{"query_echo":{"q":"","filters":{"analysis_type":["taxonomy"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'taxonomy' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":6,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=taxonomy","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":"clipolin-001131","url":"https://climateinsightsdirectory.org/document/clipolin-001131","title":"Global Landscape of Climate Finance 2025","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"guide","language":"en","date_published":"2025-07","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2025/06/Global-Landscape-of-Climate-Finance-2025-Methodology.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines a comprehensive framework for tracking global climate finance, focusing on real-economy investments in mitigation, adaptation, and dual-benefit activities. It defines a multi-layered taxonomy covering finance origins (domestic, international, indeterminate), actors (public, private, third-sector), and financial instruments. The methodology emphasizes a conservative approach to avoid double counting and carbon lock-in, utilizing a mix of primary project-level data and secondary market-sizing benchmarks from sources like the IEA and BNEF. Key 2025 updates include the integration of Luxembourg Green Exchange bond data, a new project-level hydrogen investment dataset, and the first-time inclusion of 2- and 3-wheeler electric vehicle sales in China and India.","ai_generated":true,"unit":"clipolin-001131#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"CPI defines climate finance through three primary objectives: mitigation finance for reducing or avoiding GHG emissions, adaptation finance for reducing vulnerability and increasing resilience, and dual benefits finance for activities meeting both criteria.","ai_generated":true,"unit":"clipolin-001131#insight-1","date_modified":"2026-10-23"},{"text":"The tracking framework focuses exclusively on real-economy investments—direct allocations to projects and physical assets—and excludes secondary market transactions, such as the resale of stakes, as they do not represent new climate-specific investments.","ai_generated":true,"unit":"clipolin-001131#insight-2","date_modified":"2026-10-23"},{"text":"To prevent carbon lock-in, the methodology excludes investments in fossil-fuel-based generation and efficiency retrofits for coal-fired power plants, even if they reduce emissions in the short term.","ai_generated":true,"unit":"clipolin-001131#insight-3","date_modified":"2026-10-23"},{"text":"The 2025 methodology introduces a new project-level dataset for hydrogen investment, replacing the previous market-sizing approach to improve transparency and accuracy.","ai_generated":true,"unit":"clipolin-001131#insight-4","date_modified":"2026-10-23"},{"text":"For the first time, the 2025 report includes investments in 2- and 3-wheeler electric vehicles, specifically focusing on the dominant markets of China and India.","ai_generated":true,"unit":"clipolin-001131#insight-5","date_modified":"2026-10-23"},{"text":"CPI has integrated data from the Luxembourg Green Exchange (LGX) to improve the granularity of green bond allocations, particularly in the transport, water, buildings, and AFOLU sectors.","ai_generated":true,"unit":"clipolin-001131#insight-6","date_modified":"2026-10-23"},{"text":"The methodology employs an AI-based 'adaptation likelihood model' to estimate whether non-climate-tagged projects in the water and wastewater sector support climate adaptation.","ai_generated":true,"unit":"clipolin-001131#insight-7","date_modified":"2026-10-23"},{"text":"A new attribution method for transmission and distribution (T&D) infrastructure is being tested in the 2025 Annex, using a 67% renewable energy generation threshold over five years to determine climate alignment for new connections.","ai_generated":true,"unit":"clipolin-001131#insight-8","date_modified":"2026-10-23"},{"text":"The framework categorizes countries by development status using IMF and UN classifications, dividing them into advanced economies, emerging markets and developing countries (EMDEs), and least developed countries (LDCs).","ai_generated":true,"unit":"clipolin-001131#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate finance","climate change mitigation","climate change adaptation","climate bond","renewable energy","electric vehicle","hydrogen","energy efficiency","Carbon lock-in","transition finance","Loss and Damage Fund"],"geography_discussed":["People's Republic of China","India","Brazil"],"frame_perspective":[],"analysis_type":["methodology","taxonomy","data processing"]},{"id":"clipolin-001168","url":"https://climateinsightsdirectory.org/document/clipolin-001168","title":"Landscape of Climate Finance for Agrifood Systems 2025","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"en","date_published":"2025-05","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2025/05/Landscape-of-Climate-Finance-for-Agrifood-Systems-2025_Annexes.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document provides the technical framework for tracking climate finance in agrifood systems, introducing an expanded taxonomy and a keyword tagging system to capture investments in non-traditional sectors. It distinguishes between 'comparable' and 'adjusted' flows to separate actual investment growth from improvements in data collection. Key data sources include the Global Landscape of Climate Finance (GLCF) and specific agrifood datasets, with a notable increase in finance attributed to energy systems supporting agrifood between 2019/20 and 2021/22.","ai_generated":true,"unit":"clipolin-001168#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The report employs a comprehensive definition of agrifood systems that includes food and non-food agricultural products such as crops, livestock, fisheries, and forestry, covering the entire value chain from production to waste.","ai_generated":true,"unit":"clipolin-001168#insight-1","date_modified":"2026-10-23"},{"text":"The tracking framework categorizes climate finance into five primary sectors: AFOLU (Agriculture, Forestry, Other Land Use, and Fisheries), Food and Diets, Policy, National Budget Support and Capacity Building, Biodiversity, Land and Marine Ecosystems, and Agrifood-related sectors (non-AFOLU).","ai_generated":true,"unit":"clipolin-001168#insight-2","date_modified":"2026-10-23"},{"text":"A keyword tagging methodology was implemented to identify agrifood investments in non-AFOLU sectors, such as energy and transport, where projects are rarely labeled as 'agrifood'. This led to a substantial increase in the share of agrifood-related climate finance identified in non-AFOLU sectors, rising from 18% in 2019/20 to 48% in 2021/22.","ai_generated":true,"unit":"clipolin-001168#insight-3","date_modified":"2026-10-23"},{"text":"Climate finance flows to energy systems supporting agrifood systems grew more than ten-fold, increasing from USD 3.2 billion in 2019/20 to USD 37.7 billion in 2021/22.","ai_generated":true,"unit":"clipolin-001168#insight-4","date_modified":"2026-10-23"},{"text":"The 2021/22 data relies on 25 sources, with core GLCF data accounting for 90% (USD 85.3 billion) of total tracked finance and additional agrifood-specific sources contributing 10% (USD 9.6 billion).","ai_generated":true,"unit":"clipolin-001168#insight-5","date_modified":"2026-10-23"},{"text":"The methodology distinguishes between 'comparable flows', which use the 2023 methodology to show actual changes in investment, and 'adjusted flows', which result from new data sources and expanded keywords and thus reflect improvements in data coverage.","ai_generated":true,"unit":"clipolin-001168#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate finance","regenerative agriculture","bioenergy","nature-based solutions","agroecology","climate bond","biodiversity conservation"],"geography_discussed":["European Union","United States","Canada","Australia","Mexico","Nicaragua","People's Republic of China","California"],"frame_perspective":[],"analysis_type":["methodology","taxonomy","data analysis"]},{"id":"clipolin-000326","url":"https://climateinsightsdirectory.org/document/clipolin-000326","title":"The Corporate Climate Finance Playbook","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"guide","language":"en","date_published":"2023-09","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2023/09/2023-corporate-climate-finance-playbook.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Corporate Climate Finance Playbook, developed by the Climate Policy Initiative and Salesforce, argues that meeting global climate targets requires corporations to move beyond piecemeal efforts toward an integrated climate finance strategy. The document categorizes financial tools into capital deployment, capital management, and capital raising, providing a decision-making flowchart to match instruments to the innovation stage of a project and the company's risk appetite. It highlights best practices from companies like Autodesk, Microsoft, and Cisco Foundation, emphasizing the use of blended finance to de-risk early-stage technologies and scale existing solutions.","ai_generated":true,"unit":"clipolin-000326#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Limiting global warming to 1.5°C requires an estimated additional $4 trillion annually, with a significant portion needing to come from the private sector.","ai_generated":true,"unit":"clipolin-000326#insight-1","date_modified":"2026-10-23"},{"text":"While 34% of the 2,000 largest public and private companies had set net zero commitments as of November 2022, only 7% were on track to meet them.","ai_generated":true,"unit":"clipolin-000326#insight-2","date_modified":"2026-10-23"},{"text":"Corporate climate finance is categorized into three core mechanisms: Capital Deployment (allocating resources for specific objectives), Capital Management (managing assets and equity against liabilities), and Capital Raising (securing new external funds).","ai_generated":true,"unit":"clipolin-000326#insight-3","date_modified":"2026-10-23"},{"text":"Companies tend to favor 'traditional' capital deployment instruments—such as grants, venture capital, and carbon credits—over capital raising and management tools due to the lower complexity and minimal impact on broader business operations.","ai_generated":true,"unit":"clipolin-000326#insight-4","date_modified":"2026-10-23"},{"text":"An integrated approach to climate finance allows companies to match financial instruments to the innovation stage of a project, using philanthropy to de-risk early-stage technologies and other capital to scale commercialized solutions.","ai_generated":true,"unit":"clipolin-000326#insight-5","date_modified":"2026-10-23"},{"text":"Internal carbon pricing can be used to embed accountability into financial decisions and create a dedicated pool of capital for decarbonization, though data quality for Scope 3 emissions remains a primary concern.","ai_generated":true,"unit":"clipolin-000326#insight-6","date_modified":"2026-10-23"}],"climate_tags":["Net-zero emissions","climate bond","carbon credit","Blended Finance","Scope 3","nature-based solutions"],"geography_discussed":["South Africa","Indonesia","United States"],"frame_perspective":[],"analysis_type":["guide","taxonomy","case study"]},{"id":"clipolin-001229","url":"https://climateinsightsdirectory.org/document/clipolin-001229","title":"Public financial institution’s climate commitments Framework for Sustainable Finance Integrity Methodology Brief","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"briefing","language":"en","date_published":"2022-10","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2022/10/public-fi-commitments-methodology-brief-oct-2022.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The methodology brief describes a framework for tracking public financial institutions' climate commitments, categorizing them into targets and pledges (such as Paris-aligned, net zero, and exclusion policies) and institutional strategies. It details a data collection process involving automated scraping of institutional websites, news articles, and the analysis of over 120 sustainability and annual reports for 70 entities representing USD 20.4 trillion in assets.","ai_generated":true,"unit":"clipolin-001229#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The tracking taxonomy organizes climate commitments into two primary dimensions: 'Targets and pledges', which signal intent and potential future flows, and 'Institutional climate strategies and related implementation actions', which measure how climate considerations are integrated into decision-making processes.","ai_generated":true,"unit":"clipolin-001229#insight-1","date_modified":"2026-10-23"},{"text":"The 'Targets and pledges' dimension specifically tracks five categories of commitments: Paris-aligned flows, net zero targets, other mitigation targets (including carbon neutrality), climate finance and sustainability goals, and exclusion and divestment policies.","ai_generated":true,"unit":"clipolin-001229#insight-2","date_modified":"2026-10-23"},{"text":"The study focused on a sample of 70 medium-to-mega sized public financial institutions, which collectively represent 95% of the total assets in the Finance in Common dataset, totaling USD 20.4 trillion.","ai_generated":true,"unit":"clipolin-001229#insight-3","date_modified":"2026-10-23"},{"text":"Data collection employed a multi-channel approach: an automated pipeline using the Google Custom Search API for institutional websites and news articles, and natural language processing models to extract data from over 120 annual, sustainability, and climate reports.","ai_generated":true,"unit":"clipolin-001229#insight-4","date_modified":"2026-10-23"},{"text":"The methodology identifies several limitations, including the fact that it only captures publicly disclosed data, covers only the last seven years (post-Paris Agreement), and relied primarily on English-language keyword searches.","ai_generated":true,"unit":"clipolin-001229#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate finance","climate target","Paris Agreement","carbon neutrality","climate risk management","sustainable finance","carbon price"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["methodology","taxonomy"]},{"id":"ACTClim-000019","url":"https://climateinsightsdirectory.org/document/ACTClim-000019","title":"What is climate misinformation?","publisher":{"name":"ACT Climate Labs","organization":"act-climate-labs"},"document_type":"guide","language":"en","date_published":"2022-06-21","source_url":"https://www.actclimatelabs.org/what-is-climate-misinformation/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document distinguishes between climate misinformation (unintentional) and disinformation (intentional), adopting the Climate Action Against Disinformation (CAAD) definition. It identifies two primary drivers for creating this content: protecting fossil fuel profits and exploiting the 'attention economy' for revenue or influence. The guide focuses on 'Persuadables'—the approximately 69% of the UK population who are neither activists nor deniers—and categorises misinformation into four types: climate denial, climate delay, greenwashing, and conspiracy theories. Climate delay is identified as the most common and effective form in the UK, often employing 'The Cost Of Net Zero' frame or exploiting 'culture wars' through the 'eco-hypocrite' narrative. Greenwashing is highlighted as a specific form of delay driven by large marketing budgets, while climate conspiracy theories, such as 'climate lockdowns' and opposition to '15-minute cities', are noted as growing risks.","ai_generated":true,"unit":"ACTClim-000019#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The primary distinction between climate misinformation and disinformation is the intent of the spreader; misinformation is shared without the creator necessarily realising it is false, whereas disinformation is shared deliberately.","ai_generated":true,"unit":"ACTClim-000019#insight-1","date_modified":"2026-10-23"},{"text":"Climate misinformation is driven by two main incentives: the desire to maintain fossil fuel profits and business-as-usual operations, and the pursuit of revenue, clout, or support by exploiting the 'attention economy' through emotional or controversial content.","ai_generated":true,"unit":"ACTClim-000019#insight-2","date_modified":"2026-10-23"},{"text":"In the UK, 'Persuadables'—defined as the roughly 69% of the population who are neither climate activists nor deniers—are the group most vulnerable to climate misinformation.","ai_generated":true,"unit":"ACTClim-000019#insight-3","date_modified":"2026-10-23"},{"text":"Climate delay is the most frequent and successful form of climate misinformation in the UK, often focusing on specific policies and technologies, such as using 'The Cost Of Net Zero' frame to highlight short-term costs while ignoring long-term benefits or costs of inaction.","ai_generated":true,"unit":"ACTClim-000019#insight-4","date_modified":"2026-10-23"},{"text":"Climate conspiracy theories are evolving in the UK, moving from the traditional 'climate change is a hoax' narrative (believed by 7-8% of Britons) to newer themes such as 'climate lockdowns' in 2020 and opposition to '15-minute cities' in Oxford in 2023.","ai_generated":true,"unit":"ACTClim-000019#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change disinformation","greenwashing","decarbonization","Net-zero emissions","fossil fuel industry","Paris Agreement"],"geography_discussed":["Oxford"],"frame_perspective":[],"analysis_type":["taxonomy","strategic guide"]},{"id":"iisd-002498","url":"https://climateinsightsdirectory.org/document/iisd-002498","title":"AGRICULTURAL TRANSFORMATION GLOSSARY","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"fact sheet","language":"en","date_published":"2019-09","source_url":"https://www.iisd.org/system/files/publications/agricultural-transformation-glossary.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document defines agricultural transformation as the process of an agri-food system moving from being \"subsistence-oriented and farm-centred\" to one that is \"more commercialized, productive and off-farm-centred.\" It outlines a comprehensive taxonomy of terms across several categories, including agricultural credit, knowledge systems, markets, and subsidies. It also defines broader macroeconomic and governance terms such as monetary policy, inflation, exchange rates, and human capital, as well as specific rural infrastructure needs like irrigation and electrification. The glossary emphasizes that inclusive transformation is characterized by \"poverty reduction, increased food security, and improvements in gender equality and women’s empowerment.\"","ai_generated":true,"unit":"iisd-002498#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Agricultural transformation is the shift of an agri-food system from a subsistence-oriented, farm-centred model to one that is more productive, commercialized, and off-farm-centred. This process is considered inclusive if it results in gender equality, women's empowerment, increased food security, and poverty reduction.","ai_generated":true,"unit":"iisd-002498#insight-1","date_modified":"2026-10-23"},{"text":"Agricultural markets encompass both inputs—such as seeds, fertilizers, herbicides, pesticides, gasoline, and farm machinery—and outputs, including livestock auctions, grain exchanges, and contract buyers. These markets often involve complex value chains that may span multiple countries.","ai_generated":true,"unit":"iisd-002498#insight-2","date_modified":"2026-10-23"},{"text":"Rural economies are composed of both farm and non-farm productive activities in non-urban areas. These economies frequently suffer from a lack of essential capital, including financial services, telecommunications, energy and transportation infrastructure, seed banks, and health and education services.","ai_generated":true,"unit":"iisd-002498#insight-3","date_modified":"2026-10-23"}],"climate_tags":["agricultural subsidy","electrification","agricultural irrigation","economic diversity"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["taxonomy"]}]}