Sensitivity analysis of CN using SCS-CN approach, rain gauges and TRMM satellite data assessment into HEC-HMS hydrological model in the upper basin of Oum Er Rbia, Morocco

Hydrological process modelling consistency is associated with long available gauged data and reliable parameters, which is often limited. Multi-sensors and satellite-based products are considered as an alternative, especially dealing with ungauged basins. In this study, a HEC-HMS hydrological model...

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Published inModeling earth systems and environment Vol. 8; no. 4; pp. 4707 - 4729
Main Authors Faouzi, Elhousna, Arioua, Abdelkrim, Hssaisoune, Mohammed, Boudhar, Abdelghani, Elaloui, Abdenbi, Karaoui, Ismail
Format Journal Article
LanguageEnglish
Published Cham Springer International Publishing 01.11.2022
Subjects
Chemistry and Earth Sciences
Computer Science
Earth and Environmental Science
Earth Sciences
Earth System Sciences
Ecosystems
Environment
Math. Appl. in Environmental Science
Mathematical Applications in the Physical Sciences
Original Article
Physics
Statistics for Engineering
TRMM
Rainfall-Streamflow modelling
Gauged rain
HEC-HMS
Upper Oum Er Rbia basin
SCS-CN method
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Abstract Hydrological process modelling consistency is associated with long available gauged data and reliable parameters, which is often limited. Multi-sensors and satellite-based products are considered as an alternative, especially dealing with ungauged basins. In this study, a HEC-HMS hydrological model is used to test two rainfall dataset reliability (Gauges, TRMM product). The testing period is fixed for 2000–2011 to simulate streamflow generated at upper Oum Er Rbia basin. Dealing with soil information lack in the study, we implemented SCS-CN approach in its spatially semi distributed manner, adjusting CN, and comparing streamflow obtained by interpolated gauged and average TRMM pixels values, the model was calibrated to determine its accurate CN for the study area. In the calibration phase, the analysis of CN sensitivity shows its importance on direct flow simulation and for HEC-HMS results. Moreover, the optimal value for the study area is ranging between 30 and 40. In addition, the elaborated model is showing slightly sufficient performance when using TRMM precipitation data at a daily time scale even though its overestimations during intense precipitation events. As a conclusion, the model validation results show an instability estimation for simulated daily streamflow at the upper Oum Er Rbia basin.
AbstractList Hydrological process modelling consistency is associated with long available gauged data and reliable parameters, which is often limited. Multi-sensors and satellite-based products are considered as an alternative, especially dealing with ungauged basins. In this study, a HEC-HMS hydrological model is used to test two rainfall dataset reliability (Gauges, TRMM product). The testing period is fixed for 2000–2011 to simulate streamflow generated at upper Oum Er Rbia basin. Dealing with soil information lack in the study, we implemented SCS-CN approach in its spatially semi distributed manner, adjusting CN, and comparing streamflow obtained by interpolated gauged and average TRMM pixels values, the model was calibrated to determine its accurate CN for the study area. In the calibration phase, the analysis of CN sensitivity shows its importance on direct flow simulation and for HEC-HMS results. Moreover, the optimal value for the study area is ranging between 30 and 40. In addition, the elaborated model is showing slightly sufficient performance when using TRMM precipitation data at a daily time scale even though its overestimations during intense precipitation events. As a conclusion, the model validation results show an instability estimation for simulated daily streamflow at the upper Oum Er Rbia basin.
Author Boudhar, Abdelghani
Elaloui, Abdenbi
Faouzi, Elhousna
Karaoui, Ismail
Arioua, Abdelkrim
Hssaisoune, Mohammed
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  fullname: Faouzi, Elhousna
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  organization: Data4Earth Laboratory Faculty of Sciences and Technics, Sultan Moulay Slimane University
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Keywords TRMM
Rainfall-Streamflow modelling
Gauged rain
HEC-HMS
Upper Oum Er Rbia basin
SCS-CN method
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Snippet Hydrological process modelling consistency is associated with long available gauged data and reliable parameters, which is often limited. Multi-sensors and...
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SubjectTerms Chemistry and Earth Sciences
Computer Science
Earth and Environmental Science
Earth Sciences
Earth System Sciences
Ecosystems
Environment
Math. Appl. in Environmental Science
Mathematical Applications in the Physical Sciences
Original Article
Physics
Statistics for Engineering
Title Sensitivity analysis of CN using SCS-CN approach, rain gauges and TRMM satellite data assessment into HEC-HMS hydrological model in the upper basin of Oum Er Rbia, Morocco
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