Forecasting river water temperature time series using a wavelet–neural network hybrid modelling approach

Renata Graf, Senlin Zhu, Bellie Sivakumar

Journal of Hydrology

Intelligent ForecastingForecasting MethodologyEngineeringWater ResourcesForecasting +3

Forecasting of water level in multiple temperate lakes using machine learning models

Senlin Zhu, Bahrudin Hrnjica, Mariusz Ptak, +2

Journal of Hydrology

Water LevelEngineeringData ScienceWater ResourcesMultiple Temperate Lakes +8

Modelling of daily lake surface water temperature from air temperature: Extremely randomized trees (ERT) versus Air2Water, MARS, M5Tree, RF and MLPNN

Salim Heddam, Mariusz Ptak, Senlin Zhu

Journal of Hydrology

ClimatologyMeteorologyEngineeringWater ResourcesGeography +9

Modelling daily water temperature from air temperature for the Missouri River

Senlin Zhu, Emmanuel Karlo Nyarko, Marijana Hadzima-Nyarko

PeerJ

Daily Water TemperatureEnvironmental MonitoringEngineeringWater QuantityAir Temperature +15

Forecasting surface water temperature in lakes: A comparison of approaches

Senlin Zhu, Mariusz Ptak, Zaher Mundher Yaseen‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬, +2

Journal of Hydrology

ClimatologyEngineeringGeographySurface-water HydrologySurface Water Temperature +6

Modeling daily water temperature for rivers: comparison between adaptive neuro-fuzzy inference systems and artificial neural networks models

Senlin Zhu, Salim Heddam, Emmanuel Karlo Nyarko, +3

Environmental Science and Pollution Research

Daily Water TemperatureFuzzy LogicFuzzy SystemsEngineeringData Science +7

Lake Water Temperature Modeling in an Era of Climate Change: Data Sources, Models, and Future Prospects

Sebastiano Piccolroaz, Senlin Zhu, Robert Ladwig, +8

Reviews of Geophysics

Future Climatic ChangeFuture ProspectsEngineeringClimate ModelingLake Water Temperature +15

Extreme learning machine-based prediction of daily water temperature for rivers

Senlin Zhu, Salim Heddam, Shiqiang Wu, +2

Environmental Earth Sciences

Daily Water TemperatureHydrological PredictionEngineeringData ScienceWater Resources +7

Impacts of a large river-to-lake water diversion project on lacustrine phytoplankton communities

Jiangyu Dai, Shiqiang Wu, Xiufeng Wu, +9

Journal of Hydrology

Lacustrine Phytoplankton CommunitiesWater ResourcesFreshwater EcosystemWater QualityWater Ecology +1

Prediction of dissolved oxygen in urban rivers at the Three Gorges Reservoir, China: extreme learning machines (ELM) versus artificial neural network (ANN)

Senlin Zhu, Salim Heddam

Water Quality Research Journal

Dissolved OxygenEnvironmental MonitoringEngineeringWater ResourcesData Science +13