{"query_echo":{"q":"","filters":{"analysis_type":["Scenario analysis"]},"warnings":[]},"total":{"value":584,"relation":"eq"},"page":30,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=Scenario+analysis&page=30","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":"wri-000970","url":"https://climateinsightsdirectory.org/document/wri-000970","title":"Choose Your Future: 4 Possible Emissions Pathways","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"fact sheet","language":"en","date_published":null,"source_url":"https://www.wri.org/data/infographic-choose-your-future-4-possible-emissions-pathways","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document outlines four possible global emissions pathways, known as Representative Concentration Pathways (RCPs), ranging from low-carbon to fossil fuel-intensive futures. It uses IPCC data to show how these pathways lead to varying climate impacts, including changes in temperature, precipitation, and ecosystem degradation.","ai_generated":true,"unit":"wri-000970#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Future climate effects are largely determined by the current actions countries take to reduce emissions, with potential outcomes ranging from a low-carbon future to one that is fossil fuel-intensive.","ai_generated":true,"unit":"wri-000970#insight-1","date_modified":"2026-10-23"},{"text":"The different emissions pathways, termed \"Representation Concentration Pathways,\" result in varying climate impacts, specifically affecting temperature increases, precipitation changes, and ecosystem degradation.","ai_generated":true,"unit":"wri-000970#insight-2","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","climate impact","climate change"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["scenario analysis"]},{"id":"wri-001024","url":"https://climateinsightsdirectory.org/document/wri-001024","title":"Evaluating the Financial Future of Electric Utilities Using Scenarios Analysis: The Case of Tamil Nadu","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"research paper","language":"en","date_published":null,"source_url":"https://www.wri.org/research/evaluating-financial-future-electric-utilities-using-scenarios-analysis-case-tamil-nadu","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The research paper examines the financial distress of Tamil Nadu's electric utility, TANGEDCO, which had an accumulated debt of ₹1,25,200 crores as of FY 2022-23. Using the RATE modeling tool, the study analyzes how factors such as renewable energy penetration, coal cost inflation, and consumer sales migration affect the utility's financial health and consumer tariffs. The analysis is critical as the state aims to increase generation capacity by 33 GW by 2030, with over 80 percent of that new capacity expected to be renewable energy.","ai_generated":true,"unit":"wri-001024#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Tamil Nadu's state-owned electric utility, TANGEDCO, is in financial distress with an accumulated debt of ₹1,25,200 crores as of FY 2022-23, which hinders its ability to borrow loans, upgrade grid infrastructure, and make timely payments to renewable energy generators.","ai_generated":true,"unit":"wri-001024#insight-1","date_modified":"2026-10-23"},{"text":"Tamil Nadu plans to nearly double its FY 2022-23 generation capacity by adding 33 GW by 2030, with more than 80 percent of this new capacity expected to be renewable energy to meet a goal of generating half its power from such sources by 2030.","ai_generated":true,"unit":"wri-001024#insight-2","date_modified":"2026-10-23"},{"text":"The research utilizes the RATE model to evaluate four specific financial scenarios: High Sales Migration (HSM), High Renewable Purchase Obligation (RPO), Impact of Coal Cost Inflation (ICCI), and New Green Policy Initiatives (NGPI).","ai_generated":true,"unit":"wri-001024#insight-3","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","electricity supply company","energy transition","electric vehicle","coal","climate finance"],"geography_discussed":["India"],"frame_perspective":[],"analysis_type":["scenario analysis","financial analysis"]},{"id":"wri-001136","url":"https://climateinsightsdirectory.org/document/wri-001136","title":"Closing the Gap: The Impact of G20 Climate Commitments on Limiting Global Temperature Rise to 1.5°C","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"research paper","language":"en","date_published":null,"source_url":"https://www.wri.org/research/closing-the-gap-g20-climate-commitments-limiting-global-temperature-rise","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The analysis finds that while current G20 pledges are insufficient, aligning G20 targets with a 1.5°C pathway and reaching net-zero by 2050 could limit end-of-century warming to 1.7°C, closing three quarters of the gap to the 1.5°C goal.","ai_generated":true,"unit":"wri-001136#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Current nationally determined contributions (NDCs) and legally binding net-zero commitments place the world on a trajectory for 2.4°C of warming by the end of the century.","ai_generated":true,"unit":"wri-001136#insight-1","date_modified":"2026-10-23"},{"text":"If G20 countries fully implement additional 2030 and net-zero pledges that have been announced but not yet formalized in NDCs or binding targets, projected temperature rise in 2100 could decrease to 2.1°C.","ai_generated":true,"unit":"wri-001136#insight-2","date_modified":"2026-10-23"},{"text":"If all G20 members align their NDCs with a 1.5°C pathway and adopt mid-century net-zero commitments, global warming at the end of the century could be limited to 1.7°C, which would close three quarters of the temperature gap to 1.5°C.","ai_generated":true,"unit":"wri-001136#insight-3","date_modified":"2026-10-23"},{"text":"Reaching the 1.5°C goal requires additional ambitious action from non-G20 countries and efforts to reduce emissions from international shipping and aviation.","ai_generated":true,"unit":"wri-001136#insight-4","date_modified":"2026-10-23"},{"text":"Achieving these targets depends on developed G20 countries increasing public and private finance for developing countries to meet and exceed the $100 billion per year commitment.","ai_generated":true,"unit":"wri-001136#insight-5","date_modified":"2026-10-23"}],"climate_tags":["Paris Agreement","Nationally Determined Contributions","carbon neutrality","climate finance","greenhouse gas emissions"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["scenario analysis"]},{"id":"wri-001692","url":"https://climateinsightsdirectory.org/document/wri-001692","title":"SCALING CARBON REMOVAL IN THE U.S.","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"executive summary","language":"en","date_published":null,"source_url":"https://wriorg.s3.amazonaws.com/s3fs-public/carbonshot-scaling-carbon-removal-us.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The United States needs to remove approximately 2 GtCO2 per year by 2050 to achieve climate neutrality, given that the U.S. Mid-century Strategy for Deep Decarbonization leaves roughly 2.55 GtCO2 of gross annual emissions unaddressed and land sinks are projected to decline. To reach this target, the document argues that an \"all-of-the-above\" portfolio—combining natural pathways like tree restoration and agricultural soil carbon with technological approaches like direct air capture—is the most effective, risk-averse, and cheapest strategy, yielding the highest cumulative carbon removal by 2050.","ai_generated":true,"unit":"wri-001692#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"To achieve climate neutrality, the U.S. must offset approximately 2 GtCO2 of remaining net annual emissions by 2050. This is based on the U.S. Mid-century Strategy for Deep Decarbonization leaving about 2.55 GtCO2 of gross annual emissions unaddressed, while the current land sink of roughly 720 MtCO2 per year is expected to decrease due to forest conversion, disturbance, and aging forests.","ai_generated":true,"unit":"wri-001692#insight-1","date_modified":"2026-10-23"},{"text":"A U.S. target of removing 2 GtCO2 per year by 2050 would be a significant contribution toward the global requirement to scale carbon removal to between 5 and 15 GtCO2 per year by the same date.","ai_generated":true,"unit":"wri-001692#insight-2","date_modified":"2026-10-23"},{"text":"An \"all-of-the-above\" portfolio of carbon removal is the most effective strategy, providing the highest cumulative removal through 2050, the lowest cost (assuming direct air capture is the most expensive), and the lowest risk by diversifying pathways.","ai_generated":true,"unit":"wri-001692#insight-3","date_modified":"2026-10-23"},{"text":"Natural carbon capture pathways alone are insufficient to meet the 2 GtCO2 per year target. While technology-only or direct-air-capture-only portfolios could eventually reach this level by 2050, they would result in significantly lower cumulative removal because of the time required to scale the technology.","ai_generated":true,"unit":"wri-001692#insight-4","date_modified":"2026-10-23"}],"climate_tags":["carbon dioxide removal","Net-zero emissions","direct air capture","carbon sequestration"],"geography_discussed":["World"],"frame_perspective":[],"analysis_type":["scenario analysis","policy assessment"]}]}