{"query_echo":{"q":"","filters":{"analysis_type":["typology analysis"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'typology 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=typology+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-002012","url":"https://climateinsightsdirectory.org/document/sei-002012","title":"Review of recommendations in agriculture-related water policy and policy research","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2019-06","source_url":"https://www.sei.org/wp-content/uploads/2019/03/waterdrive-o4.1.-part-i--report-on-agri-water-policy-recommendations-june-2019.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies 175 policy recommendations across 18 categories, finding that governance (31%) is the most frequent focus, followed by financing and methods/tools. While the European Commission and HELCOM focus heavily on governance and monitoring, BONUS projects contribute more to financing and innovative policy design. The study notes a significant lack of recommendations addressing global issues like climate change and biodiversity, despite their presence in the documents' background sections.","ai_generated":true,"unit":"sei-002012#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A total of 175 land-based agriculture-related water policy recommendations were identified, with 83 coming from BONUS projects, 51 from HELCOM, and 42 from EU Nitrates Directive (ND) and Water Framework Directive (WFD) reports.","ai_generated":true,"unit":"sei-002012#insight-1","date_modified":"2026-10-23"},{"text":"Governance is the most prevalent category of recommendation, accounting for 30.7% (54 recommendations) of the total, followed by financing and costs (18) and methods and tools (17).","ai_generated":true,"unit":"sei-002012#insight-2","date_modified":"2026-10-23"},{"text":"Recommendations regarding biodiversity considerations and enforcement were entirely absent from all analyzed sources.","ai_generated":true,"unit":"sei-002012#insight-3","date_modified":"2026-10-23"},{"text":"Climate change considerations are rarely integrated into policy recommendations, appearing only twice across all sources, despite being mentioned as background facts in report introductions.","ai_generated":true,"unit":"sei-002012#insight-4","date_modified":"2026-10-23"},{"text":"BONUS projects focus heavily on financing and innovative policy instruments, specifically advocating for outcome- or result-based payments to increase farmer participation in agri-environmental schemes.","ai_generated":true,"unit":"sei-002012#insight-5","date_modified":"2026-10-23"},{"text":"EU and HELCOM recommendations emphasize governance through the development of action plans, the harmonization of standards for nutrient content in manure, and the improvement of surface water monitoring.","ai_generated":true,"unit":"sei-002012#insight-6","date_modified":"2026-10-23"},{"text":"The report identifies a systemic lack of clarity regarding the addressee of policy recommendations, which are typically phrased in the third person and target general public authorities rather than specific institutions.","ai_generated":true,"unit":"sei-002012#insight-7","date_modified":"2026-10-23"}],"climate_tags":["agriculture","climate change","biodiversity","governance","climate finance"],"geography_discussed":["European Union","Finland"],"frame_perspective":[],"analysis_type":["policy review","typology analysis"]}]}