Scinovex
Physical Sciences → Environmental Science → Environmental Engineering

Hydrological Forecasting Using AI

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.

36K works worldwide458.2K citations
Machine LearningHydrologyForecastingArtificial Neural NetworksWater ResourcesRainfall-Runoff ModelingSupport Vector MachinesWavelet AnalysisModel PerformanceGroundwater Level Forecasting

Journals publishing in this area

1Journal of Hydrology cover
Journal of Hydrology
ISSN 0022-16941,963 articles in this topic
358h-index
2
Water
ISSN 2073-44411,527 articles in this topic
164h-index
3Water Resources Research cover
Water Resources Research
ISSN 0043-1397728 articles in this topic
420h-index
4Hydrological Processes cover
Hydrological Processes
ISSN 0885-6087527 articles in this topic
228h-index