| 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 | 130 | 2020 |
| 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 | 94 | 2020 |
| 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 | 80 | 2020 |
| 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 | 77 | 2018 |
| 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 | 60 | 2015 |
| 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 | 59 | 2018 |
| 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 | 57 | 2020 |
| Lake Infill as the Main factor Leading to Lake's Disappearance. A Choiński, M Ptak Polish Journal of Environmental Studies 18 (3), 2009 | 53 | 2009 |
| 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 | 52 | 2016 |
| 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 | 46 | 2013 |
| 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 | 44 | 2015 |
| Water level changes in Polish lakes during 1976–2010 D Wrzesiński, M Ptak Journal of Geographical Sciences 26, 83-101, 2016 | 42 | 2016 |
| 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 | 41 | 2021 |
| 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 | 40 | 2017 |
| 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 | 37 | 2015 |
| 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 | 36 | 2021 |
| 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 | 35 | 2023 |
| Effect of teleconnection patterns on changes in water temperature in Polish lakes M Ptak, AM Tomczyk, D Wrzesiński Atmosphere 9 (2), 66, 2018 | 35 | 2018 |
| 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 | 31 | 2019 |
| 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 | 31 | 2019 |