selected scholarly activity
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chapters
- 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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conferences
- 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. International Joint Conference on Neural Networks. 2680-2685. 2005
- Temporal neural networks for downscaling climate variability and extremes. 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
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journal articles
- Assessment of monthly to daily streamflow disaggregation methods: A case study of the Nile River Basin. Journal of Hydrology: Regional Studies. 56:101969. 2024
- Strategic assessment of bridge susceptibility to scour. Reliability Engineering & System Safety. 251:110334-110334. 2024
- Informational analysis of the Canadian National Hydrometric program monitoring network. Canadian Water Resources Journal. 49:219-232. 2024
- Review of Climate Change Adaptation Strategies in Water Management. Journal of Hydrologic Engineering - ASCE. 29. 2024
- Review of Recent Developments in Hydrologic Forecast Merging Techniques. Water (Switzerland). 16:301-301. 2024
- 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
- Catchment classification based on a measure of the interaction between streamflow and forcing time series: insights on the use of a transfer entropy signature and comparison with benchmark attributes 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
- Exploring the potential of transfer entropy for identifying similarity of catchment dynamics 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 - (BAMS). 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 - (BAMS). 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
- 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. Nordic Hydrology. 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 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 (IJGIS). 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 (JGR): Atmospheres. 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
- Downscaling daily extreme temperatures with genetic programming. Geophysical Research Letters. 31. 2004
- Wavelet analysis of variability in annual Canadian streamflows. Water Resources Research. 40. 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
- 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.
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preprints
- Winter hydrometeorological extreme events modulated by large scale atmospheric circulation in southern Ontario 2019
- Future shift in winter streamflow modulated by internal variability of climate in southern Ontario 2019
- Evaluation of ensemble precipitation forecasts generated through postprocessing in a Canadian catchment 2017
- Does Nonstationarity in Rainfall Requires Nonstationary Intensity-Duration-Frequency Curves? 2017
- Assessment of Future Changes in Intensity-Duration-Frequency Curves for Southern Ontario using North American (NA)-CORDEX Models with Nonstationary Methods 2017
- McMaster Mesonet soil moisture dataset: description and spatio-temporal variability analysis 2012
- Comparison of data-driven methods for downscaling ensemble weather forecasts 2007