{"query_echo":{"q":"","filters":{"analysis_type":["budgetary forecasting"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'budgetary forecasting' 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=budgetary+forecasting","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-001444","url":"https://climateinsightsdirectory.org/document/sei-001444","title":"Kliimamuutustega kohanemise arengukava aastani 2030","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"et","date_published":null,"source_url":"https://www.sei.org/wp-content/uploads/2017/12/kliimamuutustega-kohanemise-arengukava-aastani-2030-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report provides a comprehensive analysis of climate change projections for Estonia through 2100 and outlines a strategic adaptation plan to 2030. It identifies key vulnerabilities across eight priority sectors—including health, land use, nature, bioeconomy, economy, society, infrastructure, and energy—and proposes specific goals, metrics, and measures to mitigate risks such as sea-level rise, extreme weather, and ecosystem shifts. The plan estimates a total implementation cost of 43.7 million euros between 2017 and 2030.","ai_generated":true,"unit":"sei-001444#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate projections for Estonia indicate a significant temperature increase by the end of the 21st century, with the highest rises expected in spring and winter. Under the RCP8.5 scenario for 2071–2100, the average annual temperature is projected to rise by 4.3 °C compared to the 1971–2000 period.","ai_generated":true,"unit":"sei-001444#insight-1","date_modified":"2026-10-23"},{"text":"Precipitation is expected to increase overall, particularly in winter, while summer precipitation may decrease. Under the RCP8.5 scenario for 2071–2100, winter precipitation is projected to increase by 22%, whereas summer precipitation is expected to increase by 19% (though other sections note potential summer decreases up to 10%).","ai_generated":true,"unit":"sei-001444#insight-2","date_modified":"2026-10-23"},{"text":"Sea levels along the Estonian coast are projected to rise by the end of the century, reversing the long-term post-glacial decline. Projections for 2100 suggest a rise of 20–40 cm under RCP4.5 and 40–60 cm under RCP8.5.","ai_generated":true,"unit":"sei-001444#insight-3","date_modified":"2026-10-23"},{"text":"Public health is threatened by more frequent heatwaves and the spread of disease vectors. Heat-related mortality is expected to increase, with projections for 2050–2100 estimating between 655 and 1,068 excess deaths per year depending on the scenario.","ai_generated":true,"unit":"sei-001444#insight-4","date_modified":"2026-10-23"},{"text":"Urban areas, particularly Tallinn, Tartu, and Pärnu, face risks from the 'urban heat island' effect and flooding. The plan emphasizes the need to limit heat accumulation through planning and the expansion of green spaces and water bodies.","ai_generated":true,"unit":"sei-001444#insight-5","date_modified":"2026-10-23"},{"text":"The bioeconomy faces mixed impacts: while longer growing seasons may benefit agriculture, extreme weather and pests pose risks. Forestry is threatened by increased windthrow due to softer winters and a higher frequency of forest fires during droughts.","ai_generated":true,"unit":"sei-001444#insight-6","date_modified":"2026-10-23"},{"text":"Ecosystem services are vulnerable to extreme weather, with the most significant negative impacts expected in marine and freshwater communities. The plan identifies 64 critical ecosystem services (out of 215) that are socio-economically important but climate-vulnerable.","ai_generated":true,"unit":"sei-001444#insight-7","date_modified":"2026-10-23"},{"text":"Infrastructure risks include the degradation of roads and railways due to heat and flooding, and the vulnerability of the electricity distribution network to storm-induced tree falls. The plan notes that the gas network has shown the least vulnerability to climate events.","ai_generated":true,"unit":"sei-001444#insight-8","date_modified":"2026-10-23"},{"text":"The total estimated cost for implementing the adaptation plan from 2017 to 2030 is 43,745,000 euros. The largest budget allocation is for the bioeconomy sector (16,875,000 euros), followed by society, awareness, and cooperation (7,140,000 euros).","ai_generated":true,"unit":"sei-001444#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","sea level rise","extreme weather event","urban heat island","ecosystem service","biodiversity","biobased economy","forestry","agriculture","infrastructure resilience","energy security","public health","coastal erosion","Flood risk management"],"geography_discussed":["Tallinn","Tartu","Pärnu","European Union","Baltic Sea","Gulf of Finland"],"frame_perspective":[],"analysis_type":["risk assessment","strategic planning","budgetary forecasting"]}]}