{"query_echo":{"q":"","filters":{"analysis_type":["stakeholder analysis"]},"warnings":[]},"total":{"value":133,"relation":"eq"},"page":5,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=stakeholder+analysis&page=5","next":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=stakeholder+analysis&page=6","stability":"beta","ai_marking":{"digital_source_type":{"uri":"http://cv.iptc.org/newscodes/digitalsourcetype/trainedAlgorithmicMedia","name":"Created using Generative AI"},"notice":"Summary and key insights are generated using artificial intelligence."},"results":[{"id":"wwf-000778","url":"https://climateinsightsdirectory.org/document/wwf-000778","title":"Workshop Proceedings: Climate Scenarios for the Planning and Management of the Manuripi Reserve","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2017-10","source_url":"https://www.worldwildlife.org/documents/487/86lrja5yre_Workshop_Proceedings__Climate_Scenarios_for_the_Planning_and_Manage_tHg8Keu.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The workshop brought together institutional, academic, and local stakeholders to analyze climate risk scenarios for the Manuripi and Madre de Dios basins. Participants identified a high-risk scenario for the Cobija region involving a 3 °C temperature increase and a 30% reduction in precipitation, which could lead to a 70% to 90% drop in Brazil nut production. The proceedings outline proposed adaptation strategies, including environmental education, forest enrichment, and the diversification of non-timber forest products, to build resilience within the reserve's management plans.","ai_generated":true,"unit":"wwf-000778#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Manuripi National Wildlife Reserve covers 747,000 hectares in the Department of Pando, Bolivia, with 400,000 hectares dedicated to the production and harvest of the Brazil nut (Bertholletia excelsa).","ai_generated":true,"unit":"wwf-000778#insight-1","date_modified":"2026-10-23"},{"text":"Stakeholders identified severe potential impacts under the high-risk climate scenario, including a projected drop in Brazil nut production of between 70% and 90%, the loss of river navigation for at least six months, and an increase in forest fires and tropical diseases.","ai_generated":true,"unit":"wwf-000778#insight-2","date_modified":"2026-10-23"},{"text":"Current meteorological data shows a deficit in rainfall and increased evapotranspiration, which has prolonged dry periods in the Amazon regions of Bolivia and Brazil, contributing to increased forest fires and temperature rises.","ai_generated":true,"unit":"wwf-000778#insight-3","date_modified":"2026-10-23"},{"text":"Modeling of the potential distribution of the Brazil nut in Bolivia suggests a coverage of 84,000 km2 in the north, which is 16% less than the 100,000 km2 cited in historical data.","ai_generated":true,"unit":"wwf-000778#insight-4","date_modified":"2026-10-23"},{"text":"To counteract climate risks, the workshop proposed several strategic guidelines for the reserve's management plans, including the implementation of an Environmental Education Plan, a forest enrichment plan for Brazil nuts, and the diversification of wild non-timber forest products via Agroforestry Systems.","ai_generated":true,"unit":"wwf-000778#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change","climate change adaptation","climate resilience","agroforestry","forest fire","biodiversity conservation"],"geography_discussed":["Cobija","Brazil","Madre de Dios River"],"frame_perspective":[],"analysis_type":["workshop proceedings","climate modeling","stakeholder analysis"]},{"id":"cdkn-000984","url":"https://climateinsightsdirectory.org/document/cdkn-000984","title":"Raising risk awareness in East Africa and India: Stakeholder perspectives of extreme weather event attribution","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"report","language":"en","date_published":"2017-08-31","source_url":"https://cdkn.org/sites/default/files/files/Stakeholder-responses-to-extreme-events-WEB-final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the utility of extreme event attribution (EEA) through interviews with government officials and NGO representatives in Ethiopia, Kenya, and India. While generally viewed positively, the practical application of EEA varies by country and sector. In Ethiopia and Kenya, EEA is seen as a critical tool for securing international climate finance and improving drought early warning systems. In India, stakeholders expressed more skepticism, emphasizing the need for a 'critical mass' of studies to identify trends before the science can effectively influence national mitigation or adaptation agendas. Across all regions, significant barriers persist, including the high technical complexity of EEA outputs, a lack of predictive capacity for future events, and the need for down-scaled, non-technical communication to reach local communities and farmers.","ai_generated":true,"unit":"cdkn-000984#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In Ethiopia, EEA is highly valued by NGOs and government departments as a means to secure international funding, as it provides the necessary evidence to link community vulnerability to anthropogenic climate change for bodies like the Green Climate Fund.","ai_generated":true,"unit":"cdkn-000984#insight-1","date_modified":"2026-10-23"},{"text":"Stakeholders in Ethiopia and Kenya view EEA as a powerful tool for international climate negotiations, allowing them to argue that polluting developed nations have a responsibility to provide financial and technological assistance.","ai_generated":true,"unit":"cdkn-000984#insight-2","date_modified":"2026-10-23"},{"text":"In India, there is a perception that single-event attribution is insufficient for policy change; instead, a 'critical mass' of studies is required to identify statistically significant trends that can inform future predictions and adaptation investments.","ai_generated":true,"unit":"cdkn-000984#insight-3","date_modified":"2026-10-23"},{"text":"Across all three countries, a primary limitation of EEA is its lack of predictive capacity, with decision-makers expressing a stronger need for seasonal forecasts and information on the future frequency and intensity of events.","ai_generated":true,"unit":"cdkn-000984#insight-4","date_modified":"2026-10-23"},{"text":"There is a significant gap between the technical nature of EEA science and the needs of local communities, with a pressing requirement for information to be translated into simple, non-technical, and local languages.","ai_generated":true,"unit":"cdkn-000984#insight-5","date_modified":"2026-10-23"},{"text":"In Kenya, EEA is seen as a way to move away from 'siloed' and top-down disaster management toward a more integrated approach that coordinates responses across different ministries.","ai_generated":true,"unit":"cdkn-000984#insight-6","date_modified":"2026-10-23"},{"text":"Indian stakeholders highlighted that many disasters are driven more by poor management and development than by climate factors, and some suggested that framing climate risks in terms of economic gain or loss is more effective than using the term 'climate change'.","ai_generated":true,"unit":"cdkn-000984#insight-7","date_modified":"2026-10-23"},{"text":"The report identifies that the 'legitimacy' of EEA statements is currently the weakest of the three key criteria (salience, credibility, legitimacy) due to the complexity of graphical data and the use of overly technical language.","ai_generated":true,"unit":"cdkn-000984#insight-8","date_modified":"2026-10-23"}],"climate_tags":["extreme event attribution","Climate information service","climate finance","drought","heat wave","climate change adaptation","disaster risk reduction","loss and damage","climate change communication","early warning system","Green Climate Fund"],"geography_discussed":["Gujarat","Ahmedabad","Delhi"],"frame_perspective":[],"analysis_type":["stakeholder analysis","policy assessment","case study"]},{"id":"clipolin-000505","url":"https://climateinsightsdirectory.org/document/clipolin-000505","title":"EVOLUTION OF LAND RIGHTS IN RURAL BRAZIL","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"en","date_published":"2017-04","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2017/06/Evolution_of_Land_Rights_In_Rural_Brazil_CPI_FinalEN.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines Brazil's complex rural land tenure system, tracing its origins from colonial 'sesmarias' to the current framework. It highlights how institutional complexity, the lack of a unified land cadastre, and weak enforcement contribute to land conflicts, deforestation, and inefficient land use. The document evaluates current initiatives like the Terra Legal Program and the SIG-Fundiário system, concluding with recommendations to streamline regularization, centralize registries under the CNIR, and clarify the application of the Forest Code to collective lands.","ai_generated":true,"unit":"clipolin-000505#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Brazil ranks poorly in global property rights indices, placing 64th on the 2016 International Property Rights Index (IPRI) and 80th for secure property rights on the World Economic Forum’s Global Competitive Index.","ai_generated":true,"unit":"clipolin-000505#insight-1","date_modified":"2026-10-23"},{"text":"Insecure land rights lead to significant social and environmental consequences, including high rates of violence against land defenders and widespread deforestation, particularly in the Amazon.","ai_generated":true,"unit":"clipolin-000505#insight-2","date_modified":"2026-10-23"},{"text":"The Brazilian land governance system is characterized by extreme institutional complexity, with 11 different federal bodies sharing oversight of land rights and management.","ai_generated":true,"unit":"clipolin-000505#insight-3","date_modified":"2026-10-23"},{"text":"The absence of a unified, comprehensive rural land cadastre makes it impossible to determine the legal status of large portions of land; for example, 38% of the state of Pará has an unknown legal status.","ai_generated":true,"unit":"clipolin-000505#insight-4","date_modified":"2026-10-23"},{"text":"Land regularization processes are slow and bureaucratic, with some estimates suggesting it could take 900 years for INCRA to title all officially recognized quilombola communities at the current pace.","ai_generated":true,"unit":"clipolin-000505#insight-5","date_modified":"2026-10-23"},{"text":"The 2012 Forest Code's effectiveness is hindered by a lack of clarity regarding its application to collective properties, such as indigenous and quilombola lands, and the creation of the CAR cadastre without integration with other databases.","ai_generated":true,"unit":"clipolin-000505#insight-6","date_modified":"2026-10-23"},{"text":"The Terra Legal Program, launched in 2009 to regularize federal vacant lands in the Amazon, has significantly increased georeferencing from 4 million hectares in 2009 to nearly 35 million hectares by April 2016.","ai_generated":true,"unit":"clipolin-000505#insight-7","date_modified":"2026-10-23"},{"text":"The SIG-Fundiário system is a pilot project in six municipalities in Pará that integrates land, agricultural, and environmental information to help resolve conflicts, though it lacks the resources for state-wide expansion.","ai_generated":true,"unit":"clipolin-000505#insight-8","date_modified":"2026-10-23"},{"text":"Land grabbing (grilagem) remains a persistent issue; a 1999 INCRA study estimated 100 million hectares were under suspicion of illegal occupation nationwide.","ai_generated":true,"unit":"clipolin-000505#insight-9","date_modified":"2026-10-23"}],"climate_tags":["land tenure","land use","deforestation","climate change","food insecurity","land grabbing"],"geography_discussed":["Pará","Mato Grosso","Mato Grosso do Sul","Amazon rainforest"],"frame_perspective":[],"analysis_type":["policy analysis","historical analysis","stakeholder analysis"]},{"id":"cdkn-000537","url":"https://climateinsightsdirectory.org/document/cdkn-000537","title":"Research from India and Kenya - FULL REPORT 1","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"report","language":"en","date_published":"2017-03","source_url":"https://cdkn.org/sites/default/files/files/Communicating-extreme-weather-event-attribution-FULL-REPORT.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report evaluates how to communicate the link between anthropogenic climate change and extreme weather events, testing various phrasings for probability, frequency, intensity, and uncertainty. Findings indicate that while high-level decision makers often prefer technical percentages and 'probability' terms, the general public finds these confusing, preferring simpler terms like 'worse' or 'more often'. The study highlights significant translation challenges in Swahili and Hindi and recommends that attribution information be downscaled to high spatial resolutions and co-developed with local communication experts and trusted sources, such as national meteorological agencies.","ai_generated":true,"unit":"cdkn-000537#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"High-level decision makers and media in Kenya generally prefer percentage-based information and the term 'chance' to communicate probability, while the general public in Kenya finds probability concepts very difficult to understand.","ai_generated":true,"unit":"cdkn-000537#insight-1","date_modified":"2026-10-23"},{"text":"In India, high-level decision makers prefer the term 'probability' and the use of percentages, whereas the general public showed a preference for the term 'chance'.","ai_generated":true,"unit":"cdkn-000537#insight-2","date_modified":"2026-10-23"},{"text":"Regarding frequency, Kenyan high-level decision makers and media prefer the phrase 'twice as often', while the Indian public found statements using 'lifetime' measurements (e.g., twice in a lifetime now occur 4 times) easiest to understand.","ai_generated":true,"unit":"cdkn-000537#insight-3","date_modified":"2026-10-23"},{"text":"For intensity, 'severity' is the preferred term for high-level decision makers and media in both Kenya and India, but the Kenyan public prefers the simpler term 'worse'.","ai_generated":true,"unit":"cdkn-000537#insight-4","date_modified":"2026-10-23"},{"text":"Uncertainty information is generally viewed as confusing and unnecessary by the majority of stakeholders, particularly the public in Kenya, who may interpret statistical ranges as a lack of evidence or 'guesswork'.","ai_generated":true,"unit":"cdkn-000537#insight-5","date_modified":"2026-10-23"},{"text":"Simplified statements are consistently preferred over technical ones across all stakeholder groups in both countries, particularly for inconclusive results or events that were less severe than predicted.","ai_generated":true,"unit":"cdkn-000537#insight-6","date_modified":"2026-10-23"},{"text":"Visual communication is most effective when using location-specific photographs and 'before and after' comparisons; however, technical elements like confidence indicators and generic climate change icons are frequently found confusing or irrelevant.","ai_generated":true,"unit":"cdkn-000537#insight-7","date_modified":"2026-10-23"},{"text":"National meteorological agencies are the most trusted sources of climate information for high-level decision makers and media in both India and Kenya.","ai_generated":true,"unit":"cdkn-000537#insight-8","date_modified":"2026-10-23"},{"text":"Translation into local languages presents significant hurdles, as terms like 'probability', 'likelihood', and 'chance' often translate to the same word in Swahili, and 'frequency' is difficult to translate into Hindi.","ai_generated":true,"unit":"cdkn-000537#insight-9","date_modified":"2026-10-23"}],"climate_tags":["extreme event attribution","climate change communication","climate variability","climate change adaptation","disaster risk reduction","climate finance"],"geography_discussed":["Bihar","Uttar Pradesh","Kwale County","Turkana County"],"frame_perspective":[],"analysis_type":["comparative study","stakeholder analysis","qualitative research","quantitative research"]},{"id":"sei-000284","url":"https://climateinsightsdirectory.org/document/sei-000284","title":"To what extent are land resource managers preparing for high-end climate change in Scotland?","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2017-02-06","source_url":"https://www.sei.org/publications/to-what-extent-are-land-resource-managers-preparing-for-high-end-climate-change-in-scotland/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The research finds that land resource managers in Scotland do not directly account for high-end climate change (HECC) scenarios—defined as global temperature increases over 4°C—because they perceive these outcomes as having a low probability of occurrence. Instead, decision-makers prioritise incremental solutions driven by non-climate factors, which are often as or more important than climate change. While general climate uncertainty is not seen as a barrier, there is a stated need for more information regarding specific sectoral and cross-sectoral impacts under HECC scenarios.","ai_generated":true,"unit":"sei-000284#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Decision-makers do not integrate high-end climate change (HECC) scenarios—defined as global annual temperature increases exceeding 4°C—into their current adaptation actions because they view such scenarios as unlikely.","ai_generated":true,"unit":"sei-000284#insight-1","date_modified":"2026-10-23"},{"text":"Adaptation strategies currently favour incremental changes over transformative ones, with non-climate drivers frequently playing a role equal to or greater than climate change in the decision-making process.","ai_generated":true,"unit":"sei-000284#insight-2","date_modified":"2026-10-23"},{"text":"While stakeholders do not consider climate information uncertainty a major obstacle to decision-making, they express a need for more detailed data on how HECC scenarios specifically impact different sectors and cross-sectoral areas.","ai_generated":true,"unit":"sei-000284#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate information"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["stakeholder analysis"]},{"id":"cdkn-000494","url":"https://climateinsightsdirectory.org/document/cdkn-000494","title":"Innovative risk finance solutions: Insights for geothermal power development in Kenya and Ethiopia","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"research paper","language":"en","date_published":"2017-02","source_url":"https://cdkn.org/sites/default/files/files/CDKN_Parhelion_Working_Paper_Pr3.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper examines how insurance can mitigate high resource and drilling risks to attract private sector investment in geothermal energy, specifically focusing on capacity-building efforts in Kenya and Ethiopia.","ai_generated":true,"unit":"cdkn-000494#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Geothermal development faces significant financing barriers due to high field development costs and risks associated with resource exploration and drilling, which deter private sector investment.","ai_generated":true,"unit":"cdkn-000494#insight-1","date_modified":"2026-10-23"},{"text":"Insurance mechanisms can bridge the financing gap during the feasibility and development drilling stage, potentially offering a leverage ratio of up to 60:1 on public funds.","ai_generated":true,"unit":"cdkn-000494#insight-2","date_modified":"2026-10-23"},{"text":"In Kenya and Ethiopia, geothermal development is predominantly funded by the public sector, indicating a strong need to mobilise private finance to meet growth targets.","ai_generated":true,"unit":"cdkn-000494#insight-3","date_modified":"2026-10-23"},{"text":"Stakeholder consultations in Kenya and Ethiopia revealed a prior lack of understanding of geothermal risk mitigation instruments, but a strong interest from developers, local insurers, and commercial banks in adopting such products.","ai_generated":true,"unit":"cdkn-000494#insight-4","date_modified":"2026-10-23"},{"text":"Direct donor-funded projects often bypass domestic insurance industries, which prevents the transfer of skills and knowledge to the local economy.","ai_generated":true,"unit":"cdkn-000494#insight-5","date_modified":"2026-10-23"},{"text":"To scale up geothermal investment, international institutions should provide targeted technical assistance, use concessional finance to avoid market distortion, and employ insurance to target specific risks to crowd in private capital.","ai_generated":true,"unit":"cdkn-000494#insight-6","date_modified":"2026-10-23"}],"climate_tags":["geothermal power","climate finance","private investment","capacity building","renewable energy"],"geography_discussed":["World"],"frame_perspective":[],"analysis_type":["case study","stakeholder analysis"]},{"id":"sei-001114","url":"https://climateinsightsdirectory.org/document/sei-001114","title":"Energising Kenya's future","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"briefing","language":"en","date_published":"2017","source_url":"https://www.sei.org/wp-content/uploads/2018/03/180316c-soapbox-energy-pathways-kenya-1707a-pb-1803-13.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the trade-offs between low-carbon and high-carbon energy pathways in Kenya, highlighting the financial, regulatory, and social challenges of transitioning to renewable energy. It emphasizes the need for a balanced energy portfolio, the integration of decentralized power solutions, and the critical role of stakeholder engagement and transparent benefit-sharing to overcome public resistance to renewable energy projects.","ai_generated":true,"unit":"sei-001114#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Kenya's goal to reduce greenhouse gas emissions by 30% by 2030 relative to business-as-usual levels requires the energy sector to follow a low-carbon trajectory, which is complicated by the simultaneous goal of reaching middle-income status.","ai_generated":true,"unit":"sei-001114#insight-1","date_modified":"2026-10-23"},{"text":"The financial costs of transitioning to low-carbon technologies—including grid expansion, demand-side technologies, and transport fuel switching—are estimated to range between USD 5 billion and USD 30 billion.","ai_generated":true,"unit":"sei-001114#insight-2","date_modified":"2026-10-23"},{"text":"There is a tension between low-carbon pathways and the exploitation of domestic fossil fuels (coal and oil), as the latter are often more attractive to governments and industry for achieving rapid short-term economic growth.","ai_generated":true,"unit":"sei-001114#insight-3","date_modified":"2026-10-23"},{"text":"While the Last-Mile Connectivity Project increased electricity access from 27% to 60%, full national grid roll-out is considered economically unfeasible, necessitating a mix of centralized and decentralized (off-grid/mini-grid) solutions.","ai_generated":true,"unit":"sei-001114#insight-4","date_modified":"2026-10-23"},{"text":"Household cooking represents 72% of total final energy consumption as of 2014, creating a policy challenge between using imported fossil fuels like LPG, which is efficient and cleaner, and locally available but potentially unsustainable biomass and charcoal.","ai_generated":true,"unit":"sei-001114#insight-5","date_modified":"2026-10-23"},{"text":"Public opposition to renewable energy projects is often driven by land access disputes, perceived lack of local benefits (such as power being siphoned to the national grid), and distrust resulting from weak stakeholder involvement.","ai_generated":true,"unit":"sei-001114#insight-6","date_modified":"2026-10-23"}],"climate_tags":["Nationally Determined Contributions","greenhouse gas emissions","sustainable energy","geothermal energy","solar energy","wind power","bioenergy","distributed generation","Mini-grids","climate finance"],"geography_discussed":["Nairobi","Kisumu County"],"frame_perspective":[],"analysis_type":["policy analysis","scenario modelling","stakeholder analysis"]},{"id":"sei-001432","url":"https://climateinsightsdirectory.org/document/sei-001432","title":"Energy pathways for achieving Kenya\u0019s nationally determined contribution to global efforts to mitigate climate change","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"briefing","language":"en","date_published":"2017","source_url":"https://www.sei.org/mediamanager/documents/Publications/Kenya_Energy_Pathways_for_achieving_NDC.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the trade-offs between low-carbon and high-carbon energy pathways in Kenya, highlighting the financial, regulatory, and social challenges of transitioning to renewable energy. It emphasizes the need for a balanced energy portfolio, the importance of addressing household biomass consumption, and the critical role of community engagement and transparent benefit-sharing to avoid public opposition to renewable energy projects.","ai_generated":true,"unit":"sei-001432#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Kenya's goal to reduce greenhouse gas emissions by 30% by 2030 relative to business-as-usual levels requires the energy sector to follow a low-carbon trajectory, especially as the country aims to become a newly industrialized middle-income country by the same date.","ai_generated":true,"unit":"sei-001432#insight-1","date_modified":"2026-10-23"},{"text":"Transitioning to low-carbon energy systems involves significant financial costs, with estimated investments for grid expansion, high-efficiency technologies, and transport fuel switching ranging from USD 5 billion to USD 30 billion.","ai_generated":true,"unit":"sei-001432#insight-2","date_modified":"2026-10-23"},{"text":"There is a tension between low-carbon pathways and the growing exploitation of domestic coal and oil. While fossil fuels are often seen as more attractive for rapid short-term economic growth, they risk concentrating benefits in urban areas and creating long-term infrastructure lock-in.","ai_generated":true,"unit":"sei-001432#insight-3","date_modified":"2026-10-23"},{"text":"Achieving universal energy access requires both centralized and decentralized power, but decentralized solutions (like mini-grids) face greater challenges regarding business models, regulatory clarity, and higher perceived costs compared to the cross-subsidized national grid.","ai_generated":true,"unit":"sei-001432#insight-4","date_modified":"2026-10-23"},{"text":"Household cooking is a dominant energy consumer, accounting for 72% of total final energy consumption in 2014. The transition from biomass and charcoal to cleaner fuels like LPG is hindered by import dependence, costs, and cultural preferences regarding food flavor and cooking traditions.","ai_generated":true,"unit":"sei-001432#insight-5","date_modified":"2026-10-23"},{"text":"Renewable energy projects in Kenya face significant public opposition due to land access disputes, perceived lack of local benefits, and distrust. Effective mitigation requires early stakeholder engagement and transparent, co-designed benefit-sharing mechanisms.","ai_generated":true,"unit":"sei-001432#insight-6","date_modified":"2026-10-23"}],"climate_tags":["Nationally Determined Contributions","greenhouse gas emissions","sustainable energy","geothermal energy","solar energy","wind power","bioenergy","energy access","Mini-grids","Carbon lock-in"],"geography_discussed":["Nairobi","Marsabit County","Kisumu County"],"frame_perspective":[],"analysis_type":["policy assessment","scenario analysis","stakeholder analysis"]},{"id":"sei-002711","url":"https://climateinsightsdirectory.org/document/sei-002711","title":"No net loss of what, for whom?","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2016-10","source_url":"https://www.sei.org/mediamanager/documents/Publications/SEI-WP-2016-11-Nonetlosssm.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper examines the adoption of Biodiversity Offsetting in England, highlighting a significant gap between policy implementation and research on its impacts. Through stakeholder interviews, the authors identify critical failures in both ecological compensation—such as the oversimplification of biodiversity metrics—and social compensation, specifically the marginalization of local communities and the loss of public access to nature. The study argues that the current 'no net loss' framework is a normative construct that often fails to account for the irreplaceable nature of certain habitats and the distributive justice concerns of affected populations.","ai_generated":true,"unit":"sei-002711#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Stakeholders identified significant barriers to ecological compensation, including a lack of long-term monitoring and a failure in the planning system to protect biodiversity before site allocation.","ai_generated":true,"unit":"sei-002711#insight-1","date_modified":"2026-10-23"},{"text":"Environmental campaigners argue that Biodiversity Offsetting may undermine existing protections by creating ambiguity about what can be developed and by treating 'no net loss' as a weaker sustainability paradigm than 'no loss'.","ai_generated":true,"unit":"sei-002711#insight-2","date_modified":"2026-10-23"},{"text":"The 'Defra metric' used to calculate biodiversity units is criticized by academic researchers and local planning authorities for being too simplistic and lacking empirical evidence for its multipliers.","ai_generated":true,"unit":"sei-002711#insight-3","date_modified":"2026-10-23"},{"text":"There is a perceived conflict between the goals of biodiversity conservation and the provision of public access to green space, with some stakeholders arguing that social compensation is a major blind spot in the current framework.","ai_generated":true,"unit":"sei-002711#insight-4","date_modified":"2026-10-23"},{"text":"The study highlights a lack of social inclusion, noting that local communities are often marginalized in the design and delivery of offsets, while NGOs may be distanced from the communities they represent due to alliances with the private sector.","ai_generated":true,"unit":"sei-002711#insight-5","date_modified":"2026-10-23"},{"text":"Academic researchers argue that achieving 'no net loss' in ecological value does not guarantee 'no net loss' in distributive justice, as the benefits of nature may be lost to local people.","ai_generated":true,"unit":"sei-002711#insight-6","date_modified":"2026-10-23"},{"text":"The transition toward market-based conservation is viewed by some as a neoliberal rescaling of governance where the state withdraws funding and responsibility, expecting the private sector to fill the gap.","ai_generated":true,"unit":"sei-002711#insight-7","date_modified":"2026-10-23"},{"text":"Practical challenges in the US Mitigation Banking program, such as unsuccessful wetland restoration in Ohio and failure to build offset sites in Massachusetts, serve as warnings for the UK context.","ai_generated":true,"unit":"sei-002711#insight-8","date_modified":"2026-10-23"}],"climate_tags":["ecosystem service","environmental governance","land use"],"geography_discussed":["United Kingdom","United States","Ohio","Massachusetts","California","Germany"],"frame_perspective":[],"analysis_type":["stakeholder analysis","policy evaluation","qualitative research"]},{"id":"cdkn-000353","url":"https://climateinsightsdirectory.org/document/cdkn-000353","title":"AMAZONIA SECURITY AGENDA","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"policy brief","language":"en","date_published":"2016-07","source_url":"http://cdkn.org/wp-content/uploads/2016/08/Amazonia-regional-policy-coherence.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that current development and climate policies in Brazil, Colombia, and Peru often conflict, particularly where biofuel and hydropower expansion undermine forest conservation and water security. It advocates for a 'security agenda' based on the water-energy-food nexus to better manage resource trade-offs and improve coordination between national and subnational governments.","ai_generated":true,"unit":"cdkn-000353#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a significant contradiction between climate mitigation goals and the expansion of biofuels in the Amazon, as feedstock production often occurs at the expense of forests. In Peru, 72% of current oil palm expansion has resulted in the loss of forest ecosystems.","ai_generated":true,"unit":"cdkn-000353#insight-1","date_modified":"2026-10-23"},{"text":"The reliance on hydropower for renewable energy targets in Brazil and Peru creates local trade-offs that threaten water and food security. Hydroelectric dams are associated with increased forest access, migratory labour flows, and biodiversity loss, while flooding can displace communities.","ai_generated":true,"unit":"cdkn-000353#insight-2","date_modified":"2026-10-23"},{"text":"Agricultural expansion, particularly monocultures like soy and sugar cane, threatens long-term sustainability by increasing groundwater demands and displacing crops that support local food security. This is notably evident in Brazil's MaToPiBa region (Maranhão, Tocantins, Piauí, and Bahia).","ai_generated":true,"unit":"cdkn-000353#insight-3","date_modified":"2026-10-23"},{"text":"While national and subnational climate objectives are generally coherent, some subnational governments pursue development agendas that contradict national zero-deforestation goals. For example, the Loreto and Ucayali departments in Peru have intensified agribusiness and palm oil production.","ai_generated":true,"unit":"cdkn-000353#insight-4","date_modified":"2026-10-23"},{"text":"The soy moratorium in Brazil, implemented in 2006, is cited as a highly effective public-private initiative, reducing deforestation directly caused by soy cultivation in the Amazon to less than 1% of the total.","ai_generated":true,"unit":"cdkn-000353#insight-5","date_modified":"2026-10-23"},{"text":"Smallholders face significant barriers to adopting sustainable agricultural practices due to a lack of access to finance and technical support, as credit is often tied to farm size and land tenure certificates.","ai_generated":true,"unit":"cdkn-000353#insight-6","date_modified":"2026-10-23"}],"climate_tags":["deforestation","biofuel","hydropower","climate change mitigation","climate change adaptation","land-use planning","Reducing emissions from deforestation and forest degradation","sustainable agriculture","ecosystem service","Global supply chain governance","agroforestry"],"geography_discussed":["Acre","Ucayali Department","Loreto Department","Pará","Maranhão","Q43695","Piauí","Bahia","Caquetá Department","Putumayo Department"],"frame_perspective":[],"analysis_type":["policy coherence analysis","horizontal analysis","vertical analysis","stakeholder analysis"]},{"id":"sei-001357","url":"https://climateinsightsdirectory.org/document/sei-001357","title":"Slutrapportering to Riksbanken Jublieumsfond Project: CADWAGO - Climate change adaptation and water governance - reconciling food security, renewable energy and the provision of multiple ecosystem services","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2016-03","source_url":"https://www.sei.org/wp-content/uploads/2014/02/final-report-of-cadwago.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The CADWAGO project examined water governance transformations to enhance climate change adaptation. Key findings highlight that power imbalances and conflicts of interest often distort deliberative processes, while extreme climate events can act as catalysts for collaborative, non-neoliberal governance shifts. The project advocates for moving from a 'security' narrative of water—which it argues can amplify inequities—toward a 'water equity' narrative that empowers diverse stakeholder constellations.","ai_generated":true,"unit":"sei-001357#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Power dynamics and conflicts of interest act as significant barriers to equitable change in water governance. The project found that power can distort the outcomes of systemic and deliberative processes intended to resolve water governance controversies, leading to a lack of coherence between river basin management plans (RBMPs) under the EU Water Framework Directive and the actual priorities of stakeholders.","ai_generated":true,"unit":"sei-001357#insight-1","date_modified":"2026-10-23"},{"text":"Extreme climate events, such as floods and droughts, can trigger self-organized governance changes by bypassing existing bureaucratic routines. In case studies from Canada and Australia, these crises encouraged the emergence of collaborative, horizontal pathways and a preference for state or state-citizen hybrid governance models over dominant neo-liberal paradigms.","ai_generated":true,"unit":"sei-001357#insight-2","date_modified":"2026-10-23"},{"text":"The project utilized a co-production of knowledge approach through governance learning events, which fostered co-learning across the science-society interface and created lasting networks.","ai_generated":true,"unit":"sei-001357#insight-3","date_modified":"2026-10-23"},{"text":"The project identifies a trend toward the 'securitization' of climate change and water, where water is framed through a security narrative. The researchers argue this interest-centric approach ignores equity and power brokering, potentially reproducing existing inequities and increasing the risk of violent conflict.","ai_generated":true,"unit":"sei-001357#insight-4","date_modified":"2026-10-23"},{"text":"To resolve water dilemmas, the project proposes replacing the current water security narrative with a 'water equity' narrative. This approach embraces 'coexistence'—the presence of diverse and potentially irreconcilable governance pathways—to enhance adaptive capacity under uncertainty.","ai_generated":true,"unit":"sei-001357#insight-5","date_modified":"2026-10-23"}],"climate_tags":["water-management","climate change adaptation","water security","food security","renewable energy","ecosystem service","climate finance","drought"],"geography_discussed":["Canada","Australia","United Kingdom","European Union","Sweden","Italy","Netherlands"],"frame_perspective":[],"analysis_type":["case study","conceptual framework development","stakeholder analysis"]},{"id":"prio-001717","url":"https://climateinsightsdirectory.org/document/prio-001717","title":"PRIO POLICY BRIEF 25","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"policy brief","language":"pt","date_published":"2016","source_url":"https://cdn.cloud.prio.org/files/9c3dc879-c271-4427-a473-8a4ea6b597f4/Rustad Hoelscher - Apoio ao dialogo de diversas PRIO Policy Brief 26-2016.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the socio-economic and environmental dynamics in Barcarena, Pará, focusing on the role of extractive industries like Norsk Hydro. It highlights a significant power imbalance between industry/government and civil society, alongside widespread public distrust in local governance. The brief recommends strengthening the Intersectoral Dialogue Forum (IDF) by improving government transparency, requiring companies to set tangible community goals, and empowering civil society to ensure equitable sustainable development.","ai_generated":true,"unit":"prio-001717#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a profound lack of trust in the local government of Barcarena, with 90% of interviewees reporting little or very little confidence in the administration.","ai_generated":true,"unit":"prio-001717#insight-1","date_modified":"2026-10-23"},{"text":"Despite Barcarena having the third highest GDP per capita in the state of Pará, the region suffers from ongoing environmental damage, weak governance, and an inequitable distribution of economic benefits.","ai_generated":true,"unit":"prio-001717#insight-2","date_modified":"2026-10-23"},{"text":"A critical challenge to sustainable development is the power imbalance where civil society lacks influence compared to the local government and extractive industries such as Norsk Hydro.","ai_generated":true,"unit":"prio-001717#insight-3","date_modified":"2026-10-23"},{"text":"Extractive companies, specifically Hydro, are urged to move beyond mere participation in dialogue forums and instead establish tangible, measurable, and communicable goals to benefit the community.","ai_generated":true,"unit":"prio-001717#insight-4","date_modified":"2026-10-23"},{"text":"The local government needs to improve transparency, accountability, and the delivery of basic public services to regain community trust and effectively integrate local perspectives into policy creation.","ai_generated":true,"unit":"prio-001717#insight-5","date_modified":"2026-10-23"},{"text":"The Intersectoral Dialogue Forum (IDF) could be strengthened by creating a communication plan, partnering with local universities for technical support, and establishing a social fund financed by government and industry to support short-term civil society projects.","ai_generated":true,"unit":"prio-001717#insight-6","date_modified":"2026-10-23"}],"climate_tags":["extractive industry","sustainable development","environmental governance"],"geography_discussed":["Pará","Brazil","Belém"],"frame_perspective":[],"analysis_type":["impact assessment","stakeholder analysis","policy recommendation"]},{"id":"sei-001684","url":"https://climateinsightsdirectory.org/document/sei-001684","title":"Turning energy around: Coal and the German Energiewende","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"briefing","language":"en","date_published":"2016","source_url":"https://www.sei.org/mediamanager/documents/Publications/Climate/SEI-DB-2016-Energiewende-and-coal.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document assesses the progress of Germany's Energiewende, noting that while renewable energy shares have grown, coal still provided 42% of power production in 2015. It highlights the economic tension between the 'big four' utilities and decentralized renewables, the social and political challenges of phasing out hard coal and lignite, and the influence of industry unions in blocking a proposed climate levy on power plants in favor of a capacity reserve.","ai_generated":true,"unit":"sei-001684#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Germany's energy transition has seen significant progress in emissions and renewable adoption, but coal remains a dominant and stubborn part of the power mix. Between 2000 and 2014, emissions decreased by 13.5%, and the share of renewables in electricity consumption rose from 6.5% in 2000 to an estimated 32.6% in 2015. However, 42% of power production in 2015 still came from coal, and emissions from coal combustion actually rose by 4.7% from 2010 to 2013.","ai_generated":true,"unit":"sei-001684#insight-1","date_modified":"2026-10-23"},{"text":"The 'big four' utilities, which produce more than half of Germany's electricity, have faced financial losses due to the rise of decentralized renewables and low wholesale prices. RWE, for instance, reported a net loss of €200 million and asset impairments of €2.1 billion in 2014. These companies have largely maintained coal dominance because coal remains cheap and EU Emissions Trading System allowances are low, making gas-fired power less profitable.","ai_generated":true,"unit":"sei-001684#insight-2","date_modified":"2026-10-23"},{"text":"The 2016 amendment to the Renewable Energy Law (EEG) shifted support from feed-in tariffs to auctions, which may disadvantage small-scale citizen-led projects. While proponents argue this ensures grid stability and market exposure, critics suggest it benefits large utilities. New solar PV installations fell from 462.7 MW in January–May 2015 to 350.2 MW in the same period in 2016.","ai_generated":true,"unit":"sei-001684#insight-3","date_modified":"2026-10-23"},{"text":"Germany is phasing out hard coal subsidies by 2018, partly due to EU pressure and the fact that domestic hard coal production is nearly three times more expensive than imports. In contrast, lignite remains competitive and is exempt from royalties under the Federal Mining Act, which saved at least €279 million in 2010.","ai_generated":true,"unit":"sei-001684#insight-4","date_modified":"2026-10-23"},{"text":"Coal sector stakeholders successfully blocked a 2015 government proposal for a climate levy on polluting power plants by framing the debate around job losses and regional 'social blackout'. The levy was replaced by a plan to retire 2.7 GW of lignite-fired capacity in 2023, while keeping plants in a 'capacity reserve' to ensure energy security, a move viewed by critics as economically sub-optimal.","ai_generated":true,"unit":"sei-001684#insight-5","date_modified":"2026-10-23"},{"text":"The renewable energy sector has become a major economic force, employing significantly more people than the coal sector. In 2014, renewables employed about 355,000 people, including 130,500 in onshore wind and 48,600 in solar technologies, whereas industry estimates for the coal sector (hard coal and lignite) totaled 33,500 employees.","ai_generated":true,"unit":"sei-001684#insight-6","date_modified":"2026-10-23"}],"climate_tags":["energy transition","coal","renewable energy","photovoltaics","onshore wind farm","greenhouse gas emissions","energy efficiency","feed-in tariff","climate finance","European Union Emission Trading Scheme 1","energy security","just transition"],"geography_discussed":["Spain","Denmark","Rhineland","Lusatia","North Rhine-Westphalia","Brandenburg"],"frame_perspective":[],"analysis_type":["policy analysis","economic assessment","stakeholder analysis"]},{"id":"sei-002391","url":"https://climateinsightsdirectory.org/document/sei-002391","title":"climate change adaptation in swedish forestry: driving forces, risks and opportunities","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2016","source_url":"https://www.sei.org/mediamanager/documents/Publications/Climate/MSW-2016-07-Climate-adaptation-Swedish-forestry.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines how stakeholders in Swedish forestry perceive climate change risks and opportunities. It finds that while some anticipate increased growth, others fear storm damage and pests. Adaptation is driven by personal experience of extreme weather and trust in advisers, but hindered by distrust of climate science and conflicting views on effective management strategies. The document emphasizes the need for user-oriented, interactive communication between researchers and practitioners to foster adaptation.","ai_generated":true,"unit":"sei-002391#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Forest owners and forestry advisers have mixed perceptions of climate change; at least one-third believe it poses serious risks, while more than one-fourth believe it will have a positive effect on Swedish forestry.","ai_generated":true,"unit":"sei-002391#insight-1","date_modified":"2026-10-23"},{"text":"Positive expectations include increased forest growth and new markets for forest products driven by efforts to reduce fossil emissions, while risks include changed precipitation, storm damages, insects, pests, and spring frosts.","ai_generated":true,"unit":"sei-002391#insight-2","date_modified":"2026-10-23"},{"text":"Personal experience with extreme weather events, such as the storms Gudrun and Per, significantly increases risk awareness and the willingness of forest owners to implement adaptation measures.","ai_generated":true,"unit":"sei-002391#insight-3","date_modified":"2026-10-23"},{"text":"There is a notable gap between forest owners and forestry advisers regarding the effectiveness of specific adaptation measures; for instance, over 40% of owners view avoiding clear-cutting as effective, compared to only 17% of advisers.","ai_generated":true,"unit":"sei-002391#insight-4","date_modified":"2026-10-23"},{"text":"Distrust of climate science, rooted in past experiences such as the acidification debate of the 1980s, acts as a barrier to adaptation that is difficult to overcome through standard education.","ai_generated":true,"unit":"sei-002391#insight-5","date_modified":"2026-10-23"},{"text":"Forestry advisers are critical intermediaries for disseminating research, though many forest owners still rely primarily on journals, radio, and newspapers for climate change information.","ai_generated":true,"unit":"sei-002391#insight-6","date_modified":"2026-10-23"},{"text":"The Swedish forestry industry may face indirect climate risks through its global markets, such as vulnerability in North Africa and the Middle East, or competition with North American suppliers affected by climate-linked insect attacks.","ai_generated":true,"unit":"sei-002391#insight-7","date_modified":"2026-10-23"},{"text":"Effective climate communication must be relevant, credible, and legitimate, avoiding alarming messages that can lead recipients to feel powerless or deny risks.","ai_generated":true,"unit":"sei-002391#insight-8","date_modified":"2026-10-23"},{"text":"National adaptation policy in Sweden was significantly accelerated after the 2005 storm Gudrun, leading to the 2009 Climate and Energy Bill which assigned coordinating roles to County Administrative Boards.","ai_generated":true,"unit":"sei-002391#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","forestry","forest management","biodiversity","extreme weather event","bioenergy","climate policy"],"geography_discussed":["Kronoberg County","Västerbotten County","Skåne County","Jämtland County","Gävleborg County","North Africa","Middle East","Canada","United States","Japan","People's Republic of China"],"frame_perspective":[],"analysis_type":["social science","stakeholder analysis","policy assessment"]},{"id":"sei-002574","url":"https://climateinsightsdirectory.org/document/sei-002574","title":"Mobilizing private finance: Unlocking the potential of Rwanda\u0011 businesses to drive climate change adaptation","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"policy brief","language":"en","date_published":"2016","source_url":"https://www.sei.org/mediamanager/documents/Publications/SEI-PB-2016-Rwanda-private-climate-finance.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the gap between Rwanda's policy ambitions and the actual mobilization of private finance for climate adaptation. While Rwanda has strong governance and strategic frameworks like Vision 2020 and the Green Growth and Climate Resilience National Strategy, private investment in adaptation remains low due to high credit costs, low awareness of climate risks, and a reliance on public funding and aid. The brief argues that foreign direct investment is unlikely to drive adaptation and that the focus should instead shift toward empowering Rwandan small and medium enterprises through risk-sharing, capacity-building, and integrating adaptation as a co-benefit of broader development projects.","ai_generated":true,"unit":"sei-002574#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Rwanda has established high-level policy frameworks to encourage private investment in climate activities, but these have not yet resulted in a functional enabling environment for adaptation.","ai_generated":true,"unit":"sei-002574#insight-1","date_modified":"2026-10-23"},{"text":"Private climate finance for adaptation is currently minimal, hindered by a lack of awareness among businesses regarding both the risks of climate change and the potential business opportunities in adaptation.","ai_generated":true,"unit":"sei-002574#insight-2","date_modified":"2026-10-23"},{"text":"Foreign direct investment (FDI) is not a viable primary driver for climate adaptation in Rwanda, as it represents only 4% of GDP as of 2015 and is concentrated in mining, ICT, and large infrastructure.","ai_generated":true,"unit":"sei-002574#insight-3","date_modified":"2026-10-23"},{"text":"The Rwandan business community, primarily composed of small and medium enterprises (SMEs), faces significant financial barriers, including interest rates reaching up to 20% and high transaction costs.","ai_generated":true,"unit":"sei-002574#insight-4","date_modified":"2026-10-23"},{"text":"The national Green Fund (FONERWA) is a major climate investment tool in Africa, but it remains biased toward public finance and mitigation; while 37% of its projects are managed by the private sector, there is little direct mobilization of private funds.","ai_generated":true,"unit":"sei-002574#insight-5","date_modified":"2026-10-23"},{"text":"Climate change impacts are projected to cost Rwanda 1% of its GDP by 2030, with adaptation needs estimated between US$50 million and US$300 million annually, potentially exceeding US$600 million if social protection is included.","ai_generated":true,"unit":"sei-002574#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","private investment","climate finance","green growth","maladaptation","risk reduction","public–private partnership","Climate-smart agriculture","energy efficiency"],"geography_discussed":["Africa"],"frame_perspective":[],"analysis_type":["policy assessment","stakeholder analysis"]},{"id":"sei-001771","url":"https://climateinsightsdirectory.org/document/sei-001771","title":"Managing a living cultural landscape: lessons and insights from the subaks of Bali, a UNESCO World Heritage Site","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"policy brief","language":"en","date_published":"2015","source_url":"https://www.sei.org/mediamanager/documents/Publications/SEI-PB-2015-Bali-cultural-landscape.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the challenges facing the subaks of Bali—traditional farmers' organizations managing irrigation and water temples—following the 2012 UNESCO World Heritage Site inscription. It highlights a disconnect between the initial nomination vision and the actual implementation, which has been hindered by bureaucratic hurdles and the exclusion of key local stakeholders. The brief identifies critical threats to the landscape's viability, including the high cost of rituals, water scarcity, land conversion driven by high taxes, and a shift toward intensive farming. It argues that the existing democratic governance of the subaks, exemplified by the Forum Pekaseh Catur Angga Batukaru, provides a foundation for a successful farmer-led management system. The author recommends implementing the UNESCO-approved management plan, establishing a comprehensive regency-level management body, and meaningfully engaging subak leaders to ensure the long-term preservation of the living cultural landscape.","ai_generated":true,"unit":"sei-001771#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The implementation of the World Heritage Site has been hindered by a lack of continuity between the nomination team and the Governing Assembly, as well as the exclusion of critical local figures such as the king of Tabanan, the high priest of Batukaru, and subak leaders (pekasehs).","ai_generated":true,"unit":"sei-001771#insight-1","date_modified":"2026-10-23"},{"text":"Subaks face significant economic and social pressures, including the high cost of essential rituals, high land taxes that encourage land conversion, and a declining interest in farming among the youth who prefer tourism jobs.","ai_generated":true,"unit":"sei-001771#insight-2","date_modified":"2026-10-23"},{"text":"There is a shift from traditional rice varieties (padi lokal) to new varieties (padi baru) because the latter have shorter growing seasons and require fewer expensive rituals, while technical support for traditional organic cultivation remains limited.","ai_generated":true,"unit":"sei-001771#insight-3","date_modified":"2026-10-23"},{"text":"While tourism supports the economy, its rapid growth since the UNESCO inscription has increased traffic, garbage, and water demand, potentially altering the landscape if not managed carefully.","ai_generated":true,"unit":"sei-001771#insight-4","date_modified":"2026-10-23"},{"text":"The subaks possess the necessary governance capacity for site management through their traditional deliberative practices and the creation of the Forum Pekaseh Catur Angga Batukaru.","ai_generated":true,"unit":"sei-001771#insight-5","date_modified":"2026-10-23"}],"climate_tags":["organic agriculture","water management","sustainable tourism","ecosystem service"],"geography_discussed":["Indonesia","Tabanan","Jatiluwih","Rejasa","Sangketan","Wongaya Gede"],"frame_perspective":[],"analysis_type":["policy assessment","stakeholder analysis","socio-economic impact analysis"]},{"id":"sei-001838","url":"https://climateinsightsdirectory.org/document/sei-001838","title":"Climate change adaptation in Swedish forestry: Driving forces, risks and opportunities","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"briefing","language":"en","date_published":"2015","source_url":"https://www.sei.org/mediamanager/documents/Publications/Climate/SEI-RSB-2015-Mistra-SWECIA-Adaptation-forestry.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the drivers and barriers to climate change adaptation in the Swedish forestry sector, emphasizing that social and cultural factors are as critical as scientific data. While forest owners recognize increasing productivity and risks from extreme weather, many adopt a \"wait and see\" approach due to the gradual nature of climate change and distrust of scientific communication. The research highlights the importance of social networks, the role of indirect global climate impacts on export markets, and the need for relevant, credible, and legitimate science communication to foster proactive adaptation.","ai_generated":true,"unit":"sei-001838#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Effective adaptation in Swedish forestry requires integrating climate concerns into broader forest operations rather than treating them in isolation, as owners must balance climate risks against costs, profits, biodiversity, and social values.","ai_generated":true,"unit":"sei-001838#insight-1","date_modified":"2026-10-23"},{"text":"Forest owners generally perceive climate change as a gradual process, leading to a \"wait and see\" attitude and a belief that they can adapt over time, particularly as productivity increases.","ai_generated":true,"unit":"sei-001838#insight-2","date_modified":"2026-10-23"},{"text":"Significant barriers to adaptation include disagreements between forest owners and advisers on effective management methods (such as clear-cutting) and a lack of confidence in climate science rooted in past experiences.","ai_generated":true,"unit":"sei-001838#insight-3","date_modified":"2026-10-23"},{"text":"Personal experience with extreme weather events, such as the storms Gudrun (2005) and Per (2007), increases awareness of climate risks and the willingness to implement adaptation measures.","ai_generated":true,"unit":"sei-001838#insight-4","date_modified":"2026-10-23"},{"text":"Swedish forestry is highly vulnerable to indirect climate impacts via four pathways: trade flows (due to high export dependence), biophysical flows (migration of pests/species), financial flows (investor assessments), and people (migration and tourism).","ai_generated":true,"unit":"sei-001838#insight-5","date_modified":"2026-10-23"},{"text":"Social network analysis shows that forest owners rely most on family, co-owners, and neighbours for decision-making, while forestry authorities and scientists are perceived as less important despite their role in disseminating knowledge.","ai_generated":true,"unit":"sei-001838#insight-6","date_modified":"2026-10-23"},{"text":"Science communication is most effective when it meets three criteria: relevance (connected to local needs), credibility (accurate and transparent), and legitimacy (developed through participatory processes).","ai_generated":true,"unit":"sei-001838#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","forestry","extreme weather event","forest fire","biodiversity","bioenergy","climate finance"],"geography_discussed":["Kronoberg County","Germany","Portugal","Japan","People's Republic of China","Canada","United States"],"frame_perspective":[],"analysis_type":["synthesis","social science analysis","stakeholder analysis"]},{"id":"iisd-002316","url":"https://climateinsightsdirectory.org/document/iisd-002316","title":"Promoting an Integrated Approach to Climate Adaptation: Lessons from the coffee value chain in Uganda","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"briefing","language":"en","date_published":"2014-02","source_url":"https://www.iisd.org/system/files/publications/value_chains_coffee_uganda_briefing_note.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes how climate hazards like drought and floods affect all actors in Uganda's coffee value chain, from farmers to exporters. It finds that while adaptation efforts exist, they are often uncoordinated, unsustainable, and hindered by a lack of trust and communication between stakeholders. The report highlights a critical gap in agricultural financing and recommends improving networking, developing flexible financial products, and investing in climate-resilient infrastructure to enhance the sector's resilience.","ai_generated":true,"unit":"iisd-002316#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate hazards, specifically drought, floods, and changing rainfall patterns, negatively impact every actor in the coffee value chain. These hazards cause physiological disruptions to coffee trees, increase pests and diseases, damage seedlings, disrupt bean-drying, and destroy processing and transport infrastructure. Indirectly, they raise costs for human labor at the production level, increase equipment breakdown at the transformation level due to high bean moisture, and increase vehicle repair costs for distribution due to road deterioration.","ai_generated":true,"unit":"iisd-002316#insight-1","date_modified":"2026-10-23"},{"text":"Vulnerability to climate hazards is most concentrated at the production end of the value chain. Coffee farmers and processors are generally more vulnerable than traders, middlemen, and exporters due to limited diversification capacity, weak organizational capacity, and a policy environment where losses are often passed down to farmers through lower bean prices.","ai_generated":true,"unit":"iisd-002316#insight-2","date_modified":"2026-10-23"},{"text":"Existing risk management responses are often uncoordinated and unsustainable. Some actors engage in malpractices to compensate for climate-driven losses, such as farmers using expired inputs for quick cash, traders using inaccurate scales or adding foreign objects to coffee, and processors smuggling coffee from neighboring countries to maintain quality and quantity.","ai_generated":true,"unit":"iisd-002316#insight-3","date_modified":"2026-10-23"},{"text":"A significant lack of communication and trust between value chain actors hampers effective climate adaptation. The chain is fragmented by many intermediaries, leading to mutual distrust; for example, farmers blame input suppliers for adulterated chemicals, while exporters attribute low coffee quality to a lack of ethics and discipline among other actors.","ai_generated":true,"unit":"iisd-002316#insight-4","date_modified":"2026-10-23"},{"text":"Limited access to agricultural finance is a cross-cutting barrier that exacerbates climate impacts. Total agriculture lending by regulated financial and microfinance institutions declined by 21.6% between 2007 and 2010. Farmers face prohibitively high loan interest rates between 12% and 36%, while processors and exporters struggle with a lack of start-up capital and insurance for infrastructure damage.","ai_generated":true,"unit":"iisd-002316#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate risk management","smallholder"],"geography_discussed":["Rakai District","Kampala"],"frame_perspective":[],"analysis_type":["case study","policy analysis","stakeholder analysis"]},{"id":"cdkn-000857","url":"https://climateinsightsdirectory.org/document/cdkn-000857","title":"Identifying and lifting climate adaptation barriers in Mauritius using a participatory approach","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"research paper","language":"en","date_published":"2014","source_url":"http://cdkn.org/wp-content/uploads/2017/02/Working-Paper-Identifying-and-lifting-climate-adaptation-barriers-in-Mauritius-using-a-participatory-approach.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper describes a participatory approach using stakeholder mapping and 'barrier cards' to bridge the gap between national climate policies and local implementation in Mauritius. Findings reveal a strong predominance of national government in adaptation planning, with local actors often excluded from information and action flows. In the agriculture sector, the primary barrier is a lack of climate vulnerability data, while the fisheries sector faces institutional barriers related to a lack of accountability. The authors argue that prioritizing 'surmountable' barriers—those addressable with existing national capacities—is the most effective way to build climate resilience.","ai_generated":true,"unit":"cdkn-000857#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The participatory methodology in Mauritius revealed that national government and national organisations dominate the planning and implementation of climate adaptation, while local actors remain limited in their inclusion.","ai_generated":true,"unit":"cdkn-000857#insight-1","date_modified":"2026-10-23"},{"text":"In the agriculture sector, the primary barrier to local adaptation is a lack of knowledge, evidence, and data regarding climate change vulnerability impacts, driven by perceptions of uncertain scientific data and a lack of expertise for long-term planning.","ai_generated":true,"unit":"cdkn-000857#insight-2","date_modified":"2026-10-23"},{"text":"In the fisheries sector, the main barrier to adaptation is institutional, specifically a lack of accountability in the implementation process, caused by factors such as short-term planning and a lack of direct contact between federal and local governments.","ai_generated":true,"unit":"cdkn-000857#insight-3","date_modified":"2026-10-23"},{"text":"Funding for climate adaptation in Mauritius is heavily concentrated at the national level, primarily flowing from international donors through the Ministry of Finance and Economic Empowerment to national ministries and research institutions.","ai_generated":true,"unit":"cdkn-000857#insight-4","date_modified":"2026-10-23"},{"text":"Information flows differ significantly by sector: the fisheries sector shows well-connected local communities, whereas the agriculture sector's local farmers are relatively isolated and lack direct information links from national research or meteorological bodies.","ai_generated":true,"unit":"cdkn-000857#insight-5","date_modified":"2026-10-23"},{"text":"The authors suggest that 'surmountable' barriers, such as the data gaps in agriculture, should be prioritised for 'easy wins' using existing national capacities before addressing more deeply rooted institutional barriers.","ai_generated":true,"unit":"cdkn-000857#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","agriculture","climate finance","vulnerability assessment","Small Island Developing States","governance"],"geography_discussed":["Jamaica","Seychelles","Saint Lucia"],"frame_perspective":[],"analysis_type":["case study","stakeholder analysis"]},{"id":"cdkn-000859","url":"https://climateinsightsdirectory.org/document/cdkn-000859","title":"Identifying and lifting climate adaptation barriers in St Lucia using a participatory approach","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"research paper","language":"en","date_published":"2014","source_url":"http://cdkn.org/wp-content/uploads/2017/02/Working-Paper-Identifying-and-lifting-climate-adaptation-barriers-in-St-Lucia-using-a-participatory-approach.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document details a participatory approach using stakeholder mapping and 'barrier cards' to identify obstacles to climate adaptation in St Lucia. Findings reveal a top-down governance structure where national ministries hold primary influence and funding, while local actors remain largely excluded from planning and implementation. Key barriers identified include poor national land use planning and conflicting stakeholder values, both driven by a lack of long-term political vision. The paper argues for the development of a comprehensive national land use management plan and the mainstreaming of climate considerations into local policies to build resilience.","ai_generated":true,"unit":"cdkn-000859#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The participatory methodology revealed that climate adaptation planning in St Lucia is dominated by national government and agencies, with local actors having limited involvement in planning or implementation.","ai_generated":true,"unit":"cdkn-000859#insight-1","date_modified":"2026-10-23"},{"text":"Across the agriculture, fisheries, and tourism sectors, land use tenure and national land use planning emerged as critical barriers to adaptation.","ai_generated":true,"unit":"cdkn-000859#insight-2","date_modified":"2026-10-23"},{"text":"The study identified three specific adaptation barriers: two related to policy and one based on culture, specifically 'Conflicting values and preferences from stakeholders involved that do not allow for consensus or agreement'.","ai_generated":true,"unit":"cdkn-000859#insight-3","date_modified":"2026-10-23"},{"text":"A recurring cause for adaptation barriers across all sectors is the absence of long-term planning, attributed to short political cycles and a reluctance to make long-term decisions.","ai_generated":true,"unit":"cdkn-000859#insight-4","date_modified":"2026-10-23"},{"text":"Funding for climate adaptation is primarily sourced from international donor agencies and is concentrated at the national level, with very little reaching local actors.","ai_generated":true,"unit":"cdkn-000859#insight-5","date_modified":"2026-10-23"},{"text":"Proposed practical actions to lift these barriers include creating a comprehensive national land use management plan and integrating climate change considerations into local policies and existing activities.","ai_generated":true,"unit":"cdkn-000859#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","land-use planning","land tenure","climate finance","Small Island Developing States","agriculture","tourism industry","governance"],"geography_discussed":["Jamaica","Mauritius","Seychelles"],"frame_perspective":[],"analysis_type":["case study","stakeholder analysis"]}]}