{"cited_by_count":576221,"description":"This cluster of papers focuses on the application of machine learning methods, such as artificial neural networks, support vector machines, and wavelet analysis, in hydrological modeling and forecasting for water resources management. The papers cover topics including rainfall-runoff modeling, groundwater level forecasting, river flow prediction, and water quality modeling.","display_name":"Hydrological Forecasting Using AI","domain_id":"3","external_ids":{"openalex":"https://openalex.org/T11490","wikipedia":"https://en.wikipedia.org/wiki/Hydrological_modeling"},"field_id":"23","id":"T11490","keywords":[{"display_name":"precipitation forecasting","id":"rainfall-prediction","score":0.2426,"url":"https://openalex.org/keywords/rainfall-prediction"},{"display_name":"streamflow forecasting","id":"streamflow-forecasting","score":0.3836,"url":"https://openalex.org/keywords/streamflow-forecasting"},{"display_name":"hydrological forecasting","id":"hydrological-forecasting","score":0.2915,"url":"https://openalex.org/keywords/hydrological-forecasting"},{"display_name":"groundwater level 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Forecasting"],"openalex_id":"https://openalex.org/T11490","source_created_date":"2024-01-23T15:27:10","source_updated_date":"2026-10-17T03:02:00","subfield_id":"2305","url":"/topics/T11490","works_api_url":"https://api.openalex.org/works?filter=topics.id:T11490","works_count":41082,"label":"Hydrological Forecasting Using AI","provider":"openalex","revision":"56e515f12e34ecb1","taxonomy_revision":"f050b5d4780b1289","title":"Hydrological Forecasting Using AI","kind":"topic-directory","aeo_cohort":"topic-directory","catalogue_revision":"f050b5d4780b1289","numeric_address":"36248718814610103","address_version":"morton4x16-v1","coordinates":[3,23,2305,11490],"answer_status":"Directory metadata; local answer requires separate source review","truth_status":"Subject descriptor, not a factual answer or a demonstrated knowledge gap","reviewed_answer":null}