Centre Eau, Terre et Environnment Institut national de la recherche scientifique (INRS-ETE) 490, rue de la Couronne
INRS-ETE
Québec
Québec, Canada
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418.654.3842
taha.ouarda@ete.inrs.ca
Cambron, Julie (Maîtrise). Modélisation des périodes de gel et dégel des lacs au Canada à l'aide de la télédétection.
Masselot, P., Chebana, F., Ouarda, T.B.M.J., Bélanger, D., Gosselin, P., 2022. Data-enhancement strategies in weather-related health studies. International Journal of Environmental Research and Public Health, 19(2). DOI: 10.3390/ijerph19020906.
Morabbi, A., Bouziane, A., Seidou, O., Habitou, N., Ouazar, D., Ouarda, T.B.M.J., Charron, C., Hasnaoui, M.D., Benrhanem, M., Sittichok, K., 2022. A multiple changepoint approach to hydrological regions delineation. Journal of Hydrology, 604, 127118. DOI: 10.1016/j.jhydrol.2021.127118.
Msilini, A., Ouarda, T.B.M.J., Masselot, P., 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: 331–351. DOI: 10.1007/s00477-021-02109-7.
Saadi, A.M., Msilini, A., Charron, C., St-Hilaire, A., Ouarda, T.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.
Alobaidi, M.H., Ouarda, T.B.M.J., Marpu, P.R., Chebana, F., 2021. Diversity-driven ANN-based ensemble framework for seasonal low-flow analysis at ungauged sites. Advances in Water Resources, 147, 103814. DOI: 10.1016/j.advwatres.2020.103814.
Al Yammahi, A., Marpu, P.R., Ouarda, T.B.M.J., 2021. Correction to: Modeling directional distributions of wind data in the United Arab Emirates at different elevations. Arabian Journal of Geosciences, 14, 1628. DOI: 10.1007/s12517-021-07720-0.
Al Yammahi, A., Marpu, P.R., Ouarda, T.B.M.J., 2021. Modeling directional distributions of wind data in the United Arab Emirates at different elevations. Arabian Journal of Geosciences, 14, 774. DOI: 10.1007/s12517-021-06864-3.
Bahmani, R., Ouarda, T.B.M.J., 2021. Groundwater level modeling with hybrid artificial intelligence techniques. Journal of Hydrology, 595, 125659. DOI: 10.1016/j.jhydrol.2020.125659.
Charron, C., St-Hilaire, A., Ouarda, T.B.M.J., van den Heuvel, M.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), 2101. DOI: 10.3390/w13152101.
Chebana, F., Ouarda, T.B.M.J., 2021. Multivariate non-stationary hydrological frequency analysis. Journal of Hydrology, 593, 125907. DOI: 10.1016/j.jhydrol.2020.125907.
Ferchichi, H., St-Hilaire, A., Ouarda, T.B.M.J., Lévesque, B., 2021. Impact of the future coastal water temperature scenarios on the risk of potential growth of pathogenic Vibrio marine bacteria. Estuarine, Coastal and Shelf Science, 250, 107094. DOI: 10.1016/j.ecss.2020.107094.
Issa, M.A., Chebana, F., Masselot, P., Campagna, C., Lavigne, É., Gosselin, P., Ouarda, T.B.M.J., 2021. A heat-health watch and warning system with extended season and evolving thresholds. BMC Public Health, 21, 1479. DOI: 10.1186/s12889-021-10982-8.
Jung, K., Ouarda, T.B.M.J., Marpu, P.R., 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.
Masselot, P., Chebana, F., Campagna, C., Lavigne, É., Ouarda, T.B.M.J., Gosselin, P., 2021. Machine learning approaches to identify thresholds in a heat-health warning system context. Journal of the Royal Statistical Society: Series A, 184(4): 1326-1346. DOI: 10.1111/rssa.12745.
Ouarda, T.B.M.J., Charron, C., 2021. Non-stationary statistical modelling of wind speed: A case study in eastern Canada. Energy Conversion and Management, 236, 114028. DOI: 10.1016/j.enconman.2021.114028.
Ouarda, T.B.M.J., Charron, C., Mahdi, S., Yousef, L.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: 619–638. DOI: 10.1007/s00704-021-03653-6.
Souaissi, Z., Ouarda, T.B.M.J., St-Hilaire, A., 2021. River water temperature quantiles as thermal stress indicators: Case study in Switzerland. Ecological Indicators, 131, 108234. DOI: 10.1016/j.ecolind.2021.108234.
St-Hilaire, A., Caissie, D., Bergeron, N., Ouarda, T.B.M.J., Boyer, C., 2021. Chapter 3 - Climate change and extreme river temperature. Pages 25-37 dans Fares, A. (Éditeur). Climate Change and Extreme Events. Elsevier. DOI: 10.1016/B978-0-12-822700-8.00011-1.
Tsvetkova, O., Ouarda, T.B.M.J., 2021. A review of sensitivity analysis practices in wind resource assessment. Energy Conversion and Management, 238, 114112. DOI: 10.1016/j.enconman.2021.114112.
Bahmani, R., Solgi, A., Ouarda, T.B.M.J., 2020. Groundwater level simulation using gene expression programming and M5 model tree combined with wavelet transform. Hydrological Sciences - Journal - des Sciences Hydrologiques, 65(8): 1430-1442. DOI: 10.1080/02626667.2020.1749762.
Ben Alaya, M.A., Ternynck, C., Dabo-Niang, S., Chebana, F., Ouarda, T.B.M.J., 2020. Change point detection of flood events using a functional data framework. Advances in Water Resources, 137, 103522. DOI: 10.1016/j.advwatres.2020.103522.
Ben-Romdhane, H., Jabado, R.W., Grandcourt, E.M., Perry, R.J.O., Al Blooshi, A.Y., Marpu, P.R., Ouarda, T.B.M.J., Ghedira, H., 2020. Coral reefs of Abu Dhabi, United Arab Emirates: Analysis of management approaches in light of international best practices and a changing climate. Frontiers in Marine Science, 7, 541. DOI: 10.3389/fmars.2020.00541.
Ben-Romdhane, H., Ouarda, T.B.M.J., Marpu, P.R., Rajan, A., Bugla, I., Perry, R.J.O., Ghedira, H., 2020. Studying coral reef patterns in UAE waters using panel data analysis and multinomial logit and probit models. Ecological Indicators, 112, 106050. DOI: 10.1016/j.ecolind.2019.106050.
Desai, S., Ouarda, T.B.M.J., 2020. Regional hydrological frequency analysis at ungauged sites with random forest regression. Journal of Hydrology, 594, 125861. DOI: 10.1016/j.jhydrol.2020.125861.
Gonzalez Sanchez, R., Seliger, R., Fahl, F., De Felice, L., Ouarda, T.B.M.J., Farinosi, F., 2020. Freshwater use of the energy sector in Africa. Applied Energy, 270, 115171. DOI: 10.1016/j.apenergy.2020.115171.
Han, X., Ouarda, T.B.M.J., Rahman, A., Haddad, K., Mehrotra, R., Sharma, A., 2020. A network approach for delineating homogeneous regions in regional flood frequency analysis. Water Resources Research, 56(3), e2019WR025910. DOI: 10.1029/2019WR025910.
Phanikumar, D.V., Basha, G., Venkat Ratnam, M., Kumar, K.N., Ouarda, T.B.M.J., Pangaluru, K., 2020. Assessment of particulate matter concentration and gaseous pollutants in urban and rural regions over the Emirate of Abu Dhabi, UAE. Journal of Atmospheric and Solar-Terrestrial Physics, 199, 105217. DOI: 10.1016/j.jastp.2020.105217.
Tsvetkova, O., Ouarda, T.B.M.J., 2020. Erratum: “Quasi-Monte Carlo technique in global sensitivity analysis of wind resource assessment with a study on UAE” [J. Renewable Sustainable Energy 11, 053303 (2019)]. Journal of Renewable and Sustainable Energy, 12(6), 069901. DOI: 10.1063/5.0007143.
Woldesellasse, H., Marpu, P.R., Ouarda, T.B.M.J., 2020. Long-term forecasting of wind speed in the UAE using nonlinear canonical correlation analysis (NLCCA). Arabian Journal of Geosciences, 13, 962. DOI: 10.1007/s12517-020-05981-9.
Yan, B., Chebana, F., Masselot, P., Campagna, C., Gosselin, P., Ouarda, T.B.M.J., Lavigne, É., 2020. A cold-health watch and warning system, applied to the province of Quebec (Canada). Science of the Total Environment, 741, 140188. DOI: 10.1016/j.scitotenv.2020.140188.
Zounemat-Kermani, M., Ramezani-Charmahineh, A., Razavi, R., Alizamir, M., Ouarda, T.B.M.J., 2020. Machine learning and water economy: a new approach to predicting dams water sales revenue. Water Resources Research, 34: 1893–1911. DOI: 10.1007/s11269-020-02529-0.
Basha, G., Venkat Ratnam, M., Niranjan Kumar, K., Ouarda, T.B.M.J., Kishore, P., Velicogna, I., 2019. Long-term variation of dust episodes over the United Arab Emirates. Journal of Atmospheric and Solar-Terrestrial Physics, 187: 33-39. DOI: 10.1016/j.jastp.2019.03.006.
Curceac, S., Ternynck, C., Ouarda, T.B.M.J., Chebana, F., Dabo-Niang, S., 2019. Short-term air temperature forecasting using nonparametric functional data analysis and SARMA models. Environmental Modelling and Software, 111: 394-408. DOI: 10.1016/j.envsoft.2018.09.017.
Fathian, F., Fakheri-Fard, A., Ouarda, T.B.M.J., Dinpashoh, Y., Mirabbasi, R., Mousavi Nadoushani, S.S., 2019. Modeling streamflow time series using nonlinear SETAR-GARCH models. Journal of Hydrology, 573: 82-97. DOI: 10.1016/j.jhydrol.2019.03.072.
Fathian, F., Fakheri-Fard, A., Ouarda, T.B.M.J., Dinpashoh, Y., Mousavi Nadoushani, S.S., 2019. Multiple streamflow time series modeling using VAR–MGARCH approach. Stochastic Environmental Research and Risk Assessment, 33: 407-425. DOI: 10.1007/s00477-019-01651-9.
Kumar, K.N., Phanikumar, D.V., Sharma, S., Basha, G., Naja, M., Ouarda, T.B.M.J., Venkat Ratnam, M., Kumar, K.K., 2019. Influence of tropical-extratropical interactions on the dynamics of extreme rainfall event: A case study from Indian region. Dynamics of Atmospheres and Oceans, 85: 28-40. DOI: 10.1016/j.dynatmoce.2018.12.002.
Lee, T., Ouarda, T.B.M.J., 2019. Multivariate nonstationary oscillation simulation of climate indices with empirical mode decomposition. Water Resources Research, 55(6): 5033-5052. DOI: 10.1029/2018WR023892.
Masselot, P., Chebana, F., Campagna, C., Lavigne, É., Ouarda, T.B.M.J., Gosselin, P., 2019. An additive index model for monitoring weather in a health warning system context. Environmental Epidemiology, 3: 263-264. DOI: 10.1097/01.EE9.0000608804.17712.a6.
Masselot, P., Chebana, F., Lavigne, É., Campagna, C., Gosselin, P., Ouarda, T.B.M.J., 2019. Toward an improved air pollution warning system in Quebec. International Journal of Environmental Research and Public Health, 16(12). DOI: 10.3390/ijerph16122095.
Ouarda, T.B.M.J., Charron, C., 2019. Changes in the distribution of hydro-climatic extremes in a non-stationary framework. Scientific Reports, 9, 8104. DOI: 10.1038/s41598-019-44603-7.
Ouarda, T.B.M.J., Charron, C., Kumar, K.N., Phanikumar, D.V., Molini, A., Basha, G., 2019. Nonstationary warm spell frequency analysis integrating climate variability and change with application to the Middle East. Climate Dynamics, 53: 5329-5347. DOI: 10.1007/s00382-019-04866-2.
Ouarda, T.B.M.J., Charron, C., St-Hilaire, A., 2019. Uncertainty of stationary and nonstationary models for rainfall frequency analysis. International Journal of Climatology, 40(4): 2373-2392. DOI: 10.1002/joc.6339.
Ouarda, T.B.M.J., Charron, C., Yousef, L.A., 2019. Non‐stationary intensity‐duration‐frequency curves integrating information concerning teleconnections and climate change. International Journal of Climatology, 39(4): 2306-2323. DOI: 10.1002/joc.5953.
Tsvetkova, O., Ouarda, T.B.M.J., 2019. Quasi-Monte Carlo technique in global sensitivity analysis of wind resource assessment with a study on UAE. Journal of Renewable and Sustainable Energy, 11(5), 053303. DOI: 10.1063/1.5120035.
Ben Alaya, M.A., Ouarda, T.B.M.J., Chebana, F., 2018. Non-Gaussian spatiotemporal simulation of multisite daily precipitation: downscaling framework. Climate Dynamics, 50(1-2): 1-15. DOI: 10.1007/s00382-017-3578-0.
Ben-Romdhane, H., Al-Musallami, M., Marpu, P.R., Ouarda, T.B.M.J., Ghedira, H., 2018. Change detection using remote sensing in a reef environment of the UAE during the extreme event of El Niño 2015–2016. International Journal of Remote Sensing, 39(19): 6358-6382. DOI: 10.1080/01431161.2018.1460502.
Liosis, N., Marpu, P.R., Pavlopoulos, K., Ouarda, T.B.M.J., 2018. Ground subsidence monitoring with SAR interferometry techniques in the rural area of Al Wagan, UAE. Remote Sensing of Environment, 216: 276-288. DOI: 10.1016/j.rse.2018.07.001.
Masselot, P., Chebana, F., Bélanger, D., St-Hilaire, A., Abdous, B., Gosselin, P., Ouarda, T.B.M.J., 2018. Aggregating the response in time series regression models, applied to weather-related cardiovascular mortality. Science of the Total Environment, 628-629: 217-225. DOI: 10.1016/j.scitotenv.2018.02.014.
Masselot, P., Chebana, F., Bélanger, D., St-Hilaire, A., Abdous, B., Gosselin, P., Ouarda, T.B.M.J., 2018. EMD-regression for modelling multi-scale relationships, and application to weather-related cardiovascular mortality. Science of the Total Environment, 612: 1018-1029. DOI: 10.1016/j.scitotenv.2017.08.276.
Masselot, P., Chebana, F., Ouarda, T.B.M.J., Bélanger, D., St-Hilaire, A., Gosselin, P., 2018. A new look at weather-related health impacts through functional regression. Scientific Reports, 8, 15241. DOI: 10.1038/s41598-018-33626-1.
Ouarda, T.B.M.J., Charron, C., 2018. Nonstationary temperature-duration-frequency curves. Scientific Reports, 8, 15493. DOI: 10.1038/s41598-018-33974-y.
Ouarda, T.B.M.J., Charron, C., 2018. On the mixture of wind speed distribution in a nordic region. Energy Conversion and Management, 174: 33-44. DOI: 10.1016/j.enconman.2018.08.007.
Ouarda, T.B.M.J., Charron, C., Hundecha, Y., St-Hilaire, A., Chebana, F., 2018. Introduction of the GAM model for regional low-flow frequency analysis at ungauged basins and comparison with commonly used approaches. Environmental Modelling and Software, 109: 256-271. DOI: 10.1016/j.envsoft.2018.08.031.
Rahman, A., Charron, C., Ouarda, T.B.M.J., Chebana, F., 2018. Development of regional flood frequency analysis techniques using generalized additive models for Australia. Stochastic Environmental Research and Risk Assessment, 32(1): 123-139. DOI: 10.1007/s00477-017-1384-1.
Requena, A.I., Chebana, F., Ouarda, T.B.M.J., 2018. A functional framework for flow-duration-curve and daily streamflow estimation at ungauged sites. Advances in Water Resources, 113: 328-340. DOI: 10.1016/j.advwatres.2018.01.019.
Requena, A.I., Ouarda, T.B.M.J., Chebana, F., 2018. Low-flow frequency analysis at ungauged sites based on regionally estimated streamflows. Journal of Hydrology, 563: 523-532. DOI: 10.1016/j.jhydrol.2018.06.016.
Thiombiano, A.N., St-Hilaire, A., El Adlouni, S., Ouarda, T.B.M.J., 2018. Nonlinear response of precipitation to climate indices using a non‐stationary Poisson‐generalized Pareto model: case study of southeastern Canada. International Journal of Climatology, 38(S1): e875-e888. DOI: 10.1002/joc.5415.
Abdi, A., Hassanzadeh, Y., Ouarda, T.B.M.J., 2017. Regional frequency analysis using growing neural gas network. Journal of Hydrology, 550: 92-102. DOI: 10.1016/j.jhydrol.2017.04.047.
Abdi, A., Hassanzadeh, Y., Talatahari, S., Fakheri-Fard, A., Mirabbasi, R., Ouarda, T.B.M.J., 2017. Multivariate regional frequency analysis: Two new methods to increase the accuracy of measures. Advances in Water Resources, 107: 290-300. DOI: 10.1016/j.advwatres.2017.07.006.
Basha, G., Kishore, P., Venkat Ratnam, M., Jayaraman, A., Agha Kouchak, A., Ouarda, T.B.M.J., Velicogna, I., 2017. Historical and projected surface temperature over India during the 20thand 21st century. Scientific Reports, 7, 2987. DOI: 10.1038/s41598-017-02130-3.
Ben Aissia, M.A., Chebana, F., Ouarda, T.B.M.J., 2017. Multivariate missing data in hydrology – Review and applications. Advances in Water Resources, 110: 299-309. DOI: 10.1016/j.advwatres.2017.10.002.
Chebana, F., Ben Aissia, M.A., Ouarda, T.B.M.J., 2017. Multivariate shift testing for hydrological variables, review, comparison and application. Journal of Hydrology, 548: 88-103. DOI: 10.1016/j.jhydrol.2017.02.033.
Jung, K., Marpu, P.R., Ouarda, T.B.M.J., 2017. Impact of river network type on the time of concentration. Arabian Journal of Geosciences, 10: 546. DOI: 10.1007/s12517-017-3323-3.
Jung, K., Ouarda, T.B.M.J., 2017. Classification of drainage network types in the arid and semi-arid regions of Arizona and California. Journal of Arid Environments, 144: 60-73. DOI: 10.1016/j.jaridenv.2017.04.013.
Lee, T., Ouarda, T.B.M.J., Yoon, S., 2017. KNN-based local linear regression for the analysis and simulation of low flow extremes under climatic influence. Climate Dynamics, 49(9-10): 3493-3511. DOI: 10.1007/s00382-017-3525-0.
Loutatidou, S., Liosis, N., Pohl, R., Ouarda, T.B.M.J., Arafat, H.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, P., Chebana, F., Ouarda, T.B.M.J., 2017. Fast and direct nonparametric procedures in the L-moment homogeneity test. Stochastic Environmental Research and Risk Assessment, 31(2): 509-522. DOI: 10.1007/s00477-016-1248-0.
Naizghi, M.S., Ouarda, T.B.M.J., 2017. Teleconnections and analysis of long‐term wind speed variability in the UAE. International Journal of Climatology, 37(1): 230-248. DOI: 10.1002/joc.4700.
Nasri, B., Bouezmarni, T., St-Hilaire, A., Ouarda, T.B.M.J., 2017. Non-stationary hydrologic frequency analysis using B-spline quantile regression. Journal of Hydrology, 554: 532-544. DOI: 10.1016/j.jhydrol.2017.09.035.
Niranjan Kumar, K., Molini, A., Ouarda, T.B.M.J., Rajeevan, M.N., 2017. North Atlantic controls on wintertime warm extremes and aridification trends in the Middle East. Scientific Reports, 7, 12301. DOI: 10.1038/s41598-017-12430-3.
Ouali, D., Chebana, F., Ouarda, T.B.M.J., 2017. Fully nonlinear statistical and machine learning approaches for hydrological frequency estimation at ungauged sites. Journal of Advances in Modeling Earth Systems, 9(2): 1292-1306. DOI: 10.1002/2016MS000830.
Requena, A.I., Chebana, F., Ouarda, T.B.M.J., 2017. Heterogeneity measures in hydrological frequency analysis: review and new developments. Hydrology and Earth System Sciences, 21: 1651-1668. DOI: 10.5194/hess-21-1651-2017.
Requena, A.I., Ouarda, T.B.M.J., Chebana, F., 2017. Flood frequency analysis at ungauged sites based on regionally estimated streamflows. Journal of Hydrometeorology, 18(9): 2521-2539. DOI: 10.1175/JHM-D-16-0143.1.
Thiombiano, A.N., El Adlouni, S., St-Hilaire, A., Ouarda, T.B.M.J., El-Jabi, N., 2017. Nonstationary frequency analysis of extreme daily precipitation amounts in Southeastern Canada using a peaks-over-threshold approach. Theoretical and Applied Climatology, 129(1-2): 413-426. DOI: 10.1007/s00704-016-1789-7.
Ben Alaya, M.A., Chebana, F., Ouarda, T.B.M.J., 2016. Multisite and multivariable statistical downscaling using a Gaussian copula quantile regression model. Climate Dynamics, 47(5-6): 1383-1397. DOI: 10.1007/s00382-015-2908-3.
Ben-Romdhane, H., Marpu, P.R., Ouarda, T.B.M.J., Ghedira, H., 2016. Corals and benthic habitat mapping using DubaiSat-2: A spectral-spatial approach applied to Dalma Island UAE (Arabian Gulf). Remote Sensing Letters, 7(8): 781-789. DOI: 10.1080/2150704X.2016.1187317.
Chandran, A., Basha, G., Ouarda, T.B.M.J., 2016. Influence of climate oscillations on temperature and precipitation over the United Arab Emirates. International Journal of Climatology, 36(1): 225-235. DOI: 10.1002/joc.4339.
Durocher, M., Chebana, F., Ouarda, T.B.M.J., 2016. Delineation of homogenous regions using hydrological variables predicted by projection pursuit regression. Hydrology and Earth System Sciences Discussions, 20: 4717-4729. DOI: 10.5194/hess-2016-123.
Durocher, M., Chebana, F., Ouarda, T.B.M.J., 2016. On the prediction of extreme flood quantiles at ungauged locations with spatial copula. Journal of Hydrology, 533: 523-532. DOI: 10.1016/j.jhydrol.2015.12.029.
Durocher, M., Lee, T.S., Ouarda, T.B.M.J., Chebana, F., 2016. Hybrid signal detection approach for hydro-meteorological variables combining EMD and cross-wavelet analysis. International Journal of Climatology, 36(4): 1600-1613. DOI: 10.1002/joc.4444.
Gonzalez, R., Ouarda, T.B.M.J., Marpu, P.R., Allam, M.M., Eltahir, E.A.B., Pearson, S., 2016. Water Budget Analysis in Arid Regions, Application to the United Arab Emirates. Water, 8(9): 415. DOI: 10.3390/w8090415.
Hamdi, Y., Chebana, F., Ouarda, T.B.M.J., 2016. Bivariate drought frequency analysis in the Medjerda river basin, Tunisia. Journal of Civil and Environmental Engineering, 6: 227. DOI: 10.4172/2165-784X.1000227 .
Joshi, D., St-Hilaire, A., Ouarda, T.B.M.J., Daigle, A., Thiemonge, N., 2016. Comparison of direct statistical and indirect statistical-deterministic frameworks in downscaling river low-flow indices. Hydrological Sciences - Journal - des Sciences Hydrologiques, 61(11): 1996-2010. DOI: 10.1080/02626667.2014.966719.
Kishore, P., Basha, G., Venkat Ratnam, M., Velicogna, I., Ouarda, T.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. Climate Dynamics, 47(9-10): 3253-3270. DOI: 10.1007/s00382-016-3024-8.
Masselot, P., Dabo-Niang, S., Chebana, F., Ouarda, T.B.M.J., 2016. Streamflow forecasting using functional regression. Journal of Hydrology, 538: 754-766. DOI: 10.1016/j.jhydrol.2016.04.048.
Nasri, B., Tramblay, Y., El Adlouni, S., Hertig, E., Ouarda, T.B.M.J., 2016. Atmospheric predictors for annual maximum precipitation in North Africa. Journal of Applied Meteorology and Climatology, 55(4): 1063-1076. DOI: 10.1175/JAMC-D-14-0122.1.
Niranjan Kumar, K., Ouarda, T.B.M.J., Sandeep, S., Ajayamohan, R.S., 2016. Wintertime precipitation variability over the Arabian Peninsula and its relationship with ENSO in the CAM4 simulations. Climate Dynamics, 47(7-8): 2443-2454. DOI: 10.1007/s00382-016-2973-2.
Ouali, D., Chebana, F., Ouarda, T.B.M.J., 2016. Non-linear canonical correlation analysis in regional frequency analysis. Stochastic Environmental Research and Risk Assessment, 30(2): 449-462. DOI: 10.1007/s00477-015-1092-7.
Ouali, D., Chebana, F., Ouarda, T.B.M.J., 2016. Quantile regression in regional frequency analysis: a better exploitation of the available information. Journal of Hydrometeorology, 17(6): 1869-1883. DOI: 10.1175/JHM-D-15-0187.1.
Ouarda, T.B.M.J., 2016. Regional flood frequency modeling. Pages 77.1-77.8 dans Singh, V.P. (Éditeur). Chow's Handbook of Applied Hydrology. 3rd edition, McGraw-Hill Education. New York, New York, États-Unis.
Ouarda, T.B.M.J., Charron, C., Chebana, F., 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. Energy Conversion and Management, 124: 247-265. DOI: 10.1016/j.enconman.2016.07.012.
Ouarda, T.B.M.J., Charron, C., Marpu, P.R., Chebana, F., 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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 9(4): 1553-1566. DOI: 10.1109/jstars.2016.2522764.
Pangaluru, K., Velicogna, I., Madieni, V.Ratnam., Basha, G., Ouarda, T.B.M.J., Namboothiri, S.P., Jiang, J.H., Sutterley, T.C., Maghavi, G.N., Rao, S.B., 2016. Sudden stratospheric warmings observed in the last decade by satellite measurements. Remote Sensing of Environment, 184: 263-275. DOI: 10.1016/j.rse.2016.07.008.
Shin, J.-Y., Ouarda, T.B.M.J., Lee, T., 2016. Heterogeneous mixture distributions for modeling wind speed, application to the UAE. Renewable Energy, 91: 40-52. DOI: 10.1016/j.renene.2016.01.041.
Ternynck, C., Ben Alaya, M.A., Chebana, F., Dabo-Niang, S., Ouarda, T.B.M.J., 2016. Streamflow hydrograph classification using functional data analysis. Journal of Hydrometeorology, 17(1): 327-344. DOI: 10.1175/JHM-D-14-0200.1.
Wazneh, H., Chebana, F., Ouarda, T.B.M.J., 2016. Identification of hydrological neighborhoods for regional flood frequency analysis using statistical depth function. Advances in Water Resources, 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. Advances in Water Resources, 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 Sensing of Environment, 163: 262-269. DOI: 10.1016/j.rse.2015.03.024.
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. International Journal of Climatology, 35(15): 4606-4618. DOI: 10.1002/joc.4310.
Basha, G., Phanikumar, D.V., Kumar, K.N., 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 Sensing of Environment, 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: case study in Québec, Canada — Analyse fréquentielle bivariée basée sur l’indice de crue - cas d’étude au Québec, Canada. Hydrological Sciences - Journal - des Sciences Hydrologiques, 60(2): 247-268. DOI: 10.1080/02626667.2013.875177.
Ben Alaya, M.A., Chebana, F., Ouarda, T.B.M.J., 2015. Multisite and multivariable statistical downscaling using a Gaussian copula quantile regression model. Climate Dynamics, 47(5): 1383-1397. DOI: 10.1007/s00382-015-2908-3.
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. Journal of Climate, 28(6): 2349-2364. DOI: 10.1175/JCLI-D-14-00237.1.
Butt, M., Ouarda, T.B.M.J., Quan, S.F., Pentland, A., Khayal, I., 2015. Technologically sensed social exposure related to slow-wave sleep in healthy adults. Sleep and Breathing, 19(1): 255-261. DOI: 10.1007/s11325-014-1005-x.
Charron, C., Ouarda, T.B.M.J., 2015. Regional low-flow frequency analysis with a recession parameter from a non-linear reservoir model. Journal of Hydrology, 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. Journal of Hydrometeorology, 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. Canadian Water Resources Journal, 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.
Lazzarini, M., Annalisa, M., Marpu, P.R., Ouarda, T.B.M.J., Ghedira, H., 2015. Urban climate modifications in hot-desert cities: The role of land-cover, local climate and seasonality. Geophysical Research Letters, 42(22): 9980-9989. DOI: 10.1002/2015GL066534.
Lekina, A., Chebana, F., Ouarda, T.B.M.J., 2015. On the tail dependence in bivariate hydrological frequency analysis. Dependence Modeling, 3(1): 203-227. DOI: 10.1515/demo-2015-0015.
Ouarda, T.B.M.J., Charron, C., Shin, J.-y., Marpu, P., Al-Mandoos, A.H., Al-Tamimi, M.H., Ghedira, H., 2015. Probability distributions of wind speed in the UAE. Energy Conversion and Management, 93: 414-434. DOI: 10.1016/j.enconman.2015.01.036.
Shin, J.-Y., Lee, T., Ouarda, T.B.M.J., 2015. Heterogeneous mixture distributions for modeling multi-source extreme rainfalls. Journal of Hydrometeorology, 16(6): 2639-2657. DOI: 10.1175/JHM-D-14-0130.1.
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. Journal of Atmospheric and Solar-Terrestrial Physics, 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. Journal of Hydrology, 521: 232–244. DOI: 10.1016/j.jhydrol.2014.11.068.
Ben Aissia, M.-A., Chebana, F., Ouarda, T.B.M.J., Roy, L., Bruneau, P., Barbet, M., 2014. Dependence evolution of hydrological characteristics, applied to floods in a climate change context in Quebec. Journal of Hydrology, 541(Part A): 148-163. DOI: 10.1016/j.jhydrol.2014.06.042.
Ben Alaya, M.A., Chebana, F., Ouarda, T.B.M.J., 2014. Probabilistic Gaussian copula regression model for multisite and multivariable downscaling. Journal of Climate, 27(9): 3331-3347. DOI: 10.1175/JCLI-D-13-00333.1.
Chebana, F., Charron, C., Ouarda, T.B.M.J., Martel, B., 2014. Regional frequency analysis at ungauged sites with the generalized additive model. Journal of Hydrometeorology, 15: 2418–2428. DOI: 10.1175/JHM-D-14-0060.1.
Eissa, Y., Gustafson, B., Ghedira, H., Bender, G., Ouarda, T.B.M.J., 2014. Intercomparison of solar maps derived from an ensemble-ANN model and a semi-empirical model for a desert environment. Energy Procedia, 49: 2313-2320. DOI: 10.1016/j.egypro.2014.03.245.
Kim, B., Lee, T., Ouarda, T.B.M.J., 2014. Total least square method applied to rating curves. Hydrological Processes, 28(13): 4057-4066. DOI: 10.1002/hyp.9944.
Lee, T., Ouarda, T.B.M.J., Chebana, F., Park, D., 2014. Evaluation of a depth-based multivariate k-nearest neighbor resampling method with stormwater quality data. Mathematical Problems in Engineering, 2014: Article ID 404198. DOI: 10.1155/2014/404198.
Lekina, A., Chebana, F., Ouarda, T.B.M.J., 2014. Weighted estimate of extreme quantile: an application to the estimation of high flood return periods. Stochastic Environmental Research and Risk Assessment, 28(2): 147-165. DOI: 10.1007/s00477-013-0705-2.
Modarres, R., Ouarda, T.B.M.J., 2014. A generalized conditional heteroscedastic model for temperature downscaling. Climate Dynamics, 43(9-10): 2629-2649. DOI: 10.1007/s00382-014-2076-x.
Modarres, R., Ouarda, T.B.M.J., 2014. Modeling the relationship between climate oscillations and drought by a multivariate GARCH model. Water Resources Research, 50(1): 601-618. DOI: 10.1002/2013WR013810.
Niranjan Kumar, K., Ouarda, T.B.M.J., 2014. Precipitation variability over UAE and global SST teleconnections. Journal of Geophysical Research - Atmospheres, 119(17): 10313-10322. DOI: 10.1002/2014JD021724.
Ouarda, T.B.M.J., Charron, C., Niranjan Kumar, K., Marpu, P.R., Ghedira, H., Molini, A., Khayal, I., 2014. Evolution of the rainfall regime in the United Arab Emirates. Journal of Hydrology, 514: 258–270. DOI: 10.1016/j.jhydrol.2014.04.032.