{"query_echo":{"q":"","filters":{"geography":["North America"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'North America' for facet 'geography' is not in the controlled vocabulary."}]},"total":{"value":490,"relation":"eq"},"page":9,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=North+America&page=9","next":"https://climateinsightsdirectory.org/api/v1/search?geography=North+America&page=10","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":"eesi-000099","url":"https://climateinsightsdirectory.org/document/eesi-000099","title":"To Help Care for the Earth, an Indiana Seminary Turned to Geothermal Energy and Efficiency","publisher":{"name":"Environmental and Energy Study Institute","organization":"environmental-and-energy-study-institute"},"document_type":"case study","language":"en","date_published":"2023-03-02","source_url":"https://www.eesi.org/articles/view/to-help-care-for-the-earth-an-indiana-seminary-turned-to-geothermal-energy-and-efficiency","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Anabaptist Mennonite Biblical Seminary in Indiana has significantly reduced its carbon footprint and energy costs through a series of sustainable upgrades. Central to these efforts was the 2007 completion of a 31,500 square foot library, which became the first LEED-certified theological library in North America by utilizing a ground-source geothermal heat pump system and other high-performance design elements. Between 2013 and 2022, the seminary decreased its annual energy consumption by approximately two-thirds by implementing recommendations from an ASHRAE Level 2 energy audit, replacing outdated 1950s boilers with fuel-efficient models, and installing two solar arrays (50-kW and 80-kW) that have offset over 320 tons of carbon emissions.","ai_generated":true,"unit":"eesi-000099#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The seminary's library, completed in 2007, achieved LEED Gold status and was the first LEED-certified theological library in North America. It utilizes a ground-source heat pump system across four acres with 63 wells in a closed-loop structure to provide heating and cooling without natural gas.","ai_generated":true,"unit":"eesi-000099#insight-1","date_modified":"2026-10-23"},{"text":"The seminary reduced its annual energy consumption by about two-thirds between 2013 and 2022. This was achieved by following an ASHRAE Level 2 energy audit and EPA ENERGY STAR Portfolio Manager analysis, which led to the installation of occupancy sensors, efficient lighting, and new HVAC systems.","ai_generated":true,"unit":"eesi-000099#insight-2","date_modified":"2026-10-23"},{"text":"The seminary replaced two 1950s cast iron boilers with new units that are 50 percent more efficient, resulting in annual fuel savings of over $5,000. The project cost $37,000 and utilized rebates from Indiana Michigan Power.","ai_generated":true,"unit":"eesi-000099#insight-3","date_modified":"2026-10-23"},{"text":"Two solar installations have provided significant financial and environmental benefits: a 50-kW system completed in 2017 and an 80-kW rooftop system commissioned in 2020. Together, they have offset more than 320 tons of carbon emissions and generated $82,000 in savings.","ai_generated":true,"unit":"eesi-000099#insight-4","date_modified":"2026-10-23"},{"text":"To support the geothermal infrastructure and regional biodiversity, the seminary planted 20 acres of prairie grasses, including six acres specifically next to the library to protect geothermal loops from ground compaction.","ai_generated":true,"unit":"eesi-000099#insight-5","date_modified":"2026-10-23"}],"climate_tags":["geothermal energy","solar energy","energy efficiency","carbon dioxide emissions","heating, ventilation, and air conditioning","sustainable architecture"],"geography_discussed":["North America"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"pestake-000148","url":"https://climateinsightsdirectory.org/document/pestake-000148","title":"Private Equity Profits from Incarceration","publisher":{"name":"Private Equity Stakeholder Project","organization":"private-equity-stakeholder-project"},"document_type":"fact sheet","language":"en","date_published":"2023-03","source_url":"https://pestakeholder.org/wp-content/uploads/2023/03/Fact-sheet-final-2023.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed"],"summary":{"text":"This fact sheet details the involvement of private equity firms in the incarceration industry, listing specific companies providing commissary, communications, healthcare, and construction services to millions of incarcerated people across the U.S. and internationally.","ai_generated":true,"unit":"pestake-000148#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Private equity firms utilize capital from institutional investors, including pension funds, foundations, endowments, and insurance companies, to invest in services for the more than two million people housed in U.S. prisons, jails, and detention facilities.","ai_generated":true,"unit":"pestake-000148#insight-1","date_modified":"2026-10-23"},{"text":"While public debate often focuses on publicly-traded companies like CoreCivic and GEO Group, private equity-owned firms providing phone, commissary, and medical services may have a more widespread impact on incarcerated people and their families.","ai_generated":true,"unit":"pestake-000148#insight-2","date_modified":"2026-10-23"},{"text":"Specific private equity investments in the sector include HIG Capital, which acquired Keefe/TKC Holdings (commissary), IC Solutions (communications), and Wellpath Healthcare (medical services) between 2012 and 2013.","ai_generated":true,"unit":"pestake-000148#insight-3","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Australia","Puerto Rico","North America","North Carolina","Arizona","California","Nevada","Utah","Wyoming"],"frame_perspective":[],"analysis_type":[]},{"id":"geconco-000105","url":"https://climateinsightsdirectory.org/document/geconco-000105","title":"Mapping the Global Youth Climate Movement","publisher":{"name":"Green Economy Coalition","organization":"green-economy-coalition"},"document_type":"report","language":"en","date_published":"2023-02","source_url":"https://www.greeneconomycoalition.org/assets/reports/GEC-Reports/YCM-2023/Mapping-the-Global-YCM-March23-FINAL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report maps the global youth climate movement (YCM), finding a strong consensus that capitalism and colonialism are the root causes of the climate crisis, yet a significant lack of coherent theories of change to translate this analysis into systemic transformation. While many groups remain wedded to reformist tactics like school strikes, an emerging 'Radical Green' wing is developing strategic fluency. The movement faces critical gaps in funding, organisational structure, and vision-building, particularly in the post-pandemic landscape.","ai_generated":true,"unit":"geconco-000105#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A majority of the youth climate movement (YCM) agrees on a systemic analysis of the climate crisis, with 54% of surveyed groups identifying \"a system that puts profit over people and planet\" as the root cause. Among these, 89% specifically name capitalism and (neo-)colonialism as the drivers of ecological breakdown.","ai_generated":true,"unit":"geconco-000105#insight-1","date_modified":"2026-10-23"},{"text":"Despite agreement on root causes, the YCM lacks a coherent, shared theory of change. Many groups exhibit strategic incoherence, such as identifying the system as the root cause but pursuing visions of new political leadership or missions of general environmental awareness.","ai_generated":true,"unit":"geconco-000105#insight-2","date_modified":"2026-10-23"},{"text":"There is a significant 'vision breakdown' where groups fail to translate their systemic analysis into a vision for structural change. This is attributed to a lack of deep analysis regarding how capitalism operates and a 'strategic dogma' in some groups, such as those committed to the Fridays For Future (FFF) model of school strikes and demanding leaders 'listen to the science'.","ai_generated":true,"unit":"geconco-000105#insight-3","date_modified":"2026-10-23"},{"text":"The report identifies a 'radical education effect,' particularly in regions like West Africa, where groups use environmental education not as an end in itself, but as a prerequisite to build the radical consciousness necessary for green economic transformation.","ai_generated":true,"unit":"geconco-000105#insight-4","date_modified":"2026-10-23"},{"text":"An emerging 'Radical Green' wing of the YCM is demonstrating 'strategic fluency,' moving beyond aesthetics to develop concrete plans for ruptural change, including engaging fossil-dependent communities and forming coalitions with workers and unions.","ai_generated":true,"unit":"geconco-000105#insight-5","date_modified":"2026-10-23"},{"text":"The YCM requires substantial support to increase its impact, most notably in funding. This includes operational support for basic maintenance, project-based funding for international coordination, and core funding for activist salaries to reduce reliance on volunteers.","ai_generated":true,"unit":"geconco-000105#insight-6","date_modified":"2026-10-23"},{"text":"Beyond finance, the movement needs organisational development in three areas: establishing stable internal structures to prevent burnout, developing explicit movement strategies and policy research, and fostering higher levels of domestic and international networking.","ai_generated":true,"unit":"geconco-000105#insight-7","date_modified":"2026-10-23"},{"text":"The internet stocktake identified 292 youth climate groups globally, noting that Africa appears to have the most vibrant movement in terms of the number of groups identified, survey completion rates, and responsiveness to interviews.","ai_generated":true,"unit":"geconco-000105#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate justice","environmental education","climate policy","climate finance"],"geography_discussed":["Africa","Europe","North America","South America","Asia","Oceania"],"frame_perspective":[],"analysis_type":["mapping","strategic assessment","qualitative analysis"]},{"id":"wwf-001008","url":"https://climateinsightsdirectory.org/document/wwf-001008","title":"GETTING UNDERWAY: 2022 BASELINE ASSESSMENT OF ASSET MANAGERS’ APPROACHES TO ADDRESSING ENVIRONMENTAL AND SOCIAL (E&S) RISKS IN SEAFOOD-RELATED INVESTMENTS","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2023-02","source_url":"https://www.worldwildlife.org/documents/696/mibxceugk_3Seafood_AM_Report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 2022 baseline assessment by WWF reveals that most asset managers fail to address seafood-related E&S risks, with an average score of 13% across 38 sub-indicators. While many acknowledge biodiversity risks generally, very few have actionable policies or specific expectations for seafood investee companies. The report recommends that asset managers formalize biodiversity risk statements into policies, regularly review seafood investments against sustainable blue economy principles, and develop SMART sustainability targets.","ai_generated":true,"unit":"wwf-001008#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Asset managers generally fail to address seafood-related E&S risks in their portfolios, with the average score for the assessed group being 13% across 38 sub-indicators. Only one asset manager achieved a score of 59% by disclosing an ocean sustainability policy, while four asset managers scored 0%.","ai_generated":true,"unit":"wwf-001008#insight-1","date_modified":"2026-10-23"},{"text":"There is a significant gap between general acknowledgments of biodiversity risk and the implementation of actionable policies. Although 76% of assessed asset managers reference biodiversity, only one-third of these references are found in policy documents where the manager commits to taking action.","ai_generated":true,"unit":"wwf-001008#insight-2","date_modified":"2026-10-23"},{"text":"Specific focus on the seafood sector remains very low among asset managers. Only 27% of those acknowledging biodiversity risks mention the marine or ocean context, and only one of the 42 assessed asset managers has publicly disclosed seafood-specific E&S expectations for investee companies.","ai_generated":true,"unit":"wwf-001008#insight-3","date_modified":"2026-10-23"},{"text":"While 88% of asset managers use engagement as part of their E&S risk management, very few target the seafood sector specifically. Only 10% of assessed managers reported engagement activities specifically related to seafood-related E&S issues.","ai_generated":true,"unit":"wwf-001008#insight-4","date_modified":"2026-10-23"},{"text":"Investment products specifically designed for seafood sustainability are rare. Although 83% of asset managers offer green financial products (ESG funds), only 7% referenced investments or products specifically focused on sustainability in the seafood sector.","ai_generated":true,"unit":"wwf-001008#insight-5","date_modified":"2026-10-23"}],"climate_tags":["biodiversity","natural capital","aquaculture","climate change","human rights"],"geography_discussed":["Asia","North America","Europe"],"frame_perspective":[],"analysis_type":["baseline assessment","policy analysis","disclosure review"]},{"id":"wwf-000812","url":"https://climateinsightsdirectory.org/document/wwf-000812","title":"ABOVE BOARD: 2022 SUSTAINABLE BANKING 2022 BASELINE ASSESSMENT OF BANKS’ SEAFOOD SECTOR POLICIES","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2023-01","source_url":"https://www.worldwildlife.org/documents/199/8kkkonxl2j_2Assessing_Banks_Seafood_Sector_Policies.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"WWF-Singapore's 2022 baseline assessment of 41 banks reveals that while over half recognize E&S risks in the seafood sector, only 20% have disclosed specific sector policies. The average score across 34 sub-indicators was 17%, with European banks showing the most robust policies and Asian and North American banks lagging. The report finds that expectations for wild-catch production are the most developed, while aquaculture and downstream requirements are lacking. WWF recommends that banks align policies with UNEP FI Sustainable Blue Economy Finance Initiative guidance, integrate seafood risks into broader thematic policies, and develop targeted 'blue' financial products.","ai_generated":true,"unit":"wwf-000812#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The baseline assessment of 41 banks indicates a significant gap between the recognition of environmental and social (E&S) risks and the implementation of formal policies; while more than half of the banks publicly acknowledge these risks, only 20% have disclosed specific seafood sector policies.","ai_generated":true,"unit":"wwf-000812#insight-1","date_modified":"2026-10-23"},{"text":"Overall bank performance across the 34 sub-indicators was low, with an average score of 17%. Performance varied widely, ranging from a high of 66% to a low of 0%.","ai_generated":true,"unit":"wwf-000812#insight-2","date_modified":"2026-10-23"},{"text":"There are distinct regional differences in policy robustness: European banks had the most robust policies and processes, with seven of ten disclosing seafood sector policies. In contrast, only one of 25 Asian banks and none of the six North American banks assessed publicly disclosed such policies.","ai_generated":true,"unit":"wwf-000812#insight-3","date_modified":"2026-10-23"},{"text":"Banks' client expectations are unevenly developed across the seafood value chain. Requirements for wild-catch production are the most advanced, whereas expectations for aquaculture production and downstream clients (processors, brands, and retail) lack necessary detail.","ai_generated":true,"unit":"wwf-000812#insight-4","date_modified":"2026-10-23"},{"text":"While 98% of assessed banks offer green financial products, these are primarily focused on climate risks in the energy sector. Only 17% (seven banks) have developed financial products specifically for the seafood sector.","ai_generated":true,"unit":"wwf-000812#insight-5","date_modified":"2026-10-23"},{"text":"There is a total lack of transparency regarding the actual impact of seafood portfolios, as none of the assessed banks disclose information on the environmental or community performance of these portfolios.","ai_generated":true,"unit":"wwf-000812#insight-6","date_modified":"2026-10-23"},{"text":"Participation in commitment-based sustainable seafood finance initiatives, such as the UNEP FI Sustainable Blue Economy Finance Initiative or the Ocean Risk and Resilience Action Alliance (ORRAA), is very low, with only 12% of assessed banks participating.","ai_generated":true,"unit":"wwf-000812#insight-7","date_modified":"2026-10-23"}],"climate_tags":["sustainable finance","blue economy","biodiversity loss","aquaculture","human rights","climate bond"],"geography_discussed":["Europe","Asia","North America","Singapore","Chile"],"frame_perspective":[],"analysis_type":["baseline assessment","policy analysis","benchmarking"]},{"id":"cleancre-000030","url":"https://climateinsightsdirectory.org/document/cleancre-000030","title":"ASIA F-LIST 2023","publisher":{"name":"Clean Creatives","organization":"clean-creatives"},"document_type":"report","language":"en","date_published":"2023","source_url":"https://cleancreatives.org/s/Clean-Creatives-Asia-F-List-Report-Final-2.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes fossil fuel marketing in Asia, identifying two primary strategies: incentivizing increased fuel consumption through loyalty programs and prizes, and 'purpose-washing' to shift climate responsibility onto individuals or project a sustainable image. It notes a gap between Asian consumers' sustainable intent and action, partly due to misleading marketing, while highlighting a trend toward mandatory climate disclosures in countries like India, Japan, South Korea, Hong Kong, and Singapore.","ai_generated":true,"unit":"cleancre-000030#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Fossil fuel companies in Asia use reward programs and partnerships with banks to create fuel credit cards that build brand loyalty and incentivize consumption. Examples include Hindustan Petroleum and IndianOil in India, PTT's Blue Card in Thailand, and Shell's ShARe rewards app in the Philippines.","ai_generated":true,"unit":"cleancre-000030#insight-1","date_modified":"2026-10-23"},{"text":"Companies employ high-value prize giveaways and televised events to motivate increased fuel spending. Notable campaigns include Shell's 130th Anniversary Mega Lucky Draw in Thailand, Denko's Lucky Draw in Myanmar, and Caltex's 'Liter Lottery' in the Philippines, the latter of which resulted in a 233% increase in full tank purchases.","ai_generated":true,"unit":"cleancre-000030#insight-2","date_modified":"2026-10-23"}],"climate_tags":["Fossil fuel advertising","greenwashing","Climate risk assessment","environmental, social and corporate governance","carbon footprint","sustainable consumption","corporate sustainability","climate change vulnerability"],"geography_discussed":["North America","Europe","People's Republic of China","Russia","Central Asia","East Asia","Latin America","MENA","sub-Saharan Africa"],"frame_perspective":[],"analysis_type":["qualitative study","case study"]},{"id":"clipolin-001097","url":"https://climateinsightsdirectory.org/document/clipolin-001097","title":"Global landscape of renewable energy finance, 2023","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"executive summary","language":"en","date_published":"2023","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2023/02/Executive-Summary.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Global investments in energy transition technologies reached a record USD 1.3 trillion in 2022, yet this remains insufficient to meet climate goals, with annual needs estimated at over USD 5 trillion. While renewable energy investments are growing, they are heavily concentrated in a few regions—primarily East Asia and the Pacific—and specific technologies like solar PV and wind. Conversely, fossil fuel investments continue to rise, and subsidies remain high, particularly in Europe and the MENA region. The report emphasizes the need for a fundamental shift in financing for the Global South, calling for more innovative public finance instruments, the mobilization of institutional capital, and a transition away from fossil fuel funding to ensure a just and inclusive energy transition.","ai_generated":true,"unit":"clipolin-001097#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global investments in energy transition technologies, including renewable energy, energy efficiency, electrified transport and heat, energy storage, hydrogen, and carbon capture and storage (CCS), reached a record USD 1.3 trillion in 2022, representing a 19% increase from 2021.","ai_generated":true,"unit":"clipolin-001097#insight-1","date_modified":"2026-10-23"},{"text":"Current investment levels are inadequate for the 1.5°C Scenario, which requires average annual investments of more than USD 5 trillion between 2023 and 2030. This would necessitate redirecting USD 1 trillion per year from fossil fuels to transition technologies.","ai_generated":true,"unit":"clipolin-001097#insight-2","date_modified":"2026-10-23"},{"text":"Fossil fuel investments are increasing despite climate goals, reaching USD 953 billion in 2022. Between 2016 and 2022, outstanding debt for fossil fuel companies in emerging markets and developing economies rose by 400% for coal and 225% for oil and gas.","ai_generated":true,"unit":"clipolin-001097#insight-3","date_modified":"2026-10-23"},{"text":"Renewable energy investments are highly concentrated geographically and technologically. In 2022, the East Asia and Pacific region attracted two-thirds of global investment, led by China. Technologically, solar PV and wind dominate, while investments in end uses like heat and transport are lagging.","ai_generated":true,"unit":"clipolin-001097#insight-4","date_modified":"2026-10-23"},{"text":"There is a significant disparity in per capita investment between developed and developing regions. By 2021, renewable energy investment per capita in Europe was 41 times higher than in Sub-Saharan Africa, and 57 times higher in North America (excluding Mexico).","ai_generated":true,"unit":"clipolin-001097#insight-5","date_modified":"2026-10-23"},{"text":"The off-grid renewable energy sector is primarily concentrated in Sub-Saharan Africa, which attracted over 70% of global off-grid investments between 2010 and 2021 (USD 2.2 billion). However, these investments are increasingly concentrated among seven large incumbent companies.","ai_generated":true,"unit":"clipolin-001097#insight-6","date_modified":"2026-10-23"},{"text":"Private finance provides the majority of renewable energy investment (approximately 75% between 2013-2020), with a shift from equity to debt financing as technologies like solar PV and onshore wind mature.","ai_generated":true,"unit":"clipolin-001097#insight-7","date_modified":"2026-10-23"}],"climate_tags":["transition finance","energy transition","photovoltaics","onshore wind farm","offshore wind power","energy efficiency","electromobility","energy storage","hydrogen","carbon capture and storage","fossil fuel subsidy","climate bond","climate finance","just transition","energy access"],"geography_discussed":["East Asia and Pacific","People's Republic of China","North America","United States","Europe","sub-Saharan Africa","Kenya","Tanzania","Rwanda","Vietnam","India","Brazil","Chile","Middle East and North Africa","Nigeria"],"frame_perspective":[],"analysis_type":["financial analysis","policy assessment","trend analysis"]},{"id":"commyale-000261","url":"https://climateinsightsdirectory.org/document/commyale-000261","title":"international public opinion on climate change 2023","publisher":{"name":"Yale Program on Climate Change Communication","organization":"yale-program-on-climate-change-communication"},"document_type":"report","language":"en","date_published":"2023","source_url":"https://climatecommunication.yale.edu/app/uploads/2023/11/international-public-opinion-climate-change-2023.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The 2023 report by the Yale Program on Climate Change Communication, Meta, and Rare reveals that a vast majority of Facebook users globally believe climate change is happening and is at least partially human-caused. While worry is widespread, personal perceived risk varies significantly by region, with higher levels of personal concern in South America and lower levels in Europe and Southwest Asia/North Africa. There is strong global support for making climate change a government priority, particularly in Puerto Rico and El Salvador.","ai_generated":true,"unit":"commyale-000261#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Knowledge of climate change varies significantly by region; respondents in Europe are most likely to report knowing at least a moderate amount, while those in Sub-Saharan Africa are the least likely, with no majorities in any area of that region reporting such knowledge.","ai_generated":true,"unit":"commyale-000261#insight-1","date_modified":"2026-10-23"},{"text":"A vast majority of respondents across all 110 surveyed areas believe climate change is occurring, with the highest agreement in El Salvador (94%) and the lowest in Haiti (64%), Australia (70%), and the Netherlands (70%).","ai_generated":true,"unit":"commyale-000261#insight-2","date_modified":"2026-10-23"},{"text":"While most respondents (109 of 110 areas) believe human activities play at least some role in climate change, only 16 areas have a majority who believe it is mostly caused by humans. Portugal (61%), Spain (59%), and Finland (57%) show the highest belief in primary human causation.","ai_generated":true,"unit":"commyale-000261#insight-3","date_modified":"2026-10-23"},{"text":"Widespread worry exists globally, with 108 out of 110 areas reporting a majority of worried respondents. The highest levels of worry are found in South Korea and Puerto Rico (both 93%), while the lowest are in the Netherlands (45%) and Yemen (47%).","ai_generated":true,"unit":"commyale-000261#insight-4","date_modified":"2026-10-23"},{"text":"There is a strong global consensus that climate change will significantly harm future generations, with majorities in 80 of 110 areas believing it will harm them \"a great deal.\" This sentiment is strongest in Puerto Rico (84%) and weakest in Yemen (27%).","ai_generated":true,"unit":"commyale-000261#insight-5","date_modified":"2026-10-23"},{"text":"Personal risk perception is much lower than general worry; only 24 of 110 areas have a majority of respondents who believe climate change will harm them personally \"a great deal.\" This is most prevalent in El Salvador (66%) and least prevalent in the Czech Republic and Finland (both 5%).","ai_generated":true,"unit":"commyale-000261#insight-6","date_modified":"2026-10-23"},{"text":"Climate change is viewed as personally important by majorities in 81 of 110 areas. This is most pronounced in El Salvador (87%) and Mozambique (85%), and least pronounced in the Netherlands (19%) and Jordan (28%).","ai_generated":true,"unit":"commyale-000261#insight-7","date_modified":"2026-10-23"},{"text":"There is high global demand for government action, with 103 of 110 areas agreeing that climate change should be a high or very high priority. Puerto Rico (92%) and El Salvador (90%) report the highest priority levels, while Yemen (18%) and the Netherlands (19%) report the lowest.","ai_generated":true,"unit":"commyale-000261#insight-8","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Europe","sub-Saharan Africa","South America","Southwest Asia/North Africa","North America"],"frame_perspective":[],"analysis_type":["public opinion survey"]},{"id":"fordecl-000105","url":"https://climateinsightsdirectory.org/document/fordecl-000105","title":"PENILAIAN DEKLARASI HUTAN 2023","publisher":{"name":"Forest Declaration Assessment","organization":"forest-declaration-assessment"},"document_type":"executive summary","language":"id","date_published":"2023","source_url":"https://forestdeclaration.org/wp-content/uploads/2023/10/2023ExecSummary_BH.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 2023 Forest Declaration Assessment reports that the world is off track to meet 2030 forest goals, with global gross deforestation reaching 6.6 million hectares in 2022. While over 50 countries are on track to eliminate deforestation, including sustainable reductions in Indonesia and Malaysia, these gains are offset by massive losses in other critical ecosystems. The report emphasizes a severe funding gap, noting that only 2.2 billion USD in annual government funding is allocated to forests, and criticizes the lack of corporate accountability and transparency. It calls for a radical shift away from 'business-as-usual' economic models toward those that value standing forests and support the land rights of indigenous and local communities.","ai_generated":true,"unit":"fordecl-000105#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global efforts to stop deforestation are failing, with 2022 gross deforestation reaching 6.6 million hectares, which is 21% higher than the trajectory needed to eliminate deforestation by 2030. Primary tropical forest loss reached 4.1 million hectares, exceeding the required trajectory by 33%.","ai_generated":true,"unit":"fordecl-000105#insight-1","date_modified":"2026-10-23"},{"text":"Despite overall failure, over 50 countries are on track to eliminate deforestation by 2030. In tropical Asia, Indonesia and Malaysia have achieved sustainable reductions in deforestation.","ai_generated":true,"unit":"fordecl-000105#insight-2","date_modified":"2026-10-23"}],"climate_tags":["deforestation","forest degradation","forest restoration","climate finance","land use","planetary boundary","indigenous rights"],"geography_discussed":["Indonesia","Malaysia","Brazil","European Union","Latin America","Africa","North America","Europe"],"frame_perspective":[],"analysis_type":["assessment","policy review"]},{"id":"fordecl-000106","url":"https://climateinsightsdirectory.org/document/fordecl-000106","title":"ÉVALUATION DE LA DÉCLARATION SUR LES FORÊTS DE 2023","publisher":{"name":"Forest Declaration Assessment","organization":"forest-declaration-assessment"},"document_type":"executive summary","language":"fr","date_published":"2023","source_url":"https://forestdeclaration.org/wp-content/uploads/2023/10/2023ExecSummary_FR.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 2023 Forest Declaration Assessment reports that global deforestation remains significantly above the trajectory required to meet 2030 targets, with 6.6 million hectares of gross deforestation in 2022. While some countries like Indonesia and Malaysia have reduced deforestation, overall progress is undermined by insufficient public funding—only $2.2 billion annually—and a lack of corporate and financial accountability. The report emphasizes that private financial institutions provided $6.1 trillion in 2022 to companies likely to drive tropical deforestation. It calls for a radical shift in development models, increased transparency, and the direct funding of Indigenous Peoples and Local Communities to protect high-integrity forests.","ai_generated":true,"unit":"fordecl-000106#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global deforestation rates in 2022 exceeded the levels necessary to reach 2030 targets, with gross global deforestation reaching 6.6 million hectares, which is 21% higher than the required trajectory. Primary tropical forest loss was 4.1 million hectares, 33% higher than the path needed to end tropical forest loss by the end of the decade.","ai_generated":true,"unit":"fordecl-000106#insight-1","date_modified":"2026-10-23"}],"climate_tags":["deforestation","forest degradation","climate finance","biodiversity","land use","indigenous people","planetary boundary"],"geography_discussed":["Indonesia","Malaysia","Brazil","European Union","Latin America","Africa","North America","Europe"],"frame_perspective":[],"analysis_type":["assessment","executive summary"]},{"id":"fordecl-000107","url":"https://climateinsightsdirectory.org/document/fordecl-000107","title":"AVALIAÇÃO DA DECLARAÇÃO FLORESTAL DE 2023","publisher":{"name":"Forest Declaration Assessment","organization":"forest-declaration-assessment"},"document_type":"executive summary","language":"pt","date_published":"2023","source_url":"https://forestdeclaration.org/wp-content/uploads/2023/10/2023ExecSummary_PT.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 2023 Forest Declaration Assessment reports that the world is off track to meet 2030 forest goals, with 2022 global gross deforestation reaching 6.6 million hectares. While over 50 countries are on track to eliminate deforestation, including progress in Indonesia and Malaysia, these successes are offset by massive losses in other regions. The report emphasizes a critical funding gap, noting that only US$ 2.2 billion in annual public funds are directed toward forests, and criticizes the lack of transparency and failure to protect the rights of Indigenous Peoples and local communities.","ai_generated":true,"unit":"fordecl-000107#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global deforestation rates in 2022 exceeded the trajectory required to meet 2030 targets, with gross deforestation reaching 6.6 million hectares—21% higher than necessary—and primary tropical forest loss reaching 4.1 million hectares, which is 33% higher than the required trajectory.","ai_generated":true,"unit":"fordecl-000107#insight-1","date_modified":"2026-10-23"},{"text":"Public funding for forests is severely insufficient, totaling only US$ 2.2 billion annually, a sum the report compares to the cost of constructing a few sports stadiums.","ai_generated":true,"unit":"fordecl-000107#insight-2","date_modified":"2026-10-23"},{"text":"Private financial institutions continue to fund high-risk deforestation; the Forest 500 estimates that private financial institutions provided US$ 6.1 trillion in 2022 to companies with the highest risk of driving tropical deforestation through agricultural commodity production.","ai_generated":true,"unit":"fordecl-000107#insight-3","date_modified":"2026-10-23"},{"text":"While over 50 countries are on track to eliminate deforestation by 2030, with Indonesia and Malaysia showing consistent reductions in tropical Asia, these individual successes do not compensate for overall global forest loss and degradation.","ai_generated":true,"unit":"fordecl-000107#insight-4","date_modified":"2026-10-23"},{"text":"There is a systemic lack of transparency and data regarding forest degradation in temperate and boreal forests and the progress of global restoration efforts, which hinders accountability for governments and corporations.","ai_generated":true,"unit":"fordecl-000107#insight-5","date_modified":"2026-10-23"}],"climate_tags":["deforestation","forest degradation","reforestation","climate finance","land use","biodiversity","indigenous rights","sustainable development"],"geography_discussed":["Indonesia","Malaysia","Brazil","European Union","Latin America","Africa","North America","Europe"],"frame_perspective":[],"analysis_type":["assessment","executive summary"]},{"id":"fordecl-000109","url":"https://climateinsightsdirectory.org/document/fordecl-000109","title":"2023 FOREST DECLARATION ASSESSMENT","publisher":{"name":"Forest Declaration Assessment","organization":"forest-declaration-assessment"},"document_type":"executive summary","language":"en","date_published":"2023","source_url":"https://forestdeclaration.org/wp-content/uploads/2023/10/2023ExecutiveSummary.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 2023 Forest Declaration Assessment reports that the world is off track to eliminate deforestation by 2030, with global gross deforestation in 2022 reaching 6.6 million hectares. While some countries and regions, such as Indonesia and Malaysia, show progress, these are outweighed by massive losses in Latin America, Africa, North America, and Europe. The report highlights a critical funding gap, noting that only USD 2.2 billion in annual public funds are channeled to forests, while private financial institutions provided USD 6.1 trillion in 2022 to companies at risk of driving tropical deforestation. It calls for a radical transformation of development pathways, increased transparency, and direct investment in Indigenous Peoples and local communities to secure forest ecosystems.","ai_generated":true,"unit":"fordecl-000109#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global efforts to eliminate deforestation by 2030 are failing, with 2022 data showing gross deforestation was 21 percent higher than the required trajectory. Primary tropical forest loss was even more severe, exceeding the needed trajectory by 33 percent, totaling 4.1 million hectares.","ai_generated":true,"unit":"fordecl-000109#insight-1","date_modified":"2026-10-23"},{"text":"There is a severe disparity between the funding required for forest protection and actual investment. Annual public funding for forests is only USD 2.2 billion, while private financial institutions provided USD 6.1 trillion in 2022 to companies most likely to drive tropical deforestation through agricultural production.","ai_generated":true,"unit":"fordecl-000109#insight-2","date_modified":"2026-10-23"},{"text":"While over 50 countries are on track to meet 2030 goals—with Indonesia and Malaysia achieving sustained reductions—these successes are offset by continued high rates of loss in non-tropical and tropical Latin America, non-tropical Africa, and boreal and temperate forests in North America and Europe.","ai_generated":true,"unit":"fordecl-000109#insight-3","date_modified":"2026-10-23"},{"text":"Indigenous Peoples and local communities are effective forest stewards but face systemic neglect, receiving only a small fraction of necessary finance and enduring violence and criminalization while protecting their lands.","ai_generated":true,"unit":"fordecl-000109#insight-4","date_modified":"2026-10-23"}],"climate_tags":["deforestation","forest degradation","forest restoration","climate finance","land use","indigenous people"],"geography_discussed":["Indonesia","Malaysia","Latin America","Africa","North America","Europe","Brazil","European Union"],"frame_perspective":[],"analysis_type":["assessment","executive summary"]},{"id":"prio-001746","url":"https://climateinsightsdirectory.org/document/prio-001746","title":"Migrant Exposure and Individual-Level Trust","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2023","source_url":"https://cdn.cloud.prio.org/files/129060f1-cea0-4456-9cdd-5c0ec31c9df4/Skramstad Tollefsen Buhaug - Migrant Exposure and Individual-Level Trust PRIO Paper 2023.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes 92 empirical studies (138 distinct analyses) published between 2003 and 2022. It finds a bimodal pattern where migrant exposure either strongly increases or strongly decreases trust, with positive effects more common for social and political trust and negative effects more common for perceptions of physical and economic security. The review highlights a significant Western bias in existing literature and finds strong evidence for the contact hypothesis, where direct intergroup interaction reduces prejudice and increases trust.","ai_generated":true,"unit":"prio-001746#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The literature exhibits a bimodal pattern regarding the impact of migrant exposure on trust, with 43% of analyses concluding a strong negative effect and 38% concluding a strong positive effect.","ai_generated":true,"unit":"prio-001746#insight-1","date_modified":"2026-10-23"},{"text":"The effect of migrant exposure varies significantly by the type of trust measured: it is more often positive for social and political trust, but strongly negative for perceptions of economic and physical security.","ai_generated":true,"unit":"prio-001746#insight-2","date_modified":"2026-10-23"},{"text":"Direct intergroup contact between hosts and migrants has an overwhelmingly positive effect on trust, supporting the contact hypothesis.","ai_generated":true,"unit":"prio-001746#insight-3","date_modified":"2026-10-23"},{"text":"Higher levels of education among the host population are associated with significantly greater expressions of trust toward migrants, acting as a counteracting mechanism to prejudice.","ai_generated":true,"unit":"prio-001746#insight-4","date_modified":"2026-10-23"},{"text":"Gender influences trust levels, with men generally being less trusting of migrants than women, although women report lower trust specifically regarding physical security due to feelings of vulnerability.","ai_generated":true,"unit":"prio-001746#insight-5","date_modified":"2026-10-23"},{"text":"Individuals of lower socioeconomic status tend to be significantly less trusting of migrants, likely due to increased feelings of economic competition.","ai_generated":true,"unit":"prio-001746#insight-6","date_modified":"2026-10-23"},{"text":"Media exposure significantly shapes trust; hostile media framing leads to decreased trust, while high-quality news sources providing positive perceptions can counteract negative effects.","ai_generated":true,"unit":"prio-001746#insight-7","date_modified":"2026-10-23"},{"text":"There is a severe geographical bias in the research, with an overwhelming majority of studies focusing on Europe and a distinct lack of data from the Global South, particularly Latin America.","ai_generated":true,"unit":"prio-001746#insight-8","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Europe","Africa","Asia","North America","Australia","South Africa","Turkey"],"frame_perspective":[],"analysis_type":["systematic literature review","quantitative analysis"]},{"id":"wwatt-000102","url":"https://climateinsightsdirectory.org/document/wwatt-000102","title":"Как да отразяваме екстремното време и връзката му с климатичните промени","publisher":{"name":"World Weather Attribution","organization":"world-weather-attribution"},"document_type":"guide","language":"bg","date_published":"2023","source_url":"http://www.worldweatherattribution.org/wp-content/uploads/BGR_Reporting-extreme-weather-and-climate-change.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document explains attribution studies—which use climate models to determine if and how much human-induced climate change affected a specific event—and provides guidance on reporting various extreme phenomena. It details how global warming increases the probability and intensity of heatwaves and heavy precipitation globally, while the effects on droughts, wildfires, and tropical cyclones vary by region or specific metric. It emphasizes that while climate change influences the risk and intensity of these events, human factors like land use and water management also contribute to whether an event becomes a disaster.","ai_generated":true,"unit":"wwatt-000102#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Attribution studies use a three-step process to determine the role of human activity in extreme weather: simulating the current warmed climate, simulating a world without human-induced emissions, and comparing the two to calculate changes in probability or intensity.","ai_generated":true,"unit":"wwatt-000102#insight-1","date_modified":"2026-10-23"},{"text":"There is a very strong global link between climate change and heatwaves; every 1ºC increase in global temperature makes heatwaves hotter by more than 1ºC, and the probability of the most extreme temperatures increases most rapidly.","ai_generated":true,"unit":"wwatt-000102#insight-2","date_modified":"2026-10-23"},{"text":"Anthropogenic climate change increases the frequency and intensity of heavy precipitation globally, primarily because a warmer atmosphere holds more moisture (approximately 7% more per 1ºC of warming).","ai_generated":true,"unit":"wwatt-000102#insight-3","date_modified":"2026-10-23"},{"text":"While the total number of tropical cyclones annually has not increased globally, climate change increases the frequency of the most intense (Category 3–5) storms, their rainfall amounts, and the height of storm surges due to rising sea levels.","ai_generated":true,"unit":"wwatt-000102#insight-4","date_modified":"2026-10-23"},{"text":"The link between climate change and droughts is complex and region-specific; risks are increasing with high certainty in the Mediterranean, Southern Africa, Central and East Asia, Southern Australia, and western North Africa.","ai_generated":true,"unit":"wwatt-000102#insight-5","date_modified":"2026-10-23"},{"text":"Fire-prone weather is increasing on all continents due to climate change, with high certainty for Southeast Europe, Northern Eurasia, the USA, and Australia, as warming extends fire seasons and increases flammable biomass.","ai_generated":true,"unit":"wwatt-000102#insight-6","date_modified":"2026-10-23"},{"text":"Extreme cold events are becoming less likely and less intense globally due to climate change, although heavy snowfall may increase in specific high-latitude regions like parts of North America, East and North Asia, and Greenland.","ai_generated":true,"unit":"wwatt-000102#insight-7","date_modified":"2026-10-23"}],"climate_tags":["extreme event attribution","extreme weather event","heat wave","flood","tropical cyclone","hurricane","drought","wildfire","sea level rise","anthropogenic climate change"],"geography_discussed":["Western Europe","Bangladesh","Italy","Turkey","Balkans","Netherlands","Belgium","France","Germany","United Kingdom","Cape Town","South Africa","Canada","United States","Siberia","India","Pakistan","People's Republic of China","Argentina","North Africa","Australasia","Southeast Asia","Europe","North America","South America","Australia","Greenland","Mediterranean Sea","New Zealand"],"frame_perspective":[],"analysis_type":["methodological guide","scientific synthesis"]},{"id":"wwf-000755","url":"https://climateinsightsdirectory.org/document/wwf-000755","title":"Saving Our Grasslands","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"policy brief","language":"en","date_published":"2023","source_url":"https://www.worldwildlife.org/documents/125/7u2gyhzni0_Policy_Brief_Grasslands_051123.3_57_.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document identifies the Renewable Fuel Standard (RFS) and crop insurance subsidies as primary drivers of grassland conversion in North America. It proposes specific reforms to these policies, alongside the expansion of Farm Bill conservation programs and the passage of the North American Grasslands Conservation Act, to mitigate biodiversity loss and enhance carbon sequestration.","ai_generated":true,"unit":"wwf-000755#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Grasslands are vital for climate mitigation and biodiversity, holding approximately one-third of global terrestrial carbon stocks and providing resilience against drought, heat, and wildfire in the American West.","ai_generated":true,"unit":"wwf-000755#insight-1","date_modified":"2026-10-23"},{"text":"Significant habitat loss has occurred in the Great Plains, with 10 million acres of grassland lost between 2016 and 2020, primarily due to conversion for row crop agriculture.","ai_generated":true,"unit":"wwf-000755#insight-2","date_modified":"2026-10-23"},{"text":"The Renewable Fuel Standard (RFS) has driven grassland conversion because the EPA's 'aggregate compliance' approach masks the plowing of native lands by using a national baseline of 402 million acres of eligible cropland from 2007.","ai_generated":true,"unit":"wwf-000755#insight-3","date_modified":"2026-10-23"},{"text":"Federal crop insurance subsidies incentivize the conversion of marginal and high-risk lands to crop production, with government costs being more than 2.5 times higher in high-risk areas compared to low-risk areas.","ai_generated":true,"unit":"wwf-000755#insight-4","date_modified":"2026-10-23"},{"text":"The 'Sodsaver' provision, which reduces crop insurance subsidies on converted native sod in six states, is currently insufficient to deter farming on marginal lands.","ai_generated":true,"unit":"wwf-000755#insight-5","date_modified":"2026-10-23"},{"text":"Reducing food loss and waste, of which approximately 35 percent of US agricultural products go unsold or uneaten, would decrease the pressure to convert grasslands for food production.","ai_generated":true,"unit":"wwf-000755#insight-6","date_modified":"2026-10-23"}],"climate_tags":["carbon sequestration","biodiversity loss","biofuel","nature-based solutions","land-use change","climate resilience"],"geography_discussed":["Canada","Mexico","Great Plains","Missouri River drainage basin"],"frame_perspective":[],"analysis_type":["policy analysis","conservation strategy"]},{"id":"clipolin-000018","url":"https://climateinsightsdirectory.org/document/clipolin-000018","title":"Tracking Investments in Climate Resilient Infrastructure","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"research paper","language":"en","date_published":"2022-12-13","source_url":"https://www.climatepolicyinitiative.org/publication/tracking-investments-in-climate-resilient-infrastructure/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"This research paper by the Climate Policy Initiative evaluates methodologies for tracking investments in climate resilient infrastructure (CRI). The study pilots a framework based on five climate resilience principles across the water, transport, energy, and AFOLU sectors, finding that CRI investments are a small fraction of total infrastructure spending, with USD 87 spent on non-resilient projects for every USD 1 spent on CRI.","ai_generated":true,"unit":"clipolin-000018#summary","date_modified":"2026-08-17"},"key_insights":[{"text":"There is a significant imbalance in global climate finance, with nearly 90% focused on climate mitigation (such as renewable energy and low carbon transport) rather than climate resilient infrastructure.","ai_generated":true,"unit":"clipolin-000018#insight-1","date_modified":"2026-08-17"},{"text":"The OECD estimates that by 2030, annual infrastructure investments of USD 6.9 trillion will be required to achieve sustainable development goals.","ai_generated":true,"unit":"clipolin-000018#insight-2","date_modified":"2026-08-17"},{"text":"A pilot database of over 4,000 CRI projects financed in 2019/20 reveals that CRI investments are in nascent stages; for every USD 1 invested in CRI, USD 87 is spent on infrastructure that does not integrate climate resilience principles.","ai_generated":true,"unit":"clipolin-000018#insight-3","date_modified":"2026-08-17"},{"text":"Data from the GRESB Infrastructure Asset Assessment 2022 indicates that less than 30% of participating entities used physical scenarios to evaluate asset-level resilience strategies, and fewer than 60% (representing USD 686 billion in asset value) systematically assessed the material financial impacts of physical climate risks.","ai_generated":true,"unit":"clipolin-000018#insight-4","date_modified":"2026-08-17"},{"text":"Current climate-related disclosure standards, including TCFD recommendations, lack evolved metrics and targets for physical climate risks compared to transition risks, and fail to integrate double materiality regarding impacts on systemic and community resilience.","ai_generated":true,"unit":"clipolin-000018#insight-5","date_modified":"2026-08-17"}],"climate_tags":["climate resilient infrastructure","climate finance","physical climate risk","infrastructure investment","adaptation"],"geography_discussed":["Europe","Pakistan","North America"],"frame_perspective":[],"analysis_type":["Methodological Evaluation","Investment Tracking","Gap Analysis"]},{"id":"clipolin-001314","url":"https://climateinsightsdirectory.org/document/clipolin-001314","title":"Tracking Investments in Climate Resilient Infrastructure","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"en","date_published":"2022-12","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2022/12/Tracking-Investments-in-Climate-Resilient-Infrastructure.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that investments in climate resilient infrastructure (CRI) are in their nascent stages, representing only about 1.1% of average annual infrastructure investment in 2019/20. It proposes a five-principle framework to define and track CRI, though data gaps limited its operationalization to three principles. The study highlights a significant gap between investment and vulnerability, noting no correlation between per capita CRI investment and the ND-GAIN Vulnerability Index. It recommends the adoption of common resilience principles, mandated double materiality disclosures, and the creation of a standardized CRI taxonomy to scale finance.","ai_generated":true,"unit":"clipolin-001314#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Investments in climate resilient infrastructure (CRI) are minimal compared to conventional infrastructure; for every USD 1 spent on CRI, USD 87 was spent on projects that do not integrate climate resilience principles.","ai_generated":true,"unit":"clipolin-001314#insight-1","date_modified":"2026-10-23"},{"text":"Annual CRI investments in 2019/20 reached up to USD 31.3 billion, which is approximately 1.1% of the average annual infrastructure investment for that period.","ai_generated":true,"unit":"clipolin-001314#insight-2","date_modified":"2026-10-23"},{"text":"The water and wastewater sector received the largest share of tracked CRI investments in 2019/20 at 42% (USD 13.1 billion), followed by other/cross-sectoral flows (25%), AFOLU (20%), transport (9%), and energy systems (3%).","ai_generated":true,"unit":"clipolin-001314#insight-3","date_modified":"2026-10-23"},{"text":"Grey infrastructure dominated CRI investments, accounting for over half (53%) of the total, with the highest concentration in the water and wastewater sector (40%). Green infrastructure received less than 10% of tracked investments.","ai_generated":true,"unit":"clipolin-001314#insight-4","date_modified":"2026-10-23"},{"text":"Public financial institutions provided the vast majority of CRI funding in 2019/20 (83.5%, USD 26 billion), with multilateral DFIs being the largest source at 45% (USD 14.2 billion).","ai_generated":true,"unit":"clipolin-001314#insight-5","date_modified":"2026-10-23"},{"text":"There is no correlation between the amount of per capita CRI investment in a country and its vulnerability as measured by the ND-GAIN Vulnerability Index.","ai_generated":true,"unit":"clipolin-001314#insight-6","date_modified":"2026-10-23"},{"text":"Private sector disclosure of physical climate risks remains limited; in 2022, less than 30% of GRESB Infrastructure Asset Assessment participants used physical scenarios to evaluate resilience strategies at the asset level.","ai_generated":true,"unit":"clipolin-001314#insight-7","date_modified":"2026-10-23"},{"text":"Current climate-related disclosure standards lack 'double materiality'—the assessment of how infrastructure investments impact systemic and community resilience—with the EU's CSRD being a notable exception.","ai_generated":true,"unit":"clipolin-001314#insight-8","date_modified":"2026-10-23"},{"text":"A case study in Cuddalore, Tamil Nadu, demonstrated that while a project can align with most resilience principles, it may still be outperformed by future climate scenarios (such as NGFS Current Policy Scenario) by 2050 if ambitious action is not taken.","ai_generated":true,"unit":"clipolin-001314#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate finance","transportation","flood","drought","nature-based solutions","Paris Agreement"],"geography_discussed":["India","Tamil Nadu","Cuddalore","Europe","North America","Ghana","United Kingdom"],"frame_perspective":[],"analysis_type":["quantitative analysis","methodological proposal","case study","policy review"]},{"id":"wwf-000874","url":"https://climateinsightsdirectory.org/document/wwf-000874","title":"Transparent 2022","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2022-12","source_url":"https://www.worldwildlife.org/documents/201/9dsv7winop_WWF_Transparent_2022_FINAL_12.5.22.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Transparent 2022 reports on the plastic footprints of ReSource: Plastic members, highlighting a rise in recycled content to 10.2% of the aggregate portfolio and a slight decrease in problematic plastics to 1.3%. The report emphasizes the need for systemic change and policy advocacy, such as the UN global instrument to address plastic pollution, to overcome barriers like the low availability of food-grade recycled content. It details individual company progress, including significant rPET transitions by The Coca-Cola Company and Keurig Dr Pepper, and identifies North America as the region with the highest landfill rates for member portfolios.","ai_generated":true,"unit":"wwf-000874#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The aggregate plastic portfolio of ReSource Members in 2021 consisted of 4.83 million metric tons sold to retailers and consumers or discarded in-house, with an additional 2.37 million metric tons sold business-to-business.","ai_generated":true,"unit":"wwf-000874#insight-1","date_modified":"2026-10-23"},{"text":"Recycled content in the aggregate portfolio increased to 10.2% in 2021, up from 8.0% in 2020. Among Principal Members, this figure rose from 8.1% in 2019 to 12.5% in 2021.","ai_generated":true,"unit":"wwf-000874#insight-2","date_modified":"2026-10-23"},{"text":"Problematic plastics, defined as small plastics, polystyrene (PS), and polyvinyl chloride (PVC), decreased from 1.4% of the aggregate portfolio (94,200 metric tons) in 2020 to 1.3% (91,100 metric tons) in 2021.","ai_generated":true,"unit":"wwf-000874#insight-3","date_modified":"2026-10-23"},{"text":"WWF's waste management model estimates that 34% of the aggregate plastic footprint of ReSource Members is recycled, 43% is landfilled, 15% is mismanaged, and 9% is incinerated.","ai_generated":true,"unit":"wwf-000874#insight-4","date_modified":"2026-10-23"},{"text":"Rigid plastics, particularly PET bottles, dominate the member portfolios, accounting for 80.6% of total plastics. PET bottles specifically make up 64.5% of the aggregate portfolio.","ai_generated":true,"unit":"wwf-000874#insight-5","date_modified":"2026-10-23"},{"text":"North America holds the highest concentration of the aggregate plastic footprint at 37% of total tonnage and exhibits a disproportionately high estimated landfill rate of 64% (or 65% in some sections) and a low mismanagement rate of 2%.","ai_generated":true,"unit":"wwf-000874#insight-6","date_modified":"2026-10-23"},{"text":"China is identified as the country with the highest estimated total tonnage of mismanaged waste for ReSource Members, driven by high mismanagement rates despite high PET bottle recycling rates.","ai_generated":true,"unit":"wwf-000874#insight-7","date_modified":"2026-10-23"},{"text":"The report identifies a significant gap between corporate commitments and the actual availability of recycled materials, noting that the incentive structure keeping virgin fossil plastic inexpensive remains a key barrier.","ai_generated":true,"unit":"wwf-000874#insight-8","date_modified":"2026-10-23"},{"text":"Member companies are encouraged to advocate for a legally binding United Nations global instrument to address plastic pollution to achieve wide-scale holistic change.","ai_generated":true,"unit":"wwf-000874#insight-9","date_modified":"2026-10-23"}],"climate_tags":["plastic pollution","circular economy","waste management"],"geography_discussed":["United States","People's Republic of China","Canada","North America","East Asia & Pacific","Europe & Central Asia","Latin America & Caribbean","Middle East & North Africa","South Asia","sub-Saharan Africa"],"frame_perspective":[],"analysis_type":["progress report","corporate sustainability assessment","environmental impact analysis"]},{"id":"wri-001030","url":"https://climateinsightsdirectory.org/document/wri-001030","title":"A Brief Summary of the Climate and Energy Provisions of the Inflation Reduction Act of 2022","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"briefing","language":"en","date_published":"2022-10-28","source_url":"https://www.wri.org/update/brief-summary-climate-and-energy-provisions-inflation-reduction-act-2022","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Inflation Reduction Act (IRA) of 2022 represents the largest congressional action to date on climate change, allocating nearly $370 billion toward disadvantaged communities and clean energy. It introduces technology-neutral tax credits starting in 2025, a 10-year runway for energy incentives, and significant funding for domestic manufacturing of solar, wind, and batteries. Rhodium Group modeling suggests the IRA could increase U.S. greenhouse gas reductions to 31%-44% by 2030, potentially meeting the U.S. nationally determined contribution when combined with other agency and local actions. The law also establishes the $27 billion Greenhouse Gas Reduction Fund and provides incentives for electric vehicle adoption, though domestic content requirements may affect the scale of EV growth.","ai_generated":true,"unit":"wri-001030#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Inflation Reduction Act is projected to increase U.S. greenhouse gas emissions reductions to between 31% and 44% by 2030 compared to 2005 levels, up from a business-as-usual estimate of 24% to 35%. When paired with actions from states, cities, and executive agencies like the EPA and Department of Agriculture, the U.S. may meet its nationally determined contribution (NDC) target of 50-52% reduction.","ai_generated":true,"unit":"wri-001030#insight-1","date_modified":"2026-10-23"},{"text":"The IRA provides a 10-year window for energy tax incentives to increase investor and developer confidence. Starting in 2025, clean electricity tax credits will become \"technology-neutral,\" supporting all zero-carbon sources including wind, solar, geothermal, and nuclear, as well as electricity storage and existing nuclear plants.","ai_generated":true,"unit":"wri-001030#insight-2","date_modified":"2026-10-23"},{"text":"To boost domestic manufacturing, the IRA expands production tax credits by $30 billion for batteries, wind turbines, solar panels, and critical minerals processing. It also includes a $10-billion investment tax credit for clean energy manufacturing, with nearly $6 billion specifically for reducing emissions in heavy industries like cement and steel.","ai_generated":true,"unit":"wri-001030#insight-3","date_modified":"2026-10-23"},{"text":"The legislation emphasizes equity and environmental justice through nearly $370 billion in investments for disadvantaged communities. This includes a $3 billion allocation for environmental and climate justice block grants and the creation of the $27 billion Greenhouse Gas Reduction Fund, which allocates $7 billion for air-pollution abatement and rooftop solar in disadvantaged areas and $8 billion for clean energy projects benefiting low-income communities.","ai_generated":true,"unit":"wri-001030#insight-4","date_modified":"2026-10-23"},{"text":"The IRA aims to increase electric vehicle (EV) adoption through tax credits for new and used cars, though eligibility is tied to strict North American assembly and battery component requirements. For example, by 2023, over 50% of battery components must be manufactured or assembled in North America or countries with a U.S. free trade agreement, rising to 80% by 2027 and 100% by 2029.","ai_generated":true,"unit":"wri-001030#insight-5","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","energy transition","electric vehicle","wind power","solar energy","geothermal energy","nuclear power","carbon capture and storage","direct air capture","heat pump","energy efficiency","environmental justice","climate finance","Green bank","critical minerals"],"geography_discussed":["North America","People's Republic of China"],"frame_perspective":[],"analysis_type":["policy summary"]},{"id":"clipolin-000036","url":"https://climateinsightsdirectory.org/document/clipolin-000036","title":"Global Landscape of Climate Finance: A Decade of Data","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"en","date_published":"2022-10-27","source_url":"https://www.climatepolicyinitiative.org/publication/global-landscape-of-climate-finance-a-decade-of-data/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that while global climate finance almost doubled between 2011 and 2020, reaching a cumulative USD 4.8 trillion, current growth rates are insufficient to meet climate goals. Preliminary 2021 estimates show an all-time high of USD 850–940 billion, driven largely by electric vehicle demand. However, a significant gap remains in adaptation finance, and continued fossil fuel subsidies in 51 major countries exceeded total global climate finance investment for the 2011-2020 period. The report argues that annual flows must reach USD 4.3 trillion by 2030 to avoid the worst impacts of climate change.","ai_generated":true,"unit":"clipolin-000036#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global climate finance grew significantly over the last decade, with a cumulative USD 4.8 trillion committed between 2011 and 2020, averaging USD 480 billion annually. Despite a 7% cumulative average annual growth rate, this is insufficient for a 1.5C scenario, which requires annual flows of at least USD 4.3 trillion by 2030, necessitating a 21% CAGR.","ai_generated":true,"unit":"clipolin-000036#insight-1","date_modified":"2026-10-23"},{"text":"Preliminary estimates for 2021 indicate that climate finance flows reached an all-time high of between USD 850 billion and USD 940 billion, a 28% to 42% increase over the 2019/20 average. This surge is attributed to the transport sector, specifically the doubling of electric vehicle sales in 2021.","ai_generated":true,"unit":"clipolin-000036#insight-2","date_modified":"2026-10-23"},{"text":"There is a stark imbalance between mitigation and adaptation finance. While renewable energy has become a competitive sector with returns 7x higher than fossil fuels, adaptation and resilience finance lags significantly and falls short of needs. Other sectors like agriculture, forestry, and industry are also trailing behind.","ai_generated":true,"unit":"clipolin-000036#insight-3","date_modified":"2026-10-23"},{"text":"Fossil fuel subsidies act as a major barrier to climate goals; in 51 major countries, these subsidies were 40% higher than the total global investment in climate finance from 2011 to 2020.","ai_generated":true,"unit":"clipolin-000036#insight-4","date_modified":"2026-10-23"},{"text":"Climate finance is heavily concentrated domestically and geographically. 76% of finance was raised domestically, primarily in North America, Western Europe, and East Asia & Pacific (specifically China). Debt remains the primary financial instrument, with the most debt raised in Western Europe, North America, and East Asia Pacific.","ai_generated":true,"unit":"clipolin-000036#insight-5","date_modified":"2026-10-23"},{"text":"Public sector climate finance grew faster (9.1%) than private sector finance (4.8%) between 2011 and 2020. While private actors are committing to net zero, the scale and speed of their investment are insufficient for the transition.","ai_generated":true,"unit":"clipolin-000036#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate finance","climate change mitigation","climate change adaptation","renewable energy","electric vehicle","fossil fuel subsidy","Net-zero emissions","public finance","private investment","transport industry","agriculture","forestry","land use"],"geography_discussed":["East Asia & Pacific","People's Republic of China","North America","Western Europe","Central Asia","Eastern Europe"],"frame_perspective":[],"analysis_type":["trend analysis","financial assessment"]}]}