{"query_echo":{"q":"","filters":{"analysis_type":["Gap analysis"]},"warnings":[]},"total":{"value":253,"relation":"eq"},"page":4,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=Gap+analysis&page=4","next":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=Gap+analysis&page=5","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":"gclifun-004817","url":"https://climateinsightsdirectory.org/document/gclifun-004817","title":"Strengthening Sector-level Strategic Framework and Institutional Capacity for advancing climate action in the St. Kitts and Nevis","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2024-02-20","source_url":"https://www.greenclimate.fund/sites/default/files/document/20240220-cover-page-saint-kitts-and-nevis-proposal.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines a 30-month Readiness and Preparatory Support project for Saint Kitts and Nevis, implemented by the Caribbean Community Climate Change Centre (CCCCC). It aims to address critical gaps in institutional governance, policy frameworks, and data availability that hinder the country's ability to access international climate finance and implement adaptation measures. Key activities include supporting the GCF accreditation of the Development Bank of St. Kitts and Nevis and the St. Kitts Co-operative Credit Union (SKCCU), digitizing land resource management, and developing strategic plans for waste management, coastal zones, and urban resilience in Charlestown, Nevis. The project also intends to produce at least one bankable project concept note supported by a pre-feasibility study on nature-based solutions for coastal protection.","ai_generated":true,"unit":"gclifun-004817#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Saint Kitts and Nevis is the second most water scarce country in the Caribbean Community, which limits water availability for households and industrial use.","ai_generated":true,"unit":"gclifun-004817#insight-1","date_modified":"2026-10-23"},{"text":"The tourism sector, contributing 25-30% of GDP, lacks a comprehensive assessment of climate impacts and vulnerabilities, and its current strategy does not mention climate change.","ai_generated":true,"unit":"gclifun-004817#insight-2","date_modified":"2026-10-23"},{"text":"The country faces significant financial risks from hurricanes; between 1989 and 2017, twelve major hurricanes caused estimated losses exceeding US $700 million.","ai_generated":true,"unit":"gclifun-004817#insight-3","date_modified":"2026-10-23"},{"text":"There is a critical lack of national entities with direct access to international climate finance, necessitating the accreditation of the Development Bank of St. Kitts and Nevis and the St. Kitts Co-operative Credit Union (SKCCU).","ai_generated":true,"unit":"gclifun-004817#insight-4","date_modified":"2026-10-23"},{"text":"Institutional barriers include a lack of a national long-term climate finance strategy and a deficiency in baseline data for evidence-based decision-making across priority sectors.","ai_generated":true,"unit":"gclifun-004817#insight-5","date_modified":"2026-10-23"},{"text":"The project will develop several new strategic frameworks, including a Waste Management Strategy and Action Plan, a Coastal Zone Management Plan, and an Urban Resilience Strategy and Plan for Charlestown, Nevis.","ai_generated":true,"unit":"gclifun-004817#insight-6","date_modified":"2026-10-23"},{"text":"The proposal identifies a need to digitize land resource management to improve the efficiency of land allocation and monitor infrastructure installation in real time.","ai_generated":true,"unit":"gclifun-004817#insight-7","date_modified":"2026-10-23"},{"text":"Climate change impacts are gender-differentiated in Saint Kitts and Nevis, with women often more vulnerable in agriculture and informal markets and facing limited access to adaptation resources.","ai_generated":true,"unit":"gclifun-004817#insight-8","date_modified":"2026-10-23"},{"text":"The project aims to increase the pipeline of bankable projects by developing at least one concept note and conducting a pre-feasibility study comparing nature-based solutions with gray-infrastructure for coastal protection.","ai_generated":true,"unit":"gclifun-004817#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate finance","capacity building","tourism industry","coastal management","urban resilience","agriculture","waste management","nature-based solutions","gender equality","water scarcity","Direct Access","Small Island Developing States"],"geography_discussed":["Basseterre","Charlestown","Nevis","Saint Kitts"],"frame_perspective":[],"analysis_type":["policy analysis","institutional assessment","gap analysis"]},{"id":"bc3res-000036","url":"https://climateinsightsdirectory.org/document/bc3res-000036","title":"Strengthened HRS4R process - from PROGRESS to QUALITY Implementation of the European Charter for Researchers & the Code of Conduct for the Recruitment of Researchers","publisher":{"name":"Basque Centre for Climate Change","organization":"basque-centre-for-climate-change"},"document_type":"report","language":"en","date_published":"2024-02","source_url":"https://www.bc3research.org/wp-content/uploads/2025/04/00_hr_excellence_strategy_and_improved_action_plan_2024.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Basque Centre for Climate Change (BC3) has developed a Further Improved Action Plan (FIAP1) for 2024-2027 to maintain its 'HR Excellence in Research' award. This plan follows a series of previous action plans (2015-2023) and is based on a 2023 internal GAP analysis. The FIAP1 focuses on four strategic objectives: ensuring a safe and vibrant workspace, developing a labour framework for excellence, improving internal structures for sustainability and fairness, and contributing to personal and professional development. Key initiatives include updating the Open, Transparent and Merit-based Recruitment (OTM-R) policy, developing a new Equality Action Plan for 2024-2027, and establishing a formal labour framework for rights and responsibilities.","ai_generated":true,"unit":"bc3res-000036#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"BC3 experienced significant organizational growth between 2022 and 2023, with a growth rate of approximately 37% in total employees.","ai_generated":true,"unit":"bc3res-000036#insight-1","date_modified":"2026-10-23"},{"text":"The 2023 internal assessment identified that principles related to 'Working conditions and Social Security' were rated lower than other sections, necessitating a focus in the 2024-2027 plan.","ai_generated":true,"unit":"bc3res-000036#insight-2","date_modified":"2026-10-23"},{"text":"The Further Improved Action Plan (FIAP1) for 2024-2027 is organized around four strategic objectives: ensuring a safe workspace and vibrant environment, developing a labour framework for excellence in policies, processes, and people, improving internal structures for a sustainable and fair workspace, and contributing to personal and professional development.","ai_generated":true,"unit":"bc3res-000036#insight-3","date_modified":"2026-10-23"},{"text":"BC3 is updating its Open, Transparent and Merit-based Recruitment (OTM-R) policy to align with the centre's strategy and current needs, as identified in the 2023 OTM-R Checklist.","ai_generated":true,"unit":"bc3res-000036#insight-4","date_modified":"2026-10-23"},{"text":"The centre aims to develop a new Equality Action Plan for 2024-2027, which includes activities such as an external evaluation of the Harassment Protocol and the promotion of inclusive language and non-sexist communication.","ai_generated":true,"unit":"bc3res-000036#insight-5","date_modified":"2026-10-23"},{"text":"BC3 intends to establish a formal labour framework to define the rights and responsibilities of its staff, as well as regulate work-life balance measures and a disciplinary regime.","ai_generated":true,"unit":"bc3res-000036#insight-6","date_modified":"2026-10-23"},{"text":"The centre is working to improve professional development through the update of the Professional Career Development plan and the implementation of 'Development Talks' within teams.","ai_generated":true,"unit":"bc3res-000036#insight-7","date_modified":"2026-10-23"},{"text":"BC3's HR Excellence Group, which monitors the FIAP1, is a mixed team consisting of 43% Administration department and 57% Research Department staff, with women representing 71% of the group.","ai_generated":true,"unit":"bc3res-000036#insight-8","date_modified":"2026-10-23"}],"climate_tags":["gender equality"],"geography_discussed":["Spain","Leioa"],"frame_perspective":[],"analysis_type":["policy implementation","gap analysis","strategic planning"]},{"id":"catf-001084","url":"https://climateinsightsdirectory.org/document/catf-001084","title":"Carbon Capture and Storage NECP Playbooks for EU Member States","publisher":{"name":"Clean Air Task Force","organization":"clean-air-task-force"},"document_type":"guide","language":"en","date_published":"2024-02","source_url":"https://cdn.catf.us/wp-content/uploads/2024/02/26143902/necpplaybook_ccs.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that large-scale deployment of CCS is essential for Europe to reach climate neutrality by 2050, yet current draft NECPs show significant gaps in targets and planning. It provides a framework for Member States to assess storage capacity, map projects, engage stakeholders, and establish financing and regional cooperation for CO2 transport and storage networks.","ai_generated":true,"unit":"catf-001084#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Scientific consensus indicates that large-scale deployment of CCS is necessary for Europe to reach climate neutrality by 2050, serving both to reduce industrial and fossil fuel emissions and to provide carbon removals.","ai_generated":true,"unit":"catf-001084#insight-1","date_modified":"2026-10-23"},{"text":"An analysis of draft NECPs submitted by 24 Member States reveals that only 7 have included a target estimate for the amount of CO2 to be captured and stored.","ai_generated":true,"unit":"catf-001084#insight-2","date_modified":"2026-10-23"},{"text":"The document identifies specific Member States' progress in their draft NECPs: 10 countries outline CO2 storage intentions, and 7 detail planned CCS projects.","ai_generated":true,"unit":"catf-001084#insight-3","date_modified":"2026-10-23"},{"text":"Member States are advised to assess domestic CO2 storage potential by consulting national geological surveys and focusing on depleted hydrocarbon fields and saline aquifers.","ai_generated":true,"unit":"catf-001084#insight-4","date_modified":"2026-10-23"},{"text":"The guide recommends that Member States establish 'clean transition dialogues' with industry, academia, and civil society to build trust and understand market needs, citing Germany's stakeholder dialogue as a useful example.","ai_generated":true,"unit":"catf-001084#insight-5","date_modified":"2026-10-23"},{"text":"To promote investor confidence, Member States should set explicit, transparent targets for CCS for the years 2030, 2040, and 2050 and provide detailed public and private financing plans.","ai_generated":true,"unit":"catf-001084#insight-6","date_modified":"2026-10-23"},{"text":"Regional cooperation and the development of shared 'decarbonisation hubs' are encouraged to allow emitters in countries without suitable geological storage to access transport and storage networks.","ai_generated":true,"unit":"catf-001084#insight-7","date_modified":"2026-10-23"}],"climate_tags":["carbon capture and storage","carbon dioxide removal","direct air capture","climate finance","Industrial decarbonization"],"geography_discussed":["Belgium","Denmark","France","Greece","Italy","Netherlands","Romania","Croatia","Cyprus","Germany","Czech Republic","Estonia","Finland","Hungary","Slovenia","Ireland"],"frame_perspective":[],"analysis_type":["policy guidance","gap analysis"]},{"id":"clipolin-000576","url":"https://climateinsightsdirectory.org/document/clipolin-000576","title":"Landscape of Guarantees for Climate Finance in EMDEs","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"en","date_published":"2024-02","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2024/02/Guarantee-Report-Final-2024_FINAL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes 52 cross-border guarantee instruments from 34 entities, finding that while guarantees are critical for mobilizing private capital in EMDEs, the current landscape is fragmented. Most guarantees are climate-agnostic and focused on commercial risk and debt instruments, with significant gaps in climate-exclusive products, equity guarantees, and coverage for political and currency risks. The study recommends increasing guarantees for low-income countries and high-emitting EMDEs, and expanding the role of Multilateral Development Banks (MDBs) in offering climate-specific instruments.","ai_generated":true,"unit":"clipolin-000576#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The majority of identified guarantee instruments are climate-agnostic, with 87% of the total covering both climate and non-climate projects. Specialized Institutions are the most focused on climate-specific products, with approximately 63% of their offerings being climate-exclusive, whereas MDBs dedicate only one guarantee instrument exclusively to climate initiatives.","ai_generated":true,"unit":"clipolin-000576#insight-1","date_modified":"2026-10-23"},{"text":"Guarantee products are heavily skewed toward debt investments, with 39 products covering only debt and 12 covering both debt and equity; no sampled products focused exclusively on equity. This mirrors broader climate finance trends where debt-based flows significantly exceed equity flows.","ai_generated":true,"unit":"clipolin-000576#insight-2","date_modified":"2026-10-23"},{"text":"Commercial risk coverage is more widely available than political or currency risk coverage, with 42 products covering commercial risks compared to 23 for political and 19 for currency risks. Political and currency risk products are often described as expensive, complex, and limited in geographical scope and affordability.","ai_generated":true,"unit":"clipolin-000576#insight-3","date_modified":"2026-10-23"},{"text":"While over half of the mapped guarantees target EMDEs, there is a perceived mismatch as a significant share is directed toward middle- and high-income countries rather than low-income countries. Additionally, there is a notable regional gap in Asia and Latin America, with a predominant focus on Africa among Specialized Institutions.","ai_generated":true,"unit":"clipolin-000576#insight-4","date_modified":"2026-10-23"},{"text":"The distribution of guarantee coverage is relatively balanced between the public and private sectors, with 37 products covering public sector investments and 44 covering private sector investments, though Export Credit Agencies (ECAs) show a stronger preference for the private sector.","ai_generated":true,"unit":"clipolin-000576#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate finance","Blended Finance","climate change mitigation","climate change adaptation","climate bond","public–private partnership"],"geography_discussed":["Africa","Asia","Latin America"],"frame_perspective":[],"analysis_type":["landscape mapping","gap analysis"]},{"id":"napglob-000443","url":"https://climateinsightsdirectory.org/document/napglob-000443","title":"Rwanda’s Climate Adaptation Monitoring, Evaluation, and Learning System in the Human Settlements and Transport Sectors: Data and information collection and management","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"briefing","language":"en","date_published":"2024-02","source_url":"https://napglobalnetwork.org/wp-content/uploads/2024/03/rwanda-mel-settlements-transport-v6.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document reviews Rwanda's progress in establishing a monitoring, evaluation, and learning (MEL) system for climate adaptation in the human settlement and transport sectors. It evaluates seven specific indicators from the 2020 Nationally Determined Contribution (NDC), identifying gaps in data quality, consistency, and the ability to track informal settlements. While systems like the WASH MIS and urban dynamic maps exist, the report notes they are not yet fully operational or comprehensive. Recommendations include expanding urban mapping, aligning indicators with Sustainable Development Goals (SDGs), and developing dedicated rural monitoring systems.","ai_generated":true,"unit":"napglob-000443#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Rwanda utilizes seven specific indicators to track the implementation of climate adaptation interventions in the human settlement and transport sectors, covering high-density buildings, stormwater management, and transport infrastructure.","ai_generated":true,"unit":"napglob-000443#insight-1","date_modified":"2026-10-23"},{"text":"The Water, Sanitation, and Hygiene Management Information System (WASH MIS) is a web-based platform for managing district-level data, but it is not yet fully effective, which has negatively impacted investment allocation in the sector.","ai_generated":true,"unit":"napglob-000443#insight-2","date_modified":"2026-10-23"},{"text":"Current urban monitoring via urban dynamic maps is limited to five districts and the City of Kigali, and it fails to accurately track informal settlements; meanwhile, rural areas lack a specific MIS and rely solely on National Institute of Statistics of Rwanda data.","ai_generated":true,"unit":"napglob-000443#insight-3","date_modified":"2026-10-23"},{"text":"The assessment of NDC indicators reveals a tendency to prioritize quantitative data over qualitative measures, such as the quality of housing in informal settlements or the maintenance and usability of urban green spaces.","ai_generated":true,"unit":"napglob-000443#insight-4","date_modified":"2026-10-23"},{"text":"Road infrastructure resilience is tracked by the length of roads vulnerable to floods and landslides, but this metric is hindered by measurement complexity and a lack of standardized assessment methods.","ai_generated":true,"unit":"napglob-000443#insight-5","date_modified":"2026-10-23"},{"text":"To improve the MEL system, the document recommends expanding urban dynamic maps, revising indicators to align with Sustainable Development Goal (SDG) language, and continuing the development of a climate-resilient road asset management system.","ai_generated":true,"unit":"napglob-000443#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","urbanization","informal housing","Nationally Determined Contributions","Sustainable Development Goals"],"geography_discussed":["Kigali"],"frame_perspective":[],"analysis_type":["policy review","gap analysis","system assessment"]},{"id":"seforall-000146","url":"https://climateinsightsdirectory.org/document/seforall-000146","title":"Rapport sur l’état du marché de l’électrification des soins de santé","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"executive summary","language":"fr","date_published":"2024-02","source_url":"https://www.seforall.org/system/files/2024-02/Executive%20Summary_SOTM_FR.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report highlights a significant global gap in reliable electricity for healthcare, estimating a total investment need of 4.9 billion USD, with the largest deficits in Sub-Saharan Africa and South Asia. While solar standalone technology remains the most popular choice, there is a strategic shift toward service-based models like Energy Service Companies (ESCOs) to ensure long-term operation and maintenance. The document emphasizes the need for better intersectoral coordination between health, energy, and climate actors, alongside the adoption of data-driven decision-making and climate finance to achieve sustainable electrification.","ai_generated":true,"unit":"seforall-000146#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a critical global shortage of reliable power for healthcare, with an estimated one billion people facing local care centers with unreliable electricity. In Sub-Saharan Africa, 25,000 facilities have no electricity and 70,000 lack reliable power, while 12% of health facilities in South Asia have no access.","ai_generated":true,"unit":"seforall-000146#insight-1","date_modified":"2026-10-23"},{"text":"The total investment required to provide adequate power to the 64% of global health facilities currently lacking it is estimated at 4.9 billion USD. The most significant investment gaps are in Sub-Saharan Africa (2.5 billion USD) and South Asia (2 billion USD).","ai_generated":true,"unit":"seforall-000146#insight-2","date_modified":"2026-10-23"},{"text":"Healthcare electrification saw a growth surge during the COVID-19 pandemic, with an average annual growth rate of 47% for initiatives between 2018 and 2021. Solar standalone technology is the dominant choice, used in 82% of electrification initiatives.","ai_generated":true,"unit":"seforall-000146#insight-3","date_modified":"2026-10-23"},{"text":"There is a transition from Engineering, Procurement, and Construction (EPC) models, which often neglect long-term maintenance, toward service-based models such as Energy Service Companies (ESCOs) to ensure consistent energy quality and sustainability.","ai_generated":true,"unit":"seforall-000146#insight-4","date_modified":"2026-10-23"},{"text":"Climate finance, including dedicated funds, renewable energy certificates (D-RECs), and concessional loans, is identified as a promising pathway to fund electrification while reducing greenhouse gas emissions and increasing resilience.","ai_generated":true,"unit":"seforall-000146#insight-5","date_modified":"2026-10-23"},{"text":"Key barriers to sustainable electrification include a lack of long-term operation and maintenance (O&M) frameworks, limited government capacity for site assessment and procurement, and poor institutional coordination between health and energy sectors.","ai_generated":true,"unit":"seforall-000146#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate finance","greenhouse gas emissions","energy efficiency"],"geography_discussed":["sub-Saharan Africa","South Asia"],"frame_perspective":[],"analysis_type":["market analysis","gap analysis","strategic roadmap"]},{"id":"catf-000588","url":"https://climateinsightsdirectory.org/document/catf-000588","title":"At a Glance: Gaps, Challenges, and Pathways Forward for Superhot Rock Energy","publisher":{"name":"Clean Air Task Force","organization":"clean-air-task-force"},"document_type":"fact sheet","language":"en","date_published":"2024","source_url":"https://cdn.catf.us/wp-content/uploads/2025/01/02171210/bridging-the-gaps-at-a-glance.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","analysis_type"],"summary":{"text":"The document outlines the current state of superhot rock (SHR) geothermal energy, which targets rocks at 400°C or higher to provide scalable baseload power. It identifies a critical need for laboratory and field testing facilities to validate equipment under extreme conditions. The analysis breaks down the technology into five segments: drilling (TRL 2-9), well design and construction (TRL 2-6), heat extraction (TRL 4-8), power production (TRL 5-9), and siting and characterization (TRL 2-9). While many components exist, the document argues that targeted investments in materials R&D, reservoir modeling, and end-to-end system testing are necessary to make SHR cost-competitive with fossil fuels.","ai_generated":true,"unit":"catf-000588#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The technology required for superhot rock energy is considered attainable, but its development depends on targeted investments and the creation of dedicated laboratories and field sites for testing equipment under actual superhot rock conditions.","ai_generated":true,"unit":"catf-000588#insight-1","date_modified":"2026-10-23"},{"text":"Drilling for SHR requires reaching bedrock at 400°C or higher under high pressure; while much of the technology exists, innovations are needed to increase penetration rates and allow tools to function in ultra-high temperatures, with a current lack of end-to-end testing.","ai_generated":true,"unit":"catf-000588#insight-2","date_modified":"2026-10-23"},{"text":"Well construction (TRL 2-6) is hindered by corrosive hydrothermal environments and extreme temperature variations, necessitating the development of validated equipment and materials that can withstand these conditions to reduce long-term costs.","ai_generated":true,"unit":"catf-000588#insight-3","date_modified":"2026-10-23"},{"text":"Heat extraction (TRL 4-8) requires substantial investment in reservoir modeling and the adaptation of existing equipment for use in superhot reservoirs, including testing in deep non-magmatic reservoirs.","ai_generated":true,"unit":"catf-000588#insight-4","date_modified":"2026-10-23"},{"text":"While most power production components (TRL 5-9) exist, a commercially available end-to-end SHR power plant does not; cost reductions depend on materials R&D and comparative modeling for plant design.","ai_generated":true,"unit":"catf-000588#insight-5","date_modified":"2026-10-23"},{"text":"Siting and characterization (TRL 2-9) suffer from a lack of field-validated datasets, which prevents strong correlations between geophysical signals and rock conditions and limits the effectiveness of machine learning approaches.","ai_generated":true,"unit":"catf-000588#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":[],"frame_perspective":[],"analysis_type":["technology assessment","gap analysis"]},{"id":"wwf-000824","url":"https://climateinsightsdirectory.org/document/wwf-000824","title":"SCIENCE-BASED TARGETS CAN PROTECT OCEANS","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"fact sheet","language":"en","date_published":"2024","source_url":"https://www.worldwildlife.org/documents/1137/8qch4c8s0m_Ocean_Landscape_Analysis_1_pager_final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document outlines a gap analysis of 25 frameworks relevant to marine renewables, shipping, tourism, and coastal development, finding that many lack granularity or specific sectoral guidance. It argues that current frameworks overemphasize avoidance and reduction while overlooking restoration and regeneration. To address this, WWF recommends that future science-based targets focus on three pillars: Capabilities (balancing ambition with feasibility and standardizing measurement), Collaboration (aligning with standards like TNFD and EU CSRD), and Communication (developing comprehensive guidelines and engaging financial institutions).","ai_generated":true,"unit":"wwf-000824#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A study of 25 frameworks relevant to the marine renewables, shipping, tourism, and coastal development sectors revealed that many existing frameworks address ocean health only tangentially, lack granularity regarding specific ocean pressures, or lack guidance tailored to sectoral challenges, leading to diluted efforts and overlapping mandates.","ai_generated":true,"unit":"wwf-000824#insight-1","date_modified":"2026-10-23"},{"text":"Current frameworks exhibit an imbalance in mitigation strategies, where fundamental avoidance and reduction are well-represented, but restoration, regeneration, and transformation efforts are frequently overlooked due to their complexity.","ai_generated":true,"unit":"wwf-000824#insight-2","date_modified":"2026-10-23"},{"text":"WWF recommends that future science-based targets be built on three pillars: Capabilities, which requires balancing ambition with feasibility and standardizing the measurement of ocean pressures; Collaboration, which involves aligning SBTN methodologies with the EU CSRD and TNFD; and Communication, which focuses on creating comprehensive guidelines and engaging financial institutions.","ai_generated":true,"unit":"wwf-000824#insight-3","date_modified":"2026-10-23"}],"climate_tags":["tourism industry","coastal management","sustainable finance"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["gap analysis","policy recommendation"]},{"id":"rmi-000979","url":"https://climateinsightsdirectory.org/document/rmi-000979","title":"Gaps and Barriers to Stacking Federal, State, and Local Incentives","publisher":{"name":"RMI","organization":"rmi"},"document_type":"report","language":"en","date_published":"2023-12","source_url":"https://rmi.org/app/uploads/dlm_uploads/2023/12/stacking_federal_state_and_local_incentives.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies significant barriers to 'stacking' (combining) multiple financial incentives for US residential energy retrofits, including complex application processes, inconsistent performance standards, and funding gaps for health and safety repairs. It analyzes the interaction between Inflation Reduction Act (IRA) tax credits and rebates, noting that while clean energy retrofits can be more affordable than fossil fuel alternatives after incentives, low-income households often lack the 'tax appetite' to benefit from tax credits. RMI recommends that state program administrators prioritize funding for pre-electrification upgrades, consolidate application processes, and increase allocations for underserved communities and multi-family housing.","ai_generated":true,"unit":"rmi-000979#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Residents face three primary barriers to adopting residential retrofits: a lack of awareness regarding available incentives, a complex application process requiring multiple submissions with varying requirements, and funding gaps that prevent full home upgrades.","ai_generated":true,"unit":"rmi-000979#insight-1","date_modified":"2026-10-23"},{"text":"There are critical funding gaps for health and safety measures, cold climate heat pumps, and pre-electrification upgrades. Health and safety repairs are particularly problematic because they are rarely administered alongside energy retrofit programs, often deferring residents from weatherization and efficiency services.","ai_generated":true,"unit":"rmi-000979#insight-2","date_modified":"2026-10-23"},{"text":"Federal IRA tax credits (25C and 25D) can generally be stacked with other incentives, but utility subsidies and rebates must be applied first, reducing the qualifying cost used to calculate the tax credit.","ai_generated":true,"unit":"rmi-000979#insight-3","date_modified":"2026-10-23"},{"text":"The Home Efficiency Rebate (HER) and Home Electrification and Appliance Rebate (HEAR) can be used for the same project but cannot be stacked for the same individual measure. Additionally, federal grants (such as the Weatherization Assistance Program) cannot share the cost of a single upgrade with HEAR.","ai_generated":true,"unit":"rmi-000979#insight-4","date_modified":"2026-10-23"},{"text":"Clean energy retrofits are more affordable than fossil fuel retrofits for low- and middle-income residents once incentives are applied, though low-income residents are disadvantaged by a lack of tax liability to utilize federal tax credits.","ai_generated":true,"unit":"rmi-000979#insight-5","date_modified":"2026-10-23"},{"text":"Current federal funding is insufficient to reach all needy residents; while approximately 60% of US households can access tax credits, only about 4 million or more low-income comprehensive retrofits are possible over the next 10 years through WAP and IRA rebates.","ai_generated":true,"unit":"rmi-000979#insight-6","date_modified":"2026-10-23"},{"text":"Application variability creates market confusion, specifically regarding differing equipment performance standards (e.g., ENERGY STAR vs. CEE) and varying lists of qualified contractors across different programs.","ai_generated":true,"unit":"rmi-000979#insight-7","date_modified":"2026-10-23"}],"climate_tags":["building performance","Inflation Reduction Act of 2022","heat pump","Building electrification","transition finance","tax credit","photovoltaics","low-income housing","multifamily residential"],"geography_discussed":["California","Denver","Wisconsin","Colorado"],"frame_perspective":[],"analysis_type":["gap analysis","policy assessment"]},{"id":"newclim-000307","url":"https://climateinsightsdirectory.org/document/newclim-000307","title":"State of Climate Action 2023","publisher":{"name":"NewClimate Institute","organization":"newclimate-institute"},"document_type":"report","language":"en","date_published":"2023-11-14","source_url":"http://www.newclimate.org/resources/publications/state-of-climate-action-2023","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The State of Climate Action 2023 finds that global efforts to limit warming to 1.5°C are failing, with 41 of 42 assessed indicators not on track for 2030 targets. While electric passenger car sales show exponential growth and are on track, other areas such as fossil fuel financing and deforestation have seen significant setbacks. The report argues that efforts in most sectors must accelerate at least twofold this decade, including a seven-fold increase in the pace of coal phase-out and an eight-fold increase in the shift toward sustainable diets in high-consuming regions.","ai_generated":true,"unit":"newclim-000307#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global progress toward the 1.5°C temperature limit is largely insufficient, with 41 out of 42 indicators failing to meet their 2030 targets. More than half of these indicators require a twofold acceleration in effort this decade, and six indicators are moving in the opposite direction of the target.","ai_generated":true,"unit":"newclim-000307#insight-1","date_modified":"2026-10-23"},{"text":"Significant setbacks occurred in public fossil fuel financing, deforestation, and carbon pricing. Government subsidies for fossil fuels nearly doubled between 2020 and 2021, and worldwide deforestation increased slightly in 2022 to 5.8 million hectares.","ai_generated":true,"unit":"newclim-000307#insight-2","date_modified":"2026-10-23"},{"text":"Electric passenger car sales represent a rare success, growing at an average annual rate of 65% from 1.6% of sales in 2018 to 10% in 2022, making it the only indicator currently on track for 2030.","ai_generated":true,"unit":"newclim-000307#insight-3","date_modified":"2026-10-23"},{"text":"To align with 2030 goals, the report specifies several urgent accelerations: solar and wind power growth must increase from 14% to 24% annually, coal phase-out must be seven times faster (retiring roughly 240 average-sized plants per year), and rapid transit infrastructure expansion must increase six-fold.","ai_generated":true,"unit":"newclim-000307#insight-4","date_modified":"2026-10-23"},{"text":"Dietary shifts in high-consuming regions—specifically the Americas, Europe, and Oceania—must accelerate eight times faster, reducing per capita consumption of meat from cows, goats, and sheep to approximately two servings per week or less by 2030.","ai_generated":true,"unit":"newclim-000307#insight-5","date_modified":"2026-10-23"}],"climate_tags":["Paris Agreement","greenhouse gas emissions","electric vehicle","fossil fuel subsidy","deforestation","carbon price","solar energy","wind power","Coal phase-out","public transport","carbon dioxide removal","climate finance"],"geography_discussed":["Croatia","New York City","Americas","Europe","Oceania"],"frame_perspective":[],"analysis_type":["progress assessment","gap analysis"]},{"id":"clipolin-000510","url":"https://climateinsightsdirectory.org/document/clipolin-000510","title":"Global Landscape of Climate Finance 2023","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"executive summary","language":"en","date_published":"2023-11","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2023/11/Executive-Summary-l-Global-Landscape-of-Climate-Finance-2023.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Average annual climate finance reached nearly USD 1.3 trillion in 2021/2022, nearly doubling from 2019/2020 levels, though this remains only 1% of global GDP. Growth was primarily driven by mitigation finance in energy and transport, with significant concentration in China, the US, Europe, Brazil, Japan, and India. Adaptation finance, while reaching a record USD 63 billion, remains severely underfunded compared to the USD 212 billion annual need for developing countries by 2030. The report highlights a critical investment gap, noting that annual needs will increase to between $8.1 and $9 trillion through 2030, and over $10 trillion annually from 2031 to 2050.","ai_generated":true,"unit":"clipolin-000510#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Average annual climate finance flows for 2021/2022 reached almost USD 1.3 trillion, nearly double the 2019/2020 levels. This growth was largely driven by a USD 439 billion increase in mitigation finance, although USD 173 billion of the total increase is attributed to methodological improvements and new data sources.","ai_generated":true,"unit":"clipolin-000510#insight-1","date_modified":"2026-10-23"},{"text":"There is a massive gap between current finance and future requirements; annual needs are estimated to rise from $8.1 to $9 trillion through 2030, and exceed $10 trillion annually between 2031 and 2050.","ai_generated":true,"unit":"clipolin-000510#insight-2","date_modified":"2026-10-23"},{"text":"Climate finance is highly concentrated geographically, with 84% of total flows accounting for East Asia and the Pacific, the US and Canada, and Western Europe. China alone accounted for 51% of all global domestic climate finance mobilization.","ai_generated":true,"unit":"clipolin-000510#insight-3","date_modified":"2026-10-23"},{"text":"Mitigation finance is dominated by the energy (44%) and transport (29%) sectors, while agriculture and industry receive less than 4% of total mitigation and dual benefits finance, despite having a combined mitigation potential of 20 GTCO2 by 2030.","ai_generated":true,"unit":"clipolin-000510#insight-4","date_modified":"2026-10-23"},{"text":"Adaptation finance reached a record USD 63 billion in 2021/2022, but this is far below the estimated USD 212 billion annual requirement for developing countries by 2030. This funding is 98% dominated by public actors.","ai_generated":true,"unit":"clipolin-000510#insight-5","date_modified":"2026-10-23"},{"text":"Private finance accounted for 49% of total climate finance (USD 625 billion), with a notable increase in household spending (31% of private finance) driven by the doubling of electric vehicle sales from 2020 to 2021.","ai_generated":true,"unit":"clipolin-000510#insight-6","date_modified":"2026-10-23"},{"text":"Finance for the most vulnerable regions remains critically low; less than 3% of global total (USD 30 billion) went to least developed countries, and the ten most climate-affected countries between 2000 and 2019 received less than 2% of total finance (USD 23 billion).","ai_generated":true,"unit":"clipolin-000510#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate finance","climate change mitigation","climate change adaptation","renewable energy","electric vehicle","transportation","secondary sector of the economy","battery energy storage system","hydrogen","climate bond","just transition"],"geography_discussed":["People's Republic of China","United States","Europe","Brazil","Japan","India","East Asia and the Pacific","Canada","Western Europe"],"frame_perspective":[],"analysis_type":["quantitative analysis","trend analysis","gap analysis"]},{"id":"clipolin-000899","url":"https://climateinsightsdirectory.org/document/clipolin-000899","title":"The Climate Finance Gap for Small-Scale Agrifood Systems","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"en","date_published":"2023-11","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2023/11/The-Climate-Finance-Gap-for-Small-Scale-Agrifood-Systems-3.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Climate finance for small-scale agrifood systems was USD 5.53 billion in 2019/20, representing only 0.8% of total global climate finance and 19% of agrifood-specific flows. This reflects a 44% decline from the 2017/18 period, driven by reduced commitments from governments and development finance institutions. Funding is dominated by public sources (96%) and primarily delivered via grants and concessional debt, with a critical lack of equity investment. Geographically, Sub-Saharan Africa received the largest share (34%), while South Asia and the MENA region remain significantly underserved despite high climate vulnerability. The report argues that current funding is starkly inadequate compared to the estimated annual general financing needs of smallholder farmers (USD 170 billion) and agri-SMEs (USD 106 billion).","ai_generated":true,"unit":"clipolin-000899#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate finance for small-scale agrifood systems in 2019/20 was USD 5.53 billion, which is only 0.8% of total tracked climate finance across all sectors and 19% of the USD 28.5 billion total for agrifood systems.","ai_generated":true,"unit":"clipolin-000899#insight-1","date_modified":"2026-10-23"},{"text":"There is a massive gap between available climate finance and the general financing needs of small-scale actors, with smallholder farmers requiring USD 170 billion and agri-SMEs requiring USD 106 billion annually.","ai_generated":true,"unit":"clipolin-000899#insight-2","date_modified":"2026-10-23"},{"text":"Funding for small-scale agrifood systems fell by 44% between the 2017/18 and 2019/20 periods, mirroring a broader 20% decline in climate finance for the agriculture, forestry, other land uses and fisheries (AFOLU) sector.","ai_generated":true,"unit":"clipolin-000899#insight-3","date_modified":"2026-10-23"},{"text":"Public entities provided 96% (USD 5.3 billion) of the climate finance for small-scale agrifood systems in 2019/20, with multilateral DFIs becoming the leading public contributors at USD 2.4 billion.","ai_generated":true,"unit":"clipolin-000899#insight-4","date_modified":"2026-10-23"},{"text":"Financial instruments are heavily skewed toward grants (USD 2.7 billion, 49%) and concessional debt (USD 2.2 billion, 39%), while equity investment is nearly non-existent at 0.6% (USD 0.03 billion).","ai_generated":true,"unit":"clipolin-000899#insight-5","date_modified":"2026-10-23"},{"text":"Adaptation was the primary climate objective, receiving 50% of finance, with 98% of that adaptation funding directed to non-OECD countries.","ai_generated":true,"unit":"clipolin-000899#insight-6","date_modified":"2026-10-23"},{"text":"Dual-objective funding (mitigation and adaptation) totaled USD 1.8 billion, but this figure is heavily skewed by China's Conversion of Cropland to Forest Program (CCFP), which accounts for USD 1 billion.","ai_generated":true,"unit":"clipolin-000899#insight-7","date_modified":"2026-10-23"},{"text":"Sub-Saharan Africa received the largest share of finance (34% or USD 1.86 billion), while South Asia (11%) and the Middle East and North Africa (1.5%) are significantly underserved relative to their vulnerability.","ai_generated":true,"unit":"clipolin-000899#insight-8","date_modified":"2026-10-23"},{"text":"Agriculture received the most sub-sectoral funding (57%), followed by forestry (29%), while fisheries (0.5%) and food loss/waste (<0.1%) received negligible support.","ai_generated":true,"unit":"clipolin-000899#insight-9","date_modified":"2026-10-23"},{"text":"Small-scale agriculture and land-use change in developing countries are estimated to contribute approximately 5% of global GHG emissions, yet mitigation finance for these systems reached only USD 1 billion (0.2% of global mitigation finance).","ai_generated":true,"unit":"clipolin-000899#insight-10","date_modified":"2026-10-23"}],"climate_tags":["climate finance","smallholder","climate change adaptation","climate change mitigation","regenerative agriculture","agroforestry","just transition","Scope 3","deforestation"],"geography_discussed":["sub-Saharan Africa","East Asia and the Pacific","South Asia","People's Republic of China","Middle East and North Africa","Pakistan"],"frame_perspective":[],"analysis_type":["financial flow analysis","gap analysis","geographic distribution analysis"]},{"id":"clipolin-001128","url":"https://climateinsightsdirectory.org/document/clipolin-001128","title":"Global Landscape of Climate Finance 2023","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"en","date_published":"2023-11","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2023/11/Global-Landscape-of-Climate-Finance-2023.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Global climate finance reached an annual average of nearly USD 1.3 trillion in 2021/2022, though this represents only 1% of global GDP. Mitigation finance dominates, particularly in energy and transport, while adaptation finance remains critically underfunded and dominated by public actors. Finance is heavily concentrated in developed economies and China, with significant gaps in least developed countries (LDCs) and emerging markets. The report argues that annual needs must increase at least five-fold to avoid the worst impacts of climate change, recommending reforms to international financial institutions and the mobilization of domestic capital.","ai_generated":true,"unit":"clipolin-001128#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Average annual climate finance flows reached nearly USD 1.3 trillion in 2021/2022, nearly doubling from 2019/2020 levels, though this amount is only about 1% of global GDP.","ai_generated":true,"unit":"clipolin-001128#insight-1","date_modified":"2026-10-23"},{"text":"Annual climate finance needs are projected to increase steadily from USD 8.1 trillion to USD 9 trillion through 2030, jumping to over USD 10 trillion annually from 2031 to 2050.","ai_generated":true,"unit":"clipolin-001128#insight-2","date_modified":"2026-10-23"},{"text":"Mitigation finance totaled USD 1.15 trillion in 2021/2022, with energy (44%) and transport (29%) attracting the majority of flows, while agriculture and industry received less than 4%.","ai_generated":true,"unit":"clipolin-001128#insight-3","date_modified":"2026-10-23"},{"text":"Adaptation finance reached a record USD 63 billion in 2021/2022, but this is far below the estimated USD 212 billion per year needed by developing countries by 2030.","ai_generated":true,"unit":"clipolin-001128#insight-4","date_modified":"2026-10-23"},{"text":"Climate finance is geographically concentrated, with East Asia and the Pacific, the US and Canada, and Western Europe accounting for 84% of total flows; China alone provided 51% of all domestic climate finance globally.","ai_generated":true,"unit":"clipolin-001128#insight-5","date_modified":"2026-10-23"},{"text":"Private actors provided 49% of total climate finance (USD 625 billion), with a significant increase in household spending (31% of private finance) driven by electric vehicle sales.","ai_generated":true,"unit":"clipolin-001128#insight-6","date_modified":"2026-10-23"},{"text":"Least developed countries (LDCs) received only USD 30 billion (less than 3% of the global total), and the ten countries most affected by climate change between 2000 and 2019 received just USD 23 billion.","ai_generated":true,"unit":"clipolin-001128#insight-7","date_modified":"2026-10-23"},{"text":"Debt is the primary financial instrument for climate finance, representing 61% (USD 766 billion) of total flows, with market-rate debt making up 53% of all tracked finance.","ai_generated":true,"unit":"clipolin-001128#insight-8","date_modified":"2026-10-23"},{"text":"South-South climate finance remains very low, accounting for under 2% of total flows (USD 18.1 billion), with the majority committed by countries in Latin America and the Caribbean.","ai_generated":true,"unit":"clipolin-001128#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate finance","adaptation finace","renewable energy","electric vehicle","energy efficiency","climate bond","just transition","climate target","multilateral development bank"],"geography_discussed":["People's Republic of China","United States","Western Europe","East Asia and the Pacific","sub-Saharan Africa","Latin America and the Caribbean","India","Brazil","Japan"],"frame_perspective":[],"analysis_type":["financial analysis","trend analysis","gap analysis"]},{"id":"fordecl-000193","url":"https://climateinsightsdirectory.org/document/fordecl-000193","title":"PROTECTING NATURE, RESPECTING RIGHTS","publisher":{"name":"Forest Declaration Assessment","organization":"forest-declaration-assessment"},"document_type":"report","language":"en","date_published":"2023-11","source_url":"https://forestdeclaration.org/wp-content/uploads/2023/11/2023NBSAPsReport1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that most National Biodiversity Strategies and Action Plans (NBSAPs) fail to meaningfully engage Indigenous Peoples (IPs) and local communities (LCs) or secure their land tenure and rights. While traditional knowledge is more frequently recognized, there is a critical absence of safeguards to prevent human rights violations during conservation efforts. The assessment recommends a rights-based approach that treats IPs and LCs as full and equal partners, ensures direct access to finance, and enshrines legal safeguards and land tenure security within national biodiversity strategies.","ai_generated":true,"unit":"fordecl-000193#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Consultation with Indigenous Peoples (IPs) and local communities (LCs) during the development of NBSAPs is limited; fewer than one third of the 27 assessed countries engaged these groups, and even fewer included women from these communities.","ai_generated":true,"unit":"fordecl-000193#insight-1","date_modified":"2026-10-23"},{"text":"Only 33% of the assessed NBSAPs include the securing of IP and LC land tenure and rights as a specific biodiversity conservation strategy, despite evidence that titled lands have lower deforestation rates.","ai_generated":true,"unit":"fordecl-000193#insight-2","date_modified":"2026-10-23"},{"text":"While 70% of assessed NBSAPs include strategies to recognize Indigenous and traditional knowledge, these efforts often prioritize the documentation of knowledge over the protection of knowledge rights or actual implementation.","ai_generated":true,"unit":"fordecl-000193#insight-3","date_modified":"2026-10-23"},{"text":"There is a total absence of clear safeguards or redress mechanisms in the 27 assessed NBSAPs to protect IPs and LCs from negative impacts, such as forced evictions or physical violence, resulting from conservation activities.","ai_generated":true,"unit":"fordecl-000193#insight-4","date_modified":"2026-10-23"},{"text":"IPs and LCs are listed as implementation partners in fewer than half of the assessed NBSAPs, and when included, they are typically cast as co-managers of protected areas rather than full and equal partners.","ai_generated":true,"unit":"fordecl-000193#insight-5","date_modified":"2026-10-23"},{"text":"NBSAPs generally lack robust monitoring and evaluation measures; none of the assessed documents disaggregated monitoring data by demographic characteristics to track impacts on specific groups like IPs and LCs.","ai_generated":true,"unit":"fordecl-000193#insight-6","date_modified":"2026-10-23"},{"text":"The report identifies a failure to mainstream NBSAP targets into national development plans or sectoral policies, which leads to conflicts between biodiversity conservation and other priorities, such as mining or energy projects.","ai_generated":true,"unit":"fordecl-000193#insight-7","date_modified":"2026-10-23"}],"climate_tags":["biodiversity conservation","indigenous rights","land tenure","traditional knowledge","Free, Prior and Informed Consent","climate finance"],"geography_discussed":["Australia","Brazil","Democratic Republic of the Congo","Madagascar","Mexico","Philippines","Sweden","Nepal","South Africa"],"frame_perspective":[],"analysis_type":["policy assessment","case study","gap analysis"]},{"id":"rmi-000035","url":"https://climateinsightsdirectory.org/document/rmi-000035","title":"Competitiveness, Constraints, & Coordination: A Strategy for Accelerating Energy Transition Investment in the Great Lakes","publisher":{"name":"RMI","organization":"rmi"},"document_type":"report","language":"en","date_published":"2023-09-26","source_url":"https://rmi.org/resources/a-strategy-for-accelerating-energy-transition-investment-in-the-great-lakes/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Great Lakes region is positioned for an industrial renaissance in clean energy, having seen over $40 billion in new investments since 2021. However, the report argues that the region faces significant constraints, including slow population growth, a migration of manufacturing to the US South, and uneven clean electricity deployment. To overcome these, RMI suggests that states prioritize industries where they have existing 'economic complexity' and related capabilities, such as EV batteries and low-carbon steel. The report highlights the importance of coordinating across state lines to share legislative best practices—such as the creation of green banks and competitiveness funds—and recommends a regional investment attraction strategy to draw foreign direct investment. It specifically praises Illinois and Minnesota as leaders in environmental justice and workforce development frameworks.","ai_generated":true,"unit":"rmi-000035#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Great Lakes region has experienced significant recent investment in the energy transition, with more than $40 billion in new investments since the start of 2021, primarily in batteries and electric vehicles (EVs).","ai_generated":true,"unit":"rmi-000035#insight-1","date_modified":"2026-10-23"},{"text":"Most Great Lakes states lack a cohesive industrial strategy for priority energy transition sectors; for example, in EV battery manufacturing, only Michigan has strong strategic coordination, and only Minnesota has implemented demand-side mechanisms.","ai_generated":true,"unit":"rmi-000035#insight-2","date_modified":"2026-10-23"},{"text":"Economic development incentives in the region often lack quantitative targeting and best-practice design, with many subsidies going to projects with low 'feasibility scores' relative to the national average, which may limit local productivity spillovers.","ai_generated":true,"unit":"rmi-000035#insight-3","date_modified":"2026-10-23"},{"text":"The region faces a critical constraint in clean electricity deployment; as of 2021, only 10% of energy produced in the Great Lakes was renewable, the lowest share of renewable energy consumption in the US at 8%.","ai_generated":true,"unit":"rmi-000035#insight-4","date_modified":"2026-10-23"},{"text":"Labor shortages are acute due to slow population growth and 'brain drain,' though some states are leading in response: Illinois has a clean energy jobs inventory, and Pennsylvania's Commonwealth Workforce Transformation Program reserves 3% of IRA and IIJA funds for training.","ai_generated":true,"unit":"rmi-000035#insight-5","date_modified":"2026-10-23"},{"text":"Illinois and Minnesota are identified as national leaders in environmental justice and equity, with Illinois's CEJA providing $40 million annually in grants for 'Equity Eligible Persons or Communities.'","ai_generated":true,"unit":"rmi-000035#insight-6","date_modified":"2026-10-23"},{"text":"The region possesses a strong innovation ecosystem with over 350 energy-related research centers and high patent production per capita in sustainable fuels and EVs, particularly in cities like Columbus, Indiana and Ann Arbor, Michigan.","ai_generated":true,"unit":"rmi-000035#insight-7","date_modified":"2026-10-23"},{"text":"State-level coordination is emerging through three legislative themes: removing local regulatory barriers to clean energy, establishing green banks to leverage the $27 billion Greenhouse Gas Reduction Fund, and creating competitiveness funds.","ai_generated":true,"unit":"rmi-000035#insight-8","date_modified":"2026-10-23"},{"text":"Specific state initiatives to lower barriers include Michigan's Solar Energy Facilities Taxation Act (2023) and its $30 million Renewable-Ready Communities program, as well as Ohio's Payment in Lieu of Taxes program.","ai_generated":true,"unit":"rmi-000035#insight-9","date_modified":"2026-10-23"},{"text":"Minnesota and Michigan have established competitiveness funds ($190 million and $350 million respectively) to provide matching grants and technical assistance for organizations accessing federal IRA, IIJA, and CHIPS funding.","ai_generated":true,"unit":"rmi-000035#insight-10","date_modified":"2026-10-23"}],"climate_tags":["energy transition","electric vehicle","low-carbon steel","Sustainable Aviation Fuel","photovoltaics","onshore wind farm","renewable electricity","industrial policy","workforce development","environmental justice","Green bank","climate finance"],"geography_discussed":["United States","Columbus","Detroit","Cincinnati","Milwaukee","Pittsburgh"],"frame_perspective":[],"analysis_type":["strategic framework","gap analysis","economic assessment"]},{"id":"clipolin-001143","url":"https://climateinsightsdirectory.org/document/clipolin-001143","title":"How big is the Net Zero financing gap?","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"en","date_published":"2023-09","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2023/09/How-big-is-the-Net-Zero-financing-gap-2023.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report estimates that annual climate finance needs will rise to USD 6.2 trillion by 2030 and USD 7.3 trillion by 2050 to achieve Net Zero, while tracked global finance only surpassed USD 1 trillion for the first time in 2022. Transport and energy systems represent the largest investment needs, requiring at least USD 3.2 trillion and USD 2.1 trillion annually, respectively. The study highlights a significant disparity in finance distribution, with 75% of global spend concentrated in East Asia and the Pacific, Europe, and North America. It argues that public finance must act as a catalyst to mobilize private capital, particularly in developing economies where the cost of capital is significantly higher. While private sector commitments are growing—such as the 30 largest banks pledging USD 870 billion annually—the report notes that asset managers and owners have been slower to set quantifiable targets. Key recommendations include aligning stakeholder policies, supporting non-commercially viable technologies like CCUS and green hydrogen, and implementing just transition frameworks.","ai_generated":true,"unit":"clipolin-001143#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a massive gap between current climate finance and the levels needed for Net Zero: annual requirements are estimated at USD 6.2 trillion by 2030 and USD 7.3 trillion by 2050, whereas tracked global finance only exceeded USD 1 trillion for the first time in 2022.","ai_generated":true,"unit":"clipolin-001143#insight-1","date_modified":"2026-10-23"},{"text":"Transport and energy systems are the most capital-intensive sectors for the transition, with transport requiring at least USD 3.2 trillion annually and energy systems requiring at least USD 2.1 trillion annually through 2050.","ai_generated":true,"unit":"clipolin-001143#insight-2","date_modified":"2026-10-23"},{"text":"Significant investment increases are required for other critical areas: building energy efficiency needs USD 731 billion annually, industrial processes USD 320.2 billion, clean energy storage USD 251.3 billion, and carbon capture, utilization, and storage (CCUS) USD 145.3 billion.","ai_generated":true,"unit":"clipolin-001143#insight-3","date_modified":"2026-10-23"},{"text":"Climate adaptation and resilience finance is severely underfunded, with an average annual need of USD 254 billion through 2050, while 98% of current adaptation funding is provided by public sources.","ai_generated":true,"unit":"clipolin-001143#insight-4","date_modified":"2026-10-23"},{"text":"Climate finance is geographically concentrated, with 75% of total global spending in 2019/20 occurring in Europe, North America, and East Asia and the Pacific.","ai_generated":true,"unit":"clipolin-001143#insight-5","date_modified":"2026-10-23"},{"text":"Public finance is disproportionately critical in Africa, where it comprised 86% of total climate finance over the last decade, compared to only 4% in North America.","ai_generated":true,"unit":"clipolin-001143#insight-6","date_modified":"2026-10-23"},{"text":"Private sector financial commitments are increasing, with the 30 largest global banks committing to finance USD 870 billion annually for climate solutions by 2030.","ai_generated":true,"unit":"clipolin-001143#insight-7","date_modified":"2026-10-23"},{"text":"Asset owners and managers have lagged behind commercial banks in setting specific targets; only 27% of asset owners and 2% of asset managers have publicly announced Net Zero and climate financing targets.","ai_generated":true,"unit":"clipolin-001143#insight-8","date_modified":"2026-10-23"},{"text":"Venture capital investment in climate solutions grew by 89% in 2022 to reach USD 70.1 billion, with climate-focused VC investors holding USD 37 billion in unallocated capital as of late 2022.","ai_generated":true,"unit":"clipolin-001143#insight-9","date_modified":"2026-10-23"},{"text":"Investment in the supply chain and manufacturing of clean energy solutions rose to USD 79 billion in 2022, but needs to increase by another 58% to remain on a Net Zero pathway.","ai_generated":true,"unit":"clipolin-001143#insight-10","date_modified":"2026-10-23"},{"text":"The market value for mining and processing critical minerals must triple by 2050 to USD 331.5 billion annually to support the transition.","ai_generated":true,"unit":"clipolin-001143#insight-11","date_modified":"2026-10-23"}],"climate_tags":["climate finance","Net-zero emissions","electric vehicle","energy efficient building","Industrial decarbonization","green hydrogen","climate change adaptation","climate resilience","critical minerals","climate bond","multilateral development bank","Just Energy Transition Partnership","carbon price","stranded asset"],"geography_discussed":["Africa","North America","European Union","United States","Japan","People's Republic of China","India","Pakistan","Norway","South Africa","Indonesia","Vietnam"],"frame_perspective":[],"analysis_type":["quantitative assessment","gap analysis","policy review"]},{"id":"clipolin-000421","url":"https://climateinsightsdirectory.org/document/clipolin-000421","title":"Landscape of Indonesia Power Sector Finance","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"en","date_published":"2023-08","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2023/08/CPI-2023_Landscape-of-Indonesia-Power-Sector-Finance-FINAL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"Between 2015 and 2021, Indonesia's power sector tracked USD 35.6 billion in finance, with 58% allocated to renewable energy. While RE finance trended upward after 2016, it faced a setback in 2020 due to COVID-19 and the Omnibus Law. To reach the 2060 NZE target, Indonesia requires USD 16.1 billion in annual financing, leaving a current annual gap of USD 13.1 billion, most notably in solar and wind power.","ai_generated":true,"unit":"clipolin-000421#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Indonesia has established a series of escalating renewable energy (RE) mix targets: 23% by 2025 (National Energy Policy/RUEN), 43% by 2050 (LTS-LCCR), and 87% by 2060 (NZE Energy Sector Roadmap).","ai_generated":true,"unit":"clipolin-000421#insight-1","date_modified":"2026-10-23"},{"text":"There is a massive shortfall in annual financing for renewable energy; while the NZE 2060 scenario requires USD 16.1 billion per year, tracked finance between 2015 and 2020 averaged only USD 2.7 billion per annum, resulting in an annual underinvestment of USD 13.1 billion.","ai_generated":true,"unit":"clipolin-000421#insight-2","date_modified":"2026-10-23"},{"text":"Total tracked power sector finance from 2015 to 2021 was USD 35.6 billion, with 58% directed toward RE generation and 42% toward fossil fuels (primarily coal).","ai_generated":true,"unit":"clipolin-000421#insight-3","date_modified":"2026-10-23"},{"text":"Debt instruments were the primary source of power sector finance, accounting for 78% of total tracked commitments, with 55% of that debt going to fossil fuel generators (mostly 2015-2017) and 45% to RE generators (increasing since 2018).","ai_generated":true,"unit":"clipolin-000421#insight-4","date_modified":"2026-10-23"},{"text":"International finance provided 65% of the tracked commitments from 2015 to 2021. Between 2017 and 2018, international sources reduced fossil fuel finance by 67% to focus on gas and diesel, with no new commitments for coal.","ai_generated":true,"unit":"clipolin-000421#insight-5","date_modified":"2026-10-23"},{"text":"Renewable energy finance saw a 30% increase in new commitments starting in 2016, but experienced a setback in 2020 due to the COVID-19 pandemic and the Omnibus Law, which eased coal mining permit extensions.","ai_generated":true,"unit":"clipolin-000421#insight-6","date_modified":"2026-10-23"},{"text":"Solar and wind power exhibit the widest investment gaps to meet 2060 targets, with solar power alone requiring an additional USD 4.6 billion annually.","ai_generated":true,"unit":"clipolin-000421#insight-7","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","climate finance","coal-fired power station","carbon neutrality","solar energy","wind power","hydropower","geothermal energy","bioenergy","Just Energy Transition Partnership","feed-in tariff","climate bond","carbon price","sustainable finance"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["financial tracking","gap analysis","policy review"]},{"id":"clipolin-001166","url":"https://climateinsightsdirectory.org/document/clipolin-001166","title":"Landscape of Climate Finance for Agrifood Systems","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"en","date_published":"2023-07","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2023/11/Landscape-of-Climate-Finance-for-Agrifood-Systems.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Climate finance for agrifood systems is critically low, representing only 4.3% of total project-level climate finance in 2019/20. The report highlights a massive investment gap, noting that current flows must increase at least sevenfold to meet conservative transition needs. While agriculture and forestry dominate project-level funding, essential mitigation areas like food loss and low-carbon diets are severely underfunded. The analysis reveals a heavy reliance on public funding (85%) and significant geographic disparities, with East Asia and the Pacific receiving the most finance, while South Asia and Latin America remain underserved relative to their emissions and vulnerability. The report advocates for repurposing harmful agricultural subsidies and leveraging private capital to scale climate-resilient and low-carbon food systems.","ai_generated":true,"unit":"clipolin-001166#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate finance for agrifood systems is extremely low, accounting for only 4.3% of total global project-level climate finance in 2019/20, with an annual average of USD 28.5 billion.","ai_generated":true,"unit":"clipolin-001166#insight-1","date_modified":"2026-10-23"},{"text":"There is a significant funding gap; current climate finance must increase at least sevenfold to meet the most conservative estimated needs, which range from USD 212 billion to USD 1.3 trillion annually through 2030.","ai_generated":true,"unit":"clipolin-001166#insight-2","date_modified":"2026-10-23"},{"text":"Project-level finance is concentrated in agriculture (42%) and forestry (41%), while critical mitigation segments such as food loss, waste, and low-carbon diets receive less than 1% of tracked investment.","ai_generated":true,"unit":"clipolin-001166#insight-3","date_modified":"2026-10-23"},{"text":"Venture capital (VC) investments in agrifood tech are primarily focused on mitigation and developed markets; only 20% of total VC in agrifood tech targets climate solutions, totaling USD 4.8 billion annually.","ai_generated":true,"unit":"clipolin-001166#insight-4","date_modified":"2026-10-23"},{"text":"Geographic distribution of project-level finance is skewed, with East Asia and the Pacific receiving the most (USD 10.4 billion), while South Asia and Latin America and the Caribbean are underserved relative to their GHG emissions contributions.","ai_generated":true,"unit":"clipolin-001166#insight-5","date_modified":"2026-10-23"},{"text":"Public sources provide the vast majority of project-level climate finance for agrifood systems, accounting for 85% (USD 24.2 billion) in 2019/20, while private sources contribute only 12%.","ai_generated":true,"unit":"clipolin-001166#insight-6","date_modified":"2026-10-23"},{"text":"Adaptation finance for agrifood systems reached USD 7.3 billion in 2019/20, with agriculture receiving over two-thirds of this amount, much of it flowing to non-OECD countries in Sub-Saharan Africa.","ai_generated":true,"unit":"clipolin-001166#insight-7","date_modified":"2026-10-23"},{"text":"Debt is the most used financial instrument for project-level finance (44%), followed by grants (38%), while equity remains underused at 4%.","ai_generated":true,"unit":"clipolin-001166#insight-8","date_modified":"2026-10-23"},{"text":"There is a significant opportunity to increase climate finance by repurposing the estimated USD 670 billion in annual public subsidies for agriculture and fisheries, many of which currently support harmful practices.","ai_generated":true,"unit":"clipolin-001166#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate finance","agriculture","forestry","aquaculture","land use","climate change mitigation","climate change adaptation","regenerative agriculture","bioenergy","carbon credit","Scope 3","Loss and Damage Fund"],"geography_discussed":["East Asia and Pacific","sub-Saharan Africa","United States","Canada","People's Republic of China","South Asia","Latin America and the Caribbean","Western Europe","India","European Union","Singapore"],"frame_perspective":[],"analysis_type":["financial analysis","gap analysis","geographic analysis","sectoral analysis"]},{"id":"saiia-001174","url":"https://climateinsightsdirectory.org/document/saiia-001174","title":"Strengthening Marine and Coastal EbA in Climate Policies in Southern Africa","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"research paper","language":"en","date_published":"2023-05","source_url":"https://saiia.org.za/wp-content/uploads/2023/05/SAIIA_OP-346_MarinaCoastalEbA.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document assesses the state of marine and coastal ecosystem-based adaptation (EbA) in Southern Africa, finding that while there is growing political commitment and various local success stories, marine concerns are frequently overshadowed by terrestrial issues in national climate policies. It identifies significant hurdles to implementation, including capacity gaps, siloed government coordination, insufficient financing, and unequal resource rights. The author recommends establishing enabling bodies to support NDCs, adopting a 'seascape' approach to integrate land-sea interfaces, and scaling innovative financing like blue carbon and debt-for-nature swaps.","ai_generated":true,"unit":"saiia-001174#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a widespread perception that terrestrial climate issues are prioritized over marine and coastal ecosystem-based adaptation (EbA) in national policies, leading to a disconnect between high-level global discussions and local action.","ai_generated":true,"unit":"saiia-001174#insight-1","date_modified":"2026-10-23"},{"text":"Implementation of EbA in SADC is hindered by significant capacity gaps in public institutions and community groups, specifically regarding ecological restoration techniques, pollution prevention, and the ability to retain trained staff.","ai_generated":true,"unit":"saiia-001174#insight-2","date_modified":"2026-10-23"},{"text":"Government coordination is characterized by 'silos,' where ministries (such as fisheries, environment, and tourism) operate autonomously and fail to reconcile priorities or share information vertically and horizontally.","ai_generated":true,"unit":"saiia-001174#insight-3","date_modified":"2026-10-23"},{"text":"Financial constraints are a primary barrier, with issues including short donor timelines that clash with slow municipal tender processes and a lack of capacity within local authorities to absorb adaptation finance.","ai_generated":true,"unit":"saiia-001174#insight-4","date_modified":"2026-10-23"},{"text":"Inequities in land tenure and fishing rights impede the effectiveness of EbA, as commercial entities often maintain preferential access to resources over local subsistence communities.","ai_generated":true,"unit":"saiia-001174#insight-5","date_modified":"2026-10-23"},{"text":"There are critical gaps in early warning systems and environmental monitoring, particularly regarding toxic waste contamination and the impacts of ocean acidification on the west coast of Southern Africa.","ai_generated":true,"unit":"saiia-001174#insight-6","date_modified":"2026-10-23"},{"text":"Gender inequalities persist in coastal communities, where traditional norms restrict female leadership and decision-making power in financial and technological adaptation matters.","ai_generated":true,"unit":"saiia-001174#insight-7","date_modified":"2026-10-23"},{"text":"Innovative financing mechanisms, such as blue carbon credits and debt-for-nature swaps, offer potential for scaling EbA, though many projects struggle with certification and timely verification of credits.","ai_generated":true,"unit":"saiia-001174#insight-8","date_modified":"2026-10-23"}],"climate_tags":["ecosystem-based adaptation","nature-based solutions","Nationally Determined Contributions","blue economy","coastal erosion","sea level rise","ocean acidification","climate finance","biodiversity conservation","Mangrove restoration","early warning system"],"geography_discussed":["Kenya","United Kingdom","Durban"],"frame_perspective":[],"analysis_type":["policy review","gap analysis","case study analysis"]},{"id":"ember-000081","url":"https://climateinsightsdirectory.org/document/ember-000081","title":"Electricity Source Trends","publisher":{"name":"Ember","organization":"ember"},"document_type":"report","language":"en","date_published":"2023-04-12","source_url":"https://ember-energy.org/chapter/electricity-source-trends-ger2023/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"In 2022, solar and wind power continued their rapid growth, with solar being the fastest-growing source and wind recording the largest absolute increase. Conversely, nuclear power saw a significant decline, primarily driven by outages in France and Germany. Coal generation reached an all-time record high of 10,186 TWh, although its overall share of the global electricity mix slightly decreased. Hydro power rebounded after a poor 2021 but remains below 2020 levels due to droughts in Europe. Fossil gas generation remained relatively stable despite supply chain disruptions. To align with the IEA Net Zero Emissions scenario by 2030, the report argues that solar and wind must sustain high annual growth rates, coal and unabated gas must be phased out, and nuclear power must grow more rapidly than its recent historical average.","ai_generated":true,"unit":"ember-000081#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Solar power was the fastest-growing electricity source for the 18th consecutive year, with global generation increasing by 24% (+245 TWh) to reach 1,284 TWh in 2022. Its share of the global electricity mix rose from 3.7% in 2021 to 4.5% in 2022.","ai_generated":true,"unit":"ember-000081#insight-1","date_modified":"2026-10-23"},{"text":"Wind power recorded the largest absolute increase of any electricity source in 2022, growing by 17% (+312 TWh) to reach 2,160 TWh. Its global market share increased from 6.6% in 2021 to 7.6% in 2022.","ai_generated":true,"unit":"ember-000081#insight-2","date_modified":"2026-10-23"},{"text":"Global coal generation hit an all-time record high of 10,186 TWh in 2022, producing 36% of the world's electricity. Despite this record, its share of the global mix fell by 0.5 percentage points from 36.2% in 2021 to 35.7% in 2022, attributed to the growth of wind and solar.","ai_generated":true,"unit":"ember-000081#insight-3","date_modified":"2026-10-23"},{"text":"Nuclear electricity generation fell by 4.7% (-129 TWh) in 2022, the second largest year-on-year decrease ever recorded. This decline was largely driven by maintenance shutdowns in France (-82 TWh) and Germany (-33 TWh), as well as reactor shutdowns due to the invasion of Ukraine (-21 TWh).","ai_generated":true,"unit":"ember-000081#insight-4","date_modified":"2026-10-23"},{"text":"Hydro power generation rose by 1.7% (+73 TWh) to 4,311 TWh in 2022, though its global share fell slightly to 15.1% due to demand growth. While Brazil and Viet Nam saw increases, the EU experienced a 66 TWh (-19%) drop due to historic summer droughts.","ai_generated":true,"unit":"ember-000081#insight-5","date_modified":"2026-10-23"},{"text":"Fossil gas generation remained nearly stable, decreasing by 0.2% (-12 TWh) to 6,336 TWh in 2022, accounting for 22% of global electricity. The US saw a significant increase of 116 TWh (+7.4%) as it moved away from coal.","ai_generated":true,"unit":"ember-000081#insight-6","date_modified":"2026-10-23"},{"text":"To align with the IEA Net Zero Emissions scenario for 1.5C, solar generation must grow by 25% annually to reach 7,552 TWh by 2030, and wind must increase by 17% annually to reach 7,840 TWh. Coal's share in the power mix must be reduced to 12% by 2030, requiring an 8.3% annual decline.","ai_generated":true,"unit":"ember-000081#insight-7","date_modified":"2026-10-23"}],"climate_tags":["solar energy","wind power","hydropower","coal power","bioenergy","natural gas","nuclear power","energy transition","carbon capture and storage"],"geography_discussed":["People's Republic of China","Chile","Netherlands","Australia","United States","European Union","India","Japan","Kenya","Lithuania","Poland","South Africa","Switzerland","Denmark","Germany","United Kingdom","Brazil","Vietnam","Ukraine","Ireland","Uruguay","Paraguay","Norway","Turkey","Russia","Italy","France","Spain","Kosovo","Mexico","New Zealand","Portugal","Finland","Kuwait","Slovakia","Belgium","Hungary","Pakistan","Saudi Arabia","South Korea"],"frame_perspective":[],"analysis_type":["trend analysis","comparative analysis","gap analysis"]}]}