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Taha B.M.J. Ouarda

Institut national de la recherche scientifique (INRS)

SCHOLARLY PAPERS

6

DOWNLOADS

338

TOTAL CITATIONS

0

Scholarly Papers (6)

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1.

LSTM and Transformer-based framework for bias correction of ERA5 hourly wind speeds

Number of pages: 50 Posted: 24 Feb 2025
Taha B.M.J. Ouarda and Freddy HOUNDEKINDO
Institut national de la recherche scientifique (INRS) and Institut national de la recherche scientifique (INRS)
Downloads 111 (645,052)

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Bias correction, Deep learning, ERA5, Transformer, Wind resource assessment

2.

Copula-Based Joint Modelling of Extreme River Temperature and Low Flow Characteristics in the Risk Assessment of Aquatic Life

Number of pages: 22 Posted: 15 Mar 2023
SHAHID LATIF, Zina Souaissi, Taha B.M.J. Ouarda and André St-Hilaire
Institut national de la recherche scientifique (INRS), University of Montreal, Institut national de la recherche scientifique (INRS) and Institut national de la recherche scientifique (INRS)
Downloads 53 (1,031,043)

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Switzerland, Extreme River temperature, Low flow, Copula function, Bivariate joint analysis, Joint return period, Conditional joint return period

3.

Stochastic Generator for Rainfall with a Hawkes Process Marked by an Extended Generalized Pareto and a Vine Copula

Number of pages: 37 Posted: 21 Dec 2024
Antoine Chapon, Taha B.M.J. Ouarda and Nathalie Bertrand
affiliation not provided to SSRN, Institut national de la recherche scientifique (INRS) and affiliation not provided to SSRN
Downloads 51 (1,052,702)

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rainfall, stochastic generator, extreme values, extended generalized Pareto, vine copula

4.

Neural extended generalized Pareto for rainfall time series stochastic generator

Number of pages: 25 Posted: 03 Sep 2025
Antoine Chapon, Taha B.M.J. Ouarda and Nathalie Bertrand
affiliation not provided to SSRN, Institut national de la recherche scientifique (INRS) and affiliation not provided to SSRN
Downloads 49 (1,074,648)

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rainfall, stochastic generator, Extreme values, neural networks

5.

Regional Stream Temperature Modeling in Pristine Atlantic Salmon Rivers: Integrating Deterministic and Ml-Based Approaches

Number of pages: 110 Posted: 05 Jul 2024
ilias hani, André St-Hilaire and Taha B.M.J. Ouarda
affiliation not provided to SSRN, Institut national de la recherche scientifique (INRS) and Institut national de la recherche scientifique (INRS)
Downloads 45 (1,133,231)

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Regional model, Water temperature, Sensitivity analysis, Ungauged basins, deterministic model, Machine-learning, Reanalysis

6.

Ai-Driven Morphoclimatic Regional Frequency Modelling of Sub-Daily Rainfall-Extremes

Number of pages: 41 Posted: 23 Jun 2023
Andrea Magnini, Michele Lombardi, Taha B.M.J. Ouarda and Attilio Castellarin
University of Bologna, affiliation not provided to SSRN, Institut national de la recherche scientifique (INRS) and affiliation not provided to SSRN
Downloads 29 (1,332,057)

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neural networks, extreme rainfall, regional frequency analysis, Italy, sub-daily time-interval