Mariusz Ptak

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

Senlin Zhu, Bahrudin Hrnjica, Mariusz Ptak et al. · Journal of Hydrology · 2020 · 173 citations

Water Level, Engineering, Data Science +10

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 · 2020 · 147 citations

Climatology, Meteorology, Engineering +11

Forecasting surface water temperature in lakes: A comparison of approaches

Senlin Zhu, Mariusz Ptak, Zaher Mundher Yaseen‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬ et al. · Journal of Hydrology · 2020 · 107 citations

Climatology, Engineering, Geography +8

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

Sebastiano Piccolroaz, Senlin Zhu, Robert Ladwig et al. · Reviews of Geophysics · 2024 · 96 citations · Full text

Future Climatic Change, Future Prospects, Engineering +17

Effect of Environmental Conditions and Morphometric Parameters on Surface Water Temperature in Polish Lakes

Mariusz Ptak, Mariusz Sojka, Adam Choiński et al. · Water · 2018 · 86 citations · Full text

Environmental Monitoring, Engineering, Polish Lakes +17