Articles | Volume 20, issue 10
https://doi.org/10.5194/nhess-20-2591-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/nhess-20-2591-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
05 Oct 2020
Research article |
| 05 Oct 2020
| 05 Oct 2020
Challenges in flood modeling over data-scarce regions: how to exploit globally available soil moisture products to estimate antecedent soil wetness conditions in Morocco
El Mahdi El Khalki
Georesources, Geoenvironment and Civil Engineering Laboratory, Cadi
Ayyad University, Marrakesh, 40000, Morocco
HydroSciences Montpellier (Univ. Montpellier, CNRS, IRD),
Montpellier, 34000, France
Christian Massari
Research Institute for Geo-Hydrological Protection, National Research Council, Perugia, 06100, Italy
Luca Brocca
Research Institute for Geo-Hydrological Protection, National Research Council, Perugia, 06100, Italy
Vincent Simonneaux
Centre d'Etudes Spatiales de la Biosphère (UPS/CNRS/IRD/CNES),
Toulouse, 31401, France
Simon Gascoin
Centre d'Etudes Spatiales de la Biosphère (UPS/CNRS/IRD/CNES),
Toulouse, 31401, France
Mohamed El Mehdi Saidi
Georesources, Geoenvironment and Civil Engineering Laboratory, Cadi
Ayyad University, Marrakesh, 40000, Morocco
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Cited
23 citations as recorded by crossref.
- Climate change impacts on surface water resources in the Oued El Abid basin, Morocco E. El Khalki et al. 10.1080/02626667.2021.1982137
- Hydrological performance of the ERA5 reanalysis for flood modeling in Tunisia with the LISFLOOD and GR4J models E. Cantoni et al. 10.1016/j.ejrh.2022.101169
- Flood modeling through remote sensing datasets such as LPRM soil moisture and GPM-IMERG precipitation: A case study of ungauged basins across Morocco M. Ouaba et al. 10.1007/s12145-022-00904-6
- Estimation of Flood Discharge in Ungauged Basin Using GPM-IMERG Satellite-Based Precipitation Dataset in a Moroccan Arid Zone M. Ouaba et al. 10.1007/s41748-022-00296-z
- State-of-the-art hydrological models and application of the HEC-HMS model: a review M. Sahu et al. 10.1007/s40808-023-01704-7
- Evaluation of the Drivers Responsible for Flooding in Africa Y. Tramblay et al. 10.1029/2021WR029595
- The role of compound climate and weather extreme events in creating socio-economic impacts in South Florida J. Ali et al. 10.1016/j.wace.2023.100625
- Spatiotemporal sensitivity analysis of surface soil moisture to precipitation and temperature variations: a case study of the Cheliff Basin in Algeria S. Kabli et al. 10.1007/s00704-024-04875-0
- Evaluation of PERSIANN-CCS-CDR, ERA5, and SM2RAIN-ASCAT rainfall products for rainfall and drought assessment in a semi-arid watershed, Morocco A. Najmi et al. 10.2166/wcc.2023.461
- Classification and detection of natural disasters using machine learning and deep learning techniques: A review K. Abraham et al. 10.1007/s12145-023-01205-2
- Urban flood numerical modeling and hydraulic performance of a drainage network: A case study in Algiers, Algeria E. Lameche et al. 10.2166/wst.2023.277
- Hydrological assessment of different satellite precipitation products in semi-arid basins in Morocco E. El Khalki et al. 10.3389/frwa.2023.1243251
- Evaluation of reanalysis soil moisture products using cosmic ray neutron sensor observations across the globe Y. Zheng et al. 10.5194/hess-28-1999-2024
- River runoff estimation with satellite rainfall in Morocco Y. Tramblay et al. 10.1080/02626667.2023.2171295
- Unraveling flood dynamics at sub-daily time scales in semi-arid to arid basins in south Morocco M. Rachdane et al. 10.1007/s11069-024-07022-0
- Retrieval of Soil Moisture from FengYun-3D Microwave Radiation Imager Operational and Recalibrated Data Using Random Forest Regression C. Wei et al. 10.3390/atmos13040637
- Integrated water management under climate change through the application of the WEAP model in a Mediterranean arid region A. Hadri et al. 10.2166/wcc.2022.039
- Historical memory in remotely sensed soil moisture can enhance flash flood modeling for headwater catchments in Germany Y. Liu et al. 10.1016/j.jhydrol.2024.132395
- On the relation between antecedent basin conditions and runoff coefficient for European floods C. Massari et al. 10.1016/j.jhydrol.2023.130012
- Classification of flood-generating processes in Africa Y. Tramblay et al. 10.1038/s41598-022-23725-5
- Saharan rainfall climatology and its relationship with surface cyclones M. Armon et al. 10.1016/j.wace.2023.100638
- Hydrological modelling using the distributed hydrological model CEQUEAU in a semi-arid mountainous area: a case study of Ourika watershed, Marrakech Atlas, Morocco F. Fniguire et al. 10.1007/s41207-021-00287-y
- Evaluation of the GPM-IMERG Precipitation Product for Flood Modeling in a Semi-Arid Mountainous Basin in Morocco T. Saouabe et al. 10.3390/w12092516
22 citations as recorded by crossref.
- Climate change impacts on surface water resources in the Oued El Abid basin, Morocco E. El Khalki et al. 10.1080/02626667.2021.1982137
- Hydrological performance of the ERA5 reanalysis for flood modeling in Tunisia with the LISFLOOD and GR4J models E. Cantoni et al. 10.1016/j.ejrh.2022.101169
- Flood modeling through remote sensing datasets such as LPRM soil moisture and GPM-IMERG precipitation: A case study of ungauged basins across Morocco M. Ouaba et al. 10.1007/s12145-022-00904-6
- Estimation of Flood Discharge in Ungauged Basin Using GPM-IMERG Satellite-Based Precipitation Dataset in a Moroccan Arid Zone M. Ouaba et al. 10.1007/s41748-022-00296-z
- State-of-the-art hydrological models and application of the HEC-HMS model: a review M. Sahu et al. 10.1007/s40808-023-01704-7
- Evaluation of the Drivers Responsible for Flooding in Africa Y. Tramblay et al. 10.1029/2021WR029595
- The role of compound climate and weather extreme events in creating socio-economic impacts in South Florida J. Ali et al. 10.1016/j.wace.2023.100625
- Spatiotemporal sensitivity analysis of surface soil moisture to precipitation and temperature variations: a case study of the Cheliff Basin in Algeria S. Kabli et al. 10.1007/s00704-024-04875-0
- Evaluation of PERSIANN-CCS-CDR, ERA5, and SM2RAIN-ASCAT rainfall products for rainfall and drought assessment in a semi-arid watershed, Morocco A. Najmi et al. 10.2166/wcc.2023.461
- Classification and detection of natural disasters using machine learning and deep learning techniques: A review K. Abraham et al. 10.1007/s12145-023-01205-2
- Urban flood numerical modeling and hydraulic performance of a drainage network: A case study in Algiers, Algeria E. Lameche et al. 10.2166/wst.2023.277
- Hydrological assessment of different satellite precipitation products in semi-arid basins in Morocco E. El Khalki et al. 10.3389/frwa.2023.1243251
- Evaluation of reanalysis soil moisture products using cosmic ray neutron sensor observations across the globe Y. Zheng et al. 10.5194/hess-28-1999-2024
- River runoff estimation with satellite rainfall in Morocco Y. Tramblay et al. 10.1080/02626667.2023.2171295
- Unraveling flood dynamics at sub-daily time scales in semi-arid to arid basins in south Morocco M. Rachdane et al. 10.1007/s11069-024-07022-0
- Retrieval of Soil Moisture from FengYun-3D Microwave Radiation Imager Operational and Recalibrated Data Using Random Forest Regression C. Wei et al. 10.3390/atmos13040637
- Integrated water management under climate change through the application of the WEAP model in a Mediterranean arid region A. Hadri et al. 10.2166/wcc.2022.039
- Historical memory in remotely sensed soil moisture can enhance flash flood modeling for headwater catchments in Germany Y. Liu et al. 10.1016/j.jhydrol.2024.132395
- On the relation between antecedent basin conditions and runoff coefficient for European floods C. Massari et al. 10.1016/j.jhydrol.2023.130012
- Classification of flood-generating processes in Africa Y. Tramblay et al. 10.1038/s41598-022-23725-5
- Saharan rainfall climatology and its relationship with surface cyclones M. Armon et al. 10.1016/j.wace.2023.100638
- Hydrological modelling using the distributed hydrological model CEQUEAU in a semi-arid mountainous area: a case study of Ourika watershed, Marrakech Atlas, Morocco F. Fniguire et al. 10.1007/s41207-021-00287-y
1 citations as recorded by crossref.
Latest update: 30 Jan 2025
Short summary
In North Africa, the vulnerability to floods is high, and there is a need to improve the flood-forecasting systems. Remote-sensing and reanalysis data can palliate the lack of in situ measurements, in particular for soil moisture, which is a crucial parameter to consider when modeling floods. In this study we provide an evaluation of recent globally available soil moisture products for flood modeling in Morocco.
In North Africa, the vulnerability to floods is high, and there is a need to improve the...
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