{"query_echo":{"q":"","filters":{"analysis_type":["Rapid Evidence Assessment"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'Rapid Evidence Assessment' 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=Rapid+Evidence+Assessment","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-002372","url":"https://climateinsightsdirectory.org/document/sei-002372","title":"Enabling Climate Science Use to Better Support Resilience and Adaptation Practice","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2020-03-06","source_url":"https://www.sei.org/wp-content/uploads/2021/01/lts-clare-scoping-study--final-eacds.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies a significant 'Valley of Death' between the production of climate science and its practical application in resilience and adaptation. While short-term forecasting is generally accurate and used, decadal information is urgently needed but largely unavailable, leading some practitioners to misuse long-term projections. The study argues that a 'science-first' approach is ineffective and recommends that the CLARE programme adopt a user-driven, transdisciplinary structure that prioritizes co-production, capacity building for 'discerning users', and the development of knowledge brokers to bridge the gap between scientists and decision-makers.","ai_generated":true,"unit":"sei-002372#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a critical disconnect, termed the 'Valley of Death', between the providers of climate science and the end-users in adaptation and resilience practice, where information is often produced without sufficient consultation of user needs.","ai_generated":true,"unit":"sei-002372#insight-1","date_modified":"2026-10-23"},{"text":"Climate science for 1-10 day forecasting is generally accurate and useful for absorptive resilience, but access is often limited by a lack of trusted channels or formats that are relevant to specific livelihoods.","ai_generated":true,"unit":"sei-002372#insight-2","date_modified":"2026-10-23"},{"text":"Decadal climate information is the most urgently demanded by practitioners for adaptive contexts, yet it is the area where science is least able to meet demand.","ai_generated":true,"unit":"sei-002372#insight-3","date_modified":"2026-10-23"},{"text":"Long-term climate projections are frequently misused by development agencies to fill the gap in decadal information, which may lead to maladaptation.","ai_generated":true,"unit":"sei-002372#insight-4","date_modified":"2026-10-23"},{"text":"A 'science-first' approach, which assumes that filling an information deficit automatically leads to behavioral change, is dominant and often results in user exclusion from decision-making.","ai_generated":true,"unit":"sei-002372#insight-5","date_modified":"2026-10-23"},{"text":"Effective uptake of climate science is achieved through co-design and transdisciplinary approaches, such as Participatory Scenario Planning (PSP) and the use of 'embedded researchers'.","ai_generated":true,"unit":"sei-002372#insight-6","date_modified":"2026-10-23"},{"text":"There is a significant lack of 'data translators' or knowledge brokers who can bridge the gap between technical climate science and the needs of decision-makers.","ai_generated":true,"unit":"sei-002372#insight-7","date_modified":"2026-10-23"},{"text":"Capacity building for climate services is often overly focused at the national level, neglecting the sub-national level where the majority of users are located.","ai_generated":true,"unit":"sei-002372#insight-8","date_modified":"2026-10-23"},{"text":"Significant scientific uncertainties remain regarding the direction and magnitude of precipitation change in East and West Africa, as well as the cumulative effects of multiple stresses.","ai_generated":true,"unit":"sei-002372#insight-9","date_modified":"2026-10-23"},{"text":"The sustainability of climate services is threatened by a reliance on short-term, project-based funding and a lack of viable business models to ensure continuity after external support ends.","ai_generated":true,"unit":"sei-002372#insight-10","date_modified":"2026-10-23"}],"climate_tags":["obsidian","Climate information service","climate change adaptation","climate resilience","maladaptation","capacity building","knowledge broker","climate finance","disaster risk reduction"],"geography_discussed":["South Asia","Pacific Islands","Kenya","Ethiopia","Rwanda","Senegal","Mozambique","Nigeria","Bangladesh","Indonesia","Thailand"],"frame_perspective":[],"analysis_type":["Rapid Evidence Assessment","Literature Review","Key Informant Interviews"]}]}