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Taha B. M. J. Ouarda

Areas of expertise

Statistical hydrometeorology , Climate-health links , Statistical models in the environment

Eau Terre Environnement Research Centre

490 de la Couronne Street
Québec City, Quebec  G1K 9A9
CANADA

See the research centre

Research interests

Professor Ouarda’s work focuses on local and regional estimation of extreme hydrological events, hydrological forecasting, design of measurement networks, analysis of the spatial and temporal variability of hydrological variables, modelling of the impact of climate change on hydrometeorological variables, homogenization of data series, modelling of uncertainties, risk, and reliability in hydrology, analysis of water resource systems, flood damage estimation, and evolution of hydrological regimes.

Professor Ouarda also develops tools to assist in the design of hydraulic structures and in statistical hydrology in northern environments, mainly concerning the influence of ice cover on the design of upstream reservoirs or forebays and the analysis of hydrological variables in northern environments in a climate change context.

Publications

Houndekindo, Freddy & Ouarda, Taha B. M. J. (2024). Prediction of hourly wind speed time series at unsampled locations using machine learning. Energy, 299: art. 131518.
DOI: 10.1016/j.energy.2024.131518

Latif, Shahid & Ouarda, Taha B. M. J. (2024). Compounded wind gusts and maximum temperature via semiparametric copula joint density modelling in the risk assessments of power blackouts and air-conditioning demands for major cities in Canada. Scientific Reports, 14 (1): Art. 15031.
DOI: 10.1038/s41598-024-65413-6

Latif, Shahid, Ouarda, Taha B. M. J., St-Hilaire, André, Souaissi, Zina et Rehana, Shaik (2024). A new nonparametric copula framework for the joint analysis of river temperature and low flow characteristics for aquatic habitat risk assessment. Journal of Hydrology, 634: Art. 131079.
DOI: 10.1016/j.jhydrol.2024.131079

López-Rebollar, Boris Miguel, Arévalo-Mejía, Ricardo, Diaz-Delgado, Carlos, Latif, Shahid & Ouarda, Taha B. M. J. (2024). Settling velocity and effective density analysis for aquaculture floc particles: An approach through bivariate parametric copula. Aquacultural Engineering, 107: Art. 102459.
DOI: 10.1016/j.aquaeng.2024.102459

Magnini, Andrea, Lombardi, Michele, Ouarda, Taha B. M. J. & Castellarin, Attilio (2024). Ai-driven morphoclimatic regional frequency modelling of sub-daily rainfall-extremes. Journal of Hydrology, 631: Art. 130808.
DOI: 10.1016/j.jhydrol.2024.130808

Ondo, Jean-Cléophas & Ouarda, Taha B. M. J. (2024). Tests de Monte Carlo de détection de rupture(s) – Application à la détection d’un changement brusque du climat. HAL Open Science, online.

Volpi, Elena, Grimaldi, Salvatore, AghaKouchak, Amir, Castellarin, Attilio, Chebana, Fateh, Papalexiou, Simon Michael, Aksoy, Hafzullah, Bárdossy, András, Cancelliere, Antonino, Chen, Yanfeng, Deidda, Roberto, Haberlandt, Uwe, Eris, Ebru, Fischer, Svenja, Francés, Felix, Kavetski, Dmitri, Rodding Kjeldsen, Thomas, Kochanek, Krzysztof, Langousis, Andreas, Mediero Orduña, Luis, Montanari, Alberto, Nerantzaki, Sofia D., Ouarda, Taha B. M. J., Prosdocimi, Ilaria, Ragno, Elesa, Rajulapati, Chandra R., Requena, Ana Isabel, Ridolfi, Elena, Sadegh, Mojtaba, Schumann, Andreas & Sharma, Ashish (2024). The legacy of STAHY: Milestones, achievements, challenges, and open problems in statistical hydrology. Hydrological Sciences Journal, online.
DOI: 10.1080/02626667.2024.2385686

Abdelkader, Mohamed, Temimi, Marouane & Ouarda, Taha B. M. J. (2023). Assessing the national water model’s streamflow estimates using a multi-decade retrospective dataset across the contiguous United States. Water, 15 (13): Art. 2319.
DOI: 10.3390/w15132319

Chapon, Antoine, Ouarda, Taha B. M. J. & Hamdi, Yasser (2023). Imputation of missing values in environmental time series by D-vine copulas. Weather and Climate Extremes, 41: Art. 100591.
DOI: 10.1016/j.wace.2023.100591

Hani, Ilias, St-Hilaire, André & Ouarda, Taha B. M. J. (2023). Machine-learning modeling of hourly potential thermal refuge area: A case study from the Sainte-Marguerite River (Quebec, Canada). River Research and Applications, 39(9): 1763-1782.
DOI: 10.1002/rra.4191

Houndekindo, Freddy & Ouarda, Taha B. M. J. (2023). A non-parametric approach for wind speed distribution mapping. Energy Conversion and Management, 296: Art. 117672.
DOI: 10.1016/j.enconman.2023.117672

Houndekindo, Freddy & Ouarda, Taha B. M. J. (2023). Comparative study of feature selection methods for wind speed 1 estimation at ungauged locations. Energy Conversion and Management, 291: Art. 117324.
DOI: 10.1016/j.enconman.2023.117324

Latif, Shahid & Ouarda, Taha B. M. J. (2023). Compounded wind gusts and maximum temperature via semiparametric copula joint density modelling in the risk assessments of power blackouts and air-conditioning demands for major cities in Canada. Research Square, ONLINE.
DOI: 10.21203/rs.3.rs-3852047/v1

Latif, Shahid, Souaissi, Zina, Ouarda, Taha B. M. J. & St-Hilaire, André (2023). Copula-based joint modelling of extreme river temperature and low flow characteristics in the risk assessment of aquatic life. Weather and Climate Extremes, ONLINE.
DOI: 10.2139/ssrn.4379752

Laz, Orpita Urmi, Rahman, Ataur, Ouarda, Taha B. M. J. & Jahan, Nasreen (2023). Stationary and non-stationary temperature-duration-frequency curves for Australia. Stochastic Environmental Research and Risk Assessment, 37: 4459-4477.
DOI: 10.21203/rs.3.rs-2778999/v1

Laz, Orpita Urmi, Rahman, Ataur & Ouarda, Taha B. M. J. (2023). Compound heatwave and drought hotspots and their trends in Southeast Australia. Natural Hazards, 19: 357-386.
DOI: 10.1007/s11069-023-06115-6

Lee, Taesam, Ouarda, Taha B. M. J. & Seidou, Ousmane (2023). Characterizing and forecasting climate indices using time series models. Theoretical and Applied Climatology, 152: 455-471.
DOI: 10.1007/s00704-023-04434-z

Lee, Taesam & Ouarda, Taha B. M. J. (2023). Randomized block nonparametric temporal disaggregation of hydrological variables RB-NPD (version1.0) – model development. Geoscientific Model Development Discussion, ONLINE.
DOI: 10.5194/gmd-2022-274

Lee, Taesam & Ouarda, Taha B. M. J. (2023). Trends, shifting, or oscillations? Stochastic modeling of nonstationary time series for future water-related risk management. Earth’s Future, 11 (7): Art. e2022EF003049.
DOI: 10.1029/2022EF003049

Pan, Xiao, Rahman, Ataur, Haddad, Khaled, Ouarda, Taha B. M. J. & Sharma, Ashish (2023). Regional flood frequency analysis based on peaks-over-threshold approach: A case study for South-Eastern Australia. Journal of Hydrology: Regional Studies, 47: Art. 101407.
DOI: 10.1016/j.ejrh.2023.101407

Pan, Xiao, Yildirim, Gokhan, Rahman, Ataur, Haddad, Khaled & Ouarda, Taha B. M. J. (2023). Peaks-over-threshold-based regional flood frequency analysis using regularised linear models. Water, 15 (21): Art. 3808.
DOI: 10.3390/w15213808

Pinheiro, Enzo & Ouarda, Taha B. M. J. (2023). Short-lead seasonal precipitation forecast in northeastern Brazil using an ensemble of artificial neural networks. Scientific Reports, 13: Art. 20429.
DOI: 10.1038/s41598-023-47841-y

Saint Criq, Laurie, Gaume, Éric, Hamdi, Yasser & Ouarda, Taha B. M. J. (2023). Extreme skew surge estimation combining systematic skew surges and historical record sea levels on the English Channel and North Sea coasts. Journal of Flood Risk Management, ONLINE.
DOI: 10.1111/jfr3.12862

Souaissi, Zina, Ouarda, Taha B. M. J. & St-Hilaire, André (2023). Non-parametric, semi-parametric, and machine learning models for river temperature frequency analysis at ungauged basins. Ecological Informatics, 75: Art. 102107.
DOI: 10.1016/j.ecoinf.2023.102107

Souaissi, Zina, Ouarda, Taha B. M. J. & St-Hilaire, André (2023). Regional thermal index model for river temperature frequency analysis in ungauged basins. Environmental Modelling & Software, 164: Art. 105709.
DOI: 10.1016/j.envsoft.2023.105709

Souaissi, Zina, Ouarda, Taha B. M. J., St-Hilaire, André & Ouali, Dhouha (2023). Regional frequency analysis of stream temperature at ungauged sites using non-linear canonical correlation analysis and generalized additive models. Environmental Modelling & Software, 163: Art. 105682.
DOI: 10.1016/j.envsoft.2023.105682

Tsvetkova, Olga & Ouarda, Taha B. M. J. (2023). Use of the Halphen distribution family for mean wind speed estimation with application to Eastern Canada. Energy Conversion and Management, 276: Art. 116502.
DOI: 10.1016/j.enconman.2022.116502

Abidi, Olfa, St-Hilaire, André, Ouarda, Taha B. M. J., Charron, Christian, Boyer, Claudine & Daigle, Anik (2022). Regional thermal analysis approach: A management tool for predicting water temperature metrics relevant for thermal fish habitat. Ecological Informatics, 70: Art. 101692.
DOI: 10.1016/j.ecoinf.2022.101692

Dubos, Véronique, Hani, Ilias, Ouarda, Taha B. M. J. & St-Hilaire, André (2022). Short-term forecasting of spring freshet peak flow with the Generalized Additive model. Journal of Hydrology, 612 (Part A): Art. 128089.
DOI: 10.1016/j.jhydrol.2022.128089

Ferchichi, Habiba, St-Hilaire, André, Ouarda, Taha B. M. J. & Lévesque, Benoît (2022). Prediction of coastal water temperature using statistical models. Estuaries and Coasts, 45: 1909-1927.
DOI: 10.1007/s12237-022-01070-0

Kishore, Pangaluru, Basha, Ghouse, Ratnam, Madineni Venkat, AghaKouchak, Amir, Sun, Qiaohong, Velicogna, Isabella & Ouarda, Taha B. M. J. (2022). Anthropogenic influence on the changing risk of heat waves over India. Scientific Reports, 12 (1): Art. 3337.
DOI: 10.1038/s41598-022-07373-3

Masselot, Pierre, Ouarda, Taha B. M. J., Charron, Christian, Campagna, Céline, Lavigne, Éric, St-Hilaire, André, Chebana, Fateh, Valois, Pierre & Gosselin, Pierre (2022). Heat-related mortality prediction using low-frequency climate oscillation indices: Case studies of the cities of Montréal and Québec, Canada. Environmental Epidemiology, 6: Art. e206.
DOI: 10.1097/EE9.0000000000000206

Masselot, Pierre, Chebana, Fateh, Ouarda, Taha B. M. J., Bélanger, Diane & Gosselin, Pierre (2022). Data-enhancement strategies in weather-related health studies. Environmental Research and Public Health, 19 (2): Art. 906.
DOI: 10.3390/ijerph19020906

Masselot, Pierre, Chebana, Fateh, Campagna, Céline, Lavigne, Éric, Ouarda, Taha B. M. J. & Gosselin, Pierre (2022). Constrained groupwise additive index models. Biostatistics,
DOI: 10.1093/biostatistics/kxac023

Morabbi, Ali, Bouziane, Ahmed, Seidou, Ousmane, Habitou, Nabil, Ouazar, Driss, Ouarda, Taha B. M. J., Charron, Christian, Hasnaoui, Moulay Driss, Benrhanem, Mounia & Sittichok, Ketvara (2022). A multiple changepoint approach to hydrological regions delineation. Journal of Hydrology, 604: Art. 127118.
DOI: 10.1016/j.jhydrol.2021.127118

Msilini, Amina, Ouarda, Taha B. M. J. & Masselot, Pierre (2022). Evaluation of additional physiographical variables characterising drainage network systems in regional frequency analysis, a Quebec watersheds case-study. Stochastic Environmental Research and Risk Assessment, 36 (2): 331-351.
DOI: 10.1007/s00477-021-02109-7

Msilini, Amina, Charron, Christian, Ouarda, Taha B. M. J. & Masselot, Pierre (2022). Flood frequency analysis at ungauged catchments with the GAM and MARS approaches in the Montreal region, Canada. Canadian Water Resources Journal / Revue canadienne des ressources hydriques, 47 (2-3): 111-121.
DOI: 10.1080/07011784.2022.2044385

Ouarda, Taha B. M. J., Charron, Christian & St-Hilaire, André (2022). Regional estimation of river water temperature at ungauged locations. Journal of Hydrology X, 17: Art. 100133.
DOI: 10.1016/j.hydroa.2022.100133

Pan, Xiao, Rahman, Ataur, Haddad, Khaled & Ouarda, Taha B. M. J. (2022). Peaks-over-threshold model in flood frequency analysis: a scoping review. Stochastic Environmental Research and Risk Assessment, 36: 2419-2435.
DOI: 10.1007/s00477-022-02174-6

Saadi, El Mahdi, Msilini, Amina, Charron, Christian, St-Hilaire, André & Ouarda, Taha B. M. J. (2022). Estimation of the area of potential thermal refuges using generalized additive models and multivariate adaptive regression splines: A case study from the Ste-Marguerite River. River Research and Applications, 38 (1): 23-35.
DOI: 10.1002/rra.3886

Saint Criq, Laurie, Gaume, Éric, Hamdi, Yasser & Ouarda, Taha B. M. J. (2022). Extreme sea level estimation combining systematic observed skew surges and historical record sea levels. Water Resources Research, 58 (3): Art. e2021WR030873.
DOI: 10.1029/2021WR030873

Al Yammahi, Aishah, Marpu, Prashanth Reddy & Ouarda, Taha B. M. J. (2021). Modeling directional distributions of wind data in the United Arab Emirates at different elevations. Arabian Journal of Geosciences, 14 (9): Art. 774.
DOI: 10.1007/s12517-021-06864-3

Alobaidi, Mohannad H., Ouarda, Taha B. M. J., Marpu, Prashanth Reddy & Chebana, Fateh (2021). Diversity-driven ANN-based ensemble framework for seasonal low-flow analysis at ungauged sites. Advances in Water Resources, 147: Art. 103814.
DOI: 10.1016/j.advwatres.2020.103814

Bahmani, Ramin & Ouarda, Taha B. M. J. (2021). Groundwater level modeling with hybrid artificial intelligence techniques. Journal of Hydrology, 595: Art. 125659.
DOI: 10.1016/j.jhydrol.2020.125659

Charron, Christian, St-Hilaire, André, Ouarda, Taha B. M. J. & van den Heuvel, Michael R. (2021). Water temperature and hydrological modelling in the context of environmental flows and future climate change: Case study of the Wilmot River (Canada). Water, 13 (15): Art. 2101.
DOI: 10.3390/w13152101

Chebana, Fateh & Ouarda, Taha B. M. J. (2021). Multivariate non-stationary hydrological frequency analysis. Journal of Hydrology, 593: Art. 125907.
DOI: 10.1016/j.jhydrol.2020.125907

Desai, Shitanshu & Ouarda, Taha B. M. J. (2021). Regional hydrological frequency analysis at ungauged sites with random forest regression. Journal of Hydrology, 594: Art. 125861.
DOI: 10.1016/j.jhydrol.2020.125861

Ferchichi, Habiba, St-Hilaire, André, Ouarda, Taha B. M. J. & Lévesque, Benoît (2021). Impact of the future coastal water temperature scenarios on the risk of potential growth of pathogenic Vibrio marine bacteria. Estuarine, Coastal Shelf Science, 250: Art. 107094.
DOI: 10.1016/j.ecss.2020.107094

Hamdi, Yasser, Charron, Christian & Ouarda, Taha B. M. J. (2021). A non-stationary heat spell frequency, intensity, and duration model for France, integrating teleconnection patterns and climate change. Atmosphere, 12 (11): Art. 1387.
DOI: 10.3390/atmos12111387

Issa, Mahamat Abdelkerim, Chebana, Fateh, Masselot, Pierre, Campagna, Céline, Lavigne, Éric, Gosselin, Pierre & Ouarda, Taha B. M. J. (2021). A heat-health watch and warning system with extended season and evolving thresholds. BMC Public Health, 21: Art. 1479.
DOI: 10.1186/s12889-021-10982-8

Jung, Kichul, Ouarda, Taha B. M. J. & Marpu, Prashanth Reddy (2021). On the value of river network information in regional frequency analysis. Journal of Hydrometeorology, 22 (1): 201-216.
DOI: 10.1175/JHM-D-20-0053.1

Lee, Taesam, Ouarda, Taha B. M. J. & Seidou, Ousmane (2021). Characterizing and forecasting climate indices using time series models. Theoretical and Applied Climatology, ONLINE.
DOI: 10.21203/rs.3.rs-280240/v1

Masselot, Pierre, Chebana, Fateh, Campagna, Céline, Lavigne, Éric, Ouarda, Taha B. M. J. & Gosselin, Pierre (2021). Machine learning approaches to identify thresholds in a heat-health warning system context. Journal of the Royal Statistical Society Serie A: Statistics in Society, 184 (4): 1326-1346.
DOI: 10.1111/rssa.12745

Ouarda, Taha B. M. J. & Charron, Christian (2021). Non-stationary statistical modelling of wind speed: A case study in eastern Canada. Energy Conversion and Management, 236: Art. 114028.
DOI: 10.1016/j.enconman.2021.114028

Ouarda, Taha B. M. J., Charron, Christian, Mahdi, Smail & Yousef, Latifa A. (2021). Climate teleconnections, interannual variability, and evolution of the rainfall regime in a tropical Caribbean island: case study of Barbados. Theoretical and Applied Climatology, 145 (1-2): 619-638.
DOI: 10.1007/s00704-021-03653-6

Soltani, Keyvan, Azari, Arash, Zeynoddin, Mohammad, Amiri, Afshin, Ebtehaj, Isa, Ouarda, Taha B. M. J., Gharabaghi, Bahram & Bonakdari, Hossein (2021). Lake surface area forecasting using integrated Satellite-SARIMA-Long-Short-Term memory model. Soft Computing, ONLINE.
DOI: 10.21203/rs.3.rs-631247/v1

Souaissi, Zina, Ouarda, Taha B. M. J. & St-Hilaire, André (2021). River water temperature quantiles as thermal stress indicators: Case study in Switzerland. Ecological Indicators, 131: Art. 108234.
DOI: 10.1016/j.ecolind.2021.108234

Tsvetkova, Olga & Ouarda, Taha B. M. J. (2021). A review of sensitivity analysis practices in wind resource assessment. Energy Conversion and Management, 238: Art. 114112.
DOI: 10.1016/j.enconman.2021.114112

Bahmani, Ramin; Solgi, Abazar & Ouarda, Taha B. M. J. (2020). Groundwater level simulation using gene expression programming and M5 model tree combined with wavelet transform. Hydrol. Sci. J.J. Flood Risk Manage., 65 (8): 1430-1442.
DOI: 10.1080/02626667.2020.1749762

Ben Alaya, Mohammed Ali; Ternynck, Camille S.; Dabo-Niang, Sophie; Chebana, Fateh & Ouarda, Taha B. M. J. (2020). Change point detection of flood events using a functional data framework. Adv. Water Resour., 137: Art. 103522.
DOI: 10.1016/j.advwatres.2020.103522

Han, Xudong; Ouarda, Taha B. M. J.; Rahman, Ataur; Haddad, Khaled; Mehrotra, Rajeshwar & Sharma, Ashish (2020). A network approach for delineating homogeneous regions in regional flood frequency analysis. Water Resour. Res., 56 (3): Art. e2019WR025910.
DOI: 10.1029/2019WR025910

Msilini, Amina; Masselot, Pierre & Ouarda, Taha B. M. J. (2020). Regional frequencya analysis at ungauged sites with multivariate adaptive regression splines. J. Hydrometeorol., 21 (12): 2777-2792.
DOI: 10.1175/JHM-D-19-0213.1

Ouarda, Taha B. M. J.; Charron, Christian & St-Hilaire, André (2020). Uncertainty of stationary and nonstationary models for rainfall frequency analysis. Int. J. Climatol., 40 (4): 2373-2392.
DOI: 10.1002/joc.6339

Phanikumar, Devulapalli Venkata; Basha, Ghouse; Venkat Ratnam, M.; Kumar, Kondapalli Niranjan; Ouarda, Taha B. M. J. & Pangaluru, Kishore (2020). Assessment of particulate matter concentration and gaseous pollutants in urban and rural regions over the Emirate of Abu Dhabi, UAE. J. Atmos. Sol.-Terr. Phy., 199: Art. 105217.
DOI: 10.1016/j.jastp.2020.105217

Rocio Gonzalez, Sanchez; Seliger, Roman; Fahl, Fernando; De Felice, Luca; Ouarda, Taha B. M. J. & Farinosi, Fabio (2020). Freshwater use of the energy sector in Africa. Appl. Ener., 270: Art. 115171.
DOI: 10.1016/j.apenergy.2020.115171

Woldesellasse, Haile; Marpu, Prashanth Reddy & Ouarda, Taha B. M. J. (2020). Long-term forecasting of wind speed in the UAE using nonlinear canonical correlation analysis (NLCCA). Arabian J. Geosci., 13 (18): Art. 962.
DOI: 10.1007/s12517-020-05981-9

Yan, Bixun; Chebana, Fateh; Masselot, Pierre; Campagna, Céline; Gosselin, Pierre; Ouarda, Taha B. M. J. & Lavigne, Éric (2020). A cold-health watch and warning system, applied to the province of Quebec (Canada). Sci. Total Environ., 741: Art. 140188.
DOI: 10.1016/j.scitotenv.2020.140188

Zounemat-Kermani, Mohammad; Ramezani-Charmahineh, Abdollah; Razavi, Reza; Alizamir, Meysam & Ouarda, Taha B. M. J. (2020). Machine learning and water economy: a new approach to predicting dams water sales Revenue. Water Resour. Manage., 34: 1893-1911.
DOI: 10.1007/s11269-020-02529-0

Basha, Ghouse; Ratnam, Madineni Venkat; Kumar, Kondapalli Niranjan; Ouarda, Taha B. M. J.; Kishore, Pangaluru & Velicogna, Isabella (2019). Long-term variation of dust episodes over the United Arab EmiratesJ. Atmos. Sol.-Terr. Phy., 187: 33-39.
DOI: 10.1016/j.jastp.2019.03.006

Curceac, Stelian; Ternynck, Camille S.; Ouarda, Taha B. M. J.; Chebana, Fateh & Niang, Sophie Dabo (2019). Short-term air temperature forecasting using Nonparametric Functional Data Analysis and SARMA modelsEnviron. Model. Soft., 111: 394-408.
DOI: 10.1016/j.envsoft.2018.09.017

Fathian, Farshad; Fakheri-Fard, Ahmad; Ouarda, Taha B. M. J.; Dinpashoh, Yagob & Mousavi Nadoushani, S. Saeid (2019). Multiple streamflow time series modeling using VAR-MGARCH approachStoch. Environ. Res. Risk Asses., 33 (2): 407-425.
DOI: 10.1007/s00477-019-01651-9

Fathian, Farshad; Fard, Ahmad Fakheri; Ouarda, Taha B. M. J.; Dinpashoh, Yagob & Nadoushani, S. S. Mousavi (2019). Modeling streamflow time series using nonlinear SETAR-GARCH modelsJ. Hydrol., 573: 82-97.
DOI: 10.1016/j.jhydrol.2019.03.072

Kumar, Kondapalli Niranjan; Phanikumar, Devulapalli Venkata; Sharma, S.; Basha, Ghouse; Naja, Manish; Ouarda, Taha B. M. J.; Ratnam, Madineni Venkat & Kumar, Kishore K. (2019). Influence of tropical-extratropical interactions on the dynamics of extreme rainfall event: A case study from Indian regionDynam. Atmosph. Oceans, 85: 28-40.
DOI: 10.1016/j.dynatmoce.2018.12.002

Lee, Taesam & Ouarda, Taha B. M. J. (2019). Multivariate nonstationary oscillation simulation of climate indices with empirical mode decompositionWater Resour. Res., 55 (6): 5033-5052.
DOI: 10.1029/2018WR023892

Masselot, Pierre; Chebana, Fateh; Lavigne, Éric; Campagna, Céline; Gosselin, Pierre & Ouarda, Taha B. M. J. (2019). Toward an improved air pollution warning system in QuebecInt. J. Environ. Res. Public Health, 16 (12): Art. 2095.
DOI: 10.3390/ijerph16122095

Ouarda, T. B. M. J.; Yousef, Latifa A. & Charron, Christian (2019). Non-stationary Intensity-Duration-Frequency curves integrating information concerning teleconnections and climate changeInt. J. Climatol., 39 (4): 2306-2323.
DOI: 10.1002/joc.5953

Ouarda, Taha B. M. J. & Charron, Christian (2019). Changes in the distribution of hydro-climatic extremes in a non-stationary frameworkScientific Reports, 9: Art. 8104.
DOI: 10.1038/s41598-019-44603-7

Ouarda, Taha B. M. J.; Charron, Christian; Kumar, Kondapalli Niranjan; Phanikumar, Devulapalli Venkata; Molini, Annalisa & Basha, Ghouse (2019). Nonstationary warm spell frequency analysis integrating climate variability and change with application to the Middle EastClim. Dynam., 53 (9-10): 5329-5347.
DOI: 10.1007/s00382-019-04866-2

Tsvetkova, Olga & Ouarda, Taha B. M. J. (2019). Quasi-Monte Carlo technique in global sensitivity analysis of wind resource assessment with a study on UAEJ. Renew. Sustain. Energy, 11 (5): Art. 053303.
DOI: 10.1063/1.5120035

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