Mariusz Ptak

About Mariusz Ptak

Mariusz Ptak, With an exceptional h-index of 25 and a recent h-index of 21 (since 2020), a distinguished researcher at Uniwersytet im. Adama Mickiewicza w Poznaniu, specializes in the field of hydrology, limnology.

His recent articles reflect a diverse array of research interests and contributions to the field:

An optimized NARX-based model for predicting thermal dynamics and heatwaves in rivers

Prediction of daily river water temperatures using an optimized model based on NARX networks

Lake water temperature modeling in an Era of climate change: Data sources, models, and future prospects

A stacked machine learning model for multi-step ahead prediction of lake surface water temperature

A novel optimized model based on NARX networks for predicting thermal anomalies in Polish lakes during heatwaves, with special reference to the 2018 heatwave

Pulses outweigh cumulative effects of water diversion from river to lake on lacustrine phytoplankton communities

How Do Extreme Lake Water Temperatures in Poland Respond to Climate Change?

River water temperature prediction using hybrid machine learning coupled signal decomposition: EWT versus MODWT

Mariusz Ptak Information

University

Position

___

Citations(all)

1896

Citations(since 2020)

1434

Cited By

1000

hIndex(all)

25

hIndex(since 2020)

21

i10Index(all)

65

i10Index(since 2020)

49

Email

University Profile Page

Uniwersytet im. Adama Mickiewicza w Poznaniu

Google Scholar

View Google Scholar Profile

Mariusz Ptak Skills & Research Interests

hydrology

limnology

Top articles of Mariusz Ptak

Title

Journal

Author(s)

Publication Date

An optimized NARX-based model for predicting thermal dynamics and heatwaves in rivers

Science of The Total Environment

Senlin Zhu

Fabio Di Nunno

Jiang Sun

Mariusz Sojka

Mariusz Ptak

...

2024/5/20

Prediction of daily river water temperatures using an optimized model based on NARX networks

Ecological Indicators

Jiang Sun

Fabio Di Nunno

Mariusz Sojka

Mariusz Ptak

You Luo

...

2024/4/1

Lake water temperature modeling in an Era of climate change: Data sources, models, and future prospects

S Piccolroaz

S Zhu

R Ladwig

L Carrea

S Oliver

...

2024/3

A stacked machine learning model for multi-step ahead prediction of lake surface water temperature

Science of the Total Environment

Fabio Di Nunno

Senlin Zhu

Mariusz Ptak

Mariusz Sojka

Francesco Granata

2023/9/10

A novel optimized model based on NARX networks for predicting thermal anomalies in Polish lakes during heatwaves, with special reference to the 2018 heatwave

Science of the Total Environment

Senlin Zhu

Fabio Di Nunno

Mariusz Ptak

Mariusz Sojka

Francesco Granata

2023/12/20

Pulses outweigh cumulative effects of water diversion from river to lake on lacustrine phytoplankton communities

Environmental Geochemistry and Health

Jiangyu Dai

Haifei Sha

Xiufeng Wu

Shiqiang Wu

Yu Zhang

...

2023/6

How Do Extreme Lake Water Temperatures in Poland Respond to Climate Change?

Resources

Temidayo Olowoyeye

Mariusz Ptak

Mariusz Sojka

2023/9/7

River water temperature prediction using hybrid machine learning coupled signal decomposition: EWT versus MODWT

Ecological Informatics

Salim Heddam

Khaled Merabet

Salah Difi

Sungwon Kim

Mariusz Ptak

...

2023/12/1

Ecological and Health Risk Assessments of Heavy Metals Contained in Sediments of Polish Dam Reservoirs

International Journal of Environmental Research and Public Health

Mariusz Sojka

Mariusz Ptak

Joanna Jaskuła

Vlerë Krasniqi

2023/1

The Relationship between Mortality from Cardiovascular Diseases and Total Drinking Water Hardness: Systematic Review with Meta-Analysis

Aleksandra Bykowska-Derda

Marcin Spychala

Magdalena Czlapka-Matyasik

Mariusz Sojka

Jerzy Bykowski

...

2023/8/29

Return to Nature: Renaturisation of Dried-Out Lakes in Poland

Resources

Mariusz Ptak

Salim Heddam

Senlin Zhu

Mariusz Sojka

2023/11/21

Effect of Hydraulic Structure on Mitigating Extreme Hydrological Conditions of a Small River in the Temperate Zone (Główna River, Central Europe)

Sustainability

Mariusz Ptak

Katarzyna Szyga-Pluta

Senlin Zhu

Lavdim Osmanaj

Mariusz Sojka

2023/10/25

A simple approach to estimate lake surface water temperatures in Polish lowland lakes

Journal of Hydrology: Regional Studies

Senlin Zhu

Mariusz Ptak

Mariusz Sojka

Adam P Piotrowski

Wenguang Luo

2023/8/1

A century of changes in the surface area of lakes in west Poland

Resources

Mariusz Ptak

Katarzyna Szyga-Pluta

Salim Heddam

Senlin Zhu

Mariusz Sojka

2023/9/19

Use of Landsat Satellite Images in the Assessment of the Variability in Ice Cover on Polish Lakes

Remote Sensing

Mariusz Sojka

Mariusz Ptak

Senlin Zhu

2023/6/9

Monitoring of the Technical Condition and Optimisation of the Functioning of Small Hydraulic Structures in Poland: The Case Study of the Oświecim Weir

Buildings

Bogumił Nowak

Mariusz Ptak

Mariusz Sojka

2022/9/24

Quantifying the impacts of climate variation, damming, and flow regulation on river thermal dynamics: a case study of the Włocławek Reservoir in the Vistula River, Poland

Environmental Sciences Europe

Rui Yang

Shiqiang Wu

Xiufeng Wu

Mariusz Ptak

Xudong Li

...

2022/12

The hydropower sector in Poland: Barriers and the outlook for the future

Tomasz Kałuża

Mateusz Hämmerling

Paweł Zawadzki

Wojciech Czekała

Robert Kasperek

...

2022/7/1

Heavy metals in lake surface sediments in protected areas in Poland: concentration, pollution, ecological risk, sources and spatial distribution

Scientific Reports

Mariusz Sojka

Joanna Jaskuła

Jan Barabach

Mariusz Ptak

Senlin Zhu

2022/9/2

Assessment of the impact of flow changes and water management rules in the dam reservoir on energy generation at the Jeziorsko hydropower plant

Energies

Bogumił Nowak

Anna Andrzejak

Grzegorz Filipiak

Mariusz Ptak

Mariusz Sojka

2022/10/18

See List of Professors in Mariusz Ptak University(Uniwersytet im. Adama Mickiewicza w Poznaniu)