selected scholarly activity
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academic article
- 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. Theorectical 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. 25:04019063-04019063. 2020
- Efficient and Economical Allocation of Irrigation Water under a Changing Environment: a Stochastic Multi‐Objective Nonlinear Programming Model. Irrigation and Drainage. 2020
- A random forest model for inflow prediction at wastewater treatment plants. Stochastic Environmental Research and Risk Assessment. 33:1781-1792. 2019
- Predictive models for wastewater flow forecasting based on time series analysis and artificial neural network. Water Science and Technology Progress in Water 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
- 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 price-forecast-based irrigation scheduling optimization model under the response of fruit quality and price to water. Sustainability. 11. 2019
- 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. Theorectical 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 and Software. 86:30-49. 2016
- Groundwater level prediction using a SOM-aided stepwise cluster inference model. Advances in Environmental Research 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: Atmospheres Journal of Geophysical Research: 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. 29:04014093-04014093. 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. 20:04015008-04015008. 2015
- Ensemble Projections of Regional Climatic Changes over Ontario, Canada. Journal of Climate. 28:7327-7346. 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 and 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