{"query_echo":{"q":"","filters":{"organization":["Stockholm Environment Institute"]},"warnings":[]},"total":{"value":2826,"relation":"eq"},"page":18,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?organization=stockholm-environment-institute&page=18","next":"https://climateinsightsdirectory.org/api/v1/search?organization=stockholm-environment-institute&page=19","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-002364","url":"https://climateinsightsdirectory.org/document/sei-002364","title":"Land cover scenarios in four Kenyan arid and semi-arid regions by 2050","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2024-07","source_url":"https://www.sei.org/wp-content/uploads/2024/06/land-cover-kenyan-arid-2050-sei2024-029.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study analyzes LULC trends in Turkana, Narok, West Pokot, and Elgeyo Marakwet counties, finding that achieving a 10% forest cover target yields the most favorable environmental and agricultural outcomes by 2050. It warns against the 'Shamba system' of forest-to-cropland conversion and highlights the threat of invasive species, particularly Prosopis juliflora, in arid regions.","ai_generated":true,"unit":"sei-002364#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Adopting interventions to achieve a 10% forest cover (Scenario 1) is projected to yield the most favorable environmental outcomes by 2050, increasing forest cover and supporting cropland expansion across all four studied counties.","ai_generated":true,"unit":"sei-002364#insight-1","date_modified":"2026-10-23"},{"text":"The 'Shamba system', which allows farmers to cultivate within forests, is projected to significantly increase deforestation and reduce forest cover, particularly in Narok County where cropland could triple from 4% to 11% by 2050.","ai_generated":true,"unit":"sei-002364#insight-2","date_modified":"2026-10-23"},{"text":"In Turkana County, 15% of the land is bare or barren, making it highly susceptible to soil erosion; under a business-as-usual scenario, this is projected to increase to 19% by 2050.","ai_generated":true,"unit":"sei-002364#insight-3","date_modified":"2026-10-23"},{"text":"Forest cover in Turkana County is extremely low, occupying less than 1% of total LULC, with nearly half of existing trees located within 1 km of river channels, suggesting a high prevalence of invasive species.","ai_generated":true,"unit":"sei-002364#insight-4","date_modified":"2026-10-23"},{"text":"Narok County has seen a slowing rate of deforestation between 2011 and 2021, attributed to government evictions from the Mau Forest to establish boundaries, though forest cover is still projected to decline by 2050.","ai_generated":true,"unit":"sei-002364#insight-5","date_modified":"2026-10-23"},{"text":"Elgeyo Marakwet County currently has the highest forest proportion of the four counties at 12%, but this is projected to decline to 7% by 2050 if current trends persist.","ai_generated":true,"unit":"sei-002364#insight-6","date_modified":"2026-10-23"},{"text":"West Pokot County is dominated by shrublands (77%) and is less vulnerable to soil erosion than Turkana due to having less than 1% bare land, though its forests are projected to decline to 1.1% by 2050.","ai_generated":true,"unit":"sei-002364#insight-7","date_modified":"2026-10-23"},{"text":"The study identifies a risk of wetland degradation in Turkana and West Pokot counties due to the conversion of wetlands to croplands, driven by the proximity of cultivation to water bodies.","ai_generated":true,"unit":"sei-002364#insight-8","date_modified":"2026-10-23"},{"text":"Invasive woody species, specifically Prosopis juliflora, are identified as a major threat in ASAL regions, as they can deplete groundwater and prevent crop growth where established.","ai_generated":true,"unit":"sei-002364#insight-9","date_modified":"2026-10-23"}],"climate_tags":["forest restoration","deforestation","soil erosion","agroforestry","carbon sequestration","food security"],"geography_discussed":["Mau Forest"],"frame_perspective":[],"analysis_type":["spatiotemporal analysis","scenario modelling","predictive modelling"]},{"id":"sei-002384","url":"https://climateinsightsdirectory.org/document/sei-002384","title":"Methods for measuring greenhouse gas emissions from sanitation and wastewater management systems","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2024-07","source_url":"https://www.sei.org/wp-content/uploads/2024/07/methods-greenhouse-gas-emissions-sanitation-sei2024-030.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes seven categories of enclosure-based and open measurement methods for greenhouse gas emissions in sanitation systems. It finds that while enclosure-based methods like flux chambers are widely used, they are limited by scale. Emerging optical and remote sensing methods offer broader coverage but are constrained by high costs. The document highlights a critical lack of empirical data for non-sewered sanitation in low- and middle-income countries and advocates for standardized, affordable methodologies and increased collaboration to improve national greenhouse gas inventories.","ai_generated":true,"unit":"sei-002384#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Sanitation and wastewater management systems contribute over half a billion tonnes of CO2 equivalents annually, representing approximately 1.3% of global greenhouse gas emissions, though this may be an underestimate due to limited empirical data.","ai_generated":true,"unit":"sei-002384#insight-1","date_modified":"2026-10-23"},{"text":"Enclosure-based methods, specifically static and flow-through flux chambers, are the most common tools used across the sanitation chain, but they often require adaptation from agricultural designs to fit liquid-air interfaces and can underestimate total emissions in large facilities due to scale limitations.","ai_generated":true,"unit":"sei-002384#insight-2","date_modified":"2026-10-23"},{"text":"There is a complete absence of literature regarding the measurement of greenhouse gas emissions at the user interface (e.g., toilets and urinals), likely because the short residence time of excreta is assumed to result in negligible emissions.","ai_generated":true,"unit":"sei-002384#insight-3","date_modified":"2026-10-23"},{"text":"Open measurement methods, including optical sensors and remote sensing, provide high-resolution and broad-scale monitoring but are primarily utilized in high-income countries due to high equipment costs and the need for specialized expertise.","ai_generated":true,"unit":"sei-002384#insight-4","date_modified":"2026-10-23"},{"text":"The IPCC Guidelines for National Greenhouse Gas Inventories lack comprehensive emission factors for many non-sewered technologies, only including factors for pit latrines and septic tanks, which leads to significant uncertainties in emissions inventories.","ai_generated":true,"unit":"sei-002384#insight-5","date_modified":"2026-10-23"},{"text":"High costs of equipment and the requirement for highly qualified personnel in chemistry and atmospheric sciences create significant barriers to empirical measurement in low- and middle-income countries.","ai_generated":true,"unit":"sei-002384#insight-6","date_modified":"2026-10-23"},{"text":"A lack of standardized methodological approaches and equipment designs, combined with variability in sanitation technology construction (such as pit latrine depth), limits the comparability of results between different empirical studies.","ai_generated":true,"unit":"sei-002384#insight-7","date_modified":"2026-10-23"},{"text":"Interest in sanitation emissions data is driven by national reporting obligations, the search for low-emissions technology options, and the pursuit of climate finance through carbon credits.","ai_generated":true,"unit":"sei-002384#insight-8","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","methane","nitrous oxide","carbon dioxide","remote sensing","climate finance","carbon credit","climate change mitigation"],"geography_discussed":["Ethiopia","India","Ireland","Kenya","Nepal","Senegal","Thailand","Uganda","United States","Vietnam","Austria","Burkina Faso","People's Republic of China","Denmark","Haiti","Japan","Mexico","Spain","Netherlands","United Kingdom","Australia","Brazil","Canada","Zimbabwe","Italy","Tanzania","Sweden","France","Romania","South Korea"],"frame_perspective":[],"analysis_type":["methodological review","scoping review","expert interviews"]},{"id":"sei-000289","url":"https://climateinsightsdirectory.org/document/sei-000289","title":"What is still at stake in the Gran Chaco?","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2024-06-27","source_url":"https://www.sei.org/publications/what-still-at-stake-gran-chaco/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study analyzes land-system changes in the Gran Chaco from 1985 to 2015 and simulates futures up to 2045 across nine scenarios. It finds that the 'Agribusiness' narrative leads to the most severe social-ecological impacts, with 10% of the region already following this pathway. Potential hotspots for vegetation loss include western and southern Argentinian Chaco and western Paraguayan Chaco. The authors argue that stricter land-use and conservation planning are necessary to protect the region's biodiversity, carbon density, and forest-dependent communities.","ai_generated":true,"unit":"sei-000289#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Since 1985, large areas of woodland in the Gran Chaco have been replaced by intensified agriculture and mosaics of agriculture and remaining natural vegetation.","ai_generated":true,"unit":"sei-000289#insight-1","date_modified":"2026-10-23"},{"text":"Simulations for 2045 identify potential hotspots of natural vegetation loss in the western and southern Argentinian Chaco and the western Paraguayan Chaco, driven by both new and existing agricultural frontiers.","ai_generated":true,"unit":"sei-000289#insight-2","date_modified":"2026-10-23"},{"text":"Among the tested policy narratives, Agribusiness scenarios cause the strongest social-ecological impacts, whereas the Integration narrative reduces social impacts and Ecomodernism reduces ecological impacts. Currently, 10% of the Chaco follows a pathway consistent with the Agribusiness narrative.","ai_generated":true,"unit":"sei-000289#insight-3","date_modified":"2026-10-23"}],"climate_tags":["deforestation","land-use planning","biodiversity"],"geography_discussed":["Argentina","Paraguay"],"frame_perspective":[],"analysis_type":["simulation","scenario analysis","historical reconstruction"]},{"id":"sei-002854","url":"https://climateinsightsdirectory.org/document/sei-002854","title":"EU Parliament must act on climate change","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"statement","language":"en","date_published":"2024-06-27","source_url":"https://www.sei.org/perspectives/eu-parliament-must-act-on-climate-change/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The authors contend that the EU is experiencing a 'U-turn' in climate commitment due to the rise of far-right political forces and security concerns stemming from Russia's war in Ukraine. They argue that current EU-level policies are 'dangerously inadequate' to protect European lives and livelihoods from catastrophic threats. The text highlights that while some industries and farmers have protested sustainability provisions, the economic costs of climate-induced supply chain disruptions—estimated up to $25 trillion globally over 35 years—far outweigh the costs of regulation. The authors urge policymakers to view climate change as a 'systemic threat' rather than focusing solely on near-term risks.","ai_generated":true,"unit":"sei-002854#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Recent political developments, including EU parliamentary election results and leaked EU Council priorities, suggest a significant retreat from the EU's previous climate commitments.","ai_generated":true,"unit":"sei-002854#insight-1","date_modified":"2026-10-23"},{"text":"Geopolitical instability, specifically trade tensions with China and Russia's war in Ukraine, has shifted EU policy focus toward defense, security, and migration at the expense of the green agenda.","ai_generated":true,"unit":"sei-002854#insight-2","date_modified":"2026-10-23"},{"text":"The economic risks of inaction are severe, with S&P Global noting accelerated corporate credit rating downgrades due to climate exposure, and global supply chain disruptions potentially costing $25 trillion over the next 35 years.","ai_generated":true,"unit":"sei-002854#insight-3","date_modified":"2026-10-23"},{"text":"The Nature Restoration Law is identified as a critical tool for improving degraded ecosystems and increasing climate resilience, despite facing political opposition and potential legal challenges.","ai_generated":true,"unit":"sei-002854#insight-4","date_modified":"2026-10-23"},{"text":"Current EU policies are insufficient to protect the region from the majority of potential catastrophic threats, and policymakers are urged to treat climate change as a systemic threat to society, economy, and natural capital.","ai_generated":true,"unit":"sei-002854#insight-5","date_modified":"2026-10-23"}],"climate_tags":["Climate risk assessment","climate finance","climate migration","biodiversity loss"],"geography_discussed":["World","People's Republic of China","Russia","Ukraine","Austria"],"frame_perspective":[],"analysis_type":["policy analysis","argumentative"]},{"id":"sei-002041","url":"https://climateinsightsdirectory.org/document/sei-002041","title":"Vulnerability and Displacement: Case of Kihoto, Kenya","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"case study","language":"en","date_published":"2024-06-25","source_url":"https://www.sei.org/publications/vulnerability-displacement-case-kihoto-kenya/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The case study examines how the 2020 flooding of Lake Naivasha and subsequent water level rise exacerbated vulnerabilities in the Kihoto informal settlement. Findings indicate that the combined impact of floods, displacement, and the COVID-19 pandemic severely eroded long-term resilience, particularly for women aged 18-35 and those employed in horticulture and agriculture. The report highlights that a lack of official response capacity and limited access to basic services like sanitation and healthcare further increased displacement risks and slowed economic recovery.","ai_generated":true,"unit":"sei-002041#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The intersection of the 2020 floods, displacement, and the COVID-19 pandemic caused severe damage to incomes and long-term resilience through unemployment, increased costs, and the loss of housing, businesses, and local savings schemes.","ai_generated":true,"unit":"sei-002041#insight-1","date_modified":"2026-10-23"},{"text":"The flooding specifically devastated the horticulture and agriculture sectors, which are the primary employers in the area, and impacted businesses already weakened by the pandemic. Women aged 18 to 35 experienced the most significant loss of livelihoods and the highest difficulty finding work post-disaster.","ai_generated":true,"unit":"sei-002041#insight-2","date_modified":"2026-10-23"},{"text":"Vulnerability to displacement is intensified by a lack of official capacity for disaster response and recovery in informal settlements, as well as limited access to essential services including safe water, sanitation, and healthcare.","ai_generated":true,"unit":"sei-002041#insight-3","date_modified":"2026-10-23"}],"climate_tags":["flood","informal housing","climate resilience"],"geography_discussed":["Lake Naivasha","Naivasha"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"sei-000891","url":"https://climateinsightsdirectory.org/document/sei-000891","title":"Flood Resilience Asia: Developing Assessment Indicators for South Korea","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2024-06-20","source_url":"https://www.sei.org/publications/flood-resilience-asia-developing-assessment-indicators-south-korea/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes flood control projects and resilience indicators across Asia to establish a specific flood resilience index for South Korea. This index is designed to assess the capacity of local governments in flood-prone areas to implement prevention and recovery efforts, providing a basis for domestic policy direction.","ai_generated":true,"unit":"sei-000891#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The researchers analyzed flood control projects and resilience indicators across various Asian countries to identify their strengths and limitations as a means of informing domestic policy.","ai_generated":true,"unit":"sei-000891#insight-1","date_modified":"2026-10-23"},{"text":"A specific flood resilience index was created for South Korea to measure how well local governments in areas prone to flooding can execute prevention and recovery activities.","ai_generated":true,"unit":"sei-000891#insight-2","date_modified":"2026-10-23"}],"climate_tags":["water management","climate change adaptation"],"geography_discussed":["Asia"],"frame_perspective":[],"analysis_type":["policy analysis","indicator development"]},{"id":"sei-000875","url":"https://climateinsightsdirectory.org/document/sei-000875","title":"Consumption Emissions: A New Frontier for EU Climate Policy","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2024-06-18","source_url":"https://www.sei.org/publications/consumption-emissions-new-frontier-eu-climate-policy","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report highlights that while the EU has reduced territorial emissions, it has become a net importer of CO2 emissions since 2015, with a significant portion of its carbon footprint originating outside its borders, particularly from China, Russia, the United States, and India.","ai_generated":true,"unit":"sei-000875#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"While EU emissions decreased by 29% between 1990 and 2020, this figure excludes the environmental footprint created by importing emissions-intensive goods and services to meet EU demand.","ai_generated":true,"unit":"sei-000875#insight-1","date_modified":"2026-10-23"},{"text":"Since 2015, the EU has been a net importer of CO2 emissions, meaning emissions from imports for EU consumption are higher than those associated with its exports. Over 30% of these imported emissions come from outside the EU, with China (8.5%), Russia (4.8%), the United States (1.6%), and India (1.6%) being the largest exporters of emissions to the EU.","ai_generated":true,"unit":"sei-000875#insight-2","date_modified":"2026-10-23"},{"text":"Environmental impacts of EU consumption are projected to rise until 2030. To mitigate this, the authors recommend implementing binding EU-level targets, standardizing CBE accounting, mandating member state reporting, strengthening legislation, increasing value chain transparency, and supporting developing countries' sustainable trade practices.","ai_generated":true,"unit":"sei-000875#insight-3","date_modified":"2026-10-23"}],"climate_tags":["trade","greenhouse gas emissions","carbon footprint","climate policy"],"geography_discussed":["People's Republic of China","Russia","United States","India"],"frame_perspective":[],"analysis_type":["policy assessment","case study"]},{"id":"sei-001090","url":"https://climateinsightsdirectory.org/document/sei-001090","title":"Consumption emissions: opportunities for EU climate mitigation","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"policy brief","language":"en","date_published":"2024-06-18","source_url":"https://www.sei.org/publications/consumption-emissions-opportunities-eu-climate-mitigation/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that the EU's territorial emission reductions underestimate its true carbon footprint due to emissions embedded in imports. It identifies food, housing, and mobility as primary consumption 'hotspots' and calls for a shift from a focus on production efficiency to policies that target consumption patterns and behavioral change. Key barriers include a lack of standardized monitoring and supply chain transparency, while opportunities lie in leveraging the EU's market influence to set common CBE targets and support developing countries in transitioning to low-carbon production.","ai_generated":true,"unit":"sei-001090#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The EU's consumption-based CO2 emissions are significantly higher than its territorial emissions, accounting for approximately 9% of global CO2 emissions in 2021 (3.5 billion metric tonnes), which is disproportionate to the EU's 5.7% share of the world population.","ai_generated":true,"unit":"sei-001090#insight-1","date_modified":"2026-10-23"},{"text":"Consumption-based emissions (CBEs) vary significantly across EU member states; in 2021, the average footprint was 8.0 tonnes CO2 equivalent per person, with a range from 4.6 tonnes in Slovakia to 11.0 tonnes in Denmark and Luxembourg.","ai_generated":true,"unit":"sei-001090#insight-2","date_modified":"2026-10-23"},{"text":"The primary consumption 'hotspots' for emissions at the EU level are identified as food, housing, and mobility. While food and household goods show the least variation between member states, appliances, housing, and mobility show the largest variations.","ai_generated":true,"unit":"sei-001090#insight-3","date_modified":"2026-10-23"},{"text":"Trade dynamics heavily influence CBEs, with 69% of the EU's consumption-based CO2 emissions in 2021 generated from imports between EU countries. Outside the EU, China was the largest exporter of goods to the EU (8.5%), followed by Russia (4.8%), the US (1.6%), and India (1.6%).","ai_generated":true,"unit":"sei-001090#insight-4","date_modified":"2026-10-23"},{"text":"Current EU climate efforts rely heavily on production efficiency and 'polluter pays' levies, which rarely target the behavioral shifts needed for deep decarbonization. The analysis identifies main barriers to progress as a lack of standardized monitoring, supply chain complexity, and a lack of coordination between member states.","ai_generated":true,"unit":"sei-001090#insight-5","date_modified":"2026-10-23"},{"text":"Official EU statistics on CBEs are incomplete, as they primarily cover CO2 and exclude other greenhouse gases like methane (22% of total emissions), nitrous oxide (6%), and fluorinated gases (3%). Additionally, approximately 36% of consumption footprints—stemming from governments, investments, non-profit goods, and inventory changes—are excluded from official statistics.","ai_generated":true,"unit":"sei-001090#insight-6","date_modified":"2026-10-23"}],"climate_tags":["carbon footprint","carbon price","Global supply chain governance","energy efficiency","methane","nitrous oxide","food system","housing"],"geography_discussed":["Denmark","France","Sweden","Slovakia","Luxembourg","Malta","Latvia","Belgium","Greece","Bulgaria","Poland","People's Republic of China","Russia","United States","India"],"frame_perspective":[],"analysis_type":["policy analysis","case study"]},{"id":"sei-000115","url":"https://climateinsightsdirectory.org/document/sei-000115","title":"Circular Textile Technologies","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2024-06-14","source_url":"https://www.sei.org/projects/circular-textile-technologies/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines textile waste management in Estonia in the context of the European Union’s Waste Framework Directive, which mandates separate textile waste collection by 2025. It highlights a significant gap in Estonia's current infrastructure, noting that while some industrial textile waste is recycled, there is no capacity for post-consumer textile waste recycling.","ai_generated":true,"unit":"sei-000115#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The European Union’s Waste Framework Directive requires all member states to implement separate collection of textile waste starting 1 January 2025, with local governments tasked with managing the facilities, transportation, and collection bins.","ai_generated":true,"unit":"sei-000115#insight-1","date_modified":"2026-10-23"},{"text":"In 2020, Estonia separately collected 3968 tons of textiles, but an estimated 18,500 tons of textile waste remained in municipal waste. The average person in Estonia generates 17 kilograms of textile waste annually, of which less than 1 kg is recycled, with the remainder incinerated or sent to landfills.","ai_generated":true,"unit":"sei-000115#insight-2","date_modified":"2026-10-23"},{"text":"Estonia lacks the capacity to recycle post-consumer textile waste, although it does recycle some industrial textile waste.","ai_generated":true,"unit":"sei-000115#insight-3","date_modified":"2026-10-23"}],"climate_tags":["circular economy","recycling","waste management"],"geography_discussed":["European Union"],"frame_perspective":[],"analysis_type":["feasibility study"]},{"id":"sei-000632","url":"https://climateinsightsdirectory.org/document/sei-000632","title":"Financing Green Industrial Transitions","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2024-06-13","source_url":"https://www.sei.org/publications/financing-green-industrial-transitions/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The research examines the role of financing in the transition of energy-intensive industrial sectors to low-carbon production in Sweden. It finds that capital investment size and financing availability are not perceived as significant obstacles, largely because the studied companies are large, well-established corporates with access to conventional finance, benefit from strong EU market demand, and are in early technology development stages. Despite this, the authors note that public actors remain essential for reducing investment risks and accelerating the transition pace.","ai_generated":true,"unit":"sei-000632#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In the case of Sweden, the availability of financing or the scale of capital investments is not seen as a major barrier to radical emission reductions in industry.","ai_generated":true,"unit":"sei-000632#insight-1","date_modified":"2026-10-23"},{"text":"Several factors contribute to financing not being a primary obstacle: the companies are large, established corporates capable of using conventional finance channels, EU market demand is favorable, and many firms are in early technology development phases where capital requirements are lower.","ai_generated":true,"unit":"sei-000632#insight-2","date_modified":"2026-10-23"},{"text":"Financial actors show a strong interest in sustainable investments, yet public sector intervention is still necessary to mitigate investment risks and speed up the transition.","ai_generated":true,"unit":"sei-000632#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate finance","greenhouse gas emissions"],"geography_discussed":["European Union"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"sei-000694","url":"https://climateinsightsdirectory.org/document/sei-000694","title":"Climate services co-production principles and insights","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2024-06-13","source_url":"https://www.sei.org/publications/climate-services-co-production-principles-and-insights/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper argues for a shift in climate services from a product-oriented approach to a transdisciplinary knowledge co-production process centered on collaborative learning, drawing on six years of experience from the FRACTAL project in southern African cities.","ai_generated":true,"unit":"sei-000694#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The authors recommend that climate service providers move away from focusing on the delivery of specific 'products' and instead embrace a transdisciplinary knowledge co-production 'process' where collaborative learning is the primary characteristic.","ai_generated":true,"unit":"sei-000694#insight-1","date_modified":"2026-10-23"},{"text":"Co-production is identified as the preferred method for creating climate services, particularly in decision-making environments that are complex and lack sufficient information.","ai_generated":true,"unit":"sei-000694#insight-2","date_modified":"2026-10-23"}],"climate_tags":["Climate information service","urban resilience"],"geography_discussed":["Southern Africa"],"frame_perspective":[],"analysis_type":["case study","framework development"]},{"id":"sei-000450","url":"https://climateinsightsdirectory.org/document/sei-000450","title":"Decentralized Solutions for Island States Energy","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2024-06-12","source_url":"https://www.sei.org/publications/decentralized-solutions-island-states-energy/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"Island states are transitioning from imported fossil fuels to decentralized renewable energy solutions to address energy insecurity caused by geographic isolation and climate-induced hydrometeorological hazards. The research argues that leveraging local solar, wind, and bioenergy resources can create more reliable energy supplies and reduce the vulnerability of fragile grid-based distribution systems.","ai_generated":true,"unit":"sei-000450#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Island states are traditionally dependent on imported fossil fuels but are shifting toward decentralized renewable energy to achieve energy independence and lower greenhouse gas emissions.","ai_generated":true,"unit":"sei-000450#insight-1","date_modified":"2026-10-23"},{"text":"Climate change is increasing the frequency and intensity of hydrometeorological hazards, such as droughts, floods, and hurricanes, which cause catastrophic failures in the fragile grid-based electricity systems of island states.","ai_generated":true,"unit":"sei-000450#insight-2","date_modified":"2026-10-23"},{"text":"Decentralized energy systems utilizing bioenergy, wind, and solar can enhance energy security by using local resources to create a supply less affected by external factors.","ai_generated":true,"unit":"sei-000450#insight-3","date_modified":"2026-10-23"}],"climate_tags":["distributed generation","renewable energy","energy security","solar energy","wind energy","bioenergy","greenhouse gas emissions"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["assessment"]},{"id":"sei-000563","url":"https://climateinsightsdirectory.org/document/sei-000563","title":"Seeking Synergy Solutions","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2024-06-11","source_url":"https://www.sei.org/publications/seeking-synergy-solutions/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"This report, part of the 2024 Global Report on Climate and SDG Synergy, is designed to assist senior government officials in coordinating and integrating climate and sustainable development policies. It focuses on providing decision-making tools and country-specific examples to ensure coherence in domestic planning. The broader 2024 edition seeks to accelerate action through four entry points: policy frameworks, knowledge and data, a proposed new financial system, and cities.","ai_generated":true,"unit":"sei-000563#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The report aims to support senior government officials in the identification, evaluation, and implementation of climate and sustainable development plans through a synergistic approach, utilizing country examples and decision-making tools.","ai_generated":true,"unit":"sei-000563#insight-1","date_modified":"2026-10-23"},{"text":"As part of the 2024 Global Report on Climate and SDG Synergy, the work identifies four primary entry points to accelerate action on climate and the Sustainable Development Goals: cities, knowledge and data, policy frameworks, and a proposed new financial system.","ai_generated":true,"unit":"sei-000563#insight-2","date_modified":"2026-10-23"}],"climate_tags":["Sustainable Development Goals","climate change","climate finance"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["policy guidance"]},{"id":"sei-000731","url":"https://climateinsightsdirectory.org/document/sei-000731","title":"Climate-smart agricultural practices and technologies adoption","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2024-06-11","source_url":"https://www.sei.org/publications/climate-smart-agricultural-practices-and-technologies-adoption/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The study examines the drivers and barriers to the adoption of climate-smart agriculture (CSA) across five European production systems, incorporating perspectives from a wide range of stakeholders beyond just farmers. The primary drivers for adoption are economic, institutional/policy, and personal/psychological factors, while the main barriers are economic, technology-related, and institutional/policy factors. Stakeholders suggest that overcoming these hurdles requires financial support, policy reform, capacity-building, and improved coordination and communication strategies to make CSA practices more attractive to farmers.","ai_generated":true,"unit":"sei-000731#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The primary drivers for the adoption of climate-smart agriculture (CSA) across the five studied food supply chains are categorized as economic, institutional and policy, and personal and psychological factors.","ai_generated":true,"unit":"sei-000731#insight-1","date_modified":"2026-10-23"},{"text":"The main barriers limiting the adoption of CSA practices are identified as economic factors, technology-related aspects, and institutional and policy factors.","ai_generated":true,"unit":"sei-000731#insight-2","date_modified":"2026-10-23"},{"text":"Stakeholders indicate that increasing the attractiveness of CSA practices, particularly for farmers, requires a combination of financial support, policy changes, capacity-building, improved stakeholder coordination, incentives, and customized communication strategies.","ai_generated":true,"unit":"sei-000731#insight-3","date_modified":"2026-10-23"}],"climate_tags":["Climate-smart agriculture","climate policy"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["stakeholder perception analysis"]},{"id":"sei-000015","url":"https://climateinsightsdirectory.org/document/sei-000015","title":"Gas Decarbonisation Pathways for Estonia (3 Baltic states + Finland)","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2024-06-10","source_url":"https://www.sei.org/publications/gas-decarbonization-baltics-finland/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study evaluates four scenarios—Business-as-usual (BAU), Renewable Methane (REN-Methane), Renewable Hydrogen (REN-Hydrogen), and Cost Minimal (CM)—for the Baltic-Finland region. It finds that a 100% decarbonized gas supply is possible by 2040 under the CM scenario, which is also the most economically advantageous. The transition requires significant scaling of biomethane and renewable hydrogen, supported by substantial onshore and offshore wind capacity. The report recommends regional coordination on infrastructure, harmonized certification for low-carbon gases, and the potential banning of new fossil fuel boiler installations to meet 2050 net decarbonization goals.","ai_generated":true,"unit":"sei-000015#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Cost Minimal (CM) scenario is the most economically effective pathway, achieving a 100% decarbonized gas supply by 2040 and reducing total gas system costs by 44% compared to the Business-as-usual (BAU) scenario.","ai_generated":true,"unit":"sei-000015#insight-1","date_modified":"2026-10-23"},{"text":"Under the CM scenario, the region requires EUR 11.3 billion by 2050 for renewable gas production and storage, with 88% of these costs attributed to Finland and Lithuania due to their larger gas markets.","ai_generated":true,"unit":"sei-000015#insight-2","date_modified":"2026-10-23"},{"text":"Decarbonization will require significant renewable electricity capacity for hydrogen and synthetic natural gas production; for example, in the REN-Hydrogen scenario, Lithuania would need 8.7 GW of onshore and 5.4 GW of offshore wind capacity.","ai_generated":true,"unit":"sei-000015#insight-3","date_modified":"2026-10-23"},{"text":"Biomethane is identified as the most economically produced gas by 2050, with an average regional cost of 55 EUR/MWh, while renewable hydrogen remains less attractive due to a higher average cost of 154 EUR/MWh.","ai_generated":true,"unit":"sei-000015#insight-4","date_modified":"2026-10-23"},{"text":"Existing LNG terminal capacities, specifically in Klaipeda, are projected to be sufficient for regional needs until 2044 and can be repurposed for synthetic methane and bio-LNG without conversion.","ai_generated":true,"unit":"sei-000015#insight-5","date_modified":"2026-10-23"},{"text":"The region's total gas demand is projected to decrease from 63 TWh in 2021 to 38 TWh in 2050, representing a 40% reduction driven by energy efficiency and direct electrification.","ai_generated":true,"unit":"sei-000015#insight-6","date_modified":"2026-10-23"}],"climate_tags":["renewable natural gas","offshore wind power","energy security","energy transition","decarbonization","carbon tax","energy efficiency"],"geography_discussed":["Klaipėda","World"],"frame_perspective":[],"analysis_type":["scenario analysis","economic assessment","infrastructure planning"]},{"id":"sei-000411","url":"https://climateinsightsdirectory.org/document/sei-000411","title":"Gaasivõrgu dekarboniseerimine Baltimaad ja Soome","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"executive summary","language":"et","date_published":"2024-06-10","source_url":"https://www.sei.org/publications/gaasivorgu-dekarboniseerimine-baltimaad-soome/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report evaluates pathways to decarbonise the Baltic-Finnish gas market, comparing a business-as-usual approach with renewable methane, renewable hydrogen, and cost-minimising scenarios. It finds that full decarbonisation by 2050 is possible, with the cost-minimising scenario offering the highest economic benefits, including a 44% reduction in total system costs and the creation of over 20,000 jobs. The analysis emphasises the critical role of onshore and offshore wind energy to power hydrogen production and suggests that existing LNG terminals can be repurposed for synthetic methane and bio-LNG. Key recommendations include regional integration of gas markets, harmonised certification for renewable gases, and the potential legal ban on connecting new buildings to the natural gas grid.","ai_generated":true,"unit":"sei-000411#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The study identifies four primary scenarios for the region's gas sector: Business-as-Usual (BAU), Renewable Methane (REN-Methane), Renewable Hydrogen (REN-Hydrogen), and a Cost-Minimising (CM) scenario. Under the CM scenario, the region could achieve 100% decarbonised gas supply by 2040, relying on biomethane for 64% (23 TWh) and renewable hydrogen for 36% (14 TWh) of the supply.","ai_generated":true,"unit":"sei-000411#insight-1","date_modified":"2026-10-23"},{"text":"The Cost-Minimising scenario is the most economically advantageous, providing a cumulative production gain of 0.25% to 0.33% of regional GDP and creating between 20,189 and 21,268 additional jobs. It also reduces total gas system costs by 44% compared to the BAU scenario.","ai_generated":true,"unit":"sei-000411#insight-2","date_modified":"2026-10-23"},{"text":"Decarbonisation requires significant expansion of wind energy to meet electricity demands for hydrogen and synthetic natural gas production. In the Renewable Hydrogen scenario, the regional electricity demand reaches 66 TWh by 2050, requiring specific capacities: Estonia (1.2 GW onshore, 0.859 GW offshore), Latvia (1.8 GW onshore, 1.3 GW offshore), Lithuania (8.7 GW onshore, 5.4 GW offshore), and Finland (3.9 GW onshore, 3.6 GW offshore).","ai_generated":true,"unit":"sei-000411#insight-3","date_modified":"2026-10-23"},{"text":"Biomethane is the most economically viable gas option by 2050, with an average regional price of 55 EUR/MWh. Latvia has the lowest production cost at approximately 44 EUR/MWh because it uses bio-waste as the sole feedstock.","ai_generated":true,"unit":"sei-000411#insight-4","date_modified":"2026-10-23"},{"text":"Renewable hydrogen is less attractive due to higher costs, averaging 154 EUR/MWh across scenarios, although costs are projected to drop by about 64% between 2030 and 2050 due to technological advances.","ai_generated":true,"unit":"sei-000411#insight-5","date_modified":"2026-10-23"},{"text":"Existing LNG terminals, particularly in Klaipėda, are sufficient for regional needs until 2044 and can be repurposed. While they can currently import synthetic methane and bio-LNG without modification, hydrogen derivatives like green methanol and green ammonia would require technical reconfiguration and new safety measures due to toxicity.","ai_generated":true,"unit":"sei-000411#insight-6","date_modified":"2026-10-23"},{"text":"Total investment for full decarbonisation under the Cost-Minimising scenario is estimated at 11.3 billion EUR by 2050, with 88% of these costs falling on Lithuania and Finland due to their larger gas markets.","ai_generated":true,"unit":"sei-000411#insight-7","date_modified":"2026-10-23"}],"climate_tags":["decarbonization","natural gas","renewable natural gas","offshore wind power","energy security","energy transition","carbon tax","energy efficiency"],"geography_discussed":["European Union","Klaipėda","Russia","Ukraine"],"frame_perspective":[],"analysis_type":["scenario analysis","economic assessment","infrastructure planning"]},{"id":"sei-000576","url":"https://climateinsightsdirectory.org/document/sei-000576","title":"Top 10 reasons why the ocean is suddenly a hot topic","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"policy brief","language":"en","date_published":"2024-06-07","source_url":"https://www.sei.org/perspectives/top-10-reasons-why-the-ocean-is-suddenly-a-hot-topic/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The policy brief outlines ten key developments bringing the ocean to the forefront of global priorities, including the 2025 UN Ocean Conference, the BBNJ Agreement, and the role of ocean-based climate solutions. It highlights the increasing need for marine spatial planning to manage competing interests like energy production and deep-sea mining, and notes how climate change is creating new security risks and geopolitical tensions, particularly in the Arctic. The text also emphasizes the importance of 'source-to-sea' approaches in biodiversity and plastic pollution treaties, and the legal victories of small island states in recognizing greenhouse gases as marine pollutants.","ai_generated":true,"unit":"sei-000576#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Ocean-based climate solutions are significantly impactful, with research indicating they could provide up to 35% of the greenhouse gas emission reductions required to limit global temperature increases to 1.5°C.","ai_generated":true,"unit":"sei-000576#insight-1","date_modified":"2026-10-23"},{"text":"The ocean is facing increased pressure from human activities and climate change, evidenced by record-high water temperatures and the death of iconic coral reefs.","ai_generated":true,"unit":"sei-000576#insight-2","date_modified":"2026-10-23"},{"text":"Climate change and geopolitical tensions are creating new security risks, including 'border-grabbing' due to 39% of marine borders remaining undefined and increased navigability of the Arctic as ice melts.","ai_generated":true,"unit":"sei-000576#insight-3","date_modified":"2026-10-23"},{"text":"The Biodiversity Beyond National Jurisdiction (BBNJ) Agreement is expected to enter into force in 2024 following ratification by 60 countries, providing a legally binding framework for the two-thirds of the ocean outside national jurisdictions.","ai_generated":true,"unit":"sei-000576#insight-4","date_modified":"2026-10-23"},{"text":"The International Tribunal for the Law of the Sea issued an advisory opinion in April recognizing greenhouse gases as marine pollutants that states are required to mitigate.","ai_generated":true,"unit":"sei-000576#insight-5","date_modified":"2026-10-23"}],"climate_tags":["blue economy","carbon sequestration","sea level rise","climate justice","Loss and Damage Fund","biodiversity","plastic pollution","nature-based solutions","coastal management"],"geography_discussed":["France","Costa Rica","Arctic","Azerbaijan","Latin America and the Caribbean"],"frame_perspective":[],"analysis_type":["policy brief"]},{"id":"sei-001050","url":"https://climateinsightsdirectory.org/document/sei-001050","title":"Internationally Financed Adaptation: Madagascar and Mauritius","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"case study","language":"en","date_published":"2024-06-07","source_url":"https://www.sei.org/publications/internationally-financed-adaptation-madagascar-mauritius/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The study examines the impact of informal institutions—specifically patronage and clientelism—on the distribution of international adaptation finance in Madagascar and Mauritius. Based on 105 interviews, the authors find that while these informal institutions strongly influenced decision-making in both countries, the projects differed in their ability to reach 'particularly vulnerable' communities. The authors suggest that adaptation organizations adopt an 'imperfect equity' approach to better navigate informal institutions and improve long-term accountability.","ai_generated":true,"unit":"sei-001050#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Informal institutions, namely patronage in Madagascar and clientelism in Mauritius, significantly influenced the decision-making processes and the distribution of project benefits in both nations, although the projects differed in their success in benefiting 'particularly vulnerable' communities.","ai_generated":true,"unit":"sei-001050#insight-1","date_modified":"2026-10-23"},{"text":"The difference in outcomes between the two countries is attributed to how informal institutions interact with formal accountability mechanisms and whether formal and informal incentives for project actors are aligned to promote equity.","ai_generated":true,"unit":"sei-001050#insight-2","date_modified":"2026-10-23"},{"text":"The authors propose an 'imperfect equity' approach for adaptation organizations, which prioritizes positive outcomes and the conditions that create them to develop strategies for managing informal institutions and improving institutional accountability over time.","ai_generated":true,"unit":"sei-001050#insight-3","date_modified":"2026-10-23"}],"climate_tags":["adaptation finace","climate justice","Adaptation Fund","governance"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["comparative case study"]},{"id":"sei-000020","url":"https://climateinsightsdirectory.org/document/sei-000020","title":"Serious Game for Participatory Watershed Management Colombia","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2024-06-06","source_url":"https://www.sei.org/publications/serious-game-for-participatory-watershed-management-colombia/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document describes the use of a Serious Game (SG) to address challenges in participatory watershed management in Colombia's Campoalegre River basin. By providing an interactive platform, the SG helps bridge knowledge gaps caused by limited baseline data and monitoring, allowing local actors and decision-makers to better understand the basin and prioritize management actions. The application of the SG resulted in improved stakeholder understanding, increased participation, and the generation of actionable inputs for water management planning policies.","ai_generated":true,"unit":"sei-000020#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Multi-stakeholder participation in watershed management is often hindered by a lack of monitoring and baseline data, which prevents stakeholders from understanding the watershed's current state and leads to conflicts of interest where individual decisions ignore broader impacts.","ai_generated":true,"unit":"sei-000020#insight-1","date_modified":"2026-10-23"},{"text":"The implementation of a Serious Game (SG) in the Campoalegre River basin improved stakeholders' understanding of the basin, which in turn fostered open debate, increased participation, and the proposal of specific actions for the watershed management plan.","ai_generated":true,"unit":"sei-000020#insight-2","date_modified":"2026-10-23"},{"text":"Serious Games can serve as a tool to bridge knowledge gaps and facilitate collaboration between decision-makers and local actors who may be unfamiliar with existing watershed plans, providing inputs for water management planning policies.","ai_generated":true,"unit":"sei-000020#insight-3","date_modified":"2026-10-23"}],"climate_tags":["participatory planning"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["case study"]},{"id":"sei-001362","url":"https://climateinsightsdirectory.org/document/sei-001362","title":"Finance for Sustainable Development Program Concept note","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2024-06","source_url":"https://www.sei.org/wp-content/uploads/2023/05/finance-for-sustainable-development-program.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The FSD Program addresses the funding gap for the Paris Agreement and Sustainable Development Goals by shifting focus from the supply side of finance to the demand side. By analyzing firm-level investment decisions in low- and lower-middle-income countries (LLMICs), the program identifies the enabling conditions and blended-finance instruments—such as guarantees and risk mitigation—necessary to make sustainable projects attractive to private investors. This micro-level evidence is then used to inform macro-level global and regional policy frameworks.","ai_generated":true,"unit":"sei-001362#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a significant gap between the investment required to meet the Paris Agreement and Sustainable Development Goals (SDGs) and the actual capital provided, particularly in low- and lower-middle-income countries (LLMICs).","ai_generated":true,"unit":"sei-001362#insight-1","date_modified":"2026-10-23"},{"text":"Blended finance has failed to mobilize private capital at the necessary scale; in 2021, the private finance mobilized for sustainable development through blended finance was only USD 40 billion, representing approximately 1% of the required amount.","ai_generated":true,"unit":"sei-001362#insight-2","date_modified":"2026-10-23"},{"text":"Private investment in LLMICs is hindered by macroeconomic conditions, including weak formal institutions, lack of infrastructure, and vulnerability to external shocks, which lead to higher risk premia and increased costs of capital.","ai_generated":true,"unit":"sei-001362#insight-3","date_modified":"2026-10-23"},{"text":"The FSD Program argues that existing research overemphasizes the supply side of finance (availability and accessibility of capital) and neglects the demand side, specifically the capacities and constraints of firms seeking to develop sustainable economic activities.","ai_generated":true,"unit":"sei-001362#insight-4","date_modified":"2026-10-23"},{"text":"The program utilizes a two-pronged approach: generating micro-level insights on project viability to inform macro-level policies on climate and development finance.","ai_generated":true,"unit":"sei-001362#insight-5","date_modified":"2026-10-23"},{"text":"Blended-finance instruments, such as guarantees, insurance, and currency risk instruments, are identified as critical tools to realign risk and reward parameters to attract private investment in sustainable projects.","ai_generated":true,"unit":"sei-001362#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate finance","Sustainable Development Goals","Blended Finance","renewable energy","Industrial decarbonization","Green steel","risk reduction","Climate-smart agriculture","biodiversity","sustainable transport","carbon price"],"geography_discussed":["Africa","Asia","Latin America","Ghana","Zambia","Egypt","Kenya","Rwanda","Sweden"],"frame_perspective":[],"analysis_type":["programmatic framework","policy analysis","case study review"]}]}