{"query_echo":{"q":"","filters":{"geography":["Catskill Mountains"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'Catskill Mountains' for facet 'geography' is not in the controlled vocabulary."}]},"total":{"value":1,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Catskill+Mountains","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-000859","url":"https://climateinsightsdirectory.org/document/sei-000859","title":"Multivariate analysis of covariance to determine effects of near-stream best management practices on nitrogen and phosphorus concentrations on a dairy farm in New York","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2010-11-18","source_url":"https://www.sei.org/publications/multivariate-analysis-covariance-determine-effects-near-stream-best-management-practices-nitrogen-phosphorus-concentrations-dairy-farm-new-york-conservation-effects/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"A three-year study on a New York dairy farm found that implementing near-stream best management practices, such as exclusionary fencing and cattle crossings, significantly reduced soluble reactive phosphorus (SRP) concentrations in streamwater, while having little effect on nitrate nitrogen levels.","ai_generated":true,"unit":"sei-000859#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The implementation of exclusionary fencing and a cattle crossing resulted in a 27% yearly reduction in soluble reactive phosphorus (SRP) concentrations in the treatment creek, with the reduction increasing to 34% during the growing season.","ai_generated":true,"unit":"sei-000859#insight-1","date_modified":"2026-10-23"},{"text":"The study observed that the near-stream best management practices had little impact on the concentrations of nitrate nitrogen.","ai_generated":true,"unit":"sei-000859#insight-2","date_modified":"2026-10-23"},{"text":"The overall performance of the multivariate statistical model was significantly improved by incorporating SRP concentrations from a control creek and controlling for groundwater hydrology (water table height) and groundwater SRP levels.","ai_generated":true,"unit":"sei-000859#insight-3","date_modified":"2026-10-23"}],"climate_tags":["water quality"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["multivariate statistical model"]}]}