{"query_echo":{"q":"","filters":{"analysis_type":["Scenario Modeling"]},"warnings":[]},"total":{"value":102,"relation":"eq"},"page":6,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=Scenario+Modeling&page=6","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-000001","url":"https://climateinsightsdirectory.org/document/wri-000001","title":"Decarbonizing China’s Road Transport Sector: Strategies Toward Carbon Neutrality","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/decarbonizing-chinas-road-transport-sector-strategies-toward-carbon-neutrality","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The study assesses the potential for China's road transport sector to peak greenhouse gas (GHG) emissions and petroleum demand, estimating that emissions could be reduced by 50-95% by 2060 compared to 2020 levels. It highlights that freight transport requires more significant emission reductions than passenger transport, specifically a cumulative 19,367 million tonnes of CO2eq from 2020 to 2060. The research identifies vehicle electrification, structural changes, and fuel efficiency as critical drivers, with total low-carbon investment needs estimated between CNY 39-83 trillion through 2060.","ai_generated":true,"unit":"wri-000001#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Under most scenarios, GHG emissions from China's road transport sector are projected to peak between 2025 and 2035, while petroleum demand would peak between 2024 and 2030. Effective implementation of stated policies could move the emissions peak to before 2030 and petroleum consumption to before 2027, with structural change measures potentially advancing these dates to 2025 and 2024 respectively.","ai_generated":true,"unit":"wri-000001#insight-1","date_modified":"2026-10-23"},{"text":"By 2060, policy interventions could reduce road transport GHG emissions by 50-95% relative to 2020 levels. Achieving the maximum 95% reduction requires a combination of vehicle electrification, structural changes, fuel efficiency improvements, and the decarbonization of power and hydrogen. Additionally, air pollutant emissions are expected to decouple from GHG trajectories and decline steadily following the introduction of the China 6 emission standard.","ai_generated":true,"unit":"wri-000001#insight-2","date_modified":"2026-10-23"},{"text":"Decarbonization efforts must prioritize freight transport, which requires a cumulative GHG reduction of 19,367 million tonnes of CO2eq from 2020 to 2060—more than double the reduction needed for passenger transport. Key requirements for freight include technological advances in refrigerated and long-haul heavy-duty trucks, shifts to waterways and railways, and improved logistic efficiency and statistical data collection.","ai_generated":true,"unit":"wri-000001#insight-3","date_modified":"2026-10-23"},{"text":"Cumulative low-carbon investments for the sector are estimated at CNY 39-83 trillion from 2020 to 2060, with the highest demand occurring between now and 2035. Structural changes are identified as the most cost-effective measure because reducing fleet size lowers the necessary investment in vehicle acquisition, charging and refueling infrastructure, and power and hydrogen generation and transmission.","ai_generated":true,"unit":"wri-000001#insight-4","date_modified":"2026-10-23"}],"climate_tags":["road transport","carbon neutrality","greenhouse gas emissions","vehicle electrification","fuel efficiency","freight transport","climate finance","air pollution"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["scenario modeling","investment analysis"]},{"id":"wri-001176","url":"https://climateinsightsdirectory.org/document/wri-001176","title":"零碳之路：“十四五”开启中国绿色发展新篇章","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"report","language":"zh","date_published":null,"source_url":"https://files.wri.org/s3fs-public/accelerating-net-zero-transition-china_3.pdf?RLUd6F6efcSMSwRt_wI6FT5DcJnYwUfX","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"This report by the World Resources Institute (WRI) outlines a strategic pathway for China to achieve deep decarbonization by 2050, focusing on the critical transition period of the 14th Five-Year Plan (2021–2025). It argues that adopting a 'Strengthened Ambition Scenario' (SAS) can lead to significant economic and social benefits, including a net social gain of 6.5 trillion yuan in 2050 and the avoidance of 1.89 million premature deaths annually by that year. The report emphasizes the role of key economic regions—the Yangtze River Delta, Beijing-Tianjin-Hebei, and the Guangdong-Hong Kong-Macao Greater Bay Area—in leading the national transition by peaking emissions early.","ai_generated":true,"unit":"wri-001176#summary","date_modified":"2026-08-17"},"key_insights":[{"text":"Under the SAS, China's CO2 emissions could peak in 2026 at approximately 10.3 billion tons, significantly earlier than the 2030 target. This path would reduce CO2 emissions to around 3.6 billion tons by 2050, potentially enabling carbon neutrality by 2060.","ai_generated":true,"unit":"wri-001176#insight-1","date_modified":"2026-08-17"},{"text":"Case study analysis of Zhejiang Province indicates that it could achieve carbon neutrality by 2050 under a 'near-zero' scenario. This would involve increasing the share of non-fossil energy in primary consumption to 83% by 2050.","ai_generated":true,"unit":"wri-001176#insight-2","date_modified":"2026-08-17"}],"climate_tags":["net zero","energy transition","carbon capture and storage","renewable energy","carbon pricing","industrial decarbonization","electric vehicles"],"geography_discussed":["Jing-Jin-Ji","Guangdong-Hong Kong-Macao Greater Bay Area"],"frame_perspective":[],"analysis_type":["Scenario Modeling","Policy Analysis","Case Study"]}]}