{"query_echo":{"q":"","filters":{"organization":["Stockholm Environment Institute"]},"warnings":[]},"total":{"value":2826,"relation":"eq"},"page":12,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?organization=stockholm-environment-institute&page=12","next":"https://climateinsightsdirectory.org/api/v1/search?organization=stockholm-environment-institute&page=13","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-002342","url":"https://climateinsightsdirectory.org/document/sei-002342","title":"Institutional capacities for a just transition in coal regions: the case of La Jagua de Ibirico, Colombia","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2025-02","source_url":"https://www.sei.org/wp-content/uploads/2025/03/institutional-capacities-just-transition-coal-la-jagua-de-ibirico-colombia-2.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the socio-economic and institutional crisis in La Jagua de Ibirico, Colombia, triggered by Prodeco's withdrawal from coal mining. It highlights severe gaps in local government powers and funding, significant environmental legacies, and the need for a coordinated national-local framework to support economic diversification and a just transition.","ai_generated":true,"unit":"sei-002342#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The municipality of La Jagua de Ibirico experienced a severe economic shock following Prodeco's relinquishment of mining titles in 2021, leading to a 44% decrease in municipal GDP between 2019 and 2020 and an increase in unemployment to approximately 25% from 8–10% in 2019.","ai_generated":true,"unit":"sei-002342#insight-1","date_modified":"2026-10-23"},{"text":"The local government's fiscal capacity was severely diminished due to a heavy reliance on the mining sector for tax revenue; specifically, in 2019, 94% of industry and commerce tax revenue came from coal-related companies. This led to the municipality being downgraded from Tier 3 to Tier 6 in 2023, which reduced unrestricted SGP resources by 43% between 2020 and 2023.","ai_generated":true,"unit":"sei-002342#insight-2","date_modified":"2026-10-23"},{"text":"Colombian law creates a significant power imbalance that marginalizes local authorities during the mine closure phase. The Mining Code (2001) assigns responsibility for enforcing closure agreements exclusively to national entities, leaving mayor's offices with almost no explicit role in the closure stage despite the local risks.","ai_generated":true,"unit":"sei-002342#insight-3","date_modified":"2026-10-23"},{"text":"Coal mining has left a legacy of severe socio-environmental impacts in La Jagua de Ibirico, including the degradation of 13 water sources potentially affected by Prodeco and air pollution levels (PM10) that, while meeting national limits since 2020, remain well above the World Health Organization's recommended limit of 15 μg/m3.","ai_generated":true,"unit":"sei-002342#insight-4","date_modified":"2026-10-23"},{"text":"The sudden exit of Prodeco caused massive labor disruptions, with approximately 7,116 employees dismissed through layoffs or voluntary early retirement plans (PRVs). Workers have criticized PRVs as a \"covert strategy for mass layoffs\" that creates uncertainty for older employees and those with health conditions.","ai_generated":true,"unit":"sei-002342#insight-5","date_modified":"2026-10-23"},{"text":"Local responses to the crisis have included a shift toward agricultural revitalization, notably in the coffee sector, where the municipality rose from the fourth-largest producer in Cesar in 2021 to the second-largest. However, there is a recognized need to diversify into manufacturing and services to support these agricultural products.","ai_generated":true,"unit":"sei-002342#insight-6","date_modified":"2026-10-23"},{"text":"The report recommends the establishment of a sub-regional, permanent transition fund financed by domestic and international cooperation, potentially utilizing SGR and FAE resources, to support livelihood alternatives and environmental remediation in the mining corridor.","ai_generated":true,"unit":"sei-002342#insight-7","date_modified":"2026-10-23"}],"climate_tags":["coal","just transition","local government","economic diversity","environmental remediation","air quality","water pollution","fiscal policy","land-use planning"],"geography_discussed":["La Guajira Department","Magdalena","Antioquia"],"frame_perspective":[],"analysis_type":["case study","institutional analysis","fiscal analysis"]},{"id":"sei-002824","url":"https://climateinsightsdirectory.org/document/sei-002824","title":"Applying the Unlocking a Better Future framework for a just transition in Scotland","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2025-02","source_url":"https://www.sei.org/wp-content/uploads/2025/02/unlocking-better-future-framework-scotland-sei2025-007.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report applies the 'Unlocking a Better Future' (UBF) framework to identify policy gaps in Scotland, proposing a holistic approach to transition the economy and society. It recommends strengthening human-nature connectedness, expanding nature-based education, exploring the 'Rights of Nature', and reforming national accounting to move beyond GDP. The document also emphasizes the need for a shift from top-down to bottom-up public engagement to ensure a just transition, while proposing specific indicators to track structural transformation.","ai_generated":true,"unit":"sei-002824#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Scotland faces significant environmental challenges, including that 11% of species were threatened with extinction as of 2023 and the economy is only 1.3% circular.","ai_generated":true,"unit":"sei-002824#insight-1","date_modified":"2026-10-23"},{"text":"There is a significant gap in policies addressing the intrinsic value of nature; the report recommends conducting a feasibility study for implementing 'Rights of Nature' in Scotland to shift from an instrumental to a care-based relationship with the environment.","ai_generated":true,"unit":"sei-002824#insight-2","date_modified":"2026-10-23"},{"text":"To improve human-nature connectedness, the report suggests establishing national accessibility standards for green and blue spaces, ensuring they are within a 15-minute walk or equivalent from homes, particularly for low-income communities and people with disabilities.","ai_generated":true,"unit":"sei-002824#insight-3","date_modified":"2026-10-23"},{"text":"The report advocates for a shift in economic measurement, recommending that the Scottish Government adopt the Scottish Wellbeing Economy Monitor and other metrics to monitor economic wellbeing instead of relying solely on GDP.","ai_generated":true,"unit":"sei-002824#insight-4","date_modified":"2026-10-23"},{"text":"Current innovation strategies in Scotland are described as opportunistic and bottom-up; the report recommends a mission-driven strategy and a 'sustainability filter' to ensure unsustainable activities do not receive government support.","ai_generated":true,"unit":"sei-002824#insight-5","date_modified":"2026-10-23"},{"text":"The report identifies a need to reform animal welfare policies by redirecting public subsidies toward 'humane, healthy and sustainable alternatives' and implementing animal welfare impact assessments in policy development.","ai_generated":true,"unit":"sei-002824#insight-6","date_modified":"2026-10-23"},{"text":"Academic evidence suggests that top-down public engagement often fails to reach marginalized groups and can be perceived as 'placating public relations'; the report recommends shifting toward collaboration and empowerment through community steering groups and participatory budgeting.","ai_generated":true,"unit":"sei-002824#insight-7","date_modified":"2026-10-23"},{"text":"The report proposes a holistic framework consisting of 14 thematic areas of action, organized around three key shifts: strengthening people's connection with nature, ensuring Scotland thrives within planetary limits, and investing in a better future.","ai_generated":true,"unit":"sei-002824#insight-8","date_modified":"2026-10-23"},{"text":"Tracking transformation is difficult because existing indicators measure isolated trends rather than systemic change; the report suggests using the World Values Survey to track shifts in societal values as a proxy for deep leverage points.","ai_generated":true,"unit":"sei-002824#insight-9","date_modified":"2026-10-23"}],"climate_tags":["just transition","circular economy","green job","Net-zero emissions","biodiversity loss"],"geography_discussed":["World","Germany","New Zealand","France","Sweden"],"frame_perspective":[],"analysis_type":["policy review","literature review","framework application","gap analysis"]},{"id":"sei-000239","url":"https://climateinsightsdirectory.org/document/sei-000239","title":"Climate Migration Justice Pathways","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"executive summary","language":"en","date_published":"2025-01-31","source_url":"https://www.sei.org/publications/climate-migration-justice-pathways/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document outlines eight systemic challenges in climate-related mobility, including the risks of simplistic conflict narratives, the instrumentalization of migration as adaptation, and the impact of slow-onset events. It emphasizes the need for rights-based frameworks, inclusive governance, and the recognition of colonial legacies to address these inequities. To tackle these issues, SEI focuses on three priority areas: managing transboundary climate impacts, conducting grounded research to shift power dynamics (such as through the HABITABLE project), and strengthening global cooperation for sustainable livelihoods using tools like AidAtlas and Trase.","ai_generated":true,"unit":"sei-000239#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The report identifies eight critical challenges in climate-related mobility: the risk of restrictive policies stemming from simplistic climate-conflict narratives; the potential for migration as adaptation to be instrumentalized for economic gain; the influence of unequal power structures and colonial legacies; inequitable natural resource governance; the policy gap regarding slow-onset events like sea-level rise; risks associated with rapid urbanization; the disruption of family dynamics across generations; and the oversimplification of mobility drivers in current modelling projections.","ai_generated":true,"unit":"sei-000239#insight-1","date_modified":"2026-10-23"},{"text":"SEI focuses its research and contributions on three interconnected priority areas: integrating human mobility into regional and global governance to address transboundary climate impacts (including the Adaptation Without Borders initiative), using grounded research like the HABITABLE project to amplify marginalized voices and shift power, and promoting rights-based frameworks for sustainable livelihoods in green transitions using tools such as AidAtlas and Trase.","ai_generated":true,"unit":"sei-000239#insight-2","date_modified":"2026-10-23"}],"climate_tags":["climate migration","climate justice","climate change adaptation","sea level rise","desertification","urbanization","natural resource management","energy transition"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["policy analysis","strategic framework"]},{"id":"sei-000606","url":"https://climateinsightsdirectory.org/document/sei-000606","title":"Navigating a Changing World Order","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2025-01-31","source_url":"https://www.sei.org/publications/navigating-a-changing-world-order/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The report analyzes the rise of international disputes and geopolitical tensions, noting that state-based conflicts reached a historic high of 59 active conflicts in 2023. Utilizing Shared Socioeconomic Pathways, the document develops three plausible storylines to illustrate how the collapse of globalization, escalating rivalries, and the decline of multilateral institutions could reshape economic landscapes and international relations. These scenarios are intended to help policymakers address vulnerabilities in trade networks and food systems while enhancing resilience against climate risks.","ai_generated":true,"unit":"sei-000606#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"State-based conflicts reached their highest level since 1946 in 2023, with a total of 59 active conflicts.","ai_generated":true,"unit":"sei-000606#insight-1","date_modified":"2026-10-23"},{"text":"The report utilizes Shared Socioeconomic Pathways to create three storylines exploring how the decline of multilateral institutions, the collapse of globalization, and escalating rivalries might alter international relations and economic landscapes.","ai_generated":true,"unit":"sei-000606#insight-2","date_modified":"2026-10-23"},{"text":"The developed scenarios are designed to assist policymakers in prioritizing strategies to improve resilience against climate risks and addressing vulnerabilities within trade networks and food systems.","ai_generated":true,"unit":"sei-000606#insight-3","date_modified":"2026-10-23"}],"climate_tags":["food security","climate risk","supply chain"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["scenario analysis"]},{"id":"sei-000184","url":"https://climateinsightsdirectory.org/document/sei-000184","title":"Land Use Planning and Swedish Forest Governance","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2025-01-30","source_url":"https://www.sei.org/publications/land-use-planning-swedish-forest-governance/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The research evaluates the Reindeer Husbandry Plan (Renbruksplan) as a tool for managing conflicts between industrial forestry and Indigenous Sámi reindeer herding in Sweden. The analysis finds that the tool fails to improve procedural justice and instead privileges forestry-centered perspectives, potentially perpetuating existing injustices in forest governance without broader institutional reform.","ai_generated":true,"unit":"sei-000184#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Reindeer Husbandry Plan (Renbruksplan) provides minimal improvements to procedural justice and reinforces the unequal distribution of forest resource burdens and benefits by favoring forestry-centered representations of land use conflicts.","ai_generated":true,"unit":"sei-000184#insight-1","date_modified":"2026-10-23"},{"text":"Due to the current institutional and legal framework, the tool is expected to maintain existing conflicts and reproduce injustices within Swedish land use and forest governance unless institutional reforms are implemented.","ai_generated":true,"unit":"sei-000184#insight-2","date_modified":"2026-10-23"}],"climate_tags":["land-use planning","indigenous rights","environmental justice"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["critical policy analysis","case study"]},{"id":"sei-000960","url":"https://climateinsightsdirectory.org/document/sei-000960","title":"Text Network Analysis-Based Decision Framework","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2025-01-28","source_url":"https://www.sei.org/publications/text-network-analysis-based-decision-framework/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The researchers used a co-creative, narrative-based approach in Lusaka, Zambia, combining natural language processing (NLP) and text network analysis (TNA) to integrate residents' experiences from informal settlements into flood-risk maps. This process, facilitated through 'learning labs' with stakeholders, aimed to address gaps in disaster risk management and social vulnerability. The primary finding was a critical need for local government to be more adaptive and inclusive of community voices in decision-making. The authors argue this framework provides a dynamic way to enhance stakeholder engagement and tailor resilience-building measures.","ai_generated":true,"unit":"sei-000960#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The researchers integrated community-based narratives from residents of informal settlements in Lusaka using natural language processing (NLP) and text network analysis (TNA) to refine flood maps originally based on global rainfall and global information system (GIS) datasets.","ai_generated":true,"unit":"sei-000960#insight-1","date_modified":"2026-10-23"},{"text":"Stakeholder 'learning labs' focused on unplanned settlements in Lusaka identified the most urgent priority as the need for local government to increase inclusivity and adaptivity by better representing community voices in decision-making.","ai_generated":true,"unit":"sei-000960#insight-2","date_modified":"2026-10-23"},{"text":"The authors assert that this narrative-based approach facilitates the discussion of social vulnerability to climate change and floods, offering a method for the swift evaluation of needs and the creation of tailored resilience measures.","ai_generated":true,"unit":"sei-000960#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate resilience","disaster risk reduction"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["methodological framework","case study"]},{"id":"sei-002054","url":"https://climateinsightsdirectory.org/document/sei-002054","title":"Indigenous Peoples’ Rights and Environmental Governance","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"policy brief","language":"en","date_published":"2025-01-24","source_url":"https://www.sei.org/publications/indigenous-peoples-rights-environmental-governance/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document highlights the critical role of Indigenous Peoples in Southeast Asia as environmental stewards, noting that their lands overlap with 40% of global protected areas and that deforestation rates on their lands in Southeast Asia are half those on other lands. It criticizes the ASEAN declaration on environmental rights for omitting Indigenous Peoples, arguing that this lack of recognition leads to 'development aggression,' criminalization of land defenders, and the erosion of traditional knowledge. The brief specifically notes the vulnerability of Indigenous women and the overlooked contributions of marine-based 'Sea Nomads.' It concludes by recommending that ASEAN and its Member States formally adopt the terminology and protections of the UN Declaration on the Rights of Indigenous Peoples (UNDRIP) to improve biodiversity and climate outcomes.","ai_generated":true,"unit":"sei-002054#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Indigenous Peoples are highly effective environmental stewards; globally, their lands overlap with 40% of protected areas, and in Southeast Asia, deforestation rates on Indigenous lands are half the rates found on other lands.","ai_generated":true,"unit":"sei-002054#insight-1","date_modified":"2026-10-23"},{"text":"The ASEAN declaration on environmental rights fails to address the rights of Indigenous Peoples, including their ancestral lands and the role of their knowledge, which may undermine regional environmental governance effectiveness.","ai_generated":true,"unit":"sei-002054#insight-2","date_modified":"2026-10-23"},{"text":"Lack of legal recognition of Indigenous Peoples in ASEAN countries leads to human rights violations, including the criminalization and displacement of people through the creation of state-protected areas and carbon trading deals without Free, Prior and Informed Consent.","ai_generated":true,"unit":"sei-002054#insight-3","date_modified":"2026-10-23"},{"text":"Environmental and land defenders in Asia face extreme violence; between 2012 and 2023, 468 defenders were murdered, with the highest numbers in the Philippines (298), Indonesia (20), and Thailand (13).","ai_generated":true,"unit":"sei-002054#insight-4","date_modified":"2026-10-23"},{"text":"Indigenous women are disproportionately affected by resource scarcity and land loss, increasing their vulnerability to gender-based violence and economic dependence on men.","ai_generated":true,"unit":"sei-002054#insight-5","date_modified":"2026-10-23"},{"text":"Traditional sustainable practices, such as rotational farming, are often misrepresented as harmful and are criminalized in Indonesia, Lao People’s Democratic Republic, Malaysia, Myanmar, Thailand, and Vietnam.","ai_generated":true,"unit":"sei-002054#insight-6","date_modified":"2026-10-23"},{"text":"Marine-based Indigenous Peoples, such as the Sea Nomads in the Coral Triangle (covering Malaysia, Indonesia, the Philippines, and Timor Leste), possess critical knowledge for managing marine biodiversity and responding to disasters.","ai_generated":true,"unit":"sei-002054#insight-7","date_modified":"2026-10-23"}],"climate_tags":["indigenous rights","environmental governance","biodiversity conservation","climate change adaptation","climate change mitigation","nature-based solutions","land tenure","human rights","deforestation","blue economy"],"geography_discussed":["Philippines","Malaysia","Thailand","Indonesia","Cambodia","Myanmar","Vietnam","Laos","Timor-Leste","Coral Triangle","Sabah","World"],"frame_perspective":[],"analysis_type":["policy brief"]},{"id":"sei-000524","url":"https://climateinsightsdirectory.org/document/sei-000524","title":"Global Imaginaries of Climate Adaptation Governance","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2025-01-23","source_url":"https://www.sei.org/publications/global-imaginaries-climate-adaptation-governance/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The research identifies six globally-influential climate adaptation imaginaries—Eco Modern State, Just Adaptation, Promethean (Green) Growth, High Tech Society, Human Stewardship, and Knowledge Society—and argues that dominant visions often reproduce existing power relations and business-as-usual approaches.","ai_generated":true,"unit":"sei-000524#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The study identifies six distinct climate adaptation imaginaries that influence governance: Eco Modern State, Just Adaptation, Promethean (Green) Growth, High Tech Society, Human Stewardship, and Knowledge Society. These imaginaries are based on ethical and ontological beliefs and define specific adaptation strategies and stakeholders.","ai_generated":true,"unit":"sei-000524#insight-1","date_modified":"2026-10-23"},{"text":"The authors argue that the lack of adequate adaptation responses is partly caused by how governance actors imagine the future. Furthermore, the globally dominant imaginaries tend to maintain existing power structures and conventional business-as-usual methods.","ai_generated":true,"unit":"sei-000524#insight-2","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","governance"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["qualitative content analysis"]},{"id":"sei-000507","url":"https://climateinsightsdirectory.org/document/sei-000507","title":"Ecosystem-based adaptation coffee Indonesia","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"policy brief","language":"en","date_published":"2025-01-21","source_url":"https://www.sei.org/publications/ecosystem-based-adaptation-coffee-indonesia/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the EECCLiRe project's efforts to implement ecosystem-based adaptation (EbA) among coffee farmers in Ruteng and Bajawa, Flores. It identifies significant climate disruptions, including unpredictable rainfall and extreme events like a 2017 drought and 2020 storm, which have pushed some farmers toward horticulture. The brief highlights the tension between scientific methods—such as tree rejuvenation—and spiritual beliefs, as well as barriers like poor digital infrastructure for weather alerts and the loss of agricultural labor due to youth migration. It argues for a holistic EbA approach that combines traditional ecological insights with modern science and addresses gender and generational dynamics to avoid maladaptation.","ai_generated":true,"unit":"sei-000507#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate change has caused substantial disruption to coffee production in Flores, characterized by delayed rainy seasons, prolonged dry spells, and increased pests and diseases, which reduce crop productivity and quality.","ai_generated":true,"unit":"sei-000507#insight-1","date_modified":"2026-10-23"},{"text":"Extreme weather events have led to severe economic losses, such as a 2017 drought that destroyed the Bajawa coffee harvest and a 2020 storm that reduced incomes by 80%, prompting some farmers to switch to horticulture.","ai_generated":true,"unit":"sei-000507#insight-2","date_modified":"2026-10-23"},{"text":"Vulnerability is exacerbated by non-climatic factors, including soil nutrient depletion from continuous cultivation, urban expansion reducing productive land by more than half in some areas, and labor shortages caused by youth migration.","ai_generated":true,"unit":"sei-000507#insight-3","date_modified":"2026-10-23"},{"text":"There is a cultural and spiritual tension regarding scientific adaptation techniques; for example, the practice of rejuvenating coffee trees by cutting them is viewed by some farmers as harming the spirit of the tree.","ai_generated":true,"unit":"sei-000507#insight-4","date_modified":"2026-10-23"},{"text":"The adoption of new EbA practices is hindered by economic constraints, such as the two-year income gap during tree regrowth and the cost of essential tools like pruning scissors.","ai_generated":true,"unit":"sei-000507#insight-5","date_modified":"2026-10-23"},{"text":"Digital infrastructure gaps limit the effectiveness of climate information services; in one focus group of 14 people, only three men owned smartphones, and signal instability hindered the use of WhatsApp for weather forecasts.","ai_generated":true,"unit":"sei-000507#insight-6","date_modified":"2026-10-23"},{"text":"Gender and generational dynamics influence adaptation, with women often being more open to applying new practices despite men remaining the primary decision-makers, while educated youth are receptive to technology but deterred by precarious agricultural incomes.","ai_generated":true,"unit":"sei-000507#insight-7","date_modified":"2026-10-23"}],"climate_tags":["ecosystem-based adaptation","agroforestry","Climate information service","climate change adaptation","maladaptation","smallholder","nature-based solutions"],"geography_discussed":["Ruteng","Bajawa"],"frame_perspective":[],"analysis_type":["policy brief","monitoring report"]},{"id":"sei-000526","url":"https://climateinsightsdirectory.org/document/sei-000526","title":"Climate tool users' perceptions, needs and access constraints","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2025-01-21","source_url":"https://www.sei.org/publications/climate-tool-users-perceptions-needs-and-access-constraints/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The research identifies a lack of awareness regarding existing climate tools and a strong preference for user-friendly, native-language information to support climate risk mitigation and adaptation.","ai_generated":true,"unit":"sei-000526#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A survey of 343 participants across Estonia, Germany, Poland, Sweden, and Ukraine reveals that users possess varying skills and preferences regarding language, information depth, and data visualisation.","ai_generated":true,"unit":"sei-000526#insight-1","date_modified":"2026-10-23"},{"text":"Users generally have low awareness of available climate information tools and strongly prefer access to information in their native languages, with a particular need to bridge language gaps in Eastern Europe.","ai_generated":true,"unit":"sei-000526#insight-2","date_modified":"2026-10-23"},{"text":"To prevent non-experts from being deterred, climate tools must be user-friendly and flexible, and should be co-developed to better link real-time weather events with long-term climatic trends.","ai_generated":true,"unit":"sei-000526#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation"],"geography_discussed":["Eastern Europe"],"frame_perspective":[],"analysis_type":["user perception survey"]},{"id":"sei-001486","url":"https://climateinsightsdirectory.org/document/sei-001486","title":"Nature-based solutions in municipal stormwater management in Sweden","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2025-01","source_url":"https://www.sei.org/wp-content/uploads/2025/01/nature-based-solutions-municipal-stormwater-sweden-sei2025-002-corrected.pdf.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the integration of nature-based solutions (NbS) in Swedish municipal stormwater management. It finds that while NbS principles are embedded in most municipal steering documents, the specific term 'nature-based solutions' is rarely used. There is a significant lack of standardized cost data, particularly for operations and maintenance (O&M). While co-benefits like flood risk control and water quality are widely recognized, others such as the heat island effect and carbon sequestration are underrepresented. The report highlights complexities in the division of responsibilities between municipal departments and private landowners and notes that current regulatory frameworks often fail to fully account for the multiple co-benefits of NbS.","ai_generated":true,"unit":"sei-001486#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Cost data for nature-based solutions (NbS) in Sweden is limited and lacks transparency, with a particular deficiency in data regarding operations and maintenance (O&M) requirements.","ai_generated":true,"unit":"sei-001486#insight-1","date_modified":"2026-10-23"},{"text":"NbS are integrated into Swedish municipal stormwater management, but municipalities typically use proxy terms such as 'open', 'local', 'sustainable', or 'multifunctional' rather than the specific phrase 'nature-based solutions'.","ai_generated":true,"unit":"sei-001486#insight-2","date_modified":"2026-10-23"},{"text":"Municipal stormwater documents frequently address co-benefits related to flood risk control, water quality, biodiversity, aesthetics, and health, but underemphasize the heat island effect, carbon sequestration, air quality, energy consumption, and noise reduction.","ai_generated":true,"unit":"sei-001486#insight-3","date_modified":"2026-10-23"},{"text":"There is a complex division of responsibilities for stormwater management in Sweden, as municipalities often lack the legal mandate to enforce NbS implementation on privately owned land, which constitutes approximately 70% of urban land.","ai_generated":true,"unit":"sei-001486#insight-4","date_modified":"2026-10-23"},{"text":"While there is strong support for NbS in national and EU regulatory frameworks, these policies often fail to fully recognize or quantify the multiple co-benefits of NbS, hindering the development of strong business cases for their implementation.","ai_generated":true,"unit":"sei-001486#insight-5","date_modified":"2026-10-23"},{"text":"Of the 38 municipalities investigated, 29 (76%) had at least one specific steering or supporting document for stormwater management as of March 2024.","ai_generated":true,"unit":"sei-001486#insight-6","date_modified":"2026-10-23"}],"climate_tags":["nature-based solutions","climate change adaptation","water quality","biodiversity","urban heat island","carbon sequestration","air quality","Sustainable Development Goals","green infrastructure"],"geography_discussed":["Malmö","Gävle","Jönköping","Copenhagen"],"frame_perspective":[],"analysis_type":["policy mapping","cost analysis","regulatory review"]},{"id":"sei-001530","url":"https://climateinsightsdirectory.org/document/sei-001530","title":"Pursuing more equitable access to urban green spaces","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2025-01","source_url":"https://www.sei.org/wp-content/uploads/2024/12/pursuing-more-equitable-access-to-green-spaces.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines how urban green space access is often socially determined by income, gender, and age, particularly in rapidly growing cities in Africa, Asia, and Latin America. It highlights that lower-income communities often prioritize provisioning services—such as food and fuel—over the aesthetic or health-related benefits typically emphasized in high-income contexts. The authors argue that top-down planning frequently fails these populations and can lead to gentrification or social opposition. Using a case study from the Nakuru River area in Kenya, the report identifies systemic barriers to community-led management, including unclear governmental responsibilities, funding shortfalls, and the influence of external NGOs. It concludes that equitable urban greening requires integrating infrastructure improvements and employment opportunities with participatory design that includes women, youth, and people with disabilities.","ai_generated":true,"unit":"sei-001530#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Lower-income populations in urban areas, especially in low- and lower-middle-income countries with rapid growth and informal settlements, frequently have limited access to quality green spaces and their associated benefits.","ai_generated":true,"unit":"sei-001530#insight-1","date_modified":"2026-10-23"},{"text":"The utility of urban green spaces differs by socio-economic status; lower-income neighborhoods have a higher demand for provisioning services such as food, medicine, and wood for energy, whereas high-income areas may prioritize different amenities.","ai_generated":true,"unit":"sei-001530#insight-2","date_modified":"2026-10-23"},{"text":"Access to urban green spaces is often unequal and socially determined by factors including income, race, ethnicity, age, gender, and disability, which constitutes an environmental justice issue with public health implications.","ai_generated":true,"unit":"sei-001530#insight-3","date_modified":"2026-10-23"},{"text":"Top-down urban planning in low- and middle-income countries often neglects the needs of local communities in informal settlements and can lead to 'green gentrification,' which displaces low-income residents.","ai_generated":true,"unit":"sei-001530#insight-4","date_modified":"2026-10-23"},{"text":"Community-led initiatives face significant barriers, including limited financial and institutional capacity of public authorities, tensions between local leaders and external NGOs, and a lack of awareness regarding nature-based solutions for climate risk.","ai_generated":true,"unit":"sei-001530#insight-5","date_modified":"2026-10-23"},{"text":"Insights from the Nakuru River area in Kenya reveal that community-led management is hindered by unclear governmental responsibilities, ethnic tensions, and systemic issues like unemployment and lack of sanitation infrastructure.","ai_generated":true,"unit":"sei-001530#insight-6","date_modified":"2026-10-23"}],"climate_tags":["urban green space","environmental justice","nature-based solutions","informal housing","ecosystem service","urban planning","Flood mitigation"],"geography_discussed":["Kenya","Nakuru","South Africa","Colombia","People's Republic of China","Tanzania","Bangladesh","Ghana","Angola"],"frame_perspective":[],"analysis_type":["literature review","case study","stakeholder interviews"]},{"id":"sei-002011","url":"https://climateinsightsdirectory.org/document/sei-002011","title":"Water lost to evaporation from lower Snake River reservoirs","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"briefing","language":"en","date_published":"2025-01","source_url":"https://www.sei.org/wp-content/uploads/2025/01/water-lost-evaporation-lower-snake-river-reservoirs-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The four lower Snake River dams cause an average additional water loss of approximately 30,000 acre-feet per year due to evaporation compared to free-flowing conditions. This loss is valued at roughly $110 million as a water right and is equivalent to the water needed to grow 8,000 acres of apples or supply the household needs of 240,000 people. Future projections (2025–2055) suggest these losses will persist or slightly increase, ranging from 30,100 to 32,800 acre-feet per year across eight global climate models.","ai_generated":true,"unit":"sei-002011#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Between 1990 and 2020, the four lower Snake River reservoirs lost an average of 30,400 additional acre-feet of water annually to evaporation when compared to predicted free-flowing conditions.","ai_generated":true,"unit":"sei-002011#insight-1","date_modified":"2026-10-23"},{"text":"Future projections for 2025–2055 estimate an average additional loss of 31,400 acre-feet per year, with estimates from eight global climate models ranging between 30,100 and 32,800 acre-feet per year, assuming storage volumes remain consistent with 1990–2020 levels.","ai_generated":true,"unit":"sei-002011#insight-2","date_modified":"2026-10-23"},{"text":"The additional evaporation loss of approximately 30,000 acre-feet per year has a calculated economic value of about $110 million as a water right, based on a 2024 estimated price of $3,680 per acre-foot.","ai_generated":true,"unit":"sei-002011#insight-3","date_modified":"2026-10-23"},{"text":"The volume of water lost to additional evaporation is equivalent to the amount required to support the residential needs of 240,000 people or to irrigate approximately 8,000 acres of apples.","ai_generated":true,"unit":"sei-002011#insight-4","date_modified":"2026-10-23"},{"text":"The increased evaporation is driven by the difference in surface area; the reservoirs cover roughly 25,000 acres, whereas the estimated surface area of the free-flowing river is around 11,000 acres.","ai_generated":true,"unit":"sei-002011#insight-5","date_modified":"2026-10-23"}],"climate_tags":["agricultural irrigation","hydropower"],"geography_discussed":["Columbia River","Idaho"],"frame_perspective":[],"analysis_type":["quantitative assessment","comparative analysis","predictive modelling"]},{"id":"sei-002215","url":"https://climateinsightsdirectory.org/document/sei-002215","title":"Climate change, migration and justice","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2025-01","source_url":"https://www.sei.org/wp-content/uploads/2025/01/climate-migration-justice-pathways-sei2025-008.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"This report by the Stockholm Environment Institute (SEI) examines the complex nexus of climate change, migration, and justice. It argues that climate change acts as a risk multiplier that interacts with socio-economic and political factors rather than being a sole driver of migration. The document identifies eight key challenges—including the oversimplification of the climate-conflict-migration link, the risks of instrumentalizing migration as adaptation, and the impacts of slow-onset events—and proposes interdisciplinary, rights-based solutions. SEI highlights its strengths in analyzing transboundary climate impacts, conducting grounded comparative research to shift power dynamics, and fostering global cooperation for sustainable livelihoods through tools like AidAtlas and Trase.","ai_generated":true,"unit":"sei-002215#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate change rarely acts as the sole driver of migration; instead, it interacts with socio-economic, cultural, and political factors, often exacerbating existing pressures on traditional migration drivers.","ai_generated":true,"unit":"sei-002215#insight-1","date_modified":"2026-10-23"},{"text":"Simplistic narratives that directly link climate change to violent conflict can lead to restrictive, securitized policies that criminalize asylum and border entrenchment rather than supporting inclusive adaptation.","ai_generated":true,"unit":"sei-002215#insight-2","date_modified":"2026-10-23"},{"text":"While migration can be a viable adaptation strategy to diversify income and improve resilience, it risks being instrumentalized for economic gain, potentially neglecting protection gaps and social risks for the most vulnerable.","ai_generated":true,"unit":"sei-002215#insight-3","date_modified":"2026-10-23"},{"text":"Immobility is a critical but often overlooked dimension of climate mobility, where systemic inequalities leave the most vulnerable populations unable to move out of harm's way.","ai_generated":true,"unit":"sei-002215#insight-4","date_modified":"2026-10-23"},{"text":"Slow-onset events, such as sea-level rise and desertification, cause profound long-term demographic shifts but receive less policy attention than sudden-onset disasters.","ai_generated":true,"unit":"sei-002215#insight-5","date_modified":"2026-10-23"},{"text":"Inequitable natural resource management and large-scale development projects, such as hydropower dams and biofuel plantations, compound climate risks and increase displacement for marginalized and Indigenous communities.","ai_generated":true,"unit":"sei-002215#insight-6","date_modified":"2026-10-23"},{"text":"Climate-related migration creates intergenerational burdens, where parental migration for income diversification often leaves children and elderly caregivers with increased emotional stress and caregiving responsibilities.","ai_generated":true,"unit":"sei-002215#insight-7","date_modified":"2026-10-23"},{"text":"Current climate mobility projections, such as claims of '1 billion climate refugees by 2050', often lack methodological rigor and are used to justify restrictive border controls.","ai_generated":true,"unit":"sei-002215#insight-8","date_modified":"2026-10-23"},{"text":"There is a significant Global North bias in climate migration research; although studies focus on the Global South, they are predominantly led and funded by Northern institutions, marginalizing Southern scholars and local voices.","ai_generated":true,"unit":"sei-002215#insight-9","date_modified":"2026-10-23"},{"text":"Rapid urbanization in developing countries often leads migrants to informal settlements and slums that lack the infrastructure to withstand climate events like floods and heatwaves.","ai_generated":true,"unit":"sei-002215#insight-10","date_modified":"2026-10-23"}],"climate_tags":["climate justice","climate change adaptation","sea level rise","desertification","natural resource management","urban resilience","informal housing","energy transition","biobased economy"],"geography_discussed":["Africa","Asia","Latin America","Caribbean","Sahel","Afghanistan","Myanmar","Bangladesh","Thailand","Malaysia","Cambodia","Indonesia","Kenya","Honduras","Laos","Vietnam","Nigeria","Guatemala"],"frame_perspective":[],"analysis_type":["policy review","thematic analysis","case study"]},{"id":"sei-002225","url":"https://climateinsightsdirectory.org/document/sei-002225","title":"The co-impacts of climate action in cities","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2025-01","source_url":"https://www.sei.org/wp-content/uploads/2025/01/co-impacts-climate-action-cities-sei2025-001.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper examines the 'co-impacts'—both intended and unintended, positive and negative—of urban climate policies. It argues that current literature and city plans overemphasize positive co-benefits (such as improved air quality and health) while neglecting adverse effects and equity considerations. The authors propose a 'people, planet, and profit' framework to categorize these impacts across various urban strategies, including building retrofits, circular economy initiatives, and transport shifts, to help cities avoid policy backlash and ensure a just transition.","ai_generated":true,"unit":"sei-002225#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Scientific literature on urban climate action predominantly focuses on positive effects, such as health and environmental improvements, while frequently overlooking potential adverse impacts.","ai_generated":true,"unit":"sei-002225#insight-1","date_modified":"2026-10-23"},{"text":"There is a significant research gap regarding which specific city actors benefit from or are harmed by climate interventions, as well as how these impacts are distributed spatially and socially.","ai_generated":true,"unit":"sei-002225#insight-2","date_modified":"2026-10-23"},{"text":"Urban densification, a common strategy in Swedish cities, can lead to negative environmental and social outcomes if poorly planned, including increased urban heat island effects, flood risks, and reduced resident wellbeing.","ai_generated":true,"unit":"sei-002225#insight-3","date_modified":"2026-10-23"},{"text":"The transition to a circular economy may offer economic benefits like GDP growth and innovation, but it can also cause job losses in traditional linear sectors and raise concerns about the quality of new employment.","ai_generated":true,"unit":"sei-002225#insight-4","date_modified":"2026-10-23"},{"text":"Transport electrification reduces carbon emissions and noise but introduces new negative impacts, such as increased demand for critical raw materials and non-exhaust emissions from tyre and brake wear.","ai_generated":true,"unit":"sei-002225#insight-5","date_modified":"2026-10-23"},{"text":"Nature-based solutions like increased green space improve mental health and air quality, but can inadvertently trap traffic-related pollution in some areas or cause ecological imbalances if carbon markets drive high-density tree plantations.","ai_generated":true,"unit":"sei-002225#insight-6","date_modified":"2026-10-23"},{"text":"Climate action strategies such as congestion charges or energy price hikes may improve air quality and reduce emissions, but they risk negatively impacting lower socio-economic groups if equity is not addressed.","ai_generated":true,"unit":"sei-002225#insight-7","date_modified":"2026-10-23"}],"climate_tags":["circular economy","electric vehicle","nature-based solutions","carbon capture and storage","active mobility","energy efficiency","green building","climate justice","urban heat island","planetary boundary"],"geography_discussed":["World","Adelaide","Copenhagen","Helsinki","Indianapolis","Kampala","León de Los Aldama","New York City"],"frame_perspective":[],"analysis_type":["literature review","policy analysis"]},{"id":"sei-002243","url":"https://climateinsightsdirectory.org/document/sei-002243","title":"Decolonial climate finance in practice: assessing proposed reforms","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2025-01","source_url":"https://www.sei.org/wp-content/uploads/2025/01/decolonial-climate-finance-assessing-proposed-reforms-sei2025-003.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The research paper examines the 'coloniality' of the international financial architecture, arguing that current climate finance mechanisms are controlled by the Global North and perpetuate power imbalances. The authors propose a decolonial framework based on the 'matrix of power' to evaluate reforms. Applying this to the Bridgetown Initiative, they find that while it is led by the Global South, it remains limited by its reliance on existing institutions like the IMF and World Bank, a lack of focus on debt cancellation, and an over-emphasis on private sector finance. The paper recommends shifting toward grants-based public finance, unconditional debt cancellation, local-level funding access, and global tax and trade reforms to achieve a truly decolonial system.","ai_generated":true,"unit":"sei-002243#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The current global financial architecture, established during the 1944 Bretton Woods conference, continues to serve the interests of the wealthy Global North countries that created it, resulting in structural inequalities and unequal power dynamics.","ai_generated":true,"unit":"sei-002243#insight-1","date_modified":"2026-10-23"},{"text":"The Bridgetown Initiative is recognized as a significant step because it is led by the Global South and focuses on the interconnected crises of cost of living, debt, and climate change facing lower-income countries.","ai_generated":true,"unit":"sei-002243#insight-2","date_modified":"2026-10-23"},{"text":"Despite its origins, the Bridgetown Initiative is criticized for failing to address the root causes of the debt crisis, as version 3.0 removed measures related to debt reduction or cancellation.","ai_generated":true,"unit":"sei-002243#insight-3","date_modified":"2026-10-23"},{"text":"The Bridgetown Initiative's reliance on private sector finance and the strengthening of institutions like the IMF and World Bank may consolidate power within colonial-rooted entities and undermine the principle of historical responsibility.","ai_generated":true,"unit":"sei-002243#insight-4","date_modified":"2026-10-23"},{"text":"A truly decolonial approach to climate finance requires a shift from loan-based instruments to grants-based public finance, as grants currently represent less than 5% of total climate finance.","ai_generated":true,"unit":"sei-002243#insight-5","date_modified":"2026-10-23"},{"text":"To ensure climate justice, finance must be channeled directly to local communities and Indigenous Peoples, bypassing the restrictive accreditation requirements of large-scale mechanisms like the Green Climate Fund.","ai_generated":true,"unit":"sei-002243#insight-6","date_modified":"2026-10-23"},{"text":"Global tax reforms, such as those discussed by the International Tax Task Force, could potentially raise over USD 1 trillion per year in public funds for the Global South.","ai_generated":true,"unit":"sei-002243#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate finance","Private sector engagement","climate justice","indigenous people","multilateral development bank","Green Climate Fund"],"geography_discussed":["Barbados"],"frame_perspective":[],"analysis_type":["policy assessment","case study","theoretical framework application"]},{"id":"sei-002338","url":"https://climateinsightsdirectory.org/document/sei-002338","title":"Advancing Indigenous Peoples’ rights for inclusive and sustainable environmental governance in ASEAN","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"policy brief","language":"en","date_published":"2025-01","source_url":"https://www.sei.org/wp-content/uploads/pdfs/186705/indigenous-peoples-rights-environmental-governance.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document highlights the critical role of Indigenous Peoples in Southeast Asia as stewards of biodiversity and climate stability, noting that deforestation rates on their lands are half those on other lands. It criticizes the current draft of the ASEAN declaration on environmental rights for omitting Indigenous Peoples, which the authors argue leads to human rights violations, land dispossession, and the marginalization of traditional ecological knowledge. The brief provides specific recommendations for the declaration, including the recognition of Free, Prior and Informed Consent (FPIC) and the protection of Indigenous Environmental Human Rights Defenders.","ai_generated":true,"unit":"sei-002338#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Indigenous Peoples in Southeast Asia are highly effective environmental stewards; deforestation rates on their lands are half those found on other lands, and they manage over 24 percent of aboveground carbon stored in tropical forests.","ai_generated":true,"unit":"sei-002338#insight-1","date_modified":"2026-10-23"},{"text":"The current draft of the ASEAN declaration on environmental rights fails to recognize Indigenous Peoples and their rights, which may undermine the effectiveness of regional environmental governance given that approximately 100 million people in the region identify as Indigenous.","ai_generated":true,"unit":"sei-002338#insight-2","date_modified":"2026-10-23"},{"text":"Many ASEAN Member States lack comprehensive legal recognition of Indigenous Peoples, with only the Philippines and Malaysia (specifically Sabah and Sarawak) recognizing them as \"Indigenous\" in their constitutions.","ai_generated":true,"unit":"sei-002338#insight-3","date_modified":"2026-10-23"},{"text":"The lack of legal recognition has led to human rights violations and the dispossession of lands through state-created protected areas and commercial projects, such as a 100-year carbon trading deal in Sabah, Malaysia, signed without Free, Prior and Informed Consent.","ai_generated":true,"unit":"sei-002338#insight-4","date_modified":"2026-10-23"},{"text":"Indigenous Environmental Human Rights Defenders face severe violence; between 2012 and 2023, 468 defenders were murdered in Asia, with the highest numbers in the Philippines (298), Indonesia (20), and Thailand (13).","ai_generated":true,"unit":"sei-002338#insight-5","date_modified":"2026-10-23"},{"text":"Traditional ecological knowledge is often marginalized or misrepresented in Southeast Asia; for example, rotational farming is frequently misunderstood as harmful and criminalized in Indonesia, Lao PDR, Malaysia, Myanmar, Thailand, and Vietnam.","ai_generated":true,"unit":"sei-002338#insight-6","date_modified":"2026-10-23"}],"climate_tags":["indigenous rights","biodiversity","climate change adaptation","climate change mitigation","forest management","nature-based solutions","environmental governance","Free, Prior and Informed Consent"],"geography_discussed":["Philippines","Malaysia","Cambodia","Indonesia","Thailand","Myanmar","Vietnam","Laos","Sabah","Sarawak"],"frame_perspective":[],"analysis_type":["policy analysis","human rights assessment"]},{"id":"sei-001195","url":"https://climateinsightsdirectory.org/document/sei-001195","title":"2025 Nationally determined contribution of the Republic of Kazakhstan to the global response to climate change until 2035","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2025","source_url":"https://cdn.leap.sei.org/pubattachments/5188.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Kazakhstan's NDC 3.0 sets a target to reduce net greenhouse gas emissions by 17% below 1990 levels by 2035 unconditionally, and up to 25% with international support. The plan aligns with a long-term goal of carbon neutrality by 2060 and emphasizes a transition from coal-dependency toward renewable energy, nuclear power, and energy efficiency. The document details sectoral mitigation measures, adaptation strategies for water and agriculture, and a framework for addressing loss and damage. Implementation is supported by a revitalized Emissions Trading System (ETS) and a proposed Carbon Fund, with total indicative investment needs for 2026–2035 estimated at USD 175.6 billion.","ai_generated":true,"unit":"sei-001195#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Kazakhstan has established a dual mitigation target for 2035: an unconditional reduction of net greenhouse gas emissions by 17% below 1990 levels, and a conditional target of up to 25% reduction depending on international finance, technology transfer, and capacity building.","ai_generated":true,"unit":"sei-001195#insight-1","date_modified":"2026-10-23"},{"text":"The country aims to significantly shift its electricity generation mix by 2035, targeting at least 35% from low-carbon sources—including renewables, nuclear, and hydropower—under the unconditional pathway, and up to 73% under the conditional pathway.","ai_generated":true,"unit":"sei-001195#insight-2","date_modified":"2026-10-23"},{"text":"Indicative investment needs for the 2026–2035 period are estimated at USD 175.6 billion, comprising USD 128.5 billion for mitigation and USD 47 billion for adaptation, representing approximately 5.5% of current annual GDP.","ai_generated":true,"unit":"sei-001195#insight-3","date_modified":"2026-10-23"},{"text":"Kazakhstan is utilizing a market-based approach to decarbonization through its Emissions Trading System (ETS), which covers 212 large installations and approximately 42.9% of national CO₂ emissions, with a carbon budget reducing by 3.41% annually through 2030.","ai_generated":true,"unit":"sei-001195#insight-4","date_modified":"2026-10-23"},{"text":"Adaptation priorities focus heavily on water and agriculture due to vulnerabilities to floods and droughts; specific targets include increasing water storage capacity to 2.65 billion m³ by 2028 and restoring 700,000 hectares of land through afforestation and reforestation.","ai_generated":true,"unit":"sei-001195#insight-5","date_modified":"2026-10-23"},{"text":"The government recognizes significant economic losses from climate disasters, noting that between 2020 and 2024, damages averaged 0.24% of GDP annually, with severe spring floods in 2024 alone causing losses of approximately USD 450 million.","ai_generated":true,"unit":"sei-001195#insight-6","date_modified":"2026-10-23"},{"text":"To facilitate climate finance, Kazakhstan plans to establish a Country Platform for Climate Finance Mobilization and a Carbon Fund to pool revenues from ETS auctions and Article 6 transactions.","ai_generated":true,"unit":"sei-001195#insight-7","date_modified":"2026-10-23"},{"text":"The transition strategy includes a 'just transition' framework to support coal-dependent regions through labor market assessments, worker re-training, and regional economic diversification.","ai_generated":true,"unit":"sei-001195#insight-8","date_modified":"2026-10-23"},{"text":"Kazakhstan intends to use Article 6 of the Paris Agreement to pilot advanced technologies such as low-carbon hydrogen, carbon capture, utilization, and storage (CCUS), and Power-to-X systems.","ai_generated":true,"unit":"sei-001195#insight-9","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","carbon neutrality","renewable energy","nuclear power","emission trading","climate finance","climate change adaptation","water management","Climate-smart agriculture","afforestation","loss and damage","just transition","energy efficiency","electric vehicle","Sustainable Aviation Fuel"],"geography_discussed":["Turkestan Oblast","Akmola Region","Karaganda Region","Abay","East Kazakhstan Region","Jambyl Region","Almaty Region","Zhetisu Region","West Kazakhstan Region","Aktobe Region","Astana","Shymkent","Kyzylorda Region","Mangystau Region","Atyrau Region","Japan","South Korea"],"frame_perspective":[],"analysis_type":["policy framework","emissions modeling","investment assessment","vulnerability analysis"]},{"id":"sei-001928","url":"https://climateinsightsdirectory.org/document/sei-001928","title":"Production Gap Report 2025","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"executive summary","language":"en","date_published":"2025","source_url":"https://productiongap.org/wp-content/uploads/2025/09/SEI_PGR2025_ExecSum_r6-rev.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Production Gap Report 2025 finds that governments are planning more fossil fuel production than in 2023, with projected 2030 levels exceeding 1.5°C-consistent pathways by over 120%. While some countries are advancing clean energy transitions, 17 of 20 profiled major producers still plan to increase the production of at least one fossil fuel by 2030, undermining global climate commitments.","ai_generated":true,"unit":"sei-001928#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Planned production levels for coal and gas have risen since the 2023 report, with coal production for 2030 estimated to be 7% higher and gas production 5% higher. Oil production plans continue to increase toward 2050.","ai_generated":true,"unit":"sei-001928#insight-1","date_modified":"2026-10-23"},{"text":"The failure to curb production in the early 2020s means future reductions must be steeper, more expensive, and harder to achieve due to the lock-in of fossil fuel infrastructure.","ai_generated":true,"unit":"sei-001928#insight-2","date_modified":"2026-10-23"},{"text":"Of the 20 major producer countries profiled, 17 still plan to increase the production of at least one fossil fuel by 2030, and 13 plan significant increases in gas production.","ai_generated":true,"unit":"sei-001928#insight-3","date_modified":"2026-10-23"},{"text":"Many governments continue to provide high levels of financial support for fossil fuels through infrastructure investment, subsidies for state-owned enterprises, tax incentives, and opening new exploration areas, despite international agreements to phase out inefficient subsidies.","ai_generated":true,"unit":"sei-001928#insight-4","date_modified":"2026-10-23"},{"text":"Some positive progress is noted, with six of the 20 profiled countries now developing production scenarios aligned with net zero targets, and specific nations like China, Brazil, Colombia, and Germany advancing clean energy or transition roadmaps.","ai_generated":true,"unit":"sei-001928#insight-5","date_modified":"2026-10-23"}],"climate_tags":["petroleum industry","Paris Agreement","carbon neutrality","climate finance","fossil fuel subsidy","just transition","Nationally Determined Contributions","renewable energy","solar energy","wind power","Just Energy Transition Partnership"],"geography_discussed":["Australia","Brazil","Canada","People's Republic of China","Colombia","Germany","India","Indonesia","Kazakhstan","Kuwait","Mexico","Nigeria","Norway","Qatar","Russia","Saudi Arabia","South Africa","United Arab Emirates","United Kingdom","United States"],"frame_perspective":[],"analysis_type":["comparative analysis","gap analysis"]},{"id":"sei-002131","url":"https://climateinsightsdirectory.org/document/sei-002131","title":"NATIONALLY DETERMINED CONTRIBUTION NDC 3.0 RWANDA’S 2035","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2025","source_url":"https://cdn.leap.sei.org/pubattachments/5166.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Rwanda's NDC 3.0 sets an ambitious target to reduce net greenhouse gas emissions by 53% by 2035 compared to a business-as-usual scenario, integrating Land Use, Land Use Change and Forestry (LULUCF) for the first time. The plan prioritizes adaptation across eight sectors, including agriculture and water resources, and establishes a dedicated loss and damage response mechanism. Implementing these goals requires an estimated USD 12 billion, with USD 5 billion for mitigation and USD 7 billion for adaptation.","ai_generated":true,"unit":"sei-002131#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Rwanda has established an economy-wide mitigation target to reduce net greenhouse gas emissions by 53% by 2035 relative to a business-as-usual (BAU) scenario. This target consists of an unconditional reduction of 7% (1.84 million tCO2e) and a conditional reduction of 46% (13.02 million tCO2e) based on international support.","ai_generated":true,"unit":"sei-002131#insight-1","date_modified":"2026-10-23"},{"text":"The 2015 base year emissions are estimated at 8.7 million tCO2e, with agriculture being the largest source at approximately 63% (5.51 million tCO2e). Energy and waste each account for about 18% of total emissions, while industrial processes and product use (IPPU) account for 1%.","ai_generated":true,"unit":"sei-002131#insight-2","date_modified":"2026-10-23"},{"text":"Mitigation potential is highest in the energy sector (5.52 million tCO2e) and agriculture sector (5.37 million tCO2e). Key energy measures include the adoption of electric vehicles, renewable power generation, and clean cookstoves, while agricultural potential relies heavily on soil conservation practices like terracing and mulching.","ai_generated":true,"unit":"sei-002131#insight-3","date_modified":"2026-10-23"},{"text":"Adaptation is the foremost priority, focusing on eight sectors: water resources, agriculture, land and forestry, urbanization and human settlements, health, transport, mining, and WASH. Specific targets include rehabilitating over one million hectares of degraded land by 2030 and expanding irrigated areas from 102,000 ha in 2025 to 200,000 ha by 2030.","ai_generated":true,"unit":"sei-002131#insight-4","date_modified":"2026-10-23"},{"text":"Rwanda is implementing a dedicated loss and damage response mechanism to address impacts beyond the reach of adaptation. This includes upgrading the National Disaster Information Management System (NDIMS) to a real-time, AI/ML-driven platform by 2030 and establishing a unified L&D risk database.","ai_generated":true,"unit":"sei-002131#insight-5","date_modified":"2026-10-23"},{"text":"The total estimated cost to implement NDC 3.0 through 2035 is USD 12.032 billion, comprising USD 4.96 billion for mitigation and USD 7.071 billion for adaptation. Approximately 10% of mitigation costs and 23% of adaptation costs are expected to be covered by domestic unconditional funding.","ai_generated":true,"unit":"sei-002131#insight-6","date_modified":"2026-10-23"},{"text":"Climate change has caused significant economic losses in Rwanda, with extreme weather events between 2016 and 2024 resulting in cumulative loss and damage of approximately USD 1.2 billion. In May 2023 alone, floods and landslides caused damages exceeding USD 415 million and 131 fatalities.","ai_generated":true,"unit":"sei-002131#insight-7","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","climate finance","climate change adaptation","climate change mitigation","electric vehicle","renewable energy","hydropower","solar energy","Climate-smart agriculture","Integrated Water Resources Management","loss and damage","early warning system","nature-based solutions","carbon emission trading","green job"],"geography_discussed":["Kigali"],"frame_perspective":[],"analysis_type":["policy assessment","emissions projection","financial needs assessment"]}]}