{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","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.","keywords":[{"id":"https://openalex.org/keywords/rainfall-prediction","display_name":"precipitation forecasting","score":0.2425},{"id":"https://openalex.org/keywords/streamflow-forecasting","display_name":"streamflow forecasting","score":0.3837},{"id":"https://openalex.org/keywords/hydrological-forecasting","display_name":"hydrological forecasting","score":0.2914},{"id":"https://openalex.org/keywords/groundwater-level-forecasting","display_name":"groundwater level prediction","score":0.5463},{"id":"https://openalex.org/keywords/water-quality-prediction","display_name":"water quality prediction","score":0.2309},{"id":"https://openalex.org/keywords/water-level-forecasting","display_name":"water level prediction","score":0.3803},{"id":"https://openalex.org/keywords/runoff-forecasting","display_name":"runoff prediction","score":0.3093},{"id":"https://openalex.org/keywords/monthly-rainfall-forecasting","display_name":"monthly rainfall forecasting","score":0.6176},{"id":"https://openalex.org/keywords/river-discharge-forecasting","display_name":"river discharge prediction","score":0.46},{"id":"https://openalex.org/keywords/daily-streamflow-forecasting","display_name":"daily streamflow forecasting","score":0.7633},{"id":"https://openalex.org/keywords/reservoir-inflow-forecasting","display_name":"reservoir inflow forecasting","score":0.5221},{"id":"https://openalex.org/keywords/short-term-precipitation-forecasting","display_name":"short-term precipitation forecasting","score":0.3195},{"id":"https://openalex.org/keywords/discharge-prediction","display_name":"discharge prediction","score":0.2098},{"id":"https://openalex.org/keywords/dissolved-oxygen-prediction","display_name":"dissolved oxygen prediction","score":0.4144},{"id":"https://openalex.org/keywords/inflow-forecasting","display_name":"inflow forecasting","score":0.2184},{"id":"https://openalex.org/keywords/meteorological-inputs","display_name":"meteorological inputs","score":0.205},{"id":"https://openalex.org/keywords/monthly-streamflow","display_name":"monthly streamflow","score":0.2643},{"id":"https://openalex.org/keywords/m5-model-tree","display_name":"M5 model tree","score":0.3446},{"id":"https://openalex.org/keywords/river-water-level-prediction","display_name":"river water level prediction","score":0.7557},{"id":"https://openalex.org/keywords/daily-rainfall-prediction","display_name":"daily rainfall prediction","score":0.7102},{"id":"https://openalex.org/keywords/monthly-streamflow-forecasting","display_name":"monthly streamflow forecasting","score":0.7556},{"id":"https://openalex.org/keywords/river-water-level-forecasting","display_name":"river water level forecasting","score":0.7572},{"id":"https://openalex.org/keywords/monthly-runoff-prediction","display_name":"monthly runoff prediction","score":0.8001},{"id":"https://openalex.org/keywords/daily-rainfall-forecasting","display_name":"daily rainfall forecasting","score":0.7296},{"id":"https://openalex.org/keywords/urban-water-demand-forecasting","display_name":"urban water demand forecasting","score":0.5106}],"legacy_keywords":"Machine Learning; Hydrology; Forecasting; Artificial Neural Networks; Water Resources; Rainfall-Runoff Modeling; Support Vector Machines; Wavelet Analysis; Model Performance; Groundwater Level Forecasting","ids":{"openalex":"https://openalex.org/T11490","wikipedia":"https://en.wikipedia.org/wiki/Hydrological_modeling"},"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"},"siblings":[{"id":"https://openalex.org/T10435","display_name":"Environmental Impact and Sustainability"},{"id":"https://openalex.org/T10766","display_name":"Urban Heat Island Mitigation"},{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping"},{"id":"https://openalex.org/T10894","display_name":"Groundwater flow and contamination studies"},{"id":"https://openalex.org/T11119","display_name":"Urban Stormwater Management Solutions"},{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications"},{"id":"https://openalex.org/T11231","display_name":"Microbial Fuel Cells and Bioremediation"},{"id":"https://openalex.org/T11302","display_name":"CO2 Sequestration and Geologic Interactions"},{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing"},{"id":"https://openalex.org/T11371","display_name":"Wind and Air Flow Studies"},{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting"},{"id":"https://openalex.org/T12126","display_name":"Maritime Transport Emissions and Efficiency"},{"id":"https://openalex.org/T12247","display_name":"Microbial Applications in Construction Materials"},{"id":"https://openalex.org/T12543","display_name":"Groundwater and Watershed Analysis"},{"id":"https://openalex.org/T12643","display_name":"Sustainability and Ecological Systems Analysis"},{"id":"https://openalex.org/T12838","display_name":"Photovoltaic Systems and Sustainability"},{"id":"https://openalex.org/T13148","display_name":"Environmental and Air Quality Management"},{"id":"https://openalex.org/T13517","display_name":"Environmental and Industrial Safety"}],"works_count":41099,"cited_by_count":576475,"works_api_url":"https://api.openalex.org/works?filter=topics.id:T11490","updated_date":"2026-10-18T03:01:31","created_date":"2024-01-23T15:27:10"}