{"query_echo":{"q":"","filters":{"organization":["Stockholm Environment Institute"]},"warnings":[]},"total":{"value":2826,"relation":"eq"},"page":49,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?organization=stockholm-environment-institute&page=49","next":"https://climateinsightsdirectory.org/api/v1/search?organization=stockholm-environment-institute&page=50","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-000529","url":"https://climateinsightsdirectory.org/document/sei-000529","title":"Assessing future cross-border climate impacts: Shared Socioeconomic Pathways","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2021-04-28","source_url":"https://www.sei.org/publications/assessing-future-cross-border-climate-impacts-shared-socioeconomic-pathways/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The paper addresses a research gap in climate impact studies by moving beyond static, national-boundary-focused assessments to a futures-oriented framework for cross-border impacts. By combining global Shared Socioeconomic Pathways (SSPs) with local drivers in a co-production process with stakeholders, the authors created \"extended SSPs\" to identify how climate impacts transmit across borders into Kenya and to explore adaptation activities to mitigate these global flows.","ai_generated":true,"unit":"sei-000529#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Traditional climate impact, adaptation, and vulnerability research has generally failed to account for the transmission of impacts from one location to another, often focusing on specific administrative boundaries or sectoral contexts.","ai_generated":true,"unit":"sei-000529#insight-1","date_modified":"2026-10-23"},{"text":"The authors developed a framework for studying future cross-border climate impacts in Kenya by creating \"extended SSPs,\" which integrate global Shared Socioeconomic Pathways as top-down boundary conditions with bottom-up local drivers of vulnerability.","ai_generated":true,"unit":"sei-000529#insight-2","date_modified":"2026-10-23"},{"text":"The use of extended SSPs and the identification of future cross-border impacts facilitated a participatory co-production process to evaluate adaptation options aimed at mitigating impacts generated from global flows.","ai_generated":true,"unit":"sei-000529#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","vulnerability assessment"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["framework development","case study"]},{"id":"sei-000757","url":"https://climateinsightsdirectory.org/document/sei-000757","title":"Sustainability technologies for resource recovery in the Baltic Sea","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2021-04-26","source_url":"https://www.sei.org/publications/sustainability-technologies-resource-recovery-baltic-sea/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The study employs multi-criteria analysis and stakeholder workshops to evaluate resource recovery systems in the Fyriså river catchment (Sweden) and Słupia river catchment (Poland). While the technical systems were similar across both sites, the preferred alternatives differed: source-separation was preferred in Fyris, while a large redesign with ammonia stripping was preferred in Słupia. In both cases, the most expensive systems achieved the highest sustainability scores, suggesting significant potential benefits from enhanced resource recovery despite higher costs.","ai_generated":true,"unit":"sei-000757#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The preferred technical system for resource recovery varied by location: in the Fyriså river catchment, source-separation was the preferred alternative, whereas in the Słupia river catchment, a large redesign of wastewater treatment followed by ammonia stripping of the reject water was preferred.","ai_generated":true,"unit":"sei-000757#insight-1","date_modified":"2026-10-23"},{"text":"In both the Swedish and Polish case studies, the systems with the highest costs were rated as the most sustainable, highlighting the potential benefits of improving resource recovery from domestic wastewater.","ai_generated":true,"unit":"sei-000757#insight-2","date_modified":"2026-10-23"},{"text":"Stakeholders involved in the assessment did not prioritize technical performance over other sustainability criteria, contrasting with the general trend in resource recovery research which focuses primarily on technical aspects.","ai_generated":true,"unit":"sei-000757#insight-3","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Fyriså river catchment","Słupia river catchment"],"frame_perspective":[],"analysis_type":["case study","multi-criteria analysis"]},{"id":"sei-000547","url":"https://climateinsightsdirectory.org/document/sei-000547","title":"The Role of Fossil Fuel Subsidies in Preventing Action on the Climate Crisis","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"statement","language":"en","date_published":"2021-04-22","source_url":"https://www.sei.org/features/fossil-fuel-subsidies-hearing/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The testimony argues that US fossil fuel subsidies primarily increase excess profits rather than creating jobs, undermine global climate goals, and contribute to public health crises and environmental inequalities.","ai_generated":true,"unit":"sei-000547#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Fossil fuel subsidies in the US are an inefficient tool for economic support because the vast majority of their value benefits oil and gas wells that are already profitable and would be developed without assistance. Research indicates that more than 96% of subsidy value goes toward excess profits beyond the minimum investment requirements, meaning they do not significantly contribute to job creation.","ai_generated":true,"unit":"sei-000547#insight-1","date_modified":"2026-10-23"},{"text":"Subsidies undermine climate goals by increasing greenhouse gas emissions during periods of low oil and gas prices and by sending a symbolic signal to other nations that the US is not committed to climate action. This contradicts a 2016 commitment made by the US and other G7 governments in Japan to eliminate fossil fuel subsidies by 2025.","ai_generated":true,"unit":"sei-000547#insight-2","date_modified":"2026-10-23"},{"text":"Fossil fuel subsidies indirectly cause air and water pollution that harms community health. In Appalachia, the cumulative health damages from the shale gas boom exceed the employment benefits. In Texas's Eagle Ford basin, the practice of burning off waste natural gas releases toxic and carcinogenic compounds, which occurs more frequently in Hispanic neighborhoods than in non-Hispanic ones.","ai_generated":true,"unit":"sei-000547#insight-3","date_modified":"2026-10-23"},{"text":"Subsidies take various forms beyond direct payments, including tax code provisions like the percentage depletion allowance and the intangible drilling cost provision. Additionally, inadequate fees for retiring oil and gas wells have created a clean-up liability totaling hundreds of billions of dollars that may be borne by the public.","ai_generated":true,"unit":"sei-000547#insight-4","date_modified":"2026-10-23"}],"climate_tags":["fossil fuel subsidy","greenhouse gas emissions","energy transition","air pollution","water pollution","environmental justice","tax policy"],"geography_discussed":["Appalachia","Texas","Japan"],"frame_perspective":[],"analysis_type":["policy analysis","economic analysis"]},{"id":"sei-000895","url":"https://climateinsightsdirectory.org/document/sei-000895","title":"Integrating user experiences into mini-grid business model design in rural Tanzania","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2021-04-15","source_url":"https://www.sei.org/publications/integrating-user-experiences-into-mini-grid-business-model-design-in-rural-tanzania/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The research utilizes user journey mapping to analyze the experiences of household and business users of a 6 kW solar PV mini-grid in northwestern Tanzania. The study concludes that a single value proposition is insufficient for diverse user groups and emphasizes the importance of expectation management and continuous engagement to prevent service disuse or 'energy stacking'.","ai_generated":true,"unit":"sei-000895#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Providing for both household and business users necessitates multiple value propositions from the mini-grid developer rather than a single one.","ai_generated":true,"unit":"sei-000895#insight-1","date_modified":"2026-10-23"},{"text":"Managing user expectations is essential to prevent dissatisfaction and disappointment once the mini-grid becomes operational.","ai_generated":true,"unit":"sei-000895#insight-2","date_modified":"2026-10-23"},{"text":"Ongoing engagement to enhance user experience following the initial connection can reduce the risks of 'energy stacking' or the disuse of the service.","ai_generated":true,"unit":"sei-000895#insight-3","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","Mini-grids","photovoltaics","energy access"],"geography_discussed":["Africa"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"sei-001069","url":"https://climateinsightsdirectory.org/document/sei-001069","title":"Games for Building Climate Resilience in Thailand","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2021-04-15","source_url":"https://www.sei.org/publications/games-for-building-climate-resilience-in-thailand/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 'Kin Dee You Dee' toolkit uses three sets of serious games to build climate resilience in urban low-income communities. The process moves from creating awareness of resilience concepts to mapping assets and risks, and finally developing strategic response plans. Applied in the Bangkok Metropolitan Region and Udon Thani province, the toolkit is concluded to be a useful instrument for policymakers and stakeholders to increase community engagement and disaster risk awareness.","ai_generated":true,"unit":"sei-001069#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The 'Kin Dee You Dee' toolkit consists of three stages: first, creating awareness of resilience concepts; second, mapping individual and community assets and identifying associated risks; and third, reflecting on threats to create a strategic response plan.","ai_generated":true,"unit":"sei-001069#insight-1","date_modified":"2026-10-23"},{"text":"The toolkit was applied in the Udon Thani province and the Bangkok Metropolitan Region, both of which are identified as areas with high exposure to climate risks, to test its ability to enhance disaster risk awareness and community participation.","ai_generated":true,"unit":"sei-001069#insight-2","date_modified":"2026-10-23"},{"text":"The study concludes that the toolkit is an effective resource for stakeholders and policymakers involved in city development to engage with communities and improve their awareness of risks.","ai_generated":true,"unit":"sei-001069#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate resilience","community engagement","urban planning"],"geography_discussed":["Bangkok Metropolitan Region","Udon Thani"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"sei-000342","url":"https://climateinsightsdirectory.org/document/sei-000342","title":"Future fishery conflict narrative scenarios","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2021-04-12","source_url":"https://www.sei.org/publications/future-fishery-conflict-narrative-scenarios/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document presents four science-based narrative scenarios for fishery conflicts occurring between 2030 and 2060. These scenarios are designed to address a gap in existing projections by incorporating broader societal trends alongside environmental stressors like climate change and overfishing. The scenarios focus on the North-East Atlantic, the East China Sea, the coast of West Africa, and the Arctic, serving as tools to enhance anticipatory governance for ocean security.","ai_generated":true,"unit":"sei-000342#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Current projections of fishery conflict fail to account for broader economic, social, or political trends, despite evidence that climate change and overfishing increase conflict likelihood.","ai_generated":true,"unit":"sei-000342#insight-1","date_modified":"2026-10-23"},{"text":"The paper establishes four specific regional conflict scenarios for the period 2030-2060: 'scramble for the Atlantic' in the North-East Atlantic, 'the remodeled empire' in the East China Sea, 'oceanic decolonization' off the coast of West Africa, and 'polar renaissance' in the Arctic.","ai_generated":true,"unit":"sei-000342#insight-2","date_modified":"2026-10-23"}],"climate_tags":["climate change"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["scenario analysis"]},{"id":"sei-002797","url":"https://climateinsightsdirectory.org/document/sei-002797","title":"Strengthening mutual accountability in partnerships for WASH Part 1: Literature review and learning from other sectors","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2021-04","source_url":"https://www.sei.org/wp-content/uploads/2022/03/swa-strengthening-mutual-accountability-in-partnerships-for-wash-part-1-april-2021-2.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies a five-part cycle for effective mutual accountability: clarifying commitments, sharing performance information, evaluating performance through debate, experiencing reputational or relational consequences, and undertaking corrective action. It emphasizes that mutual accountability should be a constructive, learning-oriented process rather than a punitive one, supported by strong partnership foundations such as shared purpose and equalized power relationships. The findings suggest that for the SWA MAM to succeed, it must be co-designed at the national level, maintain a balance between global legitimacy and national ownership, and be integrated into existing national planning cycles.","ai_generated":true,"unit":"sei-002797#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"An effective mutual accountability cycle consists of five key elements: clarifying stakeholder responsibilities or commitments, sharing performance information, evaluating and debating performance, experiencing reputational or relational consequences, and taking corrective action to achieve partnership goals.","ai_generated":true,"unit":"sei-002797#insight-1","date_modified":"2026-10-23"},{"text":"Commitments within mutual accountability mechanisms are most effective when they are SMART (Specific, Measurable, Achievable, Relevant, and Time-bound) and aligned with existing policies or plans to ensure follow-through.","ai_generated":true,"unit":"sei-002797#insight-2","date_modified":"2026-10-23"},{"text":"Accountability in multi-stakeholder partnerships should prioritize a constructive learning orientation and 'naming and faming' over formalized sanctions or 'naming and shaming' to encourage participation and behavior change.","ai_generated":true,"unit":"sei-002797#insight-3","date_modified":"2026-10-23"},{"text":"Effective mutual accountability requires strong partnership foundations, including a shared purpose, sufficient partner capability, meaningful multi-stakeholder representation, and a balance of horizontal and vertical relationships.","ai_generated":true,"unit":"sei-002797#insight-4","date_modified":"2026-10-23"},{"text":"Power asymmetries are inevitable in multi-stakeholder partnerships, often favoring donors and multilateral agencies; however, clear 'rules of engagement' and the process of mutual accountability itself can help equalise and diffuse power.","ai_generated":true,"unit":"sei-002797#insight-5","date_modified":"2026-10-23"},{"text":"Global-level processes can add legitimacy to national-level accountability, but there is a risk that global reporting may draw focus away from national-level action if international organizations do not make specific country-level commitments.","ai_generated":true,"unit":"sei-002797#insight-6","date_modified":"2026-10-23"},{"text":"The legitimacy of a partnership is divided into 'input legitimacy' (procedural fairness, balanced representation, and transparency) and 'output legitimacy' (the demonstration of actual partnership outcomes and effectiveness).","ai_generated":true,"unit":"sei-002797#insight-7","date_modified":"2026-10-23"},{"text":"For the SWA MAM to be successful, it should be co-designed by national stakeholders to ensure local ownership and should be integrated into existing national planning and review cycles.","ai_generated":true,"unit":"sei-002797#insight-8","date_modified":"2026-10-23"}],"climate_tags":["governance"],"geography_discussed":["England","Netherlands"],"frame_perspective":[],"analysis_type":["literature review","case study","conceptual framework development"]},{"id":"sei-002816","url":"https://climateinsightsdirectory.org/document/sei-002816","title":"Trends in fossil fuel extraction","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2021-04","source_url":"https://www.sei.org/wp-content/uploads/2021/04/trends-in-fossil-fuel-extraction.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that baseline projections for oil, gas, and coal production are significantly higher than the levels required to limit global warming to 1.5°C or 2°C. It highlights that the largest production increases are projected in the United States, Brazil, Iran, Canada, and Saudi Arabia. The analysis argues that a managed wind-down of production is necessary to avoid inequitable outcomes, as the projected production from high-income and low-dependence countries alone would exceed the 1.5°C-consistent global budget.","ai_generated":true,"unit":"sei-002816#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Projected baseline trajectories for global fossil fuel production are significantly higher than pathways required to limit warming to 1.5°C or 2°C. Specifically, between now and 2030, 1.5°C-consistent pathways require annual average decline rates of approximately 11% for coal, 4% for oil, and 3% for gas. In contrast, baseline oil and gas production are projected to increase by about 2% per year, and coal is projected to decline by only 1% per year.","ai_generated":true,"unit":"sei-002816#insight-1","date_modified":"2026-10-23"},{"text":"The United States is projected to have the largest absolute increase in both oil and gas production by 2030. Other countries expected to see significant oil production increases include Brazil and Iran, while Canada and Saudi Arabia are projected to see the largest gas production increases after the US.","ai_generated":true,"unit":"sei-002816#insight-2","date_modified":"2026-10-23"},{"text":"India is the only country where annual coal production is projected to increase, with an expected rise of 27% (+110 million tonnes of coal equivalent per year) by 2030 compared to 2019.","ai_generated":true,"unit":"sei-002816#insight-3","date_modified":"2026-10-23"},{"text":"Onshore unconventional development is the primary driver of projected global production increases, accounting for 71% of the increase in annual oil production and 67% for gas.","ai_generated":true,"unit":"sei-002816#insight-4","date_modified":"2026-10-23"},{"text":"A global wind-down of production could be highly inequitable if not managed internationally. Analysis shows that the projected baseline production from high-income countries alone, or from countries with low fossil fuel revenue dependence, would exceed the global pathways consistent with limiting warming to 1.5°C.","ai_generated":true,"unit":"sei-002816#insight-5","date_modified":"2026-10-23"}],"climate_tags":["petroleum industry","Paris Agreement","climate finance","climate justice","carbon budget","Nationally Determined Contributions"],"geography_discussed":["United States","Brazil","Iran","Canada","Saudi Arabia","India","Guyana","Mozambique","Iraq","Israel"],"frame_perspective":[],"analysis_type":["scenario analysis","trend analysis","equity assessment"]},{"id":"sei-002842","url":"https://climateinsightsdirectory.org/document/sei-002842","title":"Watershed implications of shale oil and gas production in Vaca Muerta, Argentina","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2021-04","source_url":"https://www.sei.org/wp-content/uploads/2021/05/watershed-implications-of-shale-oil-and-gas-production-in-vaca-muerta.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper examines the water-energy nexus in Argentina's Vaca Muerta region, highlighting that while shale production uses a small percentage of total water, its wastewater management poses significant pollution risks. These risks are compounded by climate change projections of decreased precipitation and increasing competition for water from agriculture and urban growth. The authors argue for an Integrated Water Resources Management (IWRM) approach to replace the current fragmented provincial regulatory system.","ai_generated":true,"unit":"sei-002842#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate change is projected to reduce water availability in the Vaca Muerta region, with RCP8.5 scenarios predicting a 20% decrease in precipitation for the Limay basin and a 30%-35% decrease for the Neuquén basin by the end of the 21st century.","ai_generated":true,"unit":"sei-002842#insight-1","date_modified":"2026-10-23"},{"text":"While shale oil and gas production currently accounts for less than 1% of total regional water use, demand is expected to rise with industry expansion. If over 1,000 wells are drilled annually after 2035, the region could require more than 50 million m3 of water per year.","ai_generated":true,"unit":"sei-002842#insight-2","date_modified":"2026-10-23"},{"text":"Wastewater management in Vaca Muerta is currently insufficient, with estimates indicating that less than 5% of unconventional oil and gas production wastewater is treated and reused for hydraulic fracturing.","ai_generated":true,"unit":"sei-002842#insight-3","date_modified":"2026-10-23"},{"text":"The region faces significant water quality risks due to the composition of fracking fluids and naturally occurring formation water, which can contain heavy metals, salts, and volatile compounds. These risks are exacerbated by a history of crude oil spills and illegal dumping of industry wastes.","ai_generated":true,"unit":"sei-002842#insight-4","date_modified":"2026-10-23"},{"text":"The current regulatory environment is fragmented because each province manages its own environmental legislature and water supply, leading to inconsistent management and limited technical capacity for monitoring.","ai_generated":true,"unit":"sei-002842#insight-5","date_modified":"2026-10-23"}],"climate_tags":["hydraulic fracturing","water quality","water security","climate change","wastewater treatment","Integrated Water Resources Management","precipitation","drought","hydroelectricity","agricultural irrigation"],"geography_discussed":["Neuquén Province","Río Negro Province","Mendoza Province","La Pampa Province","United States","California"],"frame_perspective":[],"analysis_type":["risk assessment","literature review","policy analysis"]},{"id":"sei-001128","url":"https://climateinsightsdirectory.org/document/sei-001128","title":"GHG FRAMEWORK OVERVIEW SENEGAL WASTE SECTOR","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2021-03-30","source_url":"https://www.sei.org/wp-content/uploads/2021/03/20210330-ghg-mrv-framework-overview-senegal-waste-sector-final-2.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"This report establishes the theoretical foundation for an MRV system in Senegal's waste sector as part of a project to implement Nationally Determined Contributions (NDCs). It defines MRV components, outlines core GHG accounting principles such as transparency and accuracy, and categorizes MRV applications into emissions, actions, support, and other outcomes. The document emphasizes that an effective MRV system serves as a planning tool for continuous improvement and a mechanism to attract climate finance by providing high-resolution data on emission reductions.","ai_generated":true,"unit":"sei-001128#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The document defines Measurement (M) as the collection of data to track progress, utilizing two primary approaches: 'Top Down', which uses aggregated sectoral statistics and emission factors, and 'Bottom Up', which collects data directly from emitting installations.","ai_generated":true,"unit":"sei-001128#insight-1","date_modified":"2026-10-23"},{"text":"Reporting (R) involves compiling information in standardized formats for accessibility and public disclosure, while Verification (V) is the periodic independent assessment of that information to ensure its 'completeness and reliability'.","ai_generated":true,"unit":"sei-001128#insight-2","date_modified":"2026-10-23"},{"text":"MRV frameworks generally converge on six core GHG accounting principles: Transparency, Accuracy, Completeness, Consistency, Comparability, and Relevance.","ai_generated":true,"unit":"sei-001128#insight-3","date_modified":"2026-10-23"},{"text":"MRV is applied across four distinct categories: the tracking of emissions, the assessment of mitigation actions, the monitoring of international and intranational support (finance, technology, and capacity), and the tracking of other outcomes such as SDGs or energy access.","ai_generated":true,"unit":"sei-001128#insight-4","date_modified":"2026-10-23"},{"text":"An MRV System is described as an ecosystem of organizations, individuals, and tools that functions as a 'planning tool within a continuous improvement management system' to inform stakeholders and optimize resource allocation.","ai_generated":true,"unit":"sei-001128#insight-5","date_modified":"2026-10-23"},{"text":"A high-quality MRV system can facilitate the attraction of climate finance to achieve NDCs by providing the necessary resolution and assurance to ensure 'best value for money'.","ai_generated":true,"unit":"sei-001128#insight-6","date_modified":"2026-10-23"},{"text":"Typical components of an MRV system include physical capacity (e.g., weighbridges), human capacity (e.g., process engineers), raw data, data series, methodologies (e.g., ISO 14064), software tools, and quality assurance/quality control (QA/QC) processes.","ai_generated":true,"unit":"sei-001128#insight-7","date_modified":"2026-10-23"}],"climate_tags":["measurement, reporting, and verification","carbon accounting","Nationally Determined Contributions","waste management","climate finance","Sustainable Development Goals"],"geography_discussed":["Ivory Coast"],"frame_perspective":[],"analysis_type":["conceptual framework","policy guidance"]},{"id":"sei-000055","url":"https://climateinsightsdirectory.org/document/sei-000055","title":"Drivkrafter för hållbar konsumtion på lokal nivå","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"sv","date_published":"2021-03-24","source_url":"https://www.sei.org/publications/drivkrafter-for-hallbar-konsumtion-pa-lokal-niva/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report presents findings from the UNLOCK project, which investigated how incentive structures influence sustainable consumption behaviors in Swedish municipalities. It emphasizes that local governments can drive sustainable consumption both directly through their own operations and indirectly by influencing households and private businesses. The document provides recommendations for strategies to strengthen municipal efforts to decouple economic growth from environmental degradation, aligning with Sustainable Development Goal 12 and Sweden's national strategy for sustainable consumption launched in 2016.","ai_generated":true,"unit":"sei-000055#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Local governments are uniquely positioned to advance sustainable consumption within their communities by acting directly through their own activities and indirectly by influencing households and private businesses.","ai_generated":true,"unit":"sei-000055#insight-1","date_modified":"2026-10-23"},{"text":"The UNLOCK project focused on identifying the role of Swedish municipalities in sustainable consumption and analyzing the specific barriers and opportunities they face in this work.","ai_generated":true,"unit":"sei-000055#insight-2","date_modified":"2026-10-23"},{"text":"The project investigated how incentive structures specifically shape behaviors related to sustainable consumption.","ai_generated":true,"unit":"sei-000055#insight-3","date_modified":"2026-10-23"}],"climate_tags":["sustainable consumption","resource efficiency","greenhouse gas emissions"],"geography_discussed":["World"],"frame_perspective":[],"analysis_type":["policy analysis"]},{"id":"sei-000322","url":"https://climateinsightsdirectory.org/document/sei-000322","title":"Evaluating the grassland NPP in Tanzania","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2021-03-23","source_url":"https://www.sei.org/publications/evaluating-the-grassland-npp-in-tanzania/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The research evaluates NPP fluctuation in Tanzania to inform livestock productivity and vegetation adaptation. It finds that the number of grazing livestock, including cattle, sheep, and goats, will increase in Tanzanian grasslands under the studied climate scenarios, suggesting a need for improved grassland productivity and conservation for sustainable management.","ai_generated":true,"unit":"sei-000322#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The study predicts that the population of grazing livestock, specifically cattle, sheep, and goats, will increase within Tanzanian grasslands according to the climate scenarios analyzed.","ai_generated":true,"unit":"sei-000322#insight-1","date_modified":"2026-10-23"},{"text":"To achieve sustainable grassland management, the document recommends implementing measures to conserve grasslands under environmental pressures and enhance their productivity.","ai_generated":true,"unit":"sei-000322#insight-2","date_modified":"2026-10-23"}],"climate_tags":["climate change","food security"],"geography_discussed":["Africa"],"frame_perspective":[],"analysis_type":["predictive analysis"]},{"id":"sei-000378","url":"https://climateinsightsdirectory.org/document/sei-000378","title":"Risks for New Natural Gas Developments in Appalachia","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2021-03-23","source_url":"https://www.sei.org/publications/risks-for-new-natural-gas-developments-in-appalachia","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"This research paper examines the economic viability of the natural gas industry in Pennsylvania, Ohio, and West Virginia, arguing that the region is vulnerable to low prices and a global shift toward low-carbon energy sources.","ai_generated":true,"unit":"sei-000378#summary","date_modified":"2026-08-17"},"key_insights":[{"text":"The natural gas industry in Pennsylvania, Ohio, and West Virginia is susceptible to economic instability due to sustained low prices for domestic gas and natural gas liquids.","ai_generated":true,"unit":"sei-000378#insight-1","date_modified":"2026-08-17"},{"text":"The growth of the gas industry in Appalachia, driven by horizontal drilling and hydraulic fracturing, faces risks as global energy markets, including the U.S., transition toward inexpensive renewables and low-carbon energy, a trend accelerated by the global pandemic.","ai_generated":true,"unit":"sei-000378#insight-2","date_modified":"2026-08-17"},{"text":"The potential decline of the gas industry mirrors the previous collapse of the coal industry in Appalachia, creating economic risks for communities dependent on gas extraction for tax revenue and employment.","ai_generated":true,"unit":"sei-000378#insight-3","date_modified":"2026-08-17"}],"climate_tags":["energy transition","natural gas","renewables","fossil fuels"],"geography_discussed":["United States"],"frame_perspective":[],"analysis_type":["economic risk assessment"]},{"id":"sei-000691","url":"https://climateinsightsdirectory.org/document/sei-000691","title":"Más allá de la cuenca hidrográfica: teleconexiones del agua en la cuenca del río Campoalegre en Colombia","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"case study","language":"es","date_published":"2021-03-22","source_url":"https://www.sei.org/featured/mas-alla-de-la-cuenca-hidrografica-teleconexiones-del-agua-en-la-cuenca-del-rio-campoalegre-en-colombia/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the limitations of Integrated Water Resources Management (IWRM) when applied strictly to watershed boundaries, using the Campoalegre river basin in Colombia as a case study. It highlights how coffee production and hydroelectric power create impacts and dependencies that transcend local boundaries, such as global export markets and downstream ecosystem effects. The text introduces the SEI 'Water without Borders' initiative, which aims to integrate water teleconnections, early ecosystem consideration, and multi-stakeholder participation into water governance.","ai_generated":true,"unit":"sei-000691#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The traditional Integrated Water Resources Management (IWRM) approach, which focuses on the watershed as a defined geographic limit, can treat these areas as \"closed\" planning spaces. This potentially ignores processes operating outside the basin that may have a greater influence on water management outcomes than local processes.","ai_generated":true,"unit":"sei-000691#insight-1","date_modified":"2026-10-23"},{"text":"In the Campoalegre river basin, coffee production demonstrates a disconnect between local water use and global consumption. While coffee is the most important agricultural activity in the area, only 5.3% of coffee produced in Risaralda is consumed within Colombia, with 40.9% exported to countries including the USA, Germany, and Belgium.","ai_generated":true,"unit":"sei-000691#insight-2","date_modified":"2026-10-23"},{"text":"Coffee processing in the Campoalegre basin significantly impacts water quality and quantity. Traditional processing requires 40 liters of water per 1 kg of dry parchment coffee (CPS) and generates approximately 115 g of COD per kg produced, totaling an estimated 1,725 tonnes of COD per year when produced traditionally.","ai_generated":true,"unit":"sei-000691#insight-3","date_modified":"2026-10-23"},{"text":"Hydroelectric power provides approximately 70% of Colombia's energy demand. In the Campoalegre basin, the evaluation of small hydroelectric plants (PCH) requires analyzing cumulative effects that extend beyond the basin's limits, specifically affecting the Cauca River, which receives the Campoalegre River.","ai_generated":true,"unit":"sei-000691#insight-4","date_modified":"2026-10-23"},{"text":"The SEI 'Water without Borders' (Agua sin Límites) initiative proposes a management approach based on three pillars: water tele-connections, early ecosystem consideration, and multi-interest participation approaches, using case studies in the Magdalena-Cauca macro-basin (Colombia) and the Mekong basin (Southeast Asia).","ai_generated":true,"unit":"sei-000691#insight-5","date_modified":"2026-10-23"}],"climate_tags":["Integrated Water Resources Management","hydroelectricity","water quality","ecosystem service"],"geography_discussed":["Magdalena-Cauca macro-basin","Risaralda Department","Caldas Department","Cauca River","Mekong basin"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"sei-000351","url":"https://climateinsightsdirectory.org/document/sei-000351","title":"Urban Opportunity in the Climate Crisis","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2021-03-17","source_url":"https://www.sei.org/publications/urban-opportunity-climate-crisis-cities/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The report positions urban centers as critical drivers for climate leadership and economic recovery, specifically examining Brazil, China, India, Indonesia, Mexico, and South Africa to propose pathways for inclusive and climate-resilient futures.","ai_generated":true,"unit":"sei-000351#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Urban centers are essential for climate leadership because they account for 56% of the global population and 80% of global GDP, offering opportunities to increase resiliency, create jobs, and support marginalized groups.","ai_generated":true,"unit":"sei-000351#insight-1","date_modified":"2026-10-23"},{"text":"Cities act as laboratories for policymakers to test and later scale up social, energy, and transportation programs to help nations meet climate and development goals while recovering from the Covid-19 pandemic.","ai_generated":true,"unit":"sei-000351#insight-2","date_modified":"2026-10-23"}],"climate_tags":["climate resilience","sustainable development","urban transport"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["policy analysis"]},{"id":"sei-000598","url":"https://climateinsightsdirectory.org/document/sei-000598","title":"Guide to Domestic Carbon Crediting Mechanisms","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"guide","language":"en","date_published":"2021-03-15","source_url":"https://www.sei.org/publications/guide-domestic-carbon-crediting-mechanisms/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document serves as an introductory resource for policymakers to design domestic carbon crediting mechanisms. It outlines the framework for recognizing emission reductions and carbon removals, identifies policy design options, and discusses the trade-offs associated with different design features to help jurisdictions align these mechanisms with their specific policy objectives.","ai_generated":true,"unit":"sei-000598#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Carbon crediting mechanisms are designed to provide a structured framework for recognizing activities that either lower greenhouse gas emissions or enhance the removal of carbon dioxide.","ai_generated":true,"unit":"sei-000598#insight-1","date_modified":"2026-10-23"},{"text":"The guide assists policymakers in navigating the design of domestic systems by identifying policy options, providing recommendations based on existing practices, and highlighting the trade-offs between different viable design features.","ai_generated":true,"unit":"sei-000598#insight-2","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","carbon dioxide removal","carbon emission trading"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["policy guide"]},{"id":"sei-001984","url":"https://climateinsightsdirectory.org/document/sei-001984","title":"Transpordi ja liikuvuse arengukava 2021-2035 keskkonnamõju strateegilise hindamise ARUANNE","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"et","date_published":"2021-03-15","source_url":"https://www.sei.org/wp-content/uploads/2022/01/transpordi-ja-liikuvuse-arengukava-ksh-aruanne-logoga.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The strategic environmental assessment (SEA) concludes that the Transport and Mobility Development Plan 2021-2035 generally supports environmental goals, though its high level of generality creates uncertainty regarding the actual realization of these benefits. The plan aims to reduce the transport sector's environmental footprint by shifting freight from roads to rail and sea, increasing the share of public and active transport to 55% by 2035, and reducing transport CO2e emissions to 1,750 kt by 2035. Key environmental concerns include the potential for increased car use due to road infrastructure improvements and the impact of new infrastructure on biodiversity and the Natura 2000 network. The report recommends a stricter application of the '4-step principle' for infrastructure investment and the definition of clear priorities to ensure environmental goals are not superseded by demands for road convenience.","ai_generated":true,"unit":"sei-001984#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Development Plan sets a 2035 target to reduce transport CO2e emissions to 1,750 kilotonnes (kt), representing a reduction of 650 kt compared to 2018 levels.","ai_generated":true,"unit":"sei-001984#insight-1","date_modified":"2026-10-23"},{"text":"The plan aims to increase the share of public transport, cycling, and walking to 55% by 2035, with a higher target of 60% in urban areas.","ai_generated":true,"unit":"sei-001984#insight-2","date_modified":"2026-10-23"},{"text":"The report highlights a contradiction in the plan between the '4-step principle' (which prioritizes demand management over new construction) and the goal of developing main roads based on demand.","ai_generated":true,"unit":"sei-001984#insight-3","date_modified":"2026-10-23"},{"text":"The plan targets a renewable energy share of 24% in the transport sector by 2035, though the report notes this is highly ambitious compared to other documents like the National Energy and Climate Plan (REKK), which targeted 14% for 2030.","ai_generated":true,"unit":"sei-001984#insight-4","date_modified":"2026-10-23"},{"text":"Road infrastructure significantly impacts biodiversity through habitat fragmentation and animal-vehicle collisions; 44% of registered animal accidents between 2014-2018 occurred on main roads.","ai_generated":true,"unit":"sei-001984#insight-5","date_modified":"2026-10-23"},{"text":"The assessment suggests that the transition to electric vehicles will only reduce GHG emissions if the electricity is produced from renewable sources, noting that shale-oil-based electricity could double the CO2 emissions per km compared to EU 2015 targets.","ai_generated":true,"unit":"sei-001984#insight-6","date_modified":"2026-10-23"},{"text":"The plan aims to reduce the average number of traffic fatalities and seriously injured persons to 30 over a three-year average by 2035.","ai_generated":true,"unit":"sei-001984#insight-7","date_modified":"2026-10-23"},{"text":"The report recommends that the Development Plan explicitly include the need to ensure the integrity of large green network structures and avoid adverse impacts on the Natura 2000 network.","ai_generated":true,"unit":"sei-001984#insight-8","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","carbon dioxide","renewable energy","electric vehicle","public transport","active mobility","air quality","particulates","biodiversity","circular economy","climate change adaptation","water transport","rail transport","aviation"],"geography_discussed":["European Union","Tallinn","Tartu"],"frame_perspective":[],"analysis_type":["consistency analysis","external impact analysis"]},{"id":"sei-000608","url":"https://climateinsightsdirectory.org/document/sei-000608","title":"Decarbonising electricity: national and city governments","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2021-03-11","source_url":"https://www.sei.org/publications/decarbonising-electricity-national-and-city-governments","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags"],"summary":{"text":"The paper outlines how national and city governments can collaborate to decarbonise the power sector, emphasizing that local governments are a 'missing link' due to urban areas accounting for two thirds of global final energy consumption. It advocates for a '3D' transition—decentralisation, digitalisation, and decarbonisation—where local governments accelerate national efforts by reforming regulations, investing in renewable infrastructure, and engaging communities, provided they are supported by national policies.","ai_generated":true,"unit":"sei-000608#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Urban areas are critical to energy transition efforts because they account for two thirds of the world's final energy consumption, making local governments a vital link in achieving climate goals.","ai_generated":true,"unit":"sei-000608#insight-1","date_modified":"2026-10-23"},{"text":"Decarbonising electricity requires a '3D' transition of the power sector, where the decentralisation of urban power systems, supported by digitalisation, offers national governments new pathways to reduce carbon emissions.","ai_generated":true,"unit":"sei-000608#insight-2","date_modified":"2026-10-23"},{"text":"Local governments can accelerate national energy transitions through specific actions such as updating local regulations for new technology deployment, investing in renewable energy infrastructure, and facilitating community participation in decision-making.","ai_generated":true,"unit":"sei-000608#insight-3","date_modified":"2026-10-23"}],"climate_tags":["decarbonization","energy transition","energy access"],"geography_discussed":[],"frame_perspective":[],"analysis_type":[]},{"id":"sei-000360","url":"https://climateinsightsdirectory.org/document/sei-000360","title":"Forest, Farms, Fuelwood Cooking India","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2021-03-03","source_url":"https://www.sei.org/publications/forest-farms-fuelwood-cooking-india/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study examines the impact of clean cooking interventions on fuelwood sourcing in Kullu and Koppal, India, finding that the reduction of forest dependence varies by location and is influenced by demand, resource substitutability, and socio-economic factors.","ai_generated":true,"unit":"sei-000360#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The impact of clean cooking solutions on fuelwood sourcing differed by location: households in Kullu reduced their dependence on forests, whereas households in Koppal reduced their dependence on farm sources.","ai_generated":true,"unit":"sei-000360#insight-1","date_modified":"2026-10-23"},{"text":"The extent to which forest extraction is reduced depends on several factors, including the type of demand (such as cooking versus heating), the availability and quality of farm resources as substitutes for forest resources, and the wealth and caste of the household.","ai_generated":true,"unit":"sei-000360#insight-2","date_modified":"2026-10-23"}],"climate_tags":["clean cooking","forest management","deforestation"],"geography_discussed":["Himachal Pradesh","Karnataka"],"frame_perspective":[],"analysis_type":["intervention study"]},{"id":"sei-000750","url":"https://climateinsightsdirectory.org/document/sei-000750","title":"Conserving biodiversity in Myanmar’s Upper Chindwin Basin","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"fact sheet","language":"en","date_published":"2021-03-01","source_url":"https://www.sei.org/publications/conserving-biodiversity-myanmar-upper-chindwin-basin/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The project in Myanmar’s Upper Chindwin Basin aims to protect Key Biodiversity Areas (KBAs) and support sustainable livelihoods. It addresses threats such as commercial mining, logging, and overfishing through the development of Community Action Plans (CAP) and the implementation of sustainable land and water management practices.","ai_generated":true,"unit":"sei-000750#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Upper Chindwin Basin contains critical biodiversity habitats known as Key Biodiversity Areas (KBAs) and supports Critically Endangered and Endangered species, with many local households relying on nature-based activities for income.","ai_generated":true,"unit":"sei-000750#insight-1","date_modified":"2026-10-23"},{"text":"Research conducted by SEI in 2018 identified that commercial mining, logging, unsustainable farming, and overfishing are key threats to wetland habitats, leading to a rapid decline in fish catch, loss of wetland habitats, and shrinking populations of endangered aquatic species.","ai_generated":true,"unit":"sei-000750#insight-2","date_modified":"2026-10-23"},{"text":"The project will utilize biodiversity and ecosystem service assessments to create Community Action Plans (CAP) with local stakeholders, focusing on sustainable agricultural, land, and water management, including the establishment of conservation and restoration zones.","ai_generated":true,"unit":"sei-000750#insight-3","date_modified":"2026-10-23"}],"climate_tags":["biodiversity conservation","ecosystem service","Sustainable land management","just transition"],"geography_discussed":["Indo-Burma region"],"frame_perspective":[],"analysis_type":["project outline"]}]}