atlantic Coast, Orinoquía, and Amazonía. The paper argues that while Colombia is the third largest producer in Latin America, low productivity and limited technification hinder its competitiveness. It recommends developing inclusive supply chains, promoting sustainable agricultural practices to protect biodiversity, and increasing incentives for private sector innovation to transition toward a sustainable bioeconomy.","ai_generated":true,"unit":"sei-002727#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Colombia is the third largest producer of cassava in Latin America, but its average yield of 11.34 ton/ha is significantly lower than that of Thailand (22 ton/ha), Brazil (14 ton/ha), and Paraguay (18 ton/ha).","ai_generated":true,"unit":"sei-002727#insight-1","date_modified":"2026-10-23"},{"text":"The vast majority of national cassava production (94.4%) is used for direct human consumption, with only 5.6% destined for industrialization.","ai_generated":true,"unit":"sei-002727#insight-2","date_modified":"2026-10-23"},{"text":"Colombia faces an unsatisfied demand for cassava starch, importing 13,400 tonnes (valued at USD 6.5 million) from Paraguay in 2019 to address shortages in the second half of the year.","ai_generated":true,"unit":"sei-002727#insight-3","date_modified":"2026-10-23"},{"text":"The cassava value web in Colombia is concentrated in four productive nuclei: Cauca (focused on sour starch), the Atlantic Coast (human consumption and industrial cassava), Orinoquía (high-yield fresh cassava for Bogotá), and Amazonía (indigenous production of artisanal products like tucupí).","ai_generated":true,"unit":"sei-002727#insight-4","date_modified":"2026-10-23"},{"text":"Financial access for small producers is limited by a lack of land ownership, leading them to rely heavily on microfinance institutions rather than state financing.","ai_generated":true,"unit":"sei-002727#insight-5","date_modified":"2026-10-23"},{"text":"Knowledge generation for primary production is led by CIAT and Agrosavia, while processing innovation is driven by universities (such as the University of Cauca) and organizations like CLAYUCA.","ai_generated":true,"unit":"sei-002727#insight-6","date_modified":"2026-10-23"},{"text":"There are significant opportunities to increase domestic demand by replacing imported wheat flour in School Feeding Programs (PAE) with cassava flour and replacing imported corn and soybeans in the animal feed industry with local cassava biomass.","ai_generated":true,"unit":"sei-002727#insight-7","date_modified":"2026-10-23"},{"text":"The University of Cauca has developed patents for biodegradable plastics using cassava flour, starch, and bran, though commercial-scale production remains a challenge due to the high price of domestic root compared to imported inputs.","ai_generated":true,"unit":"sei-002727#insight-8","date_modified":"2026-10-23"},{"text":"Environmental challenges associated with the cassava value web include the uncontrolled use of herbicides, soil erosion from hillside crops, and the discharge of cyanide-rich wastewater from sour starch production.","ai_generated":true,"unit":"sei-002727#insight-9","date_modified":"2026-10-23"}],"climate_tags":["biobased economy","ethanol fuel","sustainable agriculture","circular economy","biodiversity","land use","wastewater treatment","biomass"],"geography_discussed":["Thailand","Brazil","Paraguay","Nigeria","Democratic Republic of the Congo","Ghana","Cauca Department","Atlantic Coast","Amazon rainforest"],"frame_perspective":[],"analysis_type":["case study","value chain analysis","stakeholder mapping"]},{"id":"afripo-000171","url":"https://climateinsightsdirectory.org/document/afripo-000171","title":"UNLOCKING ADAPTATION POTENTIAL: Insights into Senegal’s climate change policies, initiatives and local actions","publisher":{"name":"Africa Policy Research Institute","organization":"africa-policy-research-institute"},"document_type":"report","language":"en","date_published":"2023","source_url":"https://afripoli.org/projects/climate-adaptation/uploads/files/800798-APRI-Senegal-report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report assesses Senegal's climate adaptation landscape, highlighting a disconnect between top-down national policies and effective, endogenous community-led actions. While case studies in agriculture, coastal zones, and health demonstrate that local initiatives are well-aligned with NDC goals, they suffer from a lack of direct funding and institutional recognition. The document argues for a paradigm shift toward Locally Led Adaptation (LLA) to enhance the sustainability and efficiency of the country's climate resilience efforts.","ai_generated":true,"unit":"afripo-000171#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Senegal's national adaptation framework is integrated across the Emerging Senegal Plan (PSE) 2035, the 2030 Agenda Sustainable Development Goals (SDGs), and the NDC 2030, yet it fails to sufficiently incorporate community-led practices.","ai_generated":true,"unit":"afripo-000171#insight-1","date_modified":"2026-10-23"},{"text":"There is a critical funding gap for climate adaptation in Senegal; the NDC requires USD 14.5 billion by 2030, with a heavy reliance on technical and financial partners for USD 12.725 billion of that amount.","ai_generated":true,"unit":"afripo-000171#insight-2","date_modified":"2026-10-23"},{"text":"Locally Led Adaptation (LLA) is already occurring spontaneously in Senegal and aligns with NDC priorities, but it is often ignored by central government planning and suffers from a lack of direct financial access.","ai_generated":true,"unit":"afripo-000171#insight-3","date_modified":"2026-10-23"},{"text":"In Daga Birame, a 'climate-smart village' model for agriculture was implemented using climate information services, solar-powered boreholes, and assisted natural regeneration, resulting in 128 hectares of protected forest.","ai_generated":true,"unit":"afripo-000171#insight-4","date_modified":"2026-10-23"},{"text":"The Dionewar Island initiative utilized 'Maltese groins'—nature-based structures made from stakes and palm fronds—to combat coastal erosion, achieving a beach gain of 2.6 meters.","ai_generated":true,"unit":"afripo-000171#insight-5","date_modified":"2026-10-23"},{"text":"In Widou Thiéngoly, the community implemented an early warning system for heatwaves to mitigate health risks for vulnerable groups, supported by an intersectoral approach involving agencies like ANACIM and NOAA.","ai_generated":true,"unit":"afripo-000171#insight-6","date_modified":"2026-10-23"},{"text":"Climate governance in Senegal is characterized by a top-down approach where local actors lack the technical and scientific capacity to demonstrate 'climate additionality' required to access international funds.","ai_generated":true,"unit":"afripo-000171#insight-7","date_modified":"2026-10-23"},{"text":"The report identifies several systemic barriers to LLA, including poor integration of climate risks in sectoral planning, inequalities in finance distribution, and the absence of a robust Monitoring, Reporting, and Verifying (MRV) system.","ai_generated":true,"unit":"afripo-000171#insight-8","date_modified":"2026-10-23"}],"climate_tags":["Community based adaptation","Nationally Determined Contributions","climate finance","Climate-smart agriculture","coastal erosion","early warning system","nature-based solutions","climate governance","agroforestry","public health","Sustainable land management"],"geography_discussed":["Daga Birame","Kaffrine Department","Dionewar Island","Fatick","Widou Thiéngoly","Louga"],"frame_perspective":[],"analysis_type":["policy analysis","case study","stakeholder mapping"]},{"id":"afripo-000174","url":"https://climateinsightsdirectory.org/document/afripo-000174","title":"UNLOCKING ADAPTATION POTENTIAL","publisher":{"name":"Africa Policy Research Institute","organization":"africa-policy-research-institute"},"document_type":"report","language":"en","date_published":"2023","source_url":"https://afripoli.org/projects/climate-adaptation/uploads/files/climate_adaptation_ghana_final_report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report assesses Ghana's climate adaptation landscape, highlighting a gap between national policy frameworks and local implementation. While Ghana has established comprehensive strategies like the updated NDCs and the National Climate Change Policy, funding is heavily skewed toward mitigation (87.4%) over adaptation (3.4%). Through three case studies in the Savannah, Upper East, and coastal regions, the study demonstrates that locally led adaptation (LLA)—such as organic shea processing, climate-smart agriculture, and community-based disaster risk reduction—effectively reduces vulnerability and improves livelihoods. However, LLA is hindered by limited financial resources, weak institutional coordination, and a top-down decision-making approach. The report recommends devolving financial resources, integrating traditional knowledge into policy, and fostering participatory decision-making to enhance climate resilience.","ai_generated":true,"unit":"afripo-000174#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Ghana's climate finance inflows from 2011 to 2019 totaled approximately USD 1.3 billion, but there is a stark imbalance between mitigation and adaptation funding, with mitigation receiving 87.4% and adaptation only 3.4%.","ai_generated":true,"unit":"afripo-000174#insight-1","date_modified":"2026-10-23"},{"text":"The Ghanaian government's updated NDC (2021) identifies 13 adaptation measures across 47 programmes of action, focusing on resilient infrastructure, livelihoods, agricultural landscapes, food systems, urban planning, early warning systems, and the resilience of women and vulnerable groups.","ai_generated":true,"unit":"afripo-000174#insight-2","date_modified":"2026-10-23"},{"text":"Locally led adaptation (LLA) in Ghana is characterized by place-based, participatory, and flexible strategies that often combine multiple measures and leverage traditional knowledge to prioritize the most vulnerable, such as women and children.","ai_generated":true,"unit":"afripo-000174#insight-3","date_modified":"2026-10-23"},{"text":"Case study evidence from Northern Ghana shows that combining Village Savings and Loan Associations (VSLAs) with organic shea processing and energy-saving stoves empowers women economically and reduces environmental degradation.","ai_generated":true,"unit":"afripo-000174#insight-4","date_modified":"2026-10-23"},{"text":"In the Upper East region, the adoption of climate-smart agriculture (CSA)—including conservation agriculture, agroforestry, and solar-powered irrigation—has improved soil fertility, increased crop yields, and enhanced food security.","ai_generated":true,"unit":"afripo-000174#insight-5","date_modified":"2026-10-23"},{"text":"Coastal communities in the Keta-Ada stretch employ community-based disaster risk reduction, including nature-based solutions like mangrove restoration and the creation of dual canals, often as a response to perceived government inaction on coastal erosion.","ai_generated":true,"unit":"afripo-000174#insight-6","date_modified":"2026-10-23"},{"text":"A significant barrier to effective adaptation is the top-down nature of climate planning, which results in limited resource allocation at the sub-national level; one study cited in the report found that over 70% of local authority adaptation programmes from 2013 to 2021 were not completely successful due to limited finance.","ai_generated":true,"unit":"afripo-000174#insight-7","date_modified":"2026-10-23"},{"text":"Effective LLA is hindered by inadequate institutional coordination, policy gaps, and limited technical capacity within local institutions to design and implement adaptation strategies.","ai_generated":true,"unit":"afripo-000174#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","Community based adaptation","Nationally Determined Contributions","climate finance","Climate-smart agriculture","coastal erosion","nature-based solutions","gender equality","traditional knowledge","disaster risk reduction","food security","Mangrove restoration"],"geography_discussed":["West Gonja Municipal District","Savannah Region","Kassena-Nankani district","Upper East Region","Keta","Anloga District","Volta Region"],"frame_perspective":[],"analysis_type":["policy analysis","case study","stakeholder mapping"]},{"id":"afripo-000218","url":"https://climateinsightsdirectory.org/document/afripo-000218","title":"UNLOCKING ADAPTATION POTENTIAL","publisher":{"name":"Africa Policy Research Institute","organization":"africa-policy-research-institute"},"document_type":"report","language":"en","date_published":"2023","source_url":"https://afripoli.org/projects/climate-adaptation/uploads/files/climate_adaptation_nigeria_final_report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that while Nigeria has comprehensive national adaptation frameworks, there is a significant gap between high-level policy and local implementation. It highlights that locally led adaptation (LLA) is already occurring through community-driven initiatives in biogas production, aquaculture, and erosion control, but these efforts are hindered by a lack of finance, technical capacity, and political will. The authors advocate for a shift from 'top-down' approaches to those that empower frontline communities to lead the design and monitoring of adaptation actions.","ai_generated":true,"unit":"afripo-000218#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Nigeria is highly vulnerable to climate change, ranking 161 out of 182 countries in the 2021 ND-GAIN assessment, with risks including desertification in the north and perennial flooding in the south that caused USD 16.9 billion in losses in 2012 alone.","ai_generated":true,"unit":"afripo-000218#insight-1","date_modified":"2026-10-23"},{"text":"There is a systemic disconnect between Nigeria's national adaptation policies and local implementation; current plans utilize a 'top-down' approach that excludes frontline communities from decision-making, treating them as beneficiaries rather than active agents.","ai_generated":true,"unit":"afripo-000218#insight-2","date_modified":"2026-10-23"},{"text":"Climate adaptation in Nigeria is severely underfunded, with the country relying on foreign aid and grants for over 50% of its activities. The Federal Ministry of Environment estimates a requirement of USD 142 billion over the next decade to implement its Nationally Determined Contributions (NDCs).","ai_generated":true,"unit":"afripo-000218#insight-3","date_modified":"2026-10-23"},{"text":"In Owode, Ogun State, smallholder farmers are adapting to energy poverty and deforestation by producing biogas from agricultural waste (cassava peels, livestock, and poultry waste) to replace fuelwood for processing garri.","ai_generated":true,"unit":"afripo-000218#insight-4","date_modified":"2026-10-23"},{"text":"Fish farmers in Alimosho, Lagos, have implemented LLA strategies to combat a 60% sector collapse, including drilling deeper boreholes to reach receding groundwater, installing water treatment plants, and cross-breeding fish to create the disease-resistant 'Heteroclarias' hybrid.","ai_generated":true,"unit":"afripo-000218#insight-5","date_modified":"2026-10-23"},{"text":"In Abatete, Anambra State, rural communities use traditional nature-based solutions to combat severe gully erosion, which has degraded nearly 70% of the state's landmass. These include planting erosion-resistant trees, laying sandbags at hotspots, and using raised-bed cultivation for vegetables.","ai_generated":true,"unit":"afripo-000218#insight-6","date_modified":"2026-10-23"},{"text":"The report identifies critical barriers to scaling LLA, including a lack of financial credit for smallholders, limited technical expertise for complex tasks (such as water pH monitoring), and a lack of synergy between rural communities and national research institutions.","ai_generated":true,"unit":"afripo-000218#insight-7","date_modified":"2026-10-23"},{"text":"Nigeria's economy is significantly impacted by climate change, currently losing approximately 5% of its GDP per capita, a figure projected to potentially reach 30% by 2050.","ai_generated":true,"unit":"afripo-000218#insight-8","date_modified":"2026-10-23"}],"climate_tags":["Community based adaptation","climate finance","nature-based solutions","biogas","aquaculture","land degradation","deforestation","Nationally Determined Contributions","climate bond","food security","Climate-smart agriculture"],"geography_discussed":["Ogun State","Lagos State","Anambra State","Abuja"],"frame_perspective":[],"analysis_type":["policy analysis","case study","stakeholder mapping"]},{"id":"sei-000313","url":"https://climateinsightsdirectory.org/document/sei-000313","title":"Just Transition in the Meat Sector","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2022-11-03","source_url":"https://www.sei.org/publications/just-transition-meat-sector","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The report argues that while shifting toward plant-based diets and away from industrial meat production is urgently needed for environmental and health reasons, such transitions must be planned inclusively to protect vulnerable stakeholders. It applies the 'just transition' framework—previously established in the energy sector—to the meat sector to ensure costs and benefits are evenly distributed among consumers, farmers, workers, communities, and companies.","ai_generated":true,"unit":"sei-000313#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A shift toward plant-based diets and away from industrial meat production is urgently required in regions with high consumption levels due to negative impacts on climate, biodiversity, human health, air and water quality, and animal welfare.","ai_generated":true,"unit":"sei-000313#insight-1","date_modified":"2026-10-23"},{"text":"Policies designed to reduce meat output, curtail production practices, or increase prices may significantly impact society because meat supply chains support numerous livelihoods and are tied to cultural traditions and diets.","ai_generated":true,"unit":"sei-000313#insight-2","date_modified":"2026-10-23"},{"text":"Adopting a just transition approach can protect the most vulnerable stakeholders, ensure an even distribution of costs and benefits, and increase public support for the transition.","ai_generated":true,"unit":"sei-000313#insight-3","date_modified":"2026-10-23"}],"climate_tags":["just transition","biodiversity","climate change"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["policy analysis","stakeholder mapping"]},{"id":"iisd-003557","url":"https://climateinsightsdirectory.org/document/iisd-003557","title":"Strengthening the Geneva 2030 Ecosystem","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2022-11","source_url":"https://www.iisd.org/system/files/2022-11/strengthening-geneva-2030-ecosystem.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies Geneva's high density of international expertise and neutrality as key strengths for SDG implementation, but notes that collaboration is hindered by bureaucratic processes, institutional silos, and a lack of accessible, informal gathering spaces. It recommends the establishment of a curated, inclusive, and inspiring physical space in the Nations area to facilitate networking, skills development, and the showcasing of innovations across the public, private, and academic sectors.","ai_generated":true,"unit":"iisd-003557#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Geneva possesses a unique environment for SDG collaboration characterized by a high density of international and non-governmental organizations, a focus on operational activities, and the neutrality of Switzerland, which facilitates open dialogue on sensitive global issues.","ai_generated":true,"unit":"iisd-003557#insight-1","date_modified":"2026-10-23"},{"text":"Effective collaboration is currently obstructed by a lack of institutional culture and resources dedicated to innovation, as well as onerous bureaucratic processes, particularly within UN organizations, which make establishing formal collaboration agreements lengthy.","ai_generated":true,"unit":"iisd-003557#insight-2","date_modified":"2026-10-23"},{"text":"There is a significant lack of publicly accessible and informal spaces in the Nations area of Geneva, which limits the ability of stakeholders to network and collaborate outside of formal work environments; 67% of survey respondents identified a missing informal networking space.","ai_generated":true,"unit":"iisd-003557#insight-3","date_modified":"2026-10-23"},{"text":"Stakeholders expressed a strong desire for a curated collaboration space that is inclusive of youth and the private sector, as 72% of survey respondents indicated a wish to collaborate more with local entrepreneurs and the private sector.","ai_generated":true,"unit":"iisd-003557#insight-4","date_modified":"2026-10-23"},{"text":"There is a demand for the proposed space to serve as a hub for learning and showcasing, specifically to avoid the duplication of efforts and to develop skills in innovative methodologies, sustainable finance, and digitalization.","ai_generated":true,"unit":"iisd-003557#insight-5","date_modified":"2026-10-23"},{"text":"The report suggests three potential scenarios for the physical space: adapting an existing building in the Nations area (such as Villa les Feuillantines, Villa Rigot, or Villa Masaryk), constructing a new building, or partnering with existing spaces like the SDG Solution Space or Palais Wilson.","ai_generated":true,"unit":"iisd-003557#insight-6","date_modified":"2026-10-23"}],"climate_tags":["Sustainable Development Goals","multilateralism","sustainable finance","public–private partnership"],"geography_discussed":["Switzerland","Brussels"],"frame_perspective":[],"analysis_type":["need assessment","stakeholder mapping"]},{"id":"sei-002351","url":"https://climateinsightsdirectory.org/document/sei-002351","title":"A just transition in the meat sector: why, who and how?","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2022-11","source_url":"https://www.sei.org/wp-content/uploads/2022/11/just-transition-meat-sector.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that transitioning away from industrial meat production is essential for climate and health goals but requires a 'just transition' framework to protect vulnerable stakeholders. It identifies five key stakeholder groups—consumers, farmers, workers, communities, and companies—and outlines five guiding principles for policy-makers: phasing down industrial meat support, increasing support for sustainable alternatives, ensuring inclusive planning, providing offset support for adverse impacts, and addressing root causes of injustice.","ai_generated":true,"unit":"sei-002351#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Industrial meat production is a major driver of environmental degradation, with animal-based food production contributing an estimated 16.5% or more of global greenhouse gas emissions.","ai_generated":true,"unit":"sei-002351#insight-1","date_modified":"2026-10-23"},{"text":"High-income countries in the Global North should lead the dietary transition due to their higher consumption levels and greater capacity to implement change, aligning with the principle of 'common but differentiated responsibilities'.","ai_generated":true,"unit":"sei-002351#insight-2","date_modified":"2026-10-23"},{"text":"Low-income consumers in developed nations may be disproportionately affected by rising meat prices, particularly those living in 'food deserts' where fresh produce is scarce.","ai_generated":true,"unit":"sei-002351#insight-3","date_modified":"2026-10-23"},{"text":"Farmers face significant risks during the transition, including the potential for 'stranded assets' such as specialized climate-controlled barns and high levels of debt to suppliers.","ai_generated":true,"unit":"sei-002351#insight-4","date_modified":"2026-10-23"},{"text":"Workers in the meat supply chain, particularly in the US and Europe, are often from marginalized or migrant groups and face precarious conditions and high health risks.","ai_generated":true,"unit":"sei-002351#insight-5","date_modified":"2026-10-23"},{"text":"Rural communities dependent on meat production may suffer economic decline and loss of social cohesion, although they could benefit from reduced air and water pollution.","ai_generated":true,"unit":"sei-002351#insight-6","date_modified":"2026-10-23"},{"text":"A few large conglomerates dominate the global meat market and possess the power to either drive the transition or block it through lobbying.","ai_generated":true,"unit":"sei-002351#insight-7","date_modified":"2026-10-23"},{"text":"The report proposes five guiding principles for a just transition: phasing down industrial meat support, supporting sustainable alternatives, inclusive planning, providing offset support, and addressing root causes of injustice.","ai_generated":true,"unit":"sei-002351#insight-8","date_modified":"2026-10-23"},{"text":"Cultivated meat offers a potential analogue for consumers resistant to plant-based diets, but its industrialization risks reinforcing centralized food system monopolies.","ai_generated":true,"unit":"sei-002351#insight-9","date_modified":"2026-10-23"},{"text":"The Dutch nitrogen crisis serves as a cautionary example of how delaying transition steps and lacking inclusivity can lead to severe social resistance and protests.","ai_generated":true,"unit":"sei-002351#insight-10","date_modified":"2026-10-23"}],"climate_tags":["just transition","greenhouse gas emissions","biodiversity loss","agricultural subsidy","food system","food security","land use"],"geography_discussed":["World","Netherlands","Singapore","People's Republic of China","Israel"],"frame_perspective":[],"analysis_type":["stakeholder mapping","policy framework"]},{"id":"gclifun-005216","url":"https://climateinsightsdirectory.org/document/gclifun-005216","title":"Climate Investor 2: A Gender Assessment","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2022-09-05","source_url":"https://www.greenclimate.fund/sites/default/files/document/fp190-ga.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report assesses how climate change exacerbates gender inequalities in three infrastructure sectors: WASH, coastal/marine ecosystems, and ports. It finds that women and girls bear a disproportionate burden of inadequate WASH services and are largely excluded from formal employment and decision-making in the blue economy and port operations. The document proposes a Gender Action Plan for Climate Fund Managers (CFM) to improve access, amplify women's voices in planning, create formal employment opportunities, and implement robust gender-disaggregated monitoring.","ai_generated":true,"unit":"gclifun-005216#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Women and girls are disproportionately affected by inadequate WASH infrastructure due to their domestic and care-giving roles, which often require them to travel long distances to collect water, increasing their risk of violence and limiting time for education or productive activities.","ai_generated":true,"unit":"gclifun-005216#insight-1","date_modified":"2026-10-23"},{"text":"Climate change exacerbates WASH challenges by reducing water availability and damaging infrastructure, which increases the domestic burden on women and heightens risks of waterborne diseases and mental health stressors like anxiety and depression.","ai_generated":true,"unit":"gclifun-005216#insight-2","date_modified":"2026-10-23"},{"text":"In the fishery and ocean-based industries, women are concentrated in informal, unregulated economies and less profitable parts of the value chain, often earning significantly less than men for the same work.","ai_generated":true,"unit":"gclifun-005216#insight-3","date_modified":"2026-10-23"},{"text":"Women are largely excluded from the formal operation and management of port infrastructure, with female trainees representing only 6% of participants in 2021.","ai_generated":true,"unit":"gclifun-005216#insight-4","date_modified":"2026-10-23"},{"text":"Gender norms frequently silence women's voices in the planning and management of WASH and marine initiatives, even when formal consultation mechanisms exist.","ai_generated":true,"unit":"gclifun-005216#insight-5","date_modified":"2026-10-23"},{"text":"There is a systemic lack of women in technical and managerial roles within the WASH sector, partly due to low rates of secondary and tertiary education completion for girls in several focal countries.","ai_generated":true,"unit":"gclifun-005216#insight-6","date_modified":"2026-10-23"},{"text":"National policies in the 19 focal countries often reference gender as a cross-cutting issue but frequently lack concrete, practical actions to operationalize gender-inclusive environments in the WASH sector.","ai_generated":true,"unit":"gclifun-005216#insight-7","date_modified":"2026-10-23"},{"text":"Climate change is expected to disproportionately impact women's food security and livelihoods through rising sea temperatures, sea levels, and ocean acidity, as women often have fewer resources to adapt.","ai_generated":true,"unit":"gclifun-005216#insight-8","date_modified":"2026-10-23"},{"text":"The report identifies four primary opportunity areas for promoting gender equality: improving access to climate-smart WASH, giving women a voice in planning, providing formal employment, and building a gender-responsive evidence base.","ai_generated":true,"unit":"gclifun-005216#insight-9","date_modified":"2026-10-23"},{"text":"CFM intends to implement a monitoring framework using gender-disaggregated KPIs linked to UN SDGs, including the number of female employees and those in management positions.","ai_generated":true,"unit":"gclifun-005216#insight-10","date_modified":"2026-10-23"}],"climate_tags":["coastal ecosystem","gender mainstreaming","gender equality","climate finance","blue economy","circular economy"],"geography_discussed":["Bangladesh","Botswana","Brazil","Colombia","Djibouti","Ecuador","India","Indonesia","Kenya","Madagascar","Maldives","Morocco","Namibia","Nigeria","Philippines","Uganda"],"frame_perspective":[],"analysis_type":["gender assessment","policy review","problem tree analysis","stakeholder mapping"]},{"id":"sei-000631","url":"https://climateinsightsdirectory.org/document/sei-000631","title":"Youth engagement in climate change and health in LMICs: Africa and Asia","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2021-07-21","source_url":"https://www.sei.org/publications/youth-engagement-climate-change-health-lmics-africa-asia/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that young people (aged 10-24) in low- and middle-income countries (LMICs) are disproportionately affected by climate change but face structural barriers and tokenism that hinder their participation in decision-making. It proposes a research framework based on social context, substance, procedure, power, and agency to analyse youth engagement in Ethiopia, Kenya, Senegal, Bangladesh, Indonesia, and Vietnam.","ai_generated":true,"unit":"sei-000631#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Young people, defined as those aged 10-24, experience unequal climate impacts, particularly young women, girls, the urban poor, and marginalised groups, yet they are often limited to tokenistic participation due to structural barriers and normative beliefs.","ai_generated":true,"unit":"sei-000631#insight-1","date_modified":"2026-10-23"},{"text":"Youth engagement in climate action and decision-making is essential for inter-generational climate justice and social equity, especially in LMICs where young people constitute a large portion of the population.","ai_generated":true,"unit":"sei-000631#insight-2","date_modified":"2026-10-23"}],"climate_tags":["climate change","public health","social equity"],"geography_discussed":["Africa","Asia"],"frame_perspective":[],"analysis_type":["stakeholder mapping","actor analysis"]},{"id":"sei-002850","url":"https://climateinsightsdirectory.org/document/sei-002850","title":"La red de valor de la yuca y su potencial en la bioeconomía de Colombia","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"es","date_published":"2021-05","source_url":"https://www.sei.org/wp-content/uploads/2021/05/workingpaperyucabioeconomia-canalestrujillo-mayo21.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the cassava value network in Colombia, highlighting its current use in food and industrial sectors and its potential for bioplastics and animal feed. It identifies low productivity, limited technology transfer, and financial barriers for smallholders as key challenges. The paper suggests transitioning toward biorefineries and inclusive supply chains to enhance Colombia's bioeconomy.","ai_generated":true,"unit":"sei-002850#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Colombia is the third largest producer of cassava in Latin America, producing 2.8 million tons in 2019 across 259,931 hectares, though its average yield of 11.34 ton/ha is significantly lower than leaders like Thailand (22 ton/ha), Paraguay (18 ton/ha), and Brazil (14 ton/ha).","ai_generated":true,"unit":"sei-002850#insight-1","date_modified":"2026-10-23"},{"text":"The Colombian cassava sector is dominated by small-scale production (85% of farms are under 10 hectares), with 94.4% of production used for direct human consumption and only 5.6% destined for industrial use.","ai_generated":true,"unit":"sei-002850#insight-2","date_modified":"2026-10-23"},{"text":"Colombia faces a deficit in industrial cassava starch, importing 13.4 thousand tons (USD 6.5 million) from Paraguay in 2019, primarily to address shortages occurring in the second half of each year.","ai_generated":true,"unit":"sei-002850#insight-3","date_modified":"2026-10-23"},{"text":"The value network is divided into regional hubs: Cauca focuses on 'sour starch' (almidón agrio) for traditional breads; the Atlantic Coast produces both fresh and industrial cassava; Orinoquía is the primary supplier of fresh cassava to Bogotá with the highest yields; and the Amazon uses traditional 'chagras' for diverse human consumption and artisanal products like tucupí.","ai_generated":true,"unit":"sei-002850#insight-4","date_modified":"2026-10-23"},{"text":"Financial access for small producers is limited by lack of land ownership, leading to a reliance on microfinance institutions over state banks; however, 'advance contracts' (contratos anticipados) are increasingly used as credit guarantees.","ai_generated":true,"unit":"sei-002850#insight-5","date_modified":"2026-10-23"},{"text":"There is significant untapped potential for cassava in the animal feed industry to replace imported corn, soy, and sorghum, as well as in the bioplastics market, supported by research and patents from the University of Cauca.","ai_generated":true,"unit":"sei-002850#insight-6","date_modified":"2026-10-23"},{"text":"Environmental and sustainability challenges include the uncontrolled use of herbicides, soil erosion on slopes, and the discharge of cyanide-rich wastewater from sour starch mills, with only about 10 of 60 mills in Cauca possessing wastewater treatment plants (PTAR).","ai_generated":true,"unit":"sei-002850#insight-7","date_modified":"2026-10-23"},{"text":"Technological transfer is inefficient despite the presence of global research leaders like CIAT and Agrosavia; the use of improved, non-toxic varieties by farmers remains insufficient.","ai_generated":true,"unit":"sei-002850#insight-8","date_modified":"2026-10-23"},{"text":"The document proposes a transition toward 'biorefineries' to maximize biomass use, including residues, though previous attempts at cassava-based bioethanol in Colombia have failed.","ai_generated":true,"unit":"sei-002850#insight-9","date_modified":"2026-10-23"},{"text":"Public procurement, specifically School Feeding Programs (PAE), represents a market opportunity to replace imported wheat flour with locally produced cassava flour.","ai_generated":true,"unit":"sei-002850#insight-10","date_modified":"2026-10-23"}],"climate_tags":["biobased economy","sustainable agriculture","ethanol fuel","circular economy","biomass","land use","biodiversity","wastewater treatment","agricultural productivity"],"geography_discussed":["Cauca Department","Caribbean region of Colombia","Orinoquía natural region","Amazon rainforest","Thailand","Brazil","Paraguay","Nigeria"],"frame_perspective":[],"analysis_type":["value chain analysis","case study","stakeholder mapping"]},{"id":"ruralele-000114","url":"https://climateinsightsdirectory.org/document/ruralele-000114","title":"Acteurs du secteur des énergies renouvelables au Togo","publisher":{"name":"Alliance for Renewable Electrification","organization":"alliance-for-renewable-electrification"},"document_type":"guide","language":"fr","date_published":"2021-01","source_url":"https://www.renewelec.org/wp-content/uploads/2023/11/2021-05-14-Togo-Phone-Book-Final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document provides a comprehensive directory of stakeholders involved in Togo's renewable energy landscape. It lists government bodies responsible for policy and regulation, private companies providing technical support and EPC services, NGOs promoting sustainable energy, academic institutions offering training, and international partners and financial institutions providing funding and technical assistance.","ai_generated":true,"unit":"ruralele-000114#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Togolese government manages the energy sector through several specialised entities: the Direction Générale de l’Energie (DGE) handles energy policy and research; the Autorité de Réglementation du Secteur de l’Electricité (ARSE) regulates electricity and water; and the Agence Togolaise d’Electrification Rurale et des Energies Renouvelables (AT2ER) implements rural electrification and promotes renewable energy.","ai_generated":true,"unit":"ruralele-000114#insight-1","date_modified":"2026-10-23"},{"text":"The private sector in Togo offers a wide range of renewable energy services, including Engineering, Procurement, and Construction (EPC), technical support, and the supply of equipment, with a strong focus on solar photovoltaics and solar pumping systems.","ai_generated":true,"unit":"ruralele-000114#insight-2","date_modified":"2026-10-23"},{"text":"Several companies provide off-grid and stand-alone energy solutions to reach underserved populations, including BBOXX, Soleva, and Solergie, the latter of which focuses on nano-grid infrastructure for rural communities.","ai_generated":true,"unit":"ruralele-000114#insight-3","date_modified":"2026-10-23"},{"text":"Non-governmental organisations and associations in Togo work to popularise renewable energy and support vulnerable populations through social entrepreneurship and the distribution of solar kits.","ai_generated":true,"unit":"ruralele-000114#insight-4","date_modified":"2026-10-23"},{"text":"International partners provide significant technical and financial support to Togo's energy transition, including the GIZ, which advises the Ministry of Energy and Mines on climate-friendly energy supply, and the World Bank, which aligns its funding with the National Development Plan.","ai_generated":true,"unit":"ruralele-000114#insight-5","date_modified":"2026-10-23"},{"text":"The financial landscape for renewable energy in Togo includes a mix of international development banks (such as the African Development Bank and BOAD), commercial banks, and microfinance institutions like SOGEMEF and FUCEC-Togo that target small and medium enterprises.","ai_generated":true,"unit":"ruralele-000114#insight-6","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","solar energy","photovoltaics","rural electrification","distributed generation","Mini-grids","energy efficiency","climate finance","energy policy","sustainable energy"],"geography_discussed":["Lomé","Dapaong","Sokodé","Atakpamé","Belgium"],"frame_perspective":[],"analysis_type":["stakeholder mapping"]},{"id":"sei-002556","url":"https://climateinsightsdirectory.org/document/sei-002556","title":"How can we pick up the pace in expanding access to electricity, clean water and safe sanitation globally?","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"fact sheet","language":"en","date_published":"2020-12","source_url":"https://www.sei.org/wp-content/uploads/2020/12/sei-initiative-on-gridless-solutions-fact-sheet.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The SEI Initiative on Gridless Solutions examines decentralized, modular technologies as complements to grid-based systems for basic services. While innovation has accelerated, the initiative identifies significant barriers to expansion, including regulatory mismatches, lack of financing, and a poor understanding of end-user expectations. The program focuses on mapping value chains, analyzing the politics of decentralized electricity in East Africa, studying off-grid sanitation in Latin America, and exploring disaster risk management in Small Island Development States. Additionally, the sWASH & grow project evaluates success factors for scaling off-grid water, sanitation, and hygiene (WASH) innovations.","ai_generated":true,"unit":"sei-002556#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Decentralized, modular \"gridless\" technologies are viewed as valuable complements to traditional grid-based systems for providing electricity, water, and sanitation services.","ai_generated":true,"unit":"sei-002556#insight-1","date_modified":"2026-10-23"},{"text":"Despite technological promise, the expansion of gridless solutions is hindered by regulatory issues, a lack of sustainable business models and financing, and insufficient knowledge of end-user expectations.","ai_generated":true,"unit":"sei-002556#insight-2","date_modified":"2026-10-23"},{"text":"The SEI Initiative is conducting targeted research in specific regions: East Africa for the politics of solar PV mini-grids, Latin America for off-grid sanitation alternatives, and Small Island Development States for disaster risk management using gridless technologies.","ai_generated":true,"unit":"sei-002556#insight-3","date_modified":"2026-10-23"},{"text":"Gridless value chains differ from traditional utilities by prioritizing mass manufacturing, standardization, and economies of numbers over onsite construction and bespoke design.","ai_generated":true,"unit":"sei-002556#insight-4","date_modified":"2026-10-23"}],"climate_tags":["disaster risk reduction","renewable energy"],"geography_discussed":["East Africa","Latin America","Small Island Development States","Zambia"],"frame_perspective":[],"analysis_type":["policy analysis","stakeholder mapping"]},{"id":"iisd-003293","url":"https://climateinsightsdirectory.org/document/iisd-003293","title":"Saint Lucia’s Climate Financing Strategy","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2020-08","source_url":"https://napglobalnetwork.org/wp-content/uploads/2020/09/napgn-en-2020-Saint-Lucias-Climate-Financing-Strategy.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report outlines a framework for Saint Lucia to mobilise domestic and international climate finance to build resilience. It identifies key funding sources, assesses the scale and type of existing project concepts, and defines the roles of government agencies, accredited entities, and the private sector in a cyclical financing process.","ai_generated":true,"unit":"iisd-003293#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Saint Lucia's national budget for 2016–2017 included XCD 83.8 million (USD 31 million) for adaptation-related projects, representing approximately 2% of GDP, though actual capital budget execution suggests spending closer to 1% of GDP.","ai_generated":true,"unit":"iisd-003293#insight-1","date_modified":"2026-10-23"},{"text":"Between 2010 and 2015, Saint Lucia received USD 36.71 million in multilateral and bilateral public climate finance, making it the largest recipient among OECS member states, though the disbursement ratio remained low compared to the broader Caribbean region.","ai_generated":true,"unit":"iisd-003293#insight-2","date_modified":"2026-10-23"},{"text":"The estimated cost to implement the 38 costed concept notes developed for the Water, Fisheries, and Agriculture SASAPs is USD 35.4 million, with 32 of the 39 total concept notes costing less than USD 1 million.","ai_generated":true,"unit":"iisd-003293#insight-3","date_modified":"2026-10-23"},{"text":"Just under half of the SASAP concept notes are 'hard' investments involving physical infrastructure, technology, or early warning systems, which are more likely to attract Green Climate Fund (GCF) support.","ai_generated":true,"unit":"iisd-003293#insight-4","date_modified":"2026-10-23"},{"text":"Saint Lucia has successfully accessed the Adaptation Fund (AF), with a 2019 approved project for the agricultural sector valued at approximately USD 9.86 million, nearly reaching the fund's USD 10 million country cap.","ai_generated":true,"unit":"iisd-003293#insight-5","date_modified":"2026-10-23"},{"text":"The government is transitioning toward a programmatic approach to climate finance to achieve scale, including a submitted GCF water sector programme and a GCF fisheries programme currently under development with the FAO.","ai_generated":true,"unit":"iisd-003293#insight-6","date_modified":"2026-10-23"},{"text":"The strategy identifies a critical need to improve the capacity to track public expenditure on climate resilience, as the country currently lacks a comprehensive approach for monitoring these investments.","ai_generated":true,"unit":"iisd-003293#insight-7","date_modified":"2026-10-23"},{"text":"The financing process is designed as an iterative cycle consisting of defining priorities, developing concepts, aligning with funding sources, elaborating proposals, approving projects, implementing, and monitoring/evaluating.","ai_generated":true,"unit":"iisd-003293#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate finance","climate change adaptation","national adaptation plan","Green Climate Fund","Adaptation Fund","public–private partnership","ecosystem-based adaptation","Climate risk assessment","infrastructure resilience"],"geography_discussed":["Caribbean","Eastern Caribbean","Dominica","Antigua and Barbuda","Saint Vincent and the Grenadines","Grenada","Saint Kitts and Nevis"],"frame_perspective":[],"analysis_type":["strategic framework","financial assessment","stakeholder mapping"]},{"id":"napglob-000220","url":"https://climateinsightsdirectory.org/document/napglob-000220","title":"Saint Lucia’s Climate Financing Strategy","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"en","date_published":"2020-08","source_url":"https://napglobalnetwork.org/wp-content/uploads/2020/09/napgn-en-2020-Saint-Lucias-Climate-Financing-Strategy.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The strategy outlines a framework for Saint Lucia to mobilise domestic and international public and private finance to meet its climate adaptation goals. It identifies a current funding gap, noting that while the country has successfully accessed funds from the Adaptation Fund and GCF, many of its project concept notes are small-scale and require consolidation into larger programmes to attract major international donors. The document maps the roles of government ministries, accredited entities, and the private sector in a cyclical financing process involving priority definition, project elaboration, and monitoring.","ai_generated":true,"unit":"napglob-000220#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Saint Lucia's national budget for 2016–2017 included USD 120.3 million in investments, with USD 31 million directed toward adaptation-related projects, representing approximately 2% of GDP.","ai_generated":true,"unit":"napglob-000220#insight-1","date_modified":"2026-10-23"},{"text":"Between 2010 and 2015, Saint Lucia received USD 36.71 million in multilateral and bilateral public climate finance, the highest amount among OECS member states, though disbursement ratios remained low compared to the broader Caribbean region.","ai_generated":true,"unit":"napglob-000220#insight-2","date_modified":"2026-10-23"},{"text":"The estimated cost to implement the 38 costed concept notes developed for the Water, Fisheries, and Agriculture SASAPs is USD 35.4 million.","ai_generated":true,"unit":"napglob-000220#insight-3","date_modified":"2026-10-23"},{"text":"A majority of the identified adaptation projects are small-scale, with 32 out of 39 concept notes costing less than USD 1 million, which may hinder their ability to attract large international funds like the GCF.","ai_generated":true,"unit":"napglob-000220#insight-4","date_modified":"2026-10-23"},{"text":"Just under half of the analyzed concept notes are 'hard' investments, such as physical infrastructure and early warning systems, which are more likely to be supported by the GCF or private sector partnerships.","ai_generated":true,"unit":"napglob-000220#insight-5","date_modified":"2026-10-23"},{"text":"Saint Lucia has successfully accessed the Adaptation Fund, with a 2019 project focused on the agricultural sector valued at approximately USD 9.86 million, nearly reaching the fund's USD 10 million country cap.","ai_generated":true,"unit":"napglob-000220#insight-6","date_modified":"2026-10-23"},{"text":"The strategy proposes a cyclical financing process consisting of seven steps: defining priorities, soliciting concepts, aligning concepts with sources, elaborating proposals, approving projects, implementing projects, and monitoring and evaluation.","ai_generated":true,"unit":"napglob-000220#insight-7","date_modified":"2026-10-23"},{"text":"The Government of Saint Lucia lacks a comprehensive system for tracking public expenditure on climate resilience, which is identified as a priority for improving transparency and mobilising resources.","ai_generated":true,"unit":"napglob-000220#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate finance","climate change adaptation","national adaptation plan","Green Climate Fund","Adaptation Fund","public–private partnership","Small Island Developing States","ecosystem-based adaptation","Climate risk assessment"],"geography_discussed":["Caribbean"],"frame_perspective":[],"analysis_type":["strategic planning","financial assessment","stakeholder mapping"]}]}