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Siham El Garroussi

Observed names: El Garroussi, S., El Garroussi, Siham, Garroussi, Siham
ORCID: 0000-0002-7437-0608
Observed ORCID: 0000-0002-7437-0608
OpenAlex ID: A5034122784
Europe faces up to tenfold increase in extreme fires in a warming climate
2024 · Siham El Garroussi, Francesca Di Giuseppe, et al. · npj Climate and Atmospheric Science · 139
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Tackling random fields non-linearities with unsupervised clustering of polynomial chaos expansion in latent space: application to global sensitivity analysis of river flooding
2021 · Siham El Garroussi, Sophie Ricci, et al. · Stochastic Environmental Research and Risk Assessment · 22
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Uncertainty Quantification in a Two-dimensional River Hydraulic Model
2019 · Siham El Garroussi, Matthias De Lozzo, et al. · UNCECOMP Proceedings · 4
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30-Year Canadian Fire Weather Index Simulations over Europe: CMIP6-Informed Temperature and Precipitation Perturbations
2024 · El Garroussi, Siham · Zenodo (CERN European Organization for Nuclear Research) · 2
Optimized afforestation reduces flood risk and limits water loss in Europe
2026 · Siham El Garroussi, Fredrik Wetterhall, et al. · Communications Sustainability · 1
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Assessing uncertainties in flood forecasts using a mixture of generalized polynomial chaos expansions
2020 · El Garroussi, Siham, Ricci, Sophie, et al. · Hydraulic Engineering Repository (HENRY) (Bundesanstalt für Wasserbau) · 1
Methods and technologies for impact-based early warning of weather and geo-hazards: Overview and perspectives for multi-risk integration
2026 · Aldo Zollo, Fredrik Wetterhall, et al. · Journal of the European Meteorological Society.
Balancing flood mitigation and water availability through smart afforestation
2025 · Siham El Garroussi, Fredrik Wetterhall, et al.
Tracking extreme fire behaviour through assimilated fuel variables: A lens on climate change impact
2025 · Siham El Garroussi, Francesca Di Giuseppe, et al.
Satellite-informed fuel estimation using hybrid data assimilation
2025 · El Garroussi, Siham, Di Giuseppe, Francesca, et al. · European Centre for Medium-Range Weather Forecasts
Data-driven selection of optimal afforestation sites in Europe for drought adaptation
2024 · Fredrik Wetterhall, Siham El Garroussi
Tenfold Increase in extreme fires in Europe expected under warming climate
2024 · Fredrik Wetterhall, Francesca Di Giuseppe, et al.
A Tenfold Increase in Extreme Fires expected in Europe under a warming climate
2024 · Fredrik Wetterhall, Siham El Garroussi, et al. · EGU General Assembly Conference Abstracts
Advancing water resource resilience through agroforestry
2024 · Siham El Garroussi, Fredrik Wetterhall, et al. · EGU General Assembly Conference Abstracts
Tackling uncertainty in flood forecasting model via a machine-learning based- surrogate model
2021 · El Garroussi, S., Ricci, Sophie, et al. · HAL
Towards the reduction of uncertainty in hydraulic modles for better flood forecasting
2021 · El Garroussi, Siham, Ricci, Sophie, et al. · HAL
Mixture of polynomial chaos expansions for uncertainty propagation
2019 · Siham El Garroussi, Sophie Ricci, et al. · Hydraulic Engineering Repository (HENRY) (Bundesanstalt für Wasserbau)
Contribution and on-going research on sensitivity analysis and surrogate models at CERFACS with an application in 2D hydrodynamics
2019 · El Garroussi, Siham, Ricci, Sophie, et al. · HAL
Works count: 22
Citation count: 169
H-index: 3
I10-index: 2
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