{"query_echo":{"q":"","filters":{"analysis_type":["emission inventory analysis"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'emission inventory analysis' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":1,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=emission+inventory+analysis","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":"sei-002362","url":"https://climateinsightsdirectory.org/document/sei-002362","title":"Lühiajalise kliimamõjuga õhusaasteainete mõju hindamine","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"et","date_published":"2017","source_url":"https://www.sei.org/wp-content/uploads/2017/12/lühiajalise-kliimamõjuga-õhusaasteainete-mõju-hindamine-projekti-nr-9389-täiendatud-aruanne-30-08-20.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report develops a methodology using the LEAP-IBC (Integrated Benefit Calculator) tool to assess the impact of short-lived climate pollutants (SLCPs) in Estonia. Focusing on the residential and transport sectors, it compares 'Business As Usual' (BAU) and energy efficiency (EE) scenarios. Findings indicate that while BAU leads to a 4-6% increase in emissions by 2030, the EE scenario could reduce NOx, PM2.5, and black carbon emissions by 13-15%. The report emphasizes that the most significant health risks are driven by fine particulate matter (PM2.5) and black carbon, and recommends strategic urban planning and building renovations to mitigate these risks.","ai_generated":true,"unit":"sei-002362#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The report identifies black carbon (BC), tropospheric ozone (O3), hydrofluorocarbons (HFCs), and methane (CH4) as the primary short-lived climate pollutants (SLCPs) resulting from human activity.","ai_generated":true,"unit":"sei-002362#insight-1","date_modified":"2026-10-23"},{"text":"In Estonia, the residential sector is a primary source of fine particulate matter (PM2.5) and black carbon, with PM2.5 emissions from building heating accounting for 56% of total emissions in that category.","ai_generated":true,"unit":"sei-002362#insight-2","date_modified":"2026-10-23"},{"text":"For the residential sector, a 'Business As Usual' (BAU) scenario predicts a 4-6% increase in emissions of NOx, PM2.5, and black carbon by 2030, whereas an energy efficiency (EE) scenario could achieve a reduction of 13-15%.","ai_generated":true,"unit":"sei-002362#insight-3","date_modified":"2026-10-23"},{"text":"In the transport sector, NOx and PM2.5 emissions have generally decreased over time due to the renewal of the vehicle fleet and the implementation of stricter EURO emission standards, unlike greenhouse gas emissions which have increased.","ai_generated":true,"unit":"sei-002362#insight-4","date_modified":"2026-10-23"},{"text":"The LEAP-IBC model estimates that by 2030, the number of premature deaths in Estonia would decrease by 190 under the BAU scenario, and by 197 if energy efficiency measures are applied to both the transport and residential sectors simultaneously.","ai_generated":true,"unit":"sei-002362#insight-5","date_modified":"2026-10-23"},{"text":"The most effective measures for reducing SLCPs in the residential sector are focused on the energetic renovation of buildings, specifically increasing the renovated area of apartment buildings by 50% and small houses by 40% by 2030.","ai_generated":true,"unit":"sei-002362#insight-6","date_modified":"2026-10-23"},{"text":"In the transport sector, the most significant impact on reducing emissions comes from the renewal of the vehicle fleet and the promotion of energy-efficient vehicles, while local urban planning measures have a relatively smaller but still important effect.","ai_generated":true,"unit":"sei-002362#insight-7","date_modified":"2026-10-23"},{"text":"The report highlights a lack of oversight regarding the illegal removal of diesel particulate filters (DPF) from diesel vehicles in Estonia, which undermines emission reduction efforts.","ai_generated":true,"unit":"sei-002362#insight-8","date_modified":"2026-10-23"}],"climate_tags":["methane","hydrofluorocarbon","energy efficiency","transport policy"],"geography_discussed":["Finland","Latvia","Lithuania"],"frame_perspective":[],"analysis_type":["scenario modeling","health impact assessment","emission inventory analysis"]}]}