Marek Kruk

University of Warmia and Mazury in Olsztyn — Poland

Environmental Science · Physical Sciences

15h-index971citations73works7.32yr avg
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Research Topics

Aquatic Ecosystems and Phytoplankton Dynamics(19), Marine and coastal ecosystems(17), Peatlands and Wetlands Ecology(14), Integrated Water Resources Management(12), Botany and Plant Ecology Studies(10)

Publications72 total

Water beetle networks differences and migration between natural lakes and post-exploitation water bodies
Scientific Reports·2025Open Access
SHAP-NET, a network based on Shapley values as a new tool to improve the explainability of the XGBoost-SHAP model for the problem of water quality
Environmental Modelling & Software·2025· 26 cited
Impact of urbanization and agriculture on zooplankton interactions: A network modelling approach in a lowland river
Journal of Environmental Management·2024· 2 cited
Habitat selection ecology of the aquatic beetle community using explainable machine learning
Scientific Reports·2024· 1 citedOpen Access
The response of zooplankton network indicators to winter water warming using shallow artificial reservoirs as model case study
Scientific Reports·2023· 2 citedOpen Access
The zooplankton adaptation patterns along turbidity gradient in shallow water reservoirs
Ecohydrology & Hydrobiology·2023· 9 citedOpen Access
Regional differences in water beetle communities networks settling in dystrophic lakes in northern Poland
Scientific Reports·2023· 4 citedOpen Access
The response of zooplankton network indicators to winter water warming using shallow artificial reservoirs as model case study
Research Square (Research Square)·2023Open Access
Prediction of environmental factors responsible for chlorophyll a-induced hypereutrophy using explainable machine learning
Ecological Informatics·2023· 26 cited
Comment on egusphere-2022-794
2022Open Access
The response of zooplankton network indicators to winter geothermal water warming in shallow reservoirs
2022· 1 citedOpen Access
Supplementary material to "The response of zooplankton network indicators to winter geothermal water warming in shallow reservoirs"
2022Open Access
Predicting the effects of winter water warming in artificial lakes on zooplankton and its environment using combined machine learning models
Scientific Reports·2022· 17 citedOpen Access
Author Correction: Zooplankton network conditioned by turbidity gradient in small anthropogenic reservoirs
Scientific Reports·2022Open Access
Zooplankton network conditioned by turbidity gradient in small anthropogenic reservoirs
Scientific Reports·2022· 22 citedOpen Access
Stratification strength and light climate explain variation in chlorophyll <scp><i>a</i></scp> at the continental scale in a European multilake survey in a heatwave summer
Limnology and Oceanography·2021· 158 citedOpen Access
The application of game theory-based machine learning modelling to assess climate variability effects on the sensitivity of lagoon ecosystem parameters
Ecological Informatics·2021· 15 cited
Land Use and Land Cover Pattern as a Measure of Tourism Impact on a Lakeshore Zone
Land·2021· 16 citedOpen Access
Zooplankton predator–prey network relationships indicates the saline gradient of coastal lakes. Machine learning and meta-network approach
Ecological Indicators·2021· 24 citedOpen Access
From explanatory to predictive network modeling of relationships among ecological indicators in the shallow temperate lagoon
Ecological Indicators·2020· 14 citedOpen Access
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Frequent Co-authors

Anna Maria Goździejewska(7), Ewa Paturej(5), Lidia Nawrocka(3), Justyna Kobos(3), B. Jaworska(3), Piotr Artiemjew(3), Katarzyna Podbielska(3), M. Mróz(3), Evanthia Mantzouki(2), Hans‐Peter Grossart(2), Jérémy Fonvielle(2), P. Visser(2), Nikoletta Tsiarta(2), Valerie McCarthy(2), Victor C. Perello(2), Alinne Gurjão de Oliveira(2), Dubravka Špoljarić Maronić(2), Filip Stević(2), Tanja Žuna Pfeiffer(2), Itana Bokan Vucelić(2)