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Cristina-Sorana Ionescu, Ioana Opriș, Daniela-Elena Gogoașe Nistoran, Constantin-Alexandru Baciu

Efrain Noa-Yarasca, Meghna Babbar-Sebens, Chris E. Jordan

Sandeep Samantaray, Abinash Sahoo, Deba Prakash Satapathy

Mohammad Reza M. Behbahani, David M. Rey, Martin A. Briggs, Amvrossios C. Bagtzoglou

Pawee Klongvessa, Srilert Chotpantarat

Udo Satzinger, Daniel Bachmann

Rui Wang, Wentao Dong, Jiang Sun, Mariusz Sojka, Mariusz Ptak, Senlin Zhu

Azzeddin Touazit, Youness Nizar, Imane Nizar, Fouad Lahlou, Mohammed Igouzal

Daniel Philippus, Anneliese Sytsma, Ashley Rust, Terri S. Hogue

Ehsan Mirzania, Thendiyath Roshni, Mohammad Ali Ghorbani, Salim Heddam

Leyde Briceno Medina, Klaus Joehnk, Ravinesh C. Deo, Mumtaz Ali, Salvin S. Prasad, Nathan Downs

G. Ercole, A. Marino, S. Fenoglio, T. Bo

George P. Valentine, Xinyi Lu, C. Andrew Dolloff, Craig N. Roghair, Jacob M. Rash, Mevin B. Hooten, Yoichiro Kanno

Senlin Zhu, Fabio Di Nunno, Jiang Sun, Mariusz Sojka, Mariusz Ptak, Francesco Granata

Princess Mae Bautista, Maurice Alfonso Duka, Aurelio Delos Reyes, Antonio Gabino Sobremisana

Quan Zhou, Fabio Di Nunno, Jiang Sun, Mariusz Sojka, Mariusz Ptak, Jun Qian, Senlin Zhu, Francesco Granata

S. Piccolroaz, S. Zhu, R. Ladwig, L. Carrea, S. Oliver, A. P. Piotrowski, M. Ptak, R. Shinohara, M. Sojka, R. I. Woolway, D. Z. Zhu

Shuang Liu, Kaiheng Hu, Zhenghui Xie, Yan Wang

Cristina-Sorana Ionescu, Ioana Opriș, Daniela-Elena Gogoașe Nistoran, Cristian Copilău

Tropikë Agaj, Anna Budka, Ewelina Janicka, Valbon Bytyqi

Flora Amill, Jeff Gauthier, Milla Rautio, Nicolas Derome

Zhangpeng Wang, Jun Ma, Shengde Yu, Yaqian Xu, Zeyi Tao, Jiaqi Zhang, Ran Xiao, Hao Wei, Defu Liu

Carlos Miñana-Albanell, Dongryeol Ryu, Miguel Ángel Pérez-Martín

Salim Heddam, Sungwon Kim, Ali Danandeh Mehr, Mohammad Zounemat‐Kermani, Mariusz Ptak, Ahmed Elbeltagi, Anurag Malik, Yazid Tikhamarine

Zihan Hao, Weide Li, Jinran Wu, Shaotong Zhang, Shujuan Hu

Samane Ghandehariun, Amir M. Ghandehariun, Nima Bahrami Ziabari

F. Fuso, L. Stucchi, L. Bonacina, R. Fornaroli, D. Bocchiola

Manuel C. Almeida, Pedro S. Coelho

Wei Zhi, Christoph Klingler, Jiangtao Liu, Li Li

S. Rehana, M. Rajesh

Guillaume Bal, Elvira de Eyto

Simanku Borah, Amiya Kumar Sahoo, Vaisakh Gopinathapillai, Dharmendra Kumar Meena, Ashok Kumar Jaiswar, Geetanjali Deshmukhe, Anil Kumar Yadav, Pranab Gogoi, Debasmita Mohanty, Karankumar Ramteke, Birendra Kumar Bhattacharjya, Basanta Kumar Das

Zina Souaissi, Taha B.M.J. Ouarda, André St-Hilaire

Pavla Pekárová, Zbyněk Bajtek, Ján Pekár, Roman Výleta, Ognjen Bonacci, Pavol Miklánek, Jörg Uwe Belz, Liudmyla Gorbachova

Rana Muhammad Adnan Ikram, Reham R. Mostafa, Zhihuan Chen, Kulwinder Singh Parmar, Ozgur Kisi, Mohammad Zounemat-Kermani

Dariusz Wrzesiński, Renata Graf

Senlin Zhu, You Luo, Renata Graf, Dariusz Wrzesiński, Mariusz Sojka, Bowen Sun, Lingzhong Kong, Qingfeng Ji, Wenguang Luo

Wenlin Liu, Ruijuan Zhao, Xiankun Su, Abdullah Mohamed, Tazeddinova Diana

Qian He, Ming Wang, Kai Liu, Kaiwen Li, Ziyu Jiang

Mariusz Sojka, Mariusz Ptak

Helen Weierbach, Aranildo R. Lima, Jared D. Willard, Valerie C. Hendrix, Danielle S. Christianson, Michaelle Lubich, Charuleka Varadharajan

M. Rajesh, S. Rehana

Rui Yang, Shiqiang Wu, Xiufeng Wu, Mariusz Ptak, Xudong Li, Mariusz Sojka, Renata Graf, Jiangyu Dai, Senlin Zhu

Habiba Ferchichi, André St-Hilaire, Taha B. M. J. Ouarda, Benoît Lévesque

Olfa Abidi, André St-Hilaire, Taha B.M.J. Ouarda, Christian Charron, Claudine Boyer, Anik Daigle

Moritz Feigl, Katharina Lebiedzinski, Mathew Herrnegger, Karsten Schulz

Adam P. Piotrowski, Marzena Osuch, Jaroslaw J. Napiorkowski

Amir Sahraei, Alejandro Chamorro, Philipp Kraft, Lutz Breuer

Zoltán Árpád Liptay, Szabolcs Czigány, Ervin Pirkhoffer

Rowshyra A. Castañeda, Josef D. Ackerman, Lauren J. Chapman, Steven J. Cooke, Kim Cuddington, Alan J. Dextrase, Donald A. Jackson, Marten A. Koops, Martin Krkošek, Kevin K. Loftus, Nicholas E. Mandrak, André L. Martel, Péter K. Molnár, Todd J. Morris, Trevor E. Pitcher, Mark S. Poesch, Michael Power, Thomas C. Pratt, Scott M. Reid, Marco A. Rodríguez, Jordan Rosenfeld, Chris C. Wilson, David T. Zanatta, D. Andrew R. Drake

Renata Graf, Pouya Aghelpour

Rajesh Maddu, Abhishek Reddy Vanga, Jashwanth Kumar Sajja, Ghouse Basha, Rehana Shaik

M. Rajesh, S. Rehana

Reza Abdi, Ashley Rust, Terri S. Hogue

Moritz Feigl, Katharina Lebiedzinski, Mathew Herrnegger, Karsten Schulz

Senlin Zhu, Marijana Hadzima-Nyarko, Ognjen Bonacci

Daniel Coleman, Robyn Bevitt, Ivars Reinfelds

Senlin Zhu, Bahrudin Hrnjica, Jiangyu Dai, Bellie Sivakumar

Senlin Zhu, Mariusz Ptak, Zaher Mundher Yaseen, Jiangyu Dai, Bellie Sivakumar

Adam P. Piotrowski, Jaroslaw J. Napiorkowski, Agnieszka E. Piotrowska

Zachary C. Johnson, Brittany G. Johnson, Martin A. Briggs, Warren D. Devine, Craig D. Snyder, Nathaniel P. Hitt, Danielle K. Hare, Teodora V. Minkova

Senlin Zhu, Adam P. Piotrowski

Xinzhong Du, Greg Goss, Monireh Faramarzi

Rujian Qiu, Yuankun Wang, Dong Wang, Wenjie Qiu, Jichun Wu, Yuwei Tao

Senlin Zhu, Mariusz Ptak, Adam Choiński, Songbai Wu

Mohammad Taghi Sattari, Kambiz Falsafian, Ahmet Irvem, Shahab S, Sultan Noman Qasem

Salim Heddam, Mariusz Ptak, Senlin Zhu

Maksym Andrzej Łaszewski

Senlin Zhu, Bahrudin Hrnjica, Mariusz Ptak, Adam Choiński, Bellie Sivakumar

Senlin Zhu, Salim Heddam, Emmanuel Karlo Nyarko, Marijana Hadzima-Nyarko, Sebastiano Piccolroaz, Shiqiang Wu

Beata Ferencz, Magdalena Toporowska, Jarosław Dawidek

Renata Graf, Senlin Zhu, Bellie Sivakumar

Mariusz Ptak, Mariusz Sojka, Bogumił Nowak

Senlin Zhu, Emmanuel Karlo Nyarko, Marijana Hadzima-Nyarko, Salim Heddam, Shiqiang Wu

Senlin Zhu, Marijana Hadzima-Nyarko, Ang Gao, Fangfang Wang, Jingxiu Wu, Shiqiang Wu

Senlin Zhu, Salim Heddam

Renata Graf, Dariusz Wrzesiński

Siraj Ul Islam, Rachel W. Hay, Stephen J. Déry, Barry P. Booth

Adam P. Piotrowski, Jaroslaw J. Napiorkowski

Senlin Zhu, Salim Heddam, Shiqiang Wu, Jiangyu Dai, Benyou Jia

2025	Forecasting Model for Danube River Water Temperature Using Artificial Neural Networks Hydrology Cristina-Sorana Ionescu, Ioana Opriș, Daniela-Elena Gogoașe Nistoran, Constantin-Alexandru Baciu
2025	Machine Learning Models for Prediction of Shade-Affected Stream Temperatures Journal of Hydrologic Engineering Efrain Noa-Yarasca, Meghna Babbar-Sebens, Chris E. Jordan
2025	Smart Innovation, Systems and Technologies Sandeep Samantaray, Abinash Sahoo, Deba Prakash Satapathy
2025	A spatiotemporal deep learning approach for predicting daily air-water temperature signal coupling and identification of key watershed physical parameters in a montane watershed Journal of Hydrology Mohammad Reza M. Behbahani, David M. Rey, Martin A. Briggs, Amvrossios C. Bagtzoglou
2025	Springer Water Pawee Klongvessa, Srilert Chotpantarat
2025	The Role of High Water Temperature in the Context of Low-Flow Risk Analysis Water Udo Satzinger, Daniel Bachmann
2025	Long-Term Trends of Lake Surface Water Temperatures in Lowland Polish Temperate Lakes Atmosphere Rui Wang, Wentao Dong, Jiang Sun, Mariusz Sojka, Mariusz Ptak, Senlin Zhu
2024	Prediction of water temperature of Sebou estuary (Morocco) using ANN and LR Journal of Applied Water Engineering and Research Azzeddin Touazit, Youness Nizar, Imane Nizar, Fouad Lahlou, Mohammed Igouzal
2024	A machine learning model for estimating the temperature of small rivers using satellite-based spatial data Remote Sensing of Environment Daniel Philippus, Anneliese Sytsma, Ashley Rust, Terri S. Hogue
2024	River Water Temperature Prediction Using a Hybrid Model Based on Variational Mode Decomposition (VMD) and Outlier Robust Extreme Learning Machine Environmental Processes Ehsan Mirzania, Thendiyath Roshni, Mohammad Ali Ghorbani, Salim Heddam
2024	Forecasting River Water Temperature Using Explainable Artificial Intelligence and Hybrid Machine Learning: Case Studies in Menindee Region in Australia Water Leyde Briceno Medina, Klaus Joehnk, Ravinesh C. Deo, Mumtaz Ali, Salvin S. Prasad, Nathan Downs
2024	Ephoron virgo (Olivier, 1791) anticipates emergence in a warming world: some evidence from non-specialist observations and a case study from Northwest Italy Aquatic Insects G. Ercole, A. Marino, S. Fenoglio, T. Bo
2024	Landscape influences on thermal sensitivity and predicted spatial variability among brook trout streams in the southeastern USA River Research and Applications George P. Valentine, Xinyi Lu, C. Andrew Dolloff, Craig N. Roghair, Jacob M. Rash, Mevin B. Hooten, Yoichiro Kanno
2024	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, Francesco Granata
2024	Water temperature modeling through regression and artificial neural network using short-term data for a Philippine River Water Practice & Technology Princess Mae Bautista, Maurice Alfonso Duka, Aurelio Delos Reyes, Antonio Gabino Sobremisana
2024	Characteristics of river heatwaves in the Vistula River basin, Europe Heliyon Quan Zhou, Fabio Di Nunno, Jiang Sun, Mariusz Sojka, Mariusz Ptak, Jun Qian, Senlin Zhu, Francesco Granata
2024	Lake Water Temperature Modeling in an Era of Climate Change: Data Sources, Models, and Future Prospects Reviews of Geophysics S. Piccolroaz, S. Zhu, R. Ladwig, L. Carrea, S. Oliver, A. P. Piotrowski, M. Ptak, R. Shinohara, M. Sojka, R. I. Woolway, D. Z. Zhu
2024	Spatial-temporal change of river thermal environment and anthropogenic impact in China Science of The Total Environment Shuang Liu, Kaiheng Hu, Zhenghui Xie, Yan Wang
2024	A Simple Artificial Neural Model to Predict Dambovita River Temperature Affected by Urban Heat Islands in Bucharest City Remote Sensing Cristina-Sorana Ionescu, Ioana Opriș, Daniela-Elena Gogoașe Nistoran, Cristian Copilău
2024	Using ARIMA and ETS models for forecasting water level changes for sustainable environmental management Scientific Reports Tropikë Agaj, Anna Budka, Ewelina Janicka, Valbon Bytyqi
2024	Characterization of gill bacterial microbiota in wild Arctic char ( Salvelinus alpinus ) across lakes, rivers, and bays in the Canadian Arctic ecosystems Microbiology Spectrum Flora Amill, Jeff Gauthier, Milla Rautio, Nicolas Derome
2024	Analysis of Water Temperature Variations in the Yangtze River’s Upper and Middle Reaches in the Context of Cascade Hydropower Development Water Zhangpeng Wang, Jun Ma, Shengde Yu, Yaqian Xu, Zeyi Tao, Jiaqi Zhang, Ran Xiao, Hao Wei, Defu Liu
2024	Water Temperature Model to Assess Impact of Riparian Vegetation on Jucar River and Spain Water Carlos Miñana-Albanell, Dongryeol Ryu, Miguel Ángel Pérez-Martín
2023	Bat algorithm optimised extreme learning machine (Bat‐ELM): A novel approach for daily river water temperature modelling The Geographical Journal Salim Heddam, Sungwon Kim, Ali Danandeh Mehr, Mohammad Zounemat‐Kermani, Mariusz Ptak, Ahmed Elbeltagi, Anurag Malik, Yazid Tikhamarine
2023	A Novel Deep Learning Model for Mining Nonlinear Dynamics in Lake Surface Water Temperature Prediction Remote Sensing Zihan Hao, Weide Li, Jinran Wu, Shaotong Zhang, Shujuan Hu
2023	Performance prediction and optimization of a hybrid renewable-energy-based multigeneration system using machine learning Energy Samane Ghandehariun, Amir M. Ghandehariun, Nima Bahrami Ziabari
2023	Evaluation of water temperature under changing climate and its effect on river habitat in a regulated Alpine catchment Journal of Hydrology F. Fuso, L. Stucchi, L. Bonacina, R. Fornaroli, D. Bocchiola
2023	Modeling river water temperature with limiting forcing data: Air2stream v1.0.0, machine learning and multiple regression Geoscientific Model Development Manuel C. Almeida, Pedro S. Coelho
2023	Widespread deoxygenation in warming rivers Nature Climate Change Wei Zhi, Christoph Klingler, Jiangtao Liu, Li Li
2023	Assessment of Impacts of Climate Change on Indian Riverine Thermal Regimes Using Hybrid Deep Learning Methods Water Resources Research S. Rehana, M. Rajesh
2023	Simple Bayesian reconstruction and forecasting of stream water temperature for ecologists—A tool using air temperature, optionally flow, in a time series decomposition approach PLOS ONE Guillaume Bal, Elvira de Eyto
2023	Understanding the breeding phenology of anadromous fish Tenualosa ilisha (Hamilton, 1822) in relation to climatic variables in Brahmaputra River, India Frontiers in Marine Science Simanku Borah, Amiya Kumar Sahoo, Vaisakh Gopinathapillai, Dharmendra Kumar Meena, Ashok Kumar Jaiswar, Geetanjali Deshmukhe, Anil Kumar Yadav, Pranab Gogoi, Debasmita Mohanty, Karankumar Ramteke, Birendra Kumar Bhattacharjya, Basanta Kumar Das
2023	Non-parametric, semi-parametric, and machine learning models for river temperature frequency analysis at ungauged basins Ecological Informatics Zina Souaissi, Taha B.M.J. Ouarda, André St-Hilaire
2023	Monthly stream temperatures along the Danube River: Statistical analysis and predictive modelling with incremental climate change scenarios Journal of Hydrology and Hydromechanics Pavla Pekárová, Zbyněk Bajtek, Ján Pekár, Roman Výleta, Ognjen Bonacci, Pavol Miklánek, Jörg Uwe Belz, Liudmyla Gorbachova
2023	Water Temperature Prediction Using Improved Deep Learning Methods through Reptile Search Algorithm and Weighted Mean of Vectors Optimizer Journal of Marine Science and Engineering Rana Muhammad Adnan Ikram, Reham R. Mostafa, Zhihuan Chen, Kulwinder Singh Parmar, Ozgur Kisi, Mohammad Zounemat-Kermani
2022	Temporal and spatial patterns of the river flow and water temperature relations in Poland Journal of Hydrology and Hydromechanics Dariusz Wrzesiński, Renata Graf
2022	Reconstruction of long-term water temperature indicates significant warming in Polish rivers during 1966–2020 Journal of Hydrology: Regional Studies Senlin Zhu, You Luo, Renata Graf, Dariusz Wrzesiński, Mariusz Sojka, Bowen Sun, Lingzhong Kong, Qingfeng Ji, Wenguang Luo
2022	Development and validation of machine learning models for prediction of nanomedicine solubility in supercritical solvent for advanced pharmaceutical manufacturing Journal of Molecular Liquids Wenlin Liu, Ruijuan Zhao, Xiankun Su, Abdullah Mohamed, Tazeddinova Diana
2022	GPRChinaTemp1km: a high-resolution monthly air temperature data set for China (1951–2020) based on machine learning Earth System Science Data Qian He, Ming Wang, Kai Liu, Kaiwen Li, Ziyu Jiang
2022	Possibilities of River Water Temperature Reconstruction Using Statistical Models in the Context of Long-Term Thermal Regime Changes Assessment Applied Sciences Mariusz Sojka, Mariusz Ptak
2022	Stream Temperature Predictions for River Basin Management in the Pacific Northwest and Mid-Atlantic Regions Using Machine Learning Water Helen Weierbach, Aranildo R. Lima, Jared D. Willard, Valerie C. Hendrix, Danielle S. Christianson, Michaelle Lubich, Charuleka Varadharajan
2022	Impact of climate change on river water temperature and dissolved oxygen: Indian riverine thermal regimes Scientific Reports M. Rajesh, S. Rehana
2022	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, Mariusz Sojka, Renata Graf, Jiangyu Dai, Senlin Zhu
2022	Prediction of Coastal Water Temperature Using Statistical Models Estuaries and Coasts Habiba Ferchichi, André St-Hilaire, Taha B. M. J. Ouarda, Benoît Lévesque
2022	Regional thermal analysis approach: A management tool for predicting water temperature metrics relevant for thermal fish habitat Ecological Informatics Olfa Abidi, André St-Hilaire, Taha B.M.J. Ouarda, Christian Charron, Claudine Boyer, Anik Daigle
2021	Vorhersage der Fließgewässertemperaturen in österreichischen Einzugsgebieten mittels Machine Learning-Verfahren Österreichische Wasser- und Abfallwirtschaft Moritz Feigl, Katharina Lebiedzinski, Mathew Herrnegger, Karsten Schulz
2021	Influence of the choice of stream temperature model on the projections of water temperature in rivers Journal of Hydrology Adam P. Piotrowski, Marzena Osuch, Jaroslaw J. Napiorkowski
2021	Application of Machine Learning Models to Predict Maximum Event Water Fractions in Streamflow Frontiers in Water Amir Sahraei, Alejandro Chamorro, Philipp Kraft, Lutz Breuer
2021	River ice and water temperature prediction on the Danube Hungarian Geographical Bulletin Zoltán Árpád Liptay, Szabolcs Czigány, Ervin Pirkhoffer
2021	Approaches and research needs for advancing the protection and recovery of imperilled freshwater fishes and mussels in Canada1 Canadian Journal of Fisheries and Aquatic Sciences Rowshyra A. Castañeda, Josef D. Ackerman, Lauren J. Chapman, Steven J. Cooke, Kim Cuddington, Alan J. Dextrase, Donald A. Jackson, Marten A. Koops, Martin Krkošek, Kevin K. Loftus, Nicholas E. Mandrak, André L. Martel, Péter K. Molnár, Todd J. Morris, Trevor E. Pitcher, Mark S. Poesch, Michael Power, Thomas C. Pratt, Scott M. Reid, Marco A. Rodríguez, Jordan Rosenfeld, Chris C. Wilson, David T. Zanatta, D. Andrew R. Drake
2021	Daily River Water Temperature Prediction: A Comparison between Neural Network and Stochastic Techniques Atmosphere Renata Graf, Pouya Aghelpour
2021	Prediction of land surface temperature of major coastal cities of India using bidirectional LSTM neural networks Journal of Water and Climate Change Rajesh Maddu, Abhishek Reddy Vanga, Jashwanth Kumar Sajja, Ghouse Basha, Rehana Shaik
2021	Prediction of river water temperature using machine learning algorithms: a tropical river system of India Journal of Hydroinformatics M. Rajesh, S. Rehana
2021	Development of a Multilayer Deep Neural Network Model for Predicting Hourly River Water Temperature From Meteorological Data Frontiers in Environmental Science Reza Abdi, Ashley Rust, Terri S. Hogue
2021	Machine-learning methods for stream water temperature prediction Hydrology and Earth System Sciences Moritz Feigl, Katharina Lebiedzinski, Mathew Herrnegger, Karsten Schulz
2021	Basics of Computational Geophysics Senlin Zhu, Marijana Hadzima-Nyarko, Ognjen Bonacci
2021	Predicting the Thermal Regime Change of a Regulated Snowmelt River Using a Generalised Additive Model and Analogue Reference Streams Environmental Processes Daniel Coleman, Robyn Bevitt, Ivars Reinfelds
2020	RETRACTED: Machine learning approaches for estimation of sediment settling velocity Journal of Hydrology Senlin Zhu, Bahrudin Hrnjica, Jiangyu Dai, Bellie Sivakumar
2020	Forecasting surface water temperature in lakes: A comparison of approaches Journal of Hydrology Senlin Zhu, Mariusz Ptak, Zaher Mundher Yaseen, Jiangyu Dai, Bellie Sivakumar
2020	Impact of deep learning-based dropout on shallow neural networks applied to stream temperature modelling Earth-Science Reviews Adam P. Piotrowski, Jaroslaw J. Napiorkowski, Agnieszka E. Piotrowska
2020	Paired air-water annual temperature patterns reveal hydrogeological controls on stream thermal regimes at watershed to continental scales Journal of Hydrology Zachary C. Johnson, Brittany G. Johnson, Martin A. Briggs, Warren D. Devine, Craig D. Snyder, Nathaniel P. Hitt, Danielle K. Hare, Teodora V. Minkova
2020	River/stream water temperature forecasting using artificial intelligence models: a systematic review Acta Geophysica Senlin Zhu, Adam P. Piotrowski
2020	Impacts of Hydrological Processes on Stream Temperature in a Cold Region Watershed Based on the SWAT Equilibrium Temperature Model Water Xinzhong Du, Greg Goss, Monireh Faramarzi
2020	Water temperature forecasting based on modified artificial neural network methods: Two cases of the Yangtze River Science of The Total Environment Rujian Qiu, Yuankun Wang, Dong Wang, Wenjie Qiu, Jichun Wu, Yuwei Tao
2020	Exploring and quantifying the impact of climate change on surface water temperature of a high mountain lake in Central Europe Environmental Monitoring and Assessment Senlin Zhu, Mariusz Ptak, Adam Choiński, Songbai Wu
2020	Potential of kernel and tree-based machine-learning models for estimating missing data of rainfall Engineering Applications of Computational Fluid Mechanics Mohammad Taghi Sattari, Kambiz Falsafian, Ahmet Irvem, Shahab S, Sultan Noman Qasem
2020	Modelling of daily lake surface water temperature from air temperature: Extremely randomized trees (ERT) versus Air2Water, MARS, M5Tree, RF and MLPNN Journal of Hydrology Salim Heddam, Mariusz Ptak, Senlin Zhu
2020	The effect of environmental drivers on summer spatial variability of water temperature in Polish lowland watercourses Environmental Earth Sciences Maksym Andrzej Łaszewski
2020	Forecasting of water level in multiple temperate lakes using machine learning models Journal of Hydrology Senlin Zhu, Bahrudin Hrnjica, Mariusz Ptak, Adam Choiński, Bellie Sivakumar
2019	Modeling daily water temperature for rivers: comparison between adaptive neuro-fuzzy inference systems and artificial neural networks models Environmental Science and Pollution Research Senlin Zhu, Salim Heddam, Emmanuel Karlo Nyarko, Marijana Hadzima-Nyarko, Sebastiano Piccolroaz, Shiqiang Wu
2019	Temporal and Vertical Relations between Various Environmental Factors in the Largest Lake of Łęczna-Włodawa Lake District (Eastern Poland) Water Beata Ferencz, Magdalena Toporowska, Jarosław Dawidek
2019	Forecasting river water temperature time series using a wavelet–neural network hybrid modelling approach Journal of Hydrology Renata Graf, Senlin Zhu, Bellie Sivakumar
2019	Characteristics of daily water temperature fluctuations in lake kierskie (West Poland) Quaestiones Geographicae Mariusz Ptak, Mariusz Sojka, Bogumił Nowak
2019	Assessing the performance of a suite of machine learning models for daily river water temperature prediction PeerJ Senlin Zhu, Emmanuel Karlo Nyarko, Marijana Hadzima-Nyarko, Salim Heddam, Shiqiang Wu
2019	Two hybrid data-driven models for modeling water-air temperature relationship in rivers Environmental Science and Pollution Research Senlin Zhu, Marijana Hadzima-Nyarko, Ang Gao, Fangfang Wang, Jingxiu Wu, Shiqiang Wu
2019	A multifaceted analysis of the relationship between daily temperature of river water and air Acta Geophysica Renata Graf
2019	Modelling of Maximum Daily Water Temperature for Streams: Optimally Pruned Extreme Learning Machine (OPELM) versus Radial Basis Function Neural Networks (RBFNN) Environmental Processes Senlin Zhu, Salim Heddam
2019	Relationship between Water Temperature of Polish Rivers and Large-Scale Atmospheric Circulation Water Renata Graf, Dariusz Wrzesiński
2019	Modelling the impacts of climate change on riverine thermal regimes in western Canada’s largest Pacific watershed Scientific Reports Siraj Ul Islam, Rachel W. Hay, Stephen J. Déry, Barry P. Booth
2019	Simple modifications of the nonlinear regression stream temperature model for daily data Journal of Hydrology Adam P. Piotrowski, Jaroslaw J. Napiorkowski
2019	Extreme learning machine-based prediction of daily water temperature for rivers Environmental Earth Sciences Senlin Zhu, Salim Heddam, Shiqiang Wu, Jiangyu Dai, Benyou Jia
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