{"query_echo":{"q":"","filters":{"climate_tags":["freshwater"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'freshwater' for facet 'climate_tags' is not in the controlled vocabulary."}]},"total":{"value":2,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?climate_tags=freshwater","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":"iisd-000565","url":"https://climateinsightsdirectory.org/document/iisd-000565","title":"Adaptive Monitoring on the Winnipeg River","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"briefing","language":"en","date_published":"2022-07-05","source_url":"https://www.iisd.org/publications/brief/adaptive-monitoring-winnipeg-river","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The International Institute for Sustainable Development (IISD) and Aquatic Life® are conducting a pilot project in the Winnipeg River basin to test high-frequency sensors that provide near real-time freshwater data via mobile networks and satellites.","ai_generated":true,"unit":"iisd-000565#summary","date_modified":"2026-08-17"},"key_insights":[{"text":"IISD and Aquatic Life® have launched a pilot project in the Winnipeg River basin utilizing high-frequency sensors that transmit data in near real-time through satellites and mobile data networks. The project aims to enhance the shared understanding of the river's state, create near-term forecasting and surrogate models, and employ spectral fingerprints to distinguish between nitrogen and phosphorus.","ai_generated":true,"unit":"iisd-000565#insight-1","date_modified":"2026-08-17"},{"text":"Current project progress includes the installation of sensors at two specific locations: the Powerview-Pine Falls Drinking Water Treatment Facility and the Pinawa Marina.","ai_generated":true,"unit":"iisd-000565#insight-2","date_modified":"2026-08-17"}],"climate_tags":["freshwater","water monitoring","sensors"],"geography_discussed":["Pinawa Marina","Powerview-Pine Falls Drinking Water Treatment Facility"],"frame_perspective":[],"analysis_type":["pilot project"]},{"id":"iisd-000566","url":"https://climateinsightsdirectory.org/document/iisd-000566","title":"Using Technology to Solve Today's Water Challenges","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2018-10-11","source_url":"https://www.iisd.org/publications/report/using-technology-solve-todays-water-challenges","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"This report by the International Institute for Sustainable Development examines eight case studies of organizations utilizing innovative technologies—including blockchain, artificial intelligence, big data, and the Internet of Things—to improve data processing and decision-making for the protection of freshwater resources.","ai_generated":true,"unit":"iisd-000566#summary","date_modified":"2026-08-17"},"key_insights":[{"text":"The report presents eight case studies demonstrating how governments, businesses, and citizens use technologies such as blockchain and Artificial Intelligence to make informed decisions regarding water resources and freshwater health.","ai_generated":true,"unit":"iisd-000566#insight-1","date_modified":"2026-08-17"},{"text":"Organizations are developing innovative methods to harness and process the increasing flow of data on freshwater health to improve ecosystem understanding and engage citizen scientists.","ai_generated":true,"unit":"iisd-000566#insight-2","date_modified":"2026-08-17"},{"text":"The document explores the role of fintech opportunities and specific technologies, including big data, the Internet of things, blockchain, and artificial intelligence, in supporting smarter ecosystem management.","ai_generated":true,"unit":"iisd-000566#insight-3","date_modified":"2026-08-17"}],"climate_tags":["freshwater","ecosystem management","water resources","data technology"],"geography_discussed":["Stockholm"],"frame_perspective":[],"analysis_type":["case study"]}]}