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Jean-Luc Martel

affiliation not provided to SSRN

SCHOLARLY PAPERS

4

DOWNLOADS

311

TOTAL CITATIONS

0

Scholarly Papers (4)

1.

A Hybrid Multi-Model Approach for Hydrological Ensemble Forecasting: The Added Value of Deep Learning Models

Number of pages: 55 Posted: 24 Feb 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Helmholtz Centre for Environmental Research - UFZ (Leipzig)
Downloads 127 (569,079)

Abstract:

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LSTM, ensemble hydrological forecasts, multi-model, deep learning, Hydrological Modeling, data assimilation

2.

Deep learning applied to seasonal flood volumes forecasts in hydroelectric reservoirs

Number of pages: 52 Posted: 04 Oct 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 80 (803,225)

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Ensemble hydrological forecasting, Deep learning, inflow volume, LSTM, Large-sample training

Assessing the Hydrological Impact Sensitivity to Climate Model Weighting Strategies

Number of pages: 63 Posted: 07 Oct 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 35 (1,281,607)

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Climate model weighting, hydrology, uncertainty, impact assessment, streamflow projections, pseudo-reality

Assessing the Hydrological Impact Sensitivity to Climate Model Weighting Strategies

Number of pages: 63 Posted: 01 Nov 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 30 (1,356,108)

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Climate model weighting, Climate change, Hydrology, uncertainty, streamflow projections, pseudo-reality

4.

Impacts of Severe Land Use Changes on the Hydrology of Eastern North American Catchments

Number of pages: 39 Posted: 25 Apr 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Ouranos and affiliation not provided to SSRN
Downloads 39 (1,196,171)

Abstract:

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Hydrological models, Land use change, sensitivity, HYDROTEL, WaSiM