Taha B. M. J. Ouarda

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 Emirates. J. 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 models. Environ. 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 approach. Stoch. 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 models. J. 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 region. Dynam. 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 decomposition. Water 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 Quebec. Int. 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 change. Int. 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 framework. Scientific 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 East. Clim. 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 UAE. J. Renew. Sustain. Energy, 11 (5): Art. 053303.
DOI: 10.1063/1.5120035

Ben Alaya, Mohammed Ali; Ouarda, Taha B. M. J. & Chebana, Fateh (2018). Non-Gaussian spatiotemporal simulation of multisite daily precipitation: downscaling framework. Clim. Dynam., 50 (1-2): 1-15.
DOI: 10.1007/s00382-017-3578-0

Ben-Romdhane, Haïfa; Al-Musallami Mohamed; Marpu, Prashanth Reddy; Ouarda, Taha B. M. J. & Ghedira, Hosni (2018). Change detection using remote sensing in a reef environment of the UAE during the extreme event of El Niño 2015-2016. Int. J. Remote Sens., 39 (19): 6358-6382.
DOI: 10.1080/01431161.2018.1460502

Bin Ashoor, Badr; Giwa, Adewale; Hassan, Shadi W.; Ouarda, T. B. M. J. & Mhamdi, Adel (2018). Multivariable statistical analysis for enhancing performance indicators in direct contact membrane distillation. Desalin. Water Treat., 113: 45-56.
DOI: 10.5004/dwt.2018.22295

Lee, Taesam & Ouarda, Taha B. M. J. (2018). Conditional stochastic simulation model for spatial downscaling for assessing the effects of climate change on hydro-meteorological variables. Climatic Change, 150 (3-4): 163-180.
DOI: 10.1007/s10584-018-2276-1

Liosis, Nikolaos; Marpu, Prashanth Reddy; Pavlopoulos, Kosmas & Ouarda, Taha B. M. J. (2018). Ground subsidence monitoring with SAR interferometry techniques in the rural area of Al Wagan, UAE. Remote Sens. Environ., 216: 276-288.
DOI: 10.1016/j.rse.2018.07.001

Masselot, Pierre; Chebana, Fateh; Bélanger, Diane; St-Hilaire, André; Abdous, Belkacem; Gosselin, Pierre & Ouarda, T. B. M. J. (2018). Aggregating the response in time series regression models, applied to weather-related cardiovascular mortality. Sci. Total Environ., 628-629: 217-225.
DOI: 10.1016/j.scitotenv.2018.02.014

Masselot, Pierre; Chebana, Fateh; Ouarda, Taha B. M. J.; Bélanger, Diane; St-Hilaire, André & Gosselin, Pierre (2018). A new look at weather-related health impacts through functional regression. Scientific Reports, 8: Art. 15241.
DOI: 10.1038/s41598-018-33626-1

Masselot, Pierre; Chebana, Fateh; St-Hilaire, André; Belkacem, Abdous; Gosselin, Pierre & Ouarda, Taha B. M. J. (2018). EMD-regression for modelling multi-scale relationships, and application to weather-related cardiovascular mortality. Sci. Total Environ., 612: 1018-1029.
DOI: 10.1016/j.scitotenv.2017.08.276

Ouarda, Taha B. M. J. & Charron, Christian (2018). On the mixture of wind speed distribution in a Nordic region. Energ. Convers. Manage., 174: 33-44.
DOI: 10.1016/j.enconman.2018.08.007

Ouarda, Taha B. M. J. & Charron, Christian (2018). Nonstationary Temperature-Duration-Frequency curves. Scientific Reports, 8: Art. 15493.
DOI: 10.1038/s41598-018-33974-y

Ouarda, Taha B. M. J.; Charron, Christian; Hundecha, Yeshewatesfa; St-Hilaire, André & Chebana, Fateh (2018). Introduction of the GAM model for regional low-flow frequency analysis at ungauged basins and comparison with commonly used approaches. Environ. Model. Soft., 109: 256-271.
DOI: 10.1016/j.envsoft.2018.08.031

Rahman, A.; Charron, Christian; Ouarda, Taha B. M. J. & Chebana, Fateh (2018). Development of regional flood frequency analysis techniques using generalized additive models for Australia. Stoch. Environ. Res. Risk Asses., 32 (1): 123-139.
DOI: 10.1007/s00477-017-1384-1

Requena, Ana I.; Chebana, Fateh & Ouarda, Taha B. M. J. (2018). A functional framework for flow-duration-curve and daily streamflow estimation at ungauged sites. Adv. Water Resour., 113: 328-340.
DOI: 10.1016/j.advwatres.2018.01.019

Requena, Ana I.; Ouarda, Taha B. M. J. & Chebana, Fateh (2018). Low-flow frequency analysis at ungauged sites based on regionally estimated streamflows. J. Hydrol., 563: 523-532.
DOI: 10.1016/j.jhydrol.2018.06.016

Thiombiano, Alida Nadège; St-Hilaire, André; El Adlouni, Salah-Eddine & Ouarda, Taha B. M. J. (2018). Nonlinear response of precipitation to climate indices using a non-stationary Poisson-generalized Pareto model: case study of southeastern Canada. Int. J. Climatol., 38 (S1): e875-e888.
DOI: 10.1002/joc.5415

Abdi, Amin; Hassanzadeh, Yousef & Ouarda, Taha B. M. J. (2017). Regional frequency analysis using growing neural gas network. J. Hydrol., 550: 92-102.
DOI: 10.1016/j.jhydrol.2017.04.047

Abdi, Amin; Hassanzadeh, Yousef; Talatahari, Siamak; Fakheri-Fard, Ahmad; Mirabbasi, Rasoul & Ouarda, Taha B. M. J. (2017). Multivariate regional frequency analysis: Two new methods to increase the accuracy of measures. Adv. Water Resour., 107: 290-300.
DOI: 10.1016/j.advwatres.2017.07.006

Basha, Ghouse; Kishore, Pangaluru; Ratnam, Madineni Venkat; Jayaraman, A.; Kouchak, Amir Agha; Ouarda, Taha B. M. J. & Velicogna, Isabella (2017). Historical and projected surface temperature over India during the 20th and 21st century. Scientific Reports, 7: Art. 2987.
DOI: 10.1038/s41598-017-02130-3

Ben Alaya, Mohammed Ali; Chebana, Fateh & Ouarda, Taha B. M. J. (2017). Multivariate missing data in hydrology – Review and applications. Adv. Water Resour., 110: 299-309.
DOI: 10.1016/j.advwatres.2017.10.002

Chebana, Fateh; Ben Aissia, M. A. & Ouarda, Taha B. M. J. (2017). Multivariate shift testing for hydrological variables, review, comparison and application. J. Hydrol., 548: 88-103.
DOI: 10.1016/j.jhydrol.2017.02.033

Jung, Kichul; Marpu, Prashanth R. & Ouarda, Taha B. M. J. (2017). Impact of river network type on the time of concentration. Arabian J. Geosci., 10 (24): Art. 546.
DOI: 10.1007/s12517-017-3323-3

Jung, Kichul & Ouarda, Taha B. M. J. (2017). Classification of drainage network types in the arid and semi-arid regions of Arizona and California. J. Arid Environ., 144: 60-73.
DOI: 10.1016/j.jaridenv.2017.04.013

Kumar, Kondapalli Niranjan; Molini, Annalisa; Ouarda, Taha B. M. J. & Rajeevan, Madhavan Nair (2017). North Atlantic controls on wintertime warm extremes and aridification trends in the Middle East. Scientific Reports, 7: Art. 12301.
DOI: 10.1038/s41598-017-12430-3

Lee, Teasam; Ouarda, Taha B. M. J. & Yoon, Sunkwon (2017). KNN-based local linear regression for the analysis and simulation of low flow extremes under climatic influence. Clim. Dynam., 49 (9-10): 3493-3511.
DOI: 10.1007/s00382-017-3525-0

Loutatidou, Savvina; Liosis, Nikos; Pohl, Robert; Ouarda, Taha B. M. J. & Arafat, Hassan A. (2017). Wind-powered desalination for strategic water storage: Techno-economic assessment of concept. Desalination, 408: 36-51.
DOI: 10.1016/j.desal.2017.01.002

Masselot, Pierre; Chebana, Fateh & Ouarda, Taha B. M. J. (2017). Fast and direct nonparametric procedures in the L-moment homogeneity test. Stoch. Environ. Res. Risk Asses., 31 (2): 509-522.
DOI: 10.1007/s00477-016-1248-0

Naizghi, Mussie Seyoum & Ouarda, Taha B. M. J. (2017). Teleconnections and analysis of long-term wind speed variability in the UAE. Int. J. Climatol., 37 (1): 230-248.
DOI: 10.1002/joc.4700

Nasri, Bouchra; Bouezmarni, Taoufik; St-Hilaire, André & Ouarda, Taha B. M. J. (2017). Non-stationary hydrologic frequency analysis using B-spline quantile regression. J. Hydrol., 554: 532-544.
DOI: 10.1016/j.jhydrol.2017.09.035

Ouali, Dhouha; Chebana, Fateh & Ouarda, Taha B. M. J. (2017). Fully nonlinear statistical and machine learning approaches for hydrological frequency estimation at ungauged sites. J. Adv. Model. Earth Syst., 9 (2): 1292-1306.
DOI: 10.1002/2016MS000830

Requena, Ana I.; Chebana, Fateh & Ouarda, Taha B. M. J. (2017). Heterogeneity measures in hydrological studies: review and new developments. Hydrol. Earth Syst. Sci., 21 (3): 1651-1668.
DOI: 10.5194/hess-21-1651-2017

Requena, Ana I.; Ouarda, Taha B. M. J. & Chebana, Fateh (2017). Flood frequency analysis at ungauged sites based on regionally estimated streamflows. J. Hydrometeorol., 18 (9): 2521-2539.
DOI: 10.1175/JHM-D-16-0143.1

Thiombiano, Alida Nadège; El Adlouni, Salah-Eddine; St-Hilaire, André; Ouarda, Taha B. M. J. & El Jabi, Nassir (2017). Nonstationary frequency analysis of extreme daily precipitation amounts in Southeastern Canada using a peaks-over-threshold approach. Theor. Appl. Climatol., 129 (1-2): 413-426.
DOI: 10.1007/s00704-016-1789-7

Ben Alaya, Mohammed Ali; Chebana, Fateh & Ouarda, T. B. M. J. (2016). Multisite and multivariable statistical downscaling using a Gaussian copula quantile regression model. Clim. Dynam., 47 (5-6): 1383-1397.
DOI: 10.1007/s00382-015-2908-3

Durocher, Martin; Chebana, Fateh & Ouarda, Taha B. M. J. (2016). On the prediction of extreme flood quantiles at ungauged locations with spatial copula. J. Hydrol., 533: 523-532.
DOI: 10.1016/j.jhydrol.2015.12.029

Durocher, Mathieu; Chebana, Fateh & Ouarda, Taha B. M. J. (2016). Delineation of homogenous regions using hydrological variables predicted by projection pursuit regression. Hydrol. Earth Syst. Sci., 20 (12): 4717-4729.
DOI: 10.5194/hess-20-4717-2016

Durocher, Mathieu; Lee, Tae Sam; Ouarda, Taha B. M. J. & Chebana, Fateh (2016). Hybrid signal detection approach for hydro-meteorological variables combining EMD and cross-wavelet analysis. Int. J. Climatol., 36 (4): 1600-1613.
DOI: 10.1002/joc.4444

Gonzalez, Rocio; Ouarda, Taha B. M. J.; Marpu, Prashanth R.; Allam, Mariam M.; Eltahir, Elfatih A. B. & Pearson, Simon (2016). Water budget analysis in arid regions, application to the United Arab Emirates. Water, 8 (9): Art. 415.
DOI: 10.3390/w8090415

Joshi, Deepti; St-Hilaire, André; Ouarda, Taha B. M. J.; Daigle, Anik & Thiémonge, Nathalie (2016). Comparison of direct statistical and indirect statistical-deterministic frameworks in downscaling river low-flow indices. Hydrol. Sci. J., 61 (11): 1996-2010.
DOI: 10.1080/02626667.2014.966719

Kishore, Pangaluru; Basha, Ghouse; Venkat Ratnam, M.; Velicogna, Isabella; Ouarda, Taha B. M. J. & Narayana Rao, D. (2016). Evaluating CMIP5 models using GPS radio occultation COSMIC temperature in UTLS region during 2006-2013: twenty-first century projection and trends. Clim. Dynam., 47 (9-10): 3253-3270.
DOI: 10.1007/s00382-016-3024-8

Kishore, Pangaluru; Velicogna, Isabella; Ratnam, Madineni Venkat; Basha, Ghouse; Ouarda, Taha B. M. J.; Namboothiri, S. P.; Jiang, Jonathan H.; Sutterley, Tyler Clark; Madhavi, G. N. & Rao, S. Vijaya Bhaskara (2016). Sudden stratospheric warmings observed in the last decade by satellite measurements. Remote Sens. Environ., 184: 263-275.
DOI: 10.1016/j.rse.2016.07.008

Masselot, Pierre; Dabo-Niang, Sophie; Chebana, Fateh & Ouarda, Taha B. M. J. (2016). Streamflow forecasting using functional regression. J. Hydrol., 538: 754-766.
DOI: 10.1016/j.jhydrol.2016.04.048

Nasri, Bouchra; Tramblay, Yves; El Adlouni, Salaheddine; Hertig, Elke & Ouarda, Taha B. M. J. (2016). Atmospheric predictors for annual maximum precipitation in North Africa. J. Appl. Meteorol. Clim., 55 (4): 1063-1076.
DOI: 10.1175/JAMC-D-14-0122.1

Niranjan Kumar, K.; Phanikumar, Devulapalli Venkata; Ouarda, Taha B. M. J.; Rajeevan, Madhavan N.; Naja, Manish & Shukla, Krishna Kumar (2016). Modulation of surface meteorological parameters by extratropical planetary-scale Rossby waves. Ann. Geophys., 34 (1): 123-132.
DOI: 10.5194/angeo-34-123-2016

Niranjan Kumar, Kondapalli; Ouarda, Taha B. M. J.; Sandeep, Sukumaran & Ajayamohan, R. S. (2016). Wintertime precipitation variability over the Arabian Peninsula and its relationship with ENSO in the CAM4 simulations. Clim. Dynam., 47 (7-8): 2443-2454.
DOI: 10.1007/s00382-016-2973-2

Ouali, Dhouha; Chebana, Fateh & Ouarda, Taha B. M. J. (2016). Quantile regression in regional frequency analysis: a better exploitation of the available information. J. Hydrometeorol., 17 (6): 1869-1883.
DOI: 10.1175/JHM-D-15-0187.1

Ouali, Dhouha; Chebana, Fateh & Ouarda, Taha B. M. J. (2016). Non-linear canonical correlation analysis in regional frequency analysis. Stoch. Environ. Res. Risk Asses., 30 (2): 449-462.
DOI: 10.1007/s00477-015-1092-7

Ouarda, Taha B. M. J.; Charron, Christian & Chebana, Fateh (2016). Review of criteria for the selection of probability distributions for wind speed data and introduction of the moment and L-moment ratio diagram methods, with a case study. Energ. Convers. Manage., 124: 247-265.
DOI: 10.1016/j.enconman.2016.07.012

Ouarda, Taha B. M. J.; Charron, Christian; Marpu, Prashanth R. & Chebana, Fateh (2016). The generalized additive model for the assessment of the direct, diffuse, and global solar irradiances using SEVIRI images, with application to the UAE. IEEE J. Sel. Top. Appl. Earth Observ. Remote Sens., 9 (4): 1553-1566.
DOI: 10.1109/JSTARS.2016.2522764

Shin, Ju-Young; Ouarda, Taha B. M. J. & Lee, Taesam (2016). Heterogeneous mixture distributions for modeling wind speed, application to the UAE. Renew. Energ., 91: 40-52.
DOI: 10.1016/j.renene.2016.01.041

Ternynck, Camille S.; Ben Alaya, Mohammed Ali; Chebana, Fateh; Dabo-Niang, Sophie & Ouarda, Taha B. M. J. (2016). Streamflow hydrograph classification using functional data analysis. J. Hydrometeorol., 17: 327-344.
DOI: 10.1175/JHM-D-14-0200.1

Wazneh, Hussein; Chebana, Fateh & Ouarda, Taha B. M. J. (2016). Identification of hydrological neighborhoods for regional flood frequency analysis using statistical depth functio. Adv. Water Resour., 94: 251-263.
DOI: 10.1016/j.advwatres.2016.05.013

Alobaidi, M. H.; Marpu, P. R.; Ouarda, T. B. M. J. & Chebana, F. (2015). Regional frequency analysis at ungauged sites using a two-stage resampling generalized ensemble framework. Adv. Water Resour., 84: 103-111.
DOI: 10.1016/j.advwatres.2015.07.019

Basha, G.; Kishore, P.; Venkat Ratnam, M.; Ouarda, T. B. M. J.; Velicogna, I. & Sutterley, T. (2015). Vertical and latitudinal variation of the intertropical convergence zone derived using GPS radio occultation measurements. Remote Sens. Environ., 163: 262-269.
DOI: 10.1016/j.rse.2015.03.024

Basha, G.; Marpu, P. R. & Ouarda, T. B. M. J. (2015). Tropospheric temperature climatology and trends observed over the Middle East. J. Atmos. Sol.-Terr. Phy., 133: 79-86.
DOI: 10.1016/j.jastp.2015.07.019

Basha, G.; Ouarda, T. B. M. J. & Marpu, P. R. (2015). Long-term projections of temperature, precipitation and soil moisture using non-stationary oscillation processes over the UAE region. Int. J. Climatol., 35 (15): 4606-4618.
DOI: 10.1002/joc.4310

Basha, G.; Phanikumar, D. V.; Niranjan Kumar, K.; Ouarda, T. B. M. J. & Marpu, P. R. (2015). Investigation of aerosol optical, physical, and radiative characteristics of a severe dust storm observed over UAE. Remote Sens. Environ., 169: 404-417.
DOI: 10.1016/j.rse.2015.08.033

Ben Aissia, M. A.; Chebana, F.; Ouarda, T. B. M. J.; Bruneau, P. & Barbet, M. (2015). Bivariate index-flood model for a northern case study / Analyse fréquentielle bivariée basée sur l’indice de crue-cas d’étude au Québec, Canada. Hydrol. Sci. J., 60 (2): 247-268.
DOI: 10.1080/02626667.2013.875177

Ben Alaya, M. A.; Chebana, F. & Ouarda, T. B. M. J. (2015). Probabilistic multisite statistical downscaling for daily precipitation using a bernoulli-generalized pareto multivariate autoregressive model. J. Climate, 28 (6): 2349-2364.
DOI: 10.1175/JCLI-D-14-00237.1

Charron, C. & Ouarda, T. B. M. J. (2015). Regional low-flow frequency analysis with a recession parameter from a non-linear reservoir model. J. Hydrol., 524: 468-475.
DOI: 10.1016/j.jhydrol.2015.03.005

Durocher, M.; Chebana, F. & Ouarda, T. B. M. J. (2015). A nonlinear approach to regional flood frequency analysis using projection pursuit regression. J. Hydrometeorol., 16 (4): 1561-1574.
DOI: 10.1175/JHM-D-14-0227.1

Joshi, D.; St-Hilaire, A.; Ouarda, T. B. M. J. & Daigle, A. (2015). Statistical downscaling of precipitation and temperature using sparse Bayesian learning, multiple linear regression and genetic programming frameworks. Can. Water Resour. J. / Rev. Can. Ressour. Hydr., 40 (4): 392-408.
DOI: 10.1080/07011784.2015.1089191

Jung, K.; Marpu, P. R. & Ouarda, T. B. M. J. (2015). Improved classification of drainage networks using junction angles and secondary tributary lengths. Geomorphology, 239: 41-47.
DOI: 10.1016/j.geomorph.2015.03.004

Ouarda, T. B. M. J.; Charron, C.; Shin, J. Y.; Marpu, P. R.; Al-Mandoos, A. H.; Al-Tamimi, M. H.; Ghedira, H. & Al Hosary, T. N. (2015). Probability distributions of wind speed in the UAE. Energ. Convers. Manage., 93: 414-434.
DOI: 10.1016/j.enconman.2015.01.036

Shukla, K. K.; Phanikumar, D. V.; Kumar, K. N.; Reddy, K.; Kotamarthi, V. R.; Newsom, R. K. & Ouarda, T. B. M. J. (2015). Wave like signatures in aerosol optical depth and associated radiative impacts over the central Himalayan region. J. Atmos. Sol.-Terr. Phy., 133: 62-66.
DOI: 10.1016/j.jastp.2015.08.001

Wazneh, H.; Chebana, F. & Ouarda, T. B. M. J. (2015). Delineation of homogeneous regions for regional frequency analysis using statistical depth function. J. Hydrol., 521: 232-244.
DOI: 10.1016/j.jhydrol.2014.11.068