selected scholarly activity
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academic article
- Forecasting High-Flow Discharges in a Flashy Catchment Using Multiple Precipitation Estimates as Predictors in Machine Learning Models. Hydrology. 9:216-216. 2022
- Probabilistic Forecasts of Flood Inundation Maps Using Surrogate Models. Geosciences (Switzerland). 12:426-426. 2022
- Similarity of catchment dynamics based on the interaction between streamflow and forcing time series: Use of a transfer entropy signature. Journal of Hydrology. 614:128555-128555. 2022
- Data-Driven Community Flood Resilience Prediction. Water (Switzerland). 14:2120-2120. 2022
- Hybrid Surrogate Model for Timely Prediction of Flash Flood Inundation Maps Caused by Rapid River Overflow. Forecasting. 4:126-148. 2022
- Assessing Entropy-based Bayesian Model Averaging Method for Probabilistic Precipitation Forecasting. Journal of Hydrometeorology. 23:421-440. 2022
- HUP‐BMA: An Integration of Hydrologic Uncertainty Processor and Bayesian Model Averaging for Streamflow Forecasting. Water Resources Research. 57. 2021
- Community Flood Resilience Categorization Framework. International Journal of Disaster Risk Reduction. 61:102349-102349. 2021
- A temporal downscaling approach for sub-daily gridded extreme rainfall intensity estimation under climate change. Journal of Hydrology: Regional Studies. 35:100811-100811. 2021
- Assessing Climatic Drivers of Spring Mean and Annual Maximum Flows in Western Canadian River Basins. Water (Switzerland). 13:1617-1617. 2021
- Use of Radar Quantitative Precipitation Estimates (QPEs) for Improved Hydrological Model Calibration and Flood Forecasting. Journal of Hydrometeorology. 22:2033-2053. 2021
- A deep learning model for predicting climate-induced disasters. Natural Hazards. 107:1009-1034. 2021
- Understanding Uncertainty in Probabilistic Floodplain Mapping in the Time of Climate Change. Water (Switzerland). 13:1248-1248. 2021
- Application of weather Radar for operational hydrology in Canada – a review. Canadian Water Resources Journal. 46:17-37. 2021
- Technical guidelines for future intensity–duration–frequency curve estimation in Canada. Canadian Water Resources Journal. 46:87-104. 2021
- Integration of hydrological models with entropy and multi-objective optimization based methods for designing specific needs streamflow monitoring networks. Journal of Hydrology. 593:125876-125876. 2021
- Identification of Combined Hydrological Models and Numerical Weather Predictions for Enhanced Flood Forecasting in a Semiurban Watershed. Journal of Hydrologic Engineering - ASCE. 26. 2021
- Introducing entropy-based Bayesian model averaging for streamflow forecast. Journal of Hydrology. 591:125577-125577. 2020
- Evaluating the Dependence between Temperature and Precipitation to Better Estimate the Risks of Concurrent Extreme Weather Events. Advances in Meteorology. 2020:1-16. 2020
- Revisiting flood peak distributions: A pan-Canadian investigation. Advances in Water Resources. 145:103720-103720. 2020
- Inter-comparison of lumped hydrological models in data-scarce watersheds using different precipitation forcing data sets: Case study of Northern Ontario, Canada. Journal of Hydrology: Regional Studies. 31:100730-100730. 2020
- Evaluation of Radar Quantitative Precipitation Estimates (QPEs) as an Input of Hydrological Models for Hydrometeorological Applications. Journal of Hydrometeorology. 21:1847-1864. 2020
- Soil moisture assimilation in urban watersheds: A method to identify the limiting imperviousness threshold based on watershed characteristics. Journal of Hydrology. 587:124958-124958. 2020
- Future shift in winter streamflow modulated by the internal variability of climate in southern Ontario. Hydrology and Earth System Sciences. 24:3077-3096. 2020
- Flood Inundation Mapping in an Ungauged Basin. Water (Switzerland). 12:1532-1532. 2020
- Evaluation of Radar-Gauge Merging Techniques to Be Used in Operational Flood Forecasting in Urban Watersheds. Water (Switzerland). 12:1494-1494. 2020
- Evaluation of Snowmelt Estimation Techniques for Enhanced Spring Peak Flow Prediction. Water (Switzerland). 12:1290-1290. 2020
- Winter hydrometeorological extreme events modulated by large-scale atmospheric circulation in southern Ontario. Earth System Dynamics. 11:301-318. 2020
- Convenient Access to Archived Predictions: Canada’s CaSPAr Platform. Bulletin of the American Meteorological Society. 101:233-236. 2020
- The Canadian Surface Prediction Archive (CaSPAr): A Platform to Enhance Environmental Modeling in Canada and Globally. Bulletin of the American Meteorological Society. 101:E341-E356. 2020
- Identification of hydrological models for operational flood forecasting in St. John’s, Newfoundland, Canada. Journal of Hydrology: Regional Studies. 27:100646-100646. 2020
- Recent Advances in Real-Time Pluvial Flash Flood Forecasting. Water (Switzerland). 12:570-570. 2020
- Climate indices to characterize climatic changes across southern Canada. Meteorological Applications. 27. 2020
- An extension of data assimilation into the short-term hydrologic forecast for improved prediction reliability. Advances in Water Resources. 134:103443-103443. 2019
- Atmospheric circulation amplifies shift of winter streamflow in southern Ontario. Journal of Hydrology. 578:124051-124051. 2019
- Identification of Hydrological Models for Enhanced Ensemble Reservoir Inflow Forecasting in a Large Complex Prairie Watershed. Water (Switzerland). 11:2201-2201. 2019
- Evaluation and bias correction of SNODAS snow water equivalent (SWE) for streamflow simulation in eastern Canadian basins. Hydrological Sciences Journal. 64:1541-1555. 2019
- Estimates of gridded relative changes in 24-h extreme rainfall intensities based on pooled frequency analysis. Journal of Hydrology. 577:123940-123940. 2019
- Introducing the Ensemble-Based Dual Entropy and Multiobjective Optimization for Hydrometric Network Design Problems: EnDEMO. Entropy. 21:947-947. 2019
- Assessing Hydrologic Uncertainty Processor Performance for Flood Forecasting in a Semiurban Watershed. Journal of Hydrologic Engineering - ASCE. 24. 2019
- Inter-Comparison of Different Bayesian Model Averaging Modifications in Streamflow Simulation. Water (Switzerland). 11:1707-1707. 2019
- Pooled frequency analysis for intensity–duration–frequency curve estimation. Hydrological Processes. 33:2080-2094. 2019
- An overview of river flood forecasting procedures in Canadian watersheds. Canadian Water Resources Journal. 44:213-229. 2019
- Probabilistic Flood Forecasting Using Hydrologic Uncertainty Processor with Ensemble Weather Forecasts. Journal of Hydrometeorology. 20:1379-1398. 2019
- Projected Changes in the Frequency of Peak Flows along the Athabasca River: Sensitivity of Results to Statistical Methods of Analysis. Climate. 7:88-88. 2019
- Assessment of future changes in intensity-duration-frequency curves for Southern Ontario using North American (NA)-CORDEX models with nonstationary methods. Journal of Hydrology: Regional Studies. 22:100587-100587. 2019
- Impact of model structure on the accuracy of hydrological modeling of a Canadian Prairie watershed. Journal of Hydrology: Regional Studies. 21:40-56. 2019
- Assessing the Importance of Potholes in the Canadian Prairie Region under Future Climate Change Scenarios. Water (Switzerland). 10:1657-1657. 2018
- Multi-Model Approaches for Improving Seasonal Ensemble Streamflow Prediction Scheme with Various Statistical Post-Processing Techniques in the Canadian Prairie Region. Water (Switzerland). 10:1604-1604. 2018
- Assimilation of near-real time data products into models of an urban basin. Journal of Hydrology. 563:51-64. 2018
- Event-based model calibration approaches for selecting representative distributed parameters in semi-urban watersheds. Advances in Water Resources. 118:12-27. 2018
- Application of SNODAS and hydrologic models to enhance entropy-based snow monitoring network design. Journal of Hydrology. 561:688-701. 2018
- Conservation planning as an adaptive strategy for climate change and groundwater depletion in Wadi El Natrun, Egypt. Hydrogeology Journal. 26:689-703. 2018
- Evaluation of ensemble precipitation forecasts generated through post-processing in a Canadian catchment. Hydrology and Earth System Sciences. 22:1957-1969. 2018
- Assessing Spatial Scale Effects on Hydrometric Network Design Using Entropy and Multi-objective Methods. Journal of the American Water Resources Association. 54:275-286. 2018
- Analysis of the Performance of Base Flow Separation Methods Using Chemistry and Statistics in Sudano-Sahelian Watershed, Burkina Faso. Hydrology: Current Research. 09:1-11. 2018
- Does nonstationarity in rainfall require nonstationary intensity–duration–frequency curves?. Hydrology and Earth System Sciences. 21:6461-6483. 2017
- Hydrometric network design using dual entropy multi-objective optimization in the Ottawa River Basin. Hydrology Research. 48:1639-1651. 2017
- Entropy Applications to Water Monitoring Network Design: A Review. Entropy. 19:613-613. 2017
- Historical Spatial and Temporal Climate Trends in Southern Ontario, Canada. Journal of Applied Meteorology Journal of Applied Meteorology and Climatology. 56:2767-2787. 2017
- Variability of Future Extreme Rainfall Statistics: Comparison of Multiple IDF Projections. Journal of Hydrologic Engineering - ASCE. 22. 2017
- Bayesian flood forecasting methods: A review. Journal of Hydrology. 551:340-351. 2017
- Information theory-based decision support system for integrated design of multivariable hydrometric networks. Water Resources Research. 53:6239-6259. 2017
- Sensitivity of Entropy Method to Time Series Length in Hydrometric Network Design. Journal of Hydrologic Engineering - ASCE. 22. 2017
- Estimating Root Zone Soil Moisture at Continental Scale Using Neural Networks. Journal of the American Water Resources Association. 53:220-237. 2017
- An evaluation of regionalization and watershed classification schemes for continuous daily streamflow prediction in ungauged watersheds. Canadian Water Resources Journal. 42:2-20. 2017
- Improving streamflow estimation in ungauged basins using a multi-modelling approach. Hydrological Sciences Journal. 61:2668-2679. 2016
- Entropy based groundwater monitoring network design considering spatial distribution of annual recharge. Advances in Water Resources. 96:108-119. 2016
- Application of SMOS Soil Moisture and Brightness Temperature at High Resolution With a Bias Correction Operator. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 9:1590-1605. 2016
- Spatially constrained clustering of ecological units to facilitate the design of integrated water monitoring networks in the St. Lawrence Basin. International Journal of Geographical Information Science International Journal of Geographical Information Systems. 30:390-404. 2016
- Regional climate change trends and uncertainty analysis using extreme indices: A case study of Hamilton, Canada. Climate Risk Management. 13:43-63. 2016
- Hydrometric network design using streamflow signatures and indicators of hydrologic alteration. Journal of Hydrology. 529:1350-1359. 2015
- Reducing multiplicative bias of satellite soil moisture retrievals. Remote Sensing of Environment. 165:109-122. 2015
- Potential of bias correction for downscaling passive microwave and soil moisture data. Journal of Geophysical Research. 120:6460-6479. 2015
- Design of an Optimal Soil Moisture Monitoring Network Using SMOS Retrieved Soil Moisture. IEEE Transactions on Geoscience and Remote Sensing. 53:3950-3959. 2015
- Improved Spring Peak-Flow Forecasting Using Ensemble Meteorological Predictions. Journal of Hydrologic Engineering - ASCE. 20. 2015
- Modeling the impacts of dryland agricultural reclamation on groundwater resources in Northern Egypt using sparse data. Journal of Hydrology. 520:420-438. 2015
- Variability in Canadian Seasonal Streamflow Information and Its Implication for Hydrometric Network Design. Journal of Hydrologic Engineering - ASCE. 19. 2014
- Synthesis review on groundwater discharge to surface water in the Great Lakes Basin. Journal of Great Lakes Research. 40:247-256. 2014
- Assessing model state and forecasts variation in hydrologic data assimilation. Journal of Hydrology. 513:127-141. 2014
- Root-zone soil moisture estimation using data-driven methods. Water Resources Research. 50:2946-2962. 2014
- Examining differences in streamflow estimation for gauged and ungauged catchments using evolutionary data assimilation. Journal of Hydroinformatics. 16:392-406. 2014
- Comparison of Interpolation, Statistical, and Data-Driven Methods for Imputation of Missing Values in a Distributed Soil Moisture Dataset. Journal of Hydrologic Engineering - ASCE. 19:26-43. 2014
- Integration of an evolutionary algorithm into the ensemble Kalman filter and the particle filter for hydrologic data assimilation. Journal of Hydroinformatics. 16:74-94. 2014
- CRDEMO: Combined regionalization and dual entropy-multiobjective optimization for hydrometric network design. Water Resources Research. 49:8070-8089. 2013
- Evaluating forecasting performance for data assimilation methods: The ensemble Kalman filter, the particle filter, and the evolutionary-based assimilation. Advances in Water Resources. 60:47-63. 2013
- Streamflow Prediction in Ungauged Basins: Review of Regionalization Methods. Journal of Hydrologic Engineering - ASCE. 18:958-975. 2013
- Classification of Ontario watersheds based on physical attributes and streamflow series. Journal of Hydrology. 493:81-94. 2013
- Evaluation of Canadian National Hydrometric Network density based on WMO 2008 standards. Canadian Water Resources Journal. 38:159-167. 2013
- Evolutionary assimilation of streamflow in distributed hydrologic modeling using in-situ soil moisture data. Advances in Water Resources. 53:231-241. 2013
- Advances in soil moisture retrieval from synthetic aperture radar and hydrological applications. Journal of Hydrology. 476:460-489. 2013
- McMaster Mesonet soil moisture dataset: description and spatio-temporal variability analysis. Hydrology and Earth System Sciences. 17:1589-1606. 2013
- Integration of evolutionary based assimilation into Kalman-type methods for streamflow simulations in ungauged watersheds. Journal of Hydrology. 475:428-440. 2012
- Two decades of anarchy? Emerging themes and outstanding challenges for neural network river forecasting. Progress in Physical Geography. 36:480-513. 2012
- Identification of rainfall-runoff model for improved baseflow estimation in ungauged basins. Hydrological Processes. 26:356-366. 2012
- Evaluation of future flow variability in ungauged basins: Validation of combined methods. Advances in Water Resources. 35:121-140. 2012
- Downscaling Ensemble Weather Predictions for Improved Week-2 Hydrologic Forecasting. Journal of Hydrometeorology. 12:1564-1580. 2011
- Assessing the Need for Downscaling RCM Data for Hydrologic Impact Study. Journal of Hydrologic Engineering - ASCE. 16:534-539. 2011
- Estimation of Continuous Streamflow in Ontario Ungauged Basins: Comparison of Regionalization Methods. Journal of Hydrologic Engineering - ASCE. 16:447-459. 2011
- Distributed modelling of future changes in hydrological processes of Spencer Creek watershed. Hydrological Processes. 25:1254-1270. 2011
- Evaluation of statistical methods for infilling missing values in high-resolution soil moisture data. Journal of Hydrology. 400:95-102. 2011
- Assessing Hydrologic Impact of Climate Change with Uncertainty Estimates: Bayesian Neural Network Approach. Journal of Hydrometeorology. 11:482-495. 2010
- Reservoir Computing approach to Great Lakes water level forecasting. Journal of Hydrology. 381:76-88. 2010
- Hydrometric network evaluation for Canadian watersheds. Journal of Hydrology. 380:420-437. 2010
- Ground-level ozone forecasting using data-driven methods. Air Quality, Atmosphere and Health. 2:179-193. 2009
- 2009 Special Issue of the Journal of Hydroinformatics on Advances in Hydroinformatics. Journal of Hydroinformatics. 11:165-165. 2009
- Developments in hydrometric network design: A review. Reviews of Geophysics. 47. 2009
- Preface: 2009 Special issue of the journal of Hydroinformatics on advances in hydroinformatics. Journal of Hydroinformatics. 11:165. 2009
- Ground-level ozone forecasting using data-driven methods. Air Quality, Atmosphere and Health. 1:179-193. 2008
- Improving groundwater level forecasting with a feedforward neural network and linearly regressed projected precipitation. Journal of Hydroinformatics. 10:317-330. 2008
- TDNN with logical values for hydrologic modeling in a cold and snowy climate. Journal of Hydroinformatics. 10:289-300. 2008
- Comparison of data-driven methods for downscaling ensemble weather forecasts. Hydrology and Earth System Sciences. 12:615-624. 2008
- Validation of hydrological models for climate scenario simulation: the case of Saguenay watershed in Quebec. Hydrological Processes. 21:3123-3135. 2007
- Comparison of neural network methods for infilling missing daily weather records. Journal of Hydrology. 341:27-41. 2007
- Spatial and temporal variability of Canadian seasonal precipitation (1900–2000). Advances in Water Resources. 29:1846-1865. 2006
- Uncertainty analysis of statistical downscaling methods using Canadian Global Climate Model predictors. Hydrological Processes. 20:3085-3104. 2006
- Bayesian neural network for rainfall-runoff modeling. Water Resources Research. 42. 2006
- Application of Support Vector Machine in Lake Water Level Prediction. Journal of Hydrologic Engineering - ASCE. 11:199-205. 2006
- Temporal neural networks for downscaling climate variability and extremes. Neural Networks. 19:135-144. 2006
- Uncertainty analysis of statistical downscaling methods. Journal of Hydrology. 319:357-382. 2006
- Downscaling Precipitation and Temperature with Temporal Neural Networks. Journal of Hydrometeorology. 6:483-496. 2005
- Groundwater level forecasting using artificial neural networks. Journal of Hydrology. 309:229-240. 2005
- Hydrologic impact of climate change in the Saguenay watershed: comparison of downscaling methods and hydrologic models. Journal of Hydrology. 307:145-163. 2005
- Nonstationary hydrological time series forecasting using nonlinear dynamic methods. Journal of Hydrology. 307:164-174. 2005
- Improving Daily Reservoir Inflow Forecasts with Model Combination. Journal of Hydrologic Engineering - ASCE. 10:91-99. 2005
- Improving daily reservoir inflow forecasts with model combination. Journal of Hydrologic Engineering - ASCE. 10:91-99. 2005
- Artificial neural network modeling of apoptosis in gammairradiated human lymphocytes. International Journal of Radiation Biology. 81:827-840. 2005
- Spatial and Temporal Variability of Canadian Seasonal Streamflows. Journal of Climate. 18:191-210. 2005
- Wavelet analysis of variability in annual Canadian streamflows. Water Resources Research. 40. 2004
- Downscaling daily extreme temperatures with genetic programming. Geophysical Research Letters. 31. 2004
- Wavelet Analysis of the Interannual Variability in Southern Québec Streamflow. Journal of Climate. 17:163-173. 2004
- Impact of meteorological predictions on real-time spring flow forecasting. Hydrological Processes. 17:3791-3801. 2003
- Multivariate Reservoir Inflow Forecasting Using Temporal Neural Networks. Journal of Hydrologic Engineering - ASCE. 6:367-376. 2001
- Improving extreme hydrologic events forecasting using a new criterion for artificial neural network selection. Hydrological Processes. 15:1533-1536. 2001
- Artificial neural network modeling of water table depth fluctuations. Water Resources Research. 37:885-896. 2001
- A recurrent neural networks approach using indices of low-frequency climatic variability to forecast regional annual runoff. Hydrological Processes. 14:2755-2777. 2000
- Daily reservoir inflow forecasting using artificial neural networks with stopped training approach. Journal of Hydrology. 230:244-257. 2000
- Prévision hydrologique par réseaux de neurones artificiels : état de l'art. Canadian Journal of Civil Engineering. 26:293-304. 1999
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chapter
- ASSESSING THE IMPACT OF METEOROLOGICAL PREDICTIONS ON STREAMFLOW FORECASTING USING ANN. 1417-1424. 2004
- DOWNSCALING GLOBAL CLIMATE MODEL OUTPUTS TO STUDY THE HYDROLOGIC IMPACT OF CLIMATE CHANGE PART I: CALIBRATION AND VALIDATION OF DOWNSCALING MODELS. 1441-1448. 2004
- DOWNSCALING GLOBAL CLIMATE MODEL OUTPUTS TO STUDY THE HYDROLOGIC IMPACT OF CLIMATE CHANGE PART II: SCENARIO SIMULATION AND HYDROLOGIC MODELING. 1449-1456. 2004
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conference paper
- Community Resilience Classification Under Climate Change Challenges. Lecture Notes in Civil Engineering. 227-237. 2023
- Assessing the Effect of Streamflow Estimation at Potential Station Locations In Entropy-Based Hydrometric Network Design. EPiC Series in Engineering. 1048-1040. 2018
- Data-based disaggregation of SMOS soil moisture. 2014 IEEE Geoscience and Remote Sensing Symposium. 2014
- Design of an optimum soil moisture monitoring network using SMOS. 2014 IEEE Geoscience and Remote Sensing Symposium. 2014
- Recent advances in data-driven modeling of remote sensing applications in hydrology. Journal of Hydroinformatics. 194-201. 2009
- Multi-model approach to hydrologic impact of climate change. FROM HEADWATERS TO THE OCEAN: HYDROLOGICAL CHANGES AND WATERSHED MANAGEMENT. 249-+. 2009
- Dynamic Neural Networks for Nonstationary Hydrological Time Series Modeling. PRACTICAL HYDROINFORMATICS: COMPUTATIONAL INTELLIGENCE AND TECHNOLOGICAL DEVELOPMENTS IN WATER APPLICATIONS. 71-85. 2008
- Seasonal reservoir inflow forecasting with low-frequency climatic indices: a comparison of data-driven methods. Hydrological Sciences Journal. 508-522. 2007
- Streamflow forecasting with uncertainty estimate using Bayesian learning for ANN. IEEE International Conference on Neural Networks - Conference Proceedings. 2680-2685. 2005
- Temporal neural networks for downscaling climate variability and extremes. Proceedings of International Joint Conference on Neural Networks. 1636-1641. 2005
- A power factor controller for three-phase PWM rectifiers and shunt active power filters. 10TH INTERNATIONAL CONFERENCE ON HARMONICS AND QUALITY OF POWER, VOLS I AND II, PROCEEDINGS. 626-631. 2002
- A three-phase PWM rectifier with active filtering function. POWERCON 2002: INTERNATIONAL CONFERENCE ON POWER SYSTEM TECHNOLOGY, VOLS 1-4, PROCEEDINGS. 485-490. 2002
- A recurrent neural networks approach using indices of low‐frequency climatic variability to forecast regional annual runoff. Hydrological Processes. 2755-2777. 2000
- Neural Network-Based Long-Term Hydropower Forecasting System. Computer-Aided Civil and Infrastructure Engineering. 355-364. 2000
- Real-time short-term natural water inflows forecasting using recurrent neural networks. IEEE International Conference on Neural Networks - Conference Proceedings. 3802-3805. 1999