selected scholarly activity
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chapters
- Identification of Membrane Fouling in a Full-Scale Water Treatment Plant Using Data Analytics. Lecture Notes in Civil Engineering. 145-159. 2024
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conferences
- CLIMATE DOWNSCALING AND HYDROLOGICAL IMPACT ASSESSMENT BASED ON LONG SHORT-TERM MEMORY NEURAL NETWORKS. 18th Annual Meeting of the Asia Oceania Geosciences Society. 115-116. 2022
- An Ontology-Based Semantic Model of Mid-Winter Breakup of Ice Cover on Canadian Rivers. IAHR International Symposium on Ice. 2022
- Using machine learning techniques for influent flow forecasting at water resource reclamation facilities. Weftec 2019 92nd Annual Water Environment Federation S Technical Exhibition and Conference. 3820-3825. 2019
- A stochastic modeling approach for risk management of water resources systems. Proceedings Annual Conference Canadian Society for Civil Engineering. 73-74. 2017
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journal articles
- Assessment of bias correction methods for high resolution daily precipitation projections with CMIP6 models: A Canadian case study. Journal of Hydrology: Regional Studies. 58. 2025
- Evapotranspiration Estimation with the Budyko Framework for Canadian Watersheds. Hydrology. 11. 2024
- Presence, transmission, and management of the SARS-CoV-2 in wastewater: a brief review. International Journal of Environmental Science and Technology. 21:9719-9742. 2024
- Predicting membrane cleaning effectiveness in a full-scale water treatment plant using an artificial neural network model. Journal of Water Process Engineering. 66. 2024
- Deep learning for cross-region streamflow and flood forecasting at a global scale. The Innovation. 5:100617-100617. 2024
- Genetic programming expressions for effluent quality prediction: Towards AI-driven monitoring and management of wastewater treatment plants. Journal of Environmental Management. 356:120510-120510. 2024
- A closer look at Toronto's water quality control design criteria for bioretention cells. Canadian Journal of Civil Engineering. 51:1-10. 2024
- A hybrid ontology‐based semantic and machine learning model for the prediction of spring breakup. Computer-Aided Civil and Infrastructure Engineering. 39:264-280. 2024
- A power storage system planning model for the Wolfe Island wind farm. Transactions of the Canadian Society for Mechanical Engineering. 47:551-561. 2023
- Online machine learning for stream wastewater influent flow rate prediction under unprecedented emergencies. Frontiers of Environmental Science and Engineering. 17. 2023
- Dam System and Reservoir Operational Safety: A Meta-Research. Water (Switzerland). 15:3427-3427. 2023
- Evaluation of bias correction techniques for generating high-resolution daily temperature projections from CMIP6 models. Climate Dynamics. 61:3893-3910. 2023
- Unraveling the impact of COVID-19 lockdowns on Canadian municipal sewage. Environmental Science: Water Research and Technology. 9:2213-2218. 2023
- Dynamic Resilience Quantification of Hydropower Infrastructure in Multihazard Environments. Journal of Infrastructure Systems. 29. 2023
- Evaluation of Data-Driven Methods for Hydrological Modeling: A Case Study of the Etobicoke Creek Watershed. Journal of Environmental Informatics Letters. 9:70-77. 2023
- MoS2 grown on hollow carbon nanospheres as photoanode for improved photoelectrocatalytic degradation of Bisphenol A. Journal of Cleaner Production. 404:136929-136929. 2023
- Arbitrary polynomial chaos expansion for uncertainty analysis of the one-dimensional hindered-compression continuous settling model. Journal of Water Process Engineering. 52:103489-103489. 2023
- The prediction of mid-winter and spring breakups of ice cover on Canadian rivers using a hybrid ontology-based and machine learning model. Environmental Modelling & Software. 160:105577-105577. 2023
- Hydrological Response to Climate and Land Use Changes in the Dry–Warm Valley of the Upper Yangtze River. Engineering. 19:24-39. 2022
- Prediction of bisphenol A contamination in Canadian municipal wastewater. Journal of Water Process Engineering. 50:103304-103304. 2022
- Changes of vegetational cover and the induced impacts on hydrological processes under climate change for a high-diversity watershed of south China. Journal of Environmental Management. 322:115963-115963. 2022
- Membrane fouling prediction and uncertainty analysis using machine learning: A wastewater treatment plant case study. Journal of Membrane Science. 660:120817-120817. 2022
- Global water availability and its distribution under the Coupled Model Intercomparison Project Phase Six scenarios. International Journal of Climatology. 42:5748-5767. 2022
- Effects of a cascade reservoir system on runoff and sediment yields in a River Basin of southwestern China. Ecological Engineering. 179:106616-106616. 2022
- Machine-learning approach for predicting the occurrence and timing of mid-winter ice breakups on canadian rivers. Environmental Modelling & Software. 152:105402-105402. 2022
- Multi-step ahead prediction of hourly influent characteristics for wastewater treatment plants: a case study from North America. Environmental Monitoring and Assessment. 194:389. 2022
- Assessing and predicting the severity of mid-winter breakups based on Canada-wide river ice data. Journal of Hydrology. 607:127550-127550. 2022
- Assessing uncertainty propagation in hybrid models for daily streamflow simulation based on arbitrary polynomial chaos expansion. Advances in Water Resources. 160:104110-104110. 2022
- Real-time prediction of river chloride concentration using ensemble learning. Environmental Pollution. 291:118116-118116. 2021
- A hybrid ensemble modelling framework for the prediction of breakup ice jams on Northern Canadian Rivers. Cold Regions Science and Technology. 189:103302-103302. 2021
- Data-driven interval credibility constrained quadratic programming model for water quality management under uncertainty. Journal of Environmental Management. 293:112791-112791. 2021
- Inexact Credibility-Constrained Programming Approach for Electricity Planning in Ontario, Canada. Journal of Energy Engineering - ASCE. 147. 2021
- Seeking More Cost-Efficient Design Criteria for Infiltration Trenches. Journal of Sustainable Water in the Built Environment. 7. 2021
- Uncertainty Analysis for Hydrological Models With Interdependent Parameters: An Improved Polynomial Chaos Expansion Approach. Water Resources Research. 57. 2021
- A cloud-based dual-objective nonlinear programming model for irrigation water allocation in Northwest China. Journal of Cleaner Production. 308:127330-127330. 2021
- A fuzzy dependent-chance interval multi-objective stochastic expected value programming approach for irrigation water resources management under uncertainty. Desalination and Water Treatment. 212:17-30. 2021
- Efficient and Economical Allocation of Irrigation Water under a Changing Environment: a Stochastic Multi‐Objective Nonlinear Programming Model*. Irrigation and Drainage. 70:103-116. 2021
- Simulation-based interval chance-constrained quadratic programming model for water quality management: A case study of the central Grand River in Ontario, Canada. Environmental Research. 192:110206-110206. 2021
- An approach for runoff and sediment nexus analysis under multi-flow conditions in a hyper-concentrated sediment river, Southwest China. Journal of Contaminant Hydrology. 235:103702-103702. 2020
- Propagation of parameter uncertainty in SWAT: A probabilistic forecasting method based on polynomial chaos expansion and machine learning. Journal of Hydrology. 586:124854-124854. 2020
- Performance of statistical and machine learning ensembles for daily temperature downscaling. Theoretical and Applied Climatology. 140:571-588. 2020
- A risk-based fuzzy boundary interval two-stage stochastic water resources management programming approach under uncertainty. Journal of Hydrology. 582:124553-124553. 2020
- Development of an interval quadratic programming water quality management model and its solution algorithms. Journal of Cleaner Production. 249:119319-119319. 2020
- Hybrid Hydrological Data-Driven Approach for Daily Streamflow Forecasting. Journal of Hydrologic Engineering - ASCE. 25. 2020
- A random forest model for inflow prediction at wastewater treatment plants. Stochastic Environmental Research and Risk Assessment. 33:1781-1792. 2019
- Prediction of Long-Term Near-Surface Temperature Based on NA-CORDEX Output. Journal of Environmental Informatics Letters. 2:10-18. 2019
- Predictive models for wastewater flow forecasting based on time series analysis and artificial neural network. Water Science and Technology. 80:243-253. 2019
- A Fuzzy Gradient Chance-Constrained Evacuation Model for Managing Risks of Nuclear Power Plants under Multiple Uncertainties. Journal of Environmental Informatics. 33:129-138. 2019
- Short-Term Wastewater Influent Prediction Based on Random Forests and Multi-Layer Perceptron. Journal of Environmental Informatics Letters. 1:87-93. 2019
- A Price-Forecast-Based Irrigation Scheduling Optimization Model under the Response of Fruit Quality and Price to Water. Sustainability. 11:2124-2124. 2019
- Influent Forecasting for Wastewater Treatment Plants in North America. Sustainability. 11:1764-1764. 2019
- Future projections of temperature changes in Ottawa, Canada through stepwise clustered downscaling of multiple GCMs under RCPs. Climate Dynamics. 52:3455-3470. 2019
- A sustainable water-food-energy plan to confront climatic and socioeconomic changes using simulation-optimization approach. Applied Energy. 236:743-759. 2019
- A price-forecast-based irrigation scheduling optimization model under the response of fruit quality and price to water. Sustainability. 11. 2019
- Diagnostic Evaluation and Uncertainty Quantification of Earth and Environmental Systems Models. Mathematical Problems in Engineering. 2018:1-2. 2018
- Hydrologic Impacts of Ensemble-RCM-Projected Climate Changes in the Athabasca River Basin, Canada. Journal of Hydrometeorology. 19:1953-1971. 2018
- Performance of multi-model ensembles for the simulation of temperature variability over Ontario, Canada. Environmental Earth Sciences. 77. 2018
- A Sustainable Land Utilization Pattern for Confirming Integrity of Economic and Ecological Objectives under Uncertainties. Sustainability. 10:1307-1307. 2018
- Future changes of temperature and heat waves in Ontario, Canada. Theoretical and Applied Climatology. 132:1029-1038. 2018
- Seismic risk assessment of reinforced masonry structural wall systems using multivariate data analysis. Engineering structures. 144:58-72. 2017
- A two-stage fuzzy chance-constrained water management model. Environmental Science and Pollution Research. 24:12437-12454. 2017
- Development of PCA-based cluster quantile regression (PCA-CQR) framework for streamflow prediction: Application to the Xiangxi river watershed, China. Applied Soft Computing. 51:280-293. 2017
- A developed fuzzy-stochastic optimization for coordinating human activity and eco-environmental protection in a regional wetland ecosystem under uncertainties. Ecological Engineering. 97:207-230. 2016
- Parameter uncertainty and temporal dynamics of sensitivity for hydrologic models: A hybrid sequential data assimilation and probabilistic collocation method. Environmental Modelling & Software. 86:30-49. 2016
- Groundwater level prediction using a SOM-aided stepwise cluster inference model. Journal of Environmental Management. 182:308-321. 2016
- Probabilistic Prediction for Monthly Streamflow through Coupling Stepwise Cluster Analysis and Quantile Regression Methods. Water Resources Management. 30:5313-5331. 2016
- Factorial fuzzy programming for planning water resources management systems. Journal of Environmental Planning and Management. 59:1855-1872. 2016
- A factorial dual-objective rural environmental management model. Journal of Cleaner Production. 124:204-216. 2016
- Impacts of future climate change on river discharge based on hydrological inference: A case study of the Grand River Watershed in Ontario, Canada. Science of the Total Environment. 548-549:198-210. 2016
- Hydrologic risk analysis in the Yangtze River basin through coupling Gaussian mixtures into copulas. Advances in Water Resources. 88:170-185. 2016
- Nonstationary desertification dynamics of desert oasis under climate change and human interference. Journal of Geophysical Research (JGR): Atmospheres. 120. 2015
- Inexact Optimization Model for Supporting Waste-Load Allocation in the Xiangxi River Basin of the Three Gorges Reservoir Region, China. Journal of Computing in Civil Engineering. 29. 2015
- A fractional factorial probabilistic collocation method for uncertainty propagation of hydrologic model parameters in a reduced dimensional space. Journal of Hydrology. 529:1129-1146. 2015
- Development of a Stepwise-Clustered Hydrological Inference Model. Journal of Hydrologic Engineering - ASCE. 20. 2015
- Ensemble Projections of Regional Climatic Changes over Ontario, Canada. Journal of Climate. 28:7327-7346. 2015
- Hydrologic Risk Analysis for Nonstationary Streamflow Records under Uncertainty. Journal of Environmental Informatics. 26:41-51. 2015
- A stepwise-cluster forecasting approach for monthly streamflows based on climate teleconnections. Stochastic Environmental Research and Risk Assessment. 29:1557-1569. 2015
- Chance-constrained overland flow modeling for improving conceptual distributed hydrologic simulations based on scaling representation of sub-daily rainfall variability. Science of the Total Environment. 524-525:8-22. 2015
- Critical factors and their effects on product maturity in food waste composting. Environmental Monitoring and Assessment. 187:217. 2015
- Comparison of interpolation methods for estimating spatial distribution of precipitation in Ontario, Canada. International Journal of Climatology. 34:3745-3751. 2014
- Heterogeneous Precipitation and Streamflow Trends in the Xiangxi River Watershed, 1961–2010. Journal of Hydrologic Engineering - ASCE. 19:1247-1258. 2014
- Bayesian uncertainty analysis in hydrological modeling associated with watershed subdivision level: a case study of SLURP model applied to the Xiangxi River watershed, China. Stochastic Environmental Research and Risk Assessment. 28:973-989. 2014
- Effects of watershed subdivision level on semi-distributed hydrological simulations: case study of the SLURP model applied to the Xiangxi River watershed, China. Hydrological Sciences Journal. 59:108-125. 2014
- Watershed modeling using arc hydro based on DEMs: a case study in Jackpine watershed. Environmental Systems Research. 3:11-11. 2014
- A stepwise cluster analysis approach for downscaled climate projection – A Canadian case study. Environmental Modelling & Software. 49:141-151. 2013
- Optimal Land Use Management for Soil Erosion Control by Using an Interval-Parameter Fuzzy Two-Stage Stochastic Programming Approach. Environmental Management. 52:621-638. 2013
- Inexact two-stage stochastic credibility constrained programming for water quality management. Resources, Conservation and Recycling. 73:122-132. 2013
- An Inventory-Theory-Based Inexact Multistage Stochastic Programming Model for Water Resources Management. Mathematical Problems in Engineering. 2013:1-15. 2013
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preprints