Articles | Volume 23, issue 2
https://doi.org/10.5194/hess-23-1113-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/hess-23-1113-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Multi-site calibration and validation of SWAT with satellite-based evapotranspiration in a data-sparse catchment in southwestern Nigeria
Abolanle E. Odusanya
Institute for Hydrology and Water Management, University of Natural Resources and Life Sciences, Vienna (BOKU), 1190 Vienna, Austria
Institute for Hydrology and Water Management, University of Natural Resources and Life Sciences, Vienna (BOKU), 1190 Vienna, Austria
Division of Agronomy, University of Natural Resources and Life Sciences, Vienna (BOKU), 3430 Tulln, Austria
Christoph Schürz
Institute for Hydrology and Water Management, University of Natural Resources and Life Sciences, Vienna (BOKU), 1190 Vienna, Austria
Adebayo O. Oke
Institute of Agricultural Research and Training, Land and Water Resources Management Programme, Obafemi Awolowo University P.M.B 5029, Moor Plantation, Ibadan, Nigeria
Olufiropo S. Awokola
Department of Civil Engineering, College of Engineering, University of Agriculture, P.M.B. 2240, Abeokuta, Nigeria
Julius A. Awomeso
Department of Water Resources Management and Agrometeorology, College of Environmental Resources Management, University of Agriculture, P.M.B.2240, Abeokuta, Nigeria
Joseph O. Adejuwon
Department of Water Resources Management and Agrometeorology, College of Environmental Resources Management, University of Agriculture, P.M.B.2240, Abeokuta, Nigeria
Karsten Schulz
Institute for Hydrology and Water Management, University of Natural Resources and Life Sciences, Vienna (BOKU), 1190 Vienna, Austria
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Cited
39 citations as recorded by crossref.
- Assessing the Impact of Best Management Practices in a Highly Anthropogenic and Ungauged Watershed Using the SWAT Model: A Case Study in the El Beal Watershed (Southeast Spain) A. López-Ballesteros et al. 10.3390/agronomy9100576
- Evaluating satellite-based evapotranspiration estimates for hydrological applications in data-scarce regions: A case in Ethiopia Y. Dile et al. 10.1016/j.scitotenv.2020.140702
- Spatiotemporal change and attribution of potential evapotranspiration over China from 1901 to 2100 Y. Ding & S. Peng 10.1007/s00704-021-03625-w
- Application of Satellite-Based and Observed Precipitation Datasets for Hydrological Simulation in the Upper Mahi River Basin of Rajasthan, India D. Bhati et al. 10.3390/su13147560
- Climate change variability assessment on water resources by SWAT model: A Review A. Raj et al. 10.32438/WPE.23021
- Modeling the impact of agricultural crops on the spatial and seasonal variability of water balance components in the Lake Tana basin, Ethiopia T. Tigabu et al. 10.2166/nh.2019.170
- Studying Onset and Evolution of Agricultural Drought in Mekong River Basin through Hydrologic Modeling B. Palanisamy et al. 10.3390/w13243622
- Assessing streamflow modeling using single and multi-site calibration approach on Bharathpuzha catchment, India: a case study L. Singh & S. Saravanan 10.1007/s40808-022-01353-2
- Catchment Scale Evaluation of Multiple Global Hydrological Models from ISIMIP2a over North America M. Troin et al. 10.3390/w13213112
- Evaluation of global land use/land cover products for hydrologic simulation in the Upper Yom River Basin, Thailand C. Chirachawala et al. 10.1016/j.scitotenv.2019.135148
- Analysing the Impact of Climate Change on Hydrological Ecosystem Services in Laguna del Sauce (Uruguay) Using the SWAT Model and Remote Sensing Data C. Aznarez et al. 10.3390/rs13102014
- Remote-sensing precipitation and temperature evaluation using soil and water assessment tool with multiobjective calibration in the Shiyang River Basin, Northwest China G. Zhang et al. 10.1016/j.jhydrol.2020.125416
- A holistic approach for determining the hydrology of the mar menor coastal lagoon by combining hydrological & hydrodynamic models J. Senent-Aparicio et al. 10.1016/j.jhydrol.2021.127150
- Modelling streamflow using the SWAT model and multi-site calibration utilizing SUFI-2 of SWAT-CUP model for high altitude catchments, NW Himalaya's M. Malik et al. 10.1007/s40808-021-01145-0
- Global soil, landuse, evapotranspiration, historical and future weather databases for SWAT Applications K. Abbaspour et al. 10.1038/s41597-019-0282-4
- Hydrological Impacts of Large Fires and Future Climate: Modeling Approach Supported by Satellite Data C. Carvalho-Santos et al. 10.3390/rs11232832
- Exploring the Application of Flood Scaling Property in Hydrological Model Calibration 10.1175/JHM-D-21-0123.1
- An ET-Based Two-Phase Method for the Calibration and Application of Distributed Hydrological Models Z. Sun et al. 10.1007/s11269-021-02774-x
- Techniques for calibration and validation of SWAT model in data scarce arid and semi-arid catchments in South Africa A. Mengistu et al. 10.1016/j.ejrh.2019.100621
- Augmenting freshwater availability in mountain headwater streams: Assessing the sustainability under baseline and future climate change scenarios B. Yifru et al. 10.1016/j.iswcr.2021.08.002
- Improved forest dynamics leads to better hydrological predictions in watershed modeling H. Haas et al. 10.1016/j.scitotenv.2022.153180
- Simulating Future Groundwater Recharge in Coastal and Inland Catchments G. Busico et al. 10.1007/s11269-021-02907-2
- Comparison of single-site, multi-site and multi-variable SWAT calibration strategies A. Franco et al. 10.1080/02626667.2020.1810252
- Water security assessment in ungauged regions using the water balance and water footprint concepts and satellite observations E. Nkiaka 10.2166/nh.2022.124
- Evaluating a finer resolution global hydrological model’s simulation of discharge in four West-African river basins T. Babalola et al. 10.1007/s40808-020-00948-x
- Improvement of the ESA CCI Land cover maps for water balance analysis in tropical regions: A case study in the Muda River Basin, Malaysia M. Tan et al. 10.1016/j.ejrh.2021.100837
- Parameter Optimization for Uncertainty Reduction and Simulation Improvement of Hydrological Modeling J. Hui et al. 10.3390/rs12244069
- Satellite-Based Evapotranspiration in Hydrological Model Calibration L. Jiang et al. 10.3390/rs12030428
- Hydrological impacts of climate change on a data-scarce Greek catchment P. Venetsanou et al. 10.1007/s00704-020-03130-6
- Learning from satellite observations: increased understanding of catchment processes through stepwise model improvement P. Hulsman et al. 10.5194/hess-25-957-2021
- Multi-site multi-objective calibration of SWAT model using a large dataset for improved performance in Ethiopia H. Aragaw & S. Mishra 10.1007/s12517-022-09602-5
- Potential of satellite and reanalysis evaporation datasets for hydrological modelling under various model calibration strategies M. Dembélé et al. 10.1016/j.advwatres.2020.103667
- A catchment scale assessment of water balance components: a case study of Chittar catchment in South India D. Pandi et al. 10.1007/s11356-022-19032-1
- A parallel computing-based and spatially stepwise strategy for constraining a semi-distributed hydrological model with streamflow observations and satellite-based evapotranspiration L. Zhang et al. 10.1016/j.jhydrol.2021.126359
- GRACEfully Closing the Water Balance: A Data‐Driven Probabilistic Approach Applied to River Basins in Iran G. Schoups & M. Nasseri 10.1029/2020WR029071
- A Review of Coupled Hydrologic-Hydraulic Models for Floodplain Assessments in Africa: Opportunities and Challenges for Floodplain Wetland Management I. Chomba et al. 10.3390/hydrology8010044
- Estimation of Hydrologic Simulation in Upstream of KRS Reservoir using SWAT Model B. Deepthi et al. 10.1088/1755-1315/822/1/012031
- Effect of sensitivity analysis on parameter optimization: Case study based on streamflow simulations using the SWAT model in China M. Li et al. 10.1016/j.jhydrol.2021.126896
- Calibration of a Distributed Hydrological Model (VIC-3L) Based on Global Water Resources Reanalysis Datasets S. Koohi et al. 10.1007/s11269-022-03081-9
38 citations as recorded by crossref.
- Assessing the Impact of Best Management Practices in a Highly Anthropogenic and Ungauged Watershed Using the SWAT Model: A Case Study in the El Beal Watershed (Southeast Spain) A. López-Ballesteros et al. 10.3390/agronomy9100576
- Evaluating satellite-based evapotranspiration estimates for hydrological applications in data-scarce regions: A case in Ethiopia Y. Dile et al. 10.1016/j.scitotenv.2020.140702
- Spatiotemporal change and attribution of potential evapotranspiration over China from 1901 to 2100 Y. Ding & S. Peng 10.1007/s00704-021-03625-w
- Application of Satellite-Based and Observed Precipitation Datasets for Hydrological Simulation in the Upper Mahi River Basin of Rajasthan, India D. Bhati et al. 10.3390/su13147560
- Climate change variability assessment on water resources by SWAT model: A Review A. Raj et al. 10.32438/WPE.23021
- Modeling the impact of agricultural crops on the spatial and seasonal variability of water balance components in the Lake Tana basin, Ethiopia T. Tigabu et al. 10.2166/nh.2019.170
- Studying Onset and Evolution of Agricultural Drought in Mekong River Basin through Hydrologic Modeling B. Palanisamy et al. 10.3390/w13243622
- Assessing streamflow modeling using single and multi-site calibration approach on Bharathpuzha catchment, India: a case study L. Singh & S. Saravanan 10.1007/s40808-022-01353-2
- Catchment Scale Evaluation of Multiple Global Hydrological Models from ISIMIP2a over North America M. Troin et al. 10.3390/w13213112
- Evaluation of global land use/land cover products for hydrologic simulation in the Upper Yom River Basin, Thailand C. Chirachawala et al. 10.1016/j.scitotenv.2019.135148
- Analysing the Impact of Climate Change on Hydrological Ecosystem Services in Laguna del Sauce (Uruguay) Using the SWAT Model and Remote Sensing Data C. Aznarez et al. 10.3390/rs13102014
- Remote-sensing precipitation and temperature evaluation using soil and water assessment tool with multiobjective calibration in the Shiyang River Basin, Northwest China G. Zhang et al. 10.1016/j.jhydrol.2020.125416
- A holistic approach for determining the hydrology of the mar menor coastal lagoon by combining hydrological & hydrodynamic models J. Senent-Aparicio et al. 10.1016/j.jhydrol.2021.127150
- Modelling streamflow using the SWAT model and multi-site calibration utilizing SUFI-2 of SWAT-CUP model for high altitude catchments, NW Himalaya's M. Malik et al. 10.1007/s40808-021-01145-0
- Global soil, landuse, evapotranspiration, historical and future weather databases for SWAT Applications K. Abbaspour et al. 10.1038/s41597-019-0282-4
- Hydrological Impacts of Large Fires and Future Climate: Modeling Approach Supported by Satellite Data C. Carvalho-Santos et al. 10.3390/rs11232832
- Exploring the Application of Flood Scaling Property in Hydrological Model Calibration 10.1175/JHM-D-21-0123.1
- An ET-Based Two-Phase Method for the Calibration and Application of Distributed Hydrological Models Z. Sun et al. 10.1007/s11269-021-02774-x
- Techniques for calibration and validation of SWAT model in data scarce arid and semi-arid catchments in South Africa A. Mengistu et al. 10.1016/j.ejrh.2019.100621
- Augmenting freshwater availability in mountain headwater streams: Assessing the sustainability under baseline and future climate change scenarios B. Yifru et al. 10.1016/j.iswcr.2021.08.002
- Improved forest dynamics leads to better hydrological predictions in watershed modeling H. Haas et al. 10.1016/j.scitotenv.2022.153180
- Simulating Future Groundwater Recharge in Coastal and Inland Catchments G. Busico et al. 10.1007/s11269-021-02907-2
- Comparison of single-site, multi-site and multi-variable SWAT calibration strategies A. Franco et al. 10.1080/02626667.2020.1810252
- Water security assessment in ungauged regions using the water balance and water footprint concepts and satellite observations E. Nkiaka 10.2166/nh.2022.124
- Evaluating a finer resolution global hydrological model’s simulation of discharge in four West-African river basins T. Babalola et al. 10.1007/s40808-020-00948-x
- Improvement of the ESA CCI Land cover maps for water balance analysis in tropical regions: A case study in the Muda River Basin, Malaysia M. Tan et al. 10.1016/j.ejrh.2021.100837
- Parameter Optimization for Uncertainty Reduction and Simulation Improvement of Hydrological Modeling J. Hui et al. 10.3390/rs12244069
- Satellite-Based Evapotranspiration in Hydrological Model Calibration L. Jiang et al. 10.3390/rs12030428
- Hydrological impacts of climate change on a data-scarce Greek catchment P. Venetsanou et al. 10.1007/s00704-020-03130-6
- Learning from satellite observations: increased understanding of catchment processes through stepwise model improvement P. Hulsman et al. 10.5194/hess-25-957-2021
- Multi-site multi-objective calibration of SWAT model using a large dataset for improved performance in Ethiopia H. Aragaw & S. Mishra 10.1007/s12517-022-09602-5
- Potential of satellite and reanalysis evaporation datasets for hydrological modelling under various model calibration strategies M. Dembélé et al. 10.1016/j.advwatres.2020.103667
- A catchment scale assessment of water balance components: a case study of Chittar catchment in South India D. Pandi et al. 10.1007/s11356-022-19032-1
- A parallel computing-based and spatially stepwise strategy for constraining a semi-distributed hydrological model with streamflow observations and satellite-based evapotranspiration L. Zhang et al. 10.1016/j.jhydrol.2021.126359
- GRACEfully Closing the Water Balance: A Data‐Driven Probabilistic Approach Applied to River Basins in Iran G. Schoups & M. Nasseri 10.1029/2020WR029071
- A Review of Coupled Hydrologic-Hydraulic Models for Floodplain Assessments in Africa: Opportunities and Challenges for Floodplain Wetland Management I. Chomba et al. 10.3390/hydrology8010044
- Estimation of Hydrologic Simulation in Upstream of KRS Reservoir using SWAT Model B. Deepthi et al. 10.1088/1755-1315/822/1/012031
- Effect of sensitivity analysis on parameter optimization: Case study based on streamflow simulations using the SWAT model in China M. Li et al. 10.1016/j.jhydrol.2021.126896
Discussed (final revised paper)
Latest update: 25 Mar 2023
Short summary
The main objective was to calibrate and validate the eco-hydrological model Soil and Water Assessment Tool (SWAT) with satellite-based actual evapotranspiration (AET) data for the data-sparse Ogun River Basin (20 292 km2) located in southwestern Nigeria. The SWAT model, composed of the Hargreaves PET equation and calibrated using the GLEAM_v3.0a data (GS1), performed well for the simulation of AET and provided a good level of confidence for using the SWAT model as a decision support tool.
The main objective was to calibrate and validate the eco-hydrological model Soil and Water...