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Mariusz Ptak
Mariusz Ptak
在 amu.edu.pl 的电子邮件经过验证
标题
引用次数
引用次数
年份
Forecasting of water level in multiple temperate lakes using machine learning models
S Zhu, B Hrnjica, M Ptak, A Choiński, B Sivakumar
Journal of Hydrology 585, 124819, 2020
1212020
Modelling of daily lake surface water temperature from air temperature: Extremely randomized trees (ERT) versus Air2Water, MARS, M5Tree, RF and MLPNN
S Heddam, M Ptak, S Zhu
Journal of Hydrology 588, 125130, 2020
882020
Forecasting surface water temperature in lakes: A comparison of approaches
S Zhu, M Ptak, ZM Yaseen, J Dai, B Sivakumar
Journal of hydrology 585, 124809, 2020
742020
Effect of environmental conditions and morphometric parameters on surface water temperature in Polish lakes
M Ptak, M Sojka, A Choiński, B Nowak
Water 10 (5), 580, 2018
742018
Changes in ice phenology on polish lakes from 1961 to 2010 related to location and morphometry
A Choiński, M Ptak, R Skowron, A Strzelczak
Limnologica 53, 42-49, 2015
602015
The impact of global warming on lake surface water temperature in Poland-the application of empirical-statistical downscaling, 1971-2100
B Czernecki, M Ptak
Journal of Limnology 77 (2), 2018
592018
Lake Infill as the Main factor Leading to Lake's Disappearance.
A Choiński, M Ptak
Polish Journal of Environmental Studies 18 (3), 2009
532009
Lake water-level fluctuation forecasting using machine learning models: a systematic review
S Zhu, H Lu, M Ptak, J Dai, Q Ji
Environmental Science and Pollution Research 27 (36), 44807-44819, 2020
522020
Changes in Water Resources of Polish Lakes as Influenced by Natural and Anthropogenic Factors.
A Choiński, M Ptak, AE Ławniczak
Polish Journal of Environmental Studies 25 (5), 2016
522016
Disappearance of Lake Jelenino Since the End of the XVIII Century as an Effect of Anthropogenic Transformations of the Natural Environment.
M Ptak, A Choiński, A Strzelczak, A Targosz
Polish Journal of Environmental Studies 22 (1), 2013
452013
Effect of the North Atlantic Oscillation on the pattern of lake ice phenology in Poland
D Wrzesiński, A Choiński, M Ptak, R Skowron
Acta Geophysica 63, 1664-1684, 2015
442015
Water level changes in Polish lakes during 1976–2010
D Wrzesiński, M Ptak
Journal of Geographical Sciences 26, 83-101, 2016
412016
Warming of lowland Polish lakes under future climate change scenarios and consequences for ice cover and mixing dynamics
S Piccolroaz, S Zhu, M Ptak, M Sojka, X Du
Journal of Hydrology: Regional Studies 34, 100780, 2021
402021
Long-term changes in the hydrological regime of high mountain lake Morskie Oko (Tatra Mountains, Central Europe)
M Ptak, D Wrzesiński, A Choiński
Journal of Hydrology and Hydromechanics 65 (2), 146-153, 2017
402017
Effect of the North Atlantic Oscillation on the thermal characteristics of lakes in Poland
D Wrzesiński, A Choiński, M Ptak
Acta Geophysica 63, 863-883, 2015
372015
Causes of variations of trace and rare earth elements concentration in lakes bottom sediments in the Bory Tucholskie National Park, Poland
M Sojka, A Choiński, M Ptak, M Siepak
Scientific Reports 11 (1), 1-18, 2021
362021
Effect of teleconnection patterns on changes in water temperature in Polish lakes
M Ptak, AM Tomczyk, D Wrzesiński
Atmosphere 9 (2), 66, 2018
352018
A stacked machine learning model for multi-step ahead prediction of lake surface water temperature
F Di Nunno, S Zhu, M Ptak, M Sojka, F Granata
Science of the Total Environment 890, 164323, 2023
312023
Long-term water temperature trends of the Warta River in the years 1960–2009
M Ptak, M Sojka, T Kałuża, A Choiński, B Nowak
Ecohydrology & Hydrobiology 19, 441-451, 2019
312019
Natural and anthropogenic conditions of water level fluctuations in lakes–Lake Powidzkie case study (Central-Western Poland)
B Nowak, M Ptak
Journal of Water and Land Development 40, 13-25, 2019
312019
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