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Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm
Published on: December 9, 2012
Modelling soil erosion in a Mediterranean watershed: Comparison between SWAT and AnnAGNPS models.
O M M Abdelwahab1, G F Ricci2, A M De Girolamo3
1Cairo University, Faculty of Agriculture, Agricultural Engineering Department, Cairo, Egypt.
This study compared the Soil and Water Assessment Tool (SWAT) and Annualized Agricultural Non-Point Source (AnnAGNPS) hydrological models in Italy. Both models accurately simulated streamflow and sediment load, identifying high erosion risk in the Carapelle basin.
Area of Science:
- Hydrology and Water Resources Management
- Environmental Modeling and Simulation
- Soil Erosion and Sediment Transport
Background:
- Accurate hydrological basin-scale modeling is crucial for effective water resource management and erosion control.
- The Soil and Water Assessment Tool (SWAT) and Annualized Agricultural Non-Point Source (AnnAGNPS) are widely used models for simulating hydrological processes and sediment loads.
- Comparative studies are needed to guide model selection based on data availability, ease of use, and performance in specific environmental contexts.
Purpose of the Study:
- To compare the performance of SWAT and AnnAGNPS in simulating hydrology and sediment load in a Mediterranean watershed (Carapelle, Southern Italy).
- To evaluate input data requirements, preparation effort, strengths, weaknesses, ease of use, and limitations of both models.
- To assess the erosion risk within the Carapelle basin based on model simulations and compare results with other European erosion models.
Main Methods:
- Calibration and validation of SWAT and AnnAGNPS models at a monthly time scale for hydrology and sediment load.
- Utilized a four-year observational dataset including streamflow and suspended sediment concentrations from the Carapelle watershed.
- Compared model-simulated sediment yields with estimates from European-scale models: PESERA and RUSLE2015.
Main Results:
- Both SWAT and AnnAGNPS demonstrated fair to very good correlation for streamflow and satisfactory performance for sediment load simulation.
- Simulated sediment loads were comparable to measured values, with SWAT and AnnAGNPS showing slight overestimation and underestimation, respectively, in the wettest year.
- The Carapelle basin was identified as having moderate to high erosion risk, with simulated average gross erosion by RUSLE2015 being comparable to SWAT and AnnAGNPS sediment yields.
Conclusions:
- SWAT and AnnAGNPS are valuable tools for hydrological and sediment load simulation in Mediterranean watersheds, despite minor differences in performance.
- The study provides practical insights for researchers and water managers in selecting and applying these models effectively.
- The findings highlight significant erosion risks in the studied basin, underscoring the need for targeted soil conservation strategies.
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