Received: 06-08-2021
Accepted: 29-10-2021
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SWAT model applications in Vietnam: Challenges and Future Perspectives -A Review
Keywords
Land Use, Climate Change, Hydrology, SWAT model
Abstract
With nearly 5,000 publications in the world and more than 100 publications in Vietnam, the Soil and Water Assessment Tool (SWAT) is clearly one of the most extensively used ecological, hydrological models worldwide. Model capability assessment, land use/land cover change, and climate change assessment are the main SWAT applications that have been implemented in Vietnam since 1990s. The objectives ofthis paper are to: (1) introduce applications of SWAT model; (2) studies on SWAT model applications in Vietnam; and (3) challenges and potentials of SWAT model development in Vietnam. The results indicated that the challenges of the SWAT model’s applications in Vietnam including data unavailability and uncertainties which led to unreliable forecast results. Therefore, future studies should be paid attention to identifying and developing availability data and reliable input data for SWAT modeling. SWAT model modification based on the global climate model (GCM), geographical and land use conditions is another research direction to be considered in the future. In short, SWAT model is an effective tool for decision makers of land and water resources planning and management in the future.
References
Anh N.V., Fukuda S., Hiramatsu K. & Harada M. (2015). Sensitivity‐Based Calibration of the Soil and Water Assessment Tool for Hydrologic Cycle Simulation in the Cong Watershed, Vietnam. Water Environment Research. 87(8): 735-750.
Aires F., VenotJ.P., Massuel S., Gratiot N., Pham-Duc B. & Prigent C. (2020). Surface water evolution (2001-2017) at the Cambodia/Vietnam border in the upper mekong delta using satellite MODIS observations. Remote Sensing. 12(5): 800.
AnalyticsC. (2021). Web of science. Retrieved fromhttps://clarivate.com/products/web-of-science/ on March 24,2021.
Bộ Tài nguyện và Môi trường (2016).Kịch bản biến đổi khí hậu và nước biển dâng cho Việt Nam. Nhà xuất bản Tài nguyên -Môi trường và Bản đồ Việt Nam. 188tr.
Bộ Tài nguyên và Môi trường (2018). Báo cáo hiện trạng môi trường Quốc gia năm 2018. Chương 2: Môi trường nước các lưu vực sông. Nhà xuất bản Tài nguyên - Môi trường và Bản đồ Việt Nam. 158tr.
Center for Agriculture and Rural Development - CARD (2021). Swat Literature Database for Peer-Reviewed Journal Articles; Center for Agricultural and Rural Development, Iowa State University: Ames, IA, USA. Retrieved fromhttps://www.card.iastate.edu/swat_articles/ on 24 March 2021.
Douglas-Mankin K.R., Srinivasan R. & Arnold J.G. (2010). Soil and Water Assessment Tool (SWAT) model: Current developments and applications. Transactions of the ASABE. 53(5): 1423-1431.
Gassman P.W., Reyes M.R., Green C.H. & Arnold J.G. (2007). The soil and water assessment tool: historical development, applications, and future research directions. Transactions of the ASABE. 50(4): 1211-1250.
Giang P.Q., Toshiki K., Sakata M., Kunikane S. & Vinh T.Q. (2014). Modelling climate change impacts on the seasonality of water resources in the upper Ca river watershed in Southeast Asia. The Scientific World Journal.
Ha L.T., Bastiaanssen W.G., Van Griensven A., Van Dijk A.I. & Senay G.B. (2018). Calibration of spatially distributed hydrological processes and model parameters in SWAT using remote sensing data and an auto-calibration procedure: A case study in a Vietnamese river basin. Water. 10(2): 212.
Huyen N.T., Tu L.H., Tram V.N.Q., Minh D.N., Liem N.D. & Loi N.K. (2017). Assessing the impacts of climate change on water resources in the Srepok watershed, Central Highland of Vietnam. Journal of Water and Climate Change. 8(3): 524-534.
Khoi D.N. & Phi H.L. (2018). Impact of climate change on streamflow and water quality in the upper Dong Nai river basin, Vietnam. La Houille Blanche. (1): 70-79.
Khoi D.N. & Suetsugi T. (2014). Impact of climate and land-use changes on hydrological processes and sediment yield - a case study of the Be River catchment, Vietnam. Hydrological Sciences Journal. 59(5): 1095-1108.
Khoi D.N. & Thang L.V. (2017). Climate change impacts on streamflow and non‐point source pollutant loads in the 3S Rivers of the Mekong Basin. Water and Environment Journal. 31(3): 401-409.
Khoi D.N. & Thom V.T. (2015). Parameter uncertainty analysis for simulating streamflow in a river catchment of Vietnam. Global ecology and conservation. 4: 538-548.
Khoi D.N., Nguyen V.T., Sam T.T. & Nhi P.T.T. (2019). Evaluation on effects of climate and land-use changes on streamflow and water quality in the La Buong River Basin, Southern Vietnam. Sustainability. 11(24): 7221.
Khoi D.N., Nguyen V.T., Sam T.T., Ky Phung N. & Thi Bay N. (2020). Responses of river discharge and sediment load to climate change in the transboundary Mekong River Basin. Water and Environment Journal. 34: 367-380.
Khoi D.N., Sam T.T., Loi P.T., Hung B.V. & Nguyen V.T. (2021). Impact of climate change on hydro-meteorological drought over the Be River Basin, Viet Nam. Journal of Water and Climate Change.
Le Huong H. & Son N.T. (2020). Response of streamflow and soil erosion to climate change and human activities in Nam Rom River Basin, Northwest of Vietnam. Environment and Natural Resources Journal. 18(4): 411-423.
Loi N.K., Tram V.N.Q. & Au N.T.T. (2020). Climate change impacts on hydrology in the Dak B’la watershed, Central Highland Vietnam based on SWAT model. European Journal of Climate Change. 2(1): 22-31.
Marin M., Clinciu L., Tudose N.C., Ungurean C., Adorjani A., Mihalache A.L., Davidescu A.A., Savidescu S.O., Dinca L.&Cacovean H. (2020). Assessing the vulnerability of water resources in the context of climate changes in a small forested watershed using SWAT: a review. Environmental research.184: 109330.
McElroy A.D. (1976). Regional overview of the impact of land use on water quality. The Fluvial Transport of Sediment-Associated Nutrients and Contaminants. 105.
Moriasi D.N., Arnold J.G., Van Liew M.W., Bingner R.L., Harmel R.D. & Veith T.L. (2007). Model evaluation guidelines for systematic quantification of accuracy in watershed simulations. Transactions of the ASABE. 50(3): 885-900.
Moriasi D.N., Gitau M.W., Pai N. & Daggupati P. (2015). Hydrologic and water quality models: Performance measures and evaluation criteria. Transactions of the ASABE. 58(6): 1763-1785.
Nguyễn Duy Bình, Ngô Thanh Sơn, Nguyễn Đinh Công, Nguyễn Viết Dũng&Đỗ Nguyên Hải(2011). Ứng dụng công nghệ tin học để đánh giá, dự báo và cảnh báo tình trạng xói mòn đất trên đất dốc canh tác vùng đồi núi. Báo cáo tổng kết đề tàicấp Bộ Giáo dục và Đào tạo.Mã số: B2009-11-134. 212tr.
Nguyễn Kim Lợi, Hoàng Lê Tú & Nguyễn Duy Liêm (2013). Tài liệu hướng dẫn sử dụng mô hình SWAT phiên bản 2012. Nhà xuất bản Thành phố Hồ Chí Minh. 54tr.
Ngo T.S., Nguyen D.B. & Rajendra P.S. (2015). Effect of land use change on runoff and sediment yield in Da River Basin of Hoa Binh province, Northwest Vietnam. Journal of Mountain Science. 12(4): 1051-1064.
Nguyen H.Q. & Kappas M. (2015). Modeling surface runoff and evapotranspiration using SWAT and beach for a tropical watershed in North Vietnam, compared to MODIS products. International Journal of Advanced Remote Sensing and GIS. 4(1): 1367-1384.
Phan D.B., Wu C.C. & Hsieh S.C. (2011). Impact of climate change on stream discharge and sediment yield in Northern Viet Nam. Water Resources. 38(6): 827-836.
Phuong T.T., Thong C.V.T., Ngoc N.B. & Chuong H.V. (2014). Modeling soil erosion within small mountainous watershed in Central Vietnam Using GIS and SWAT. Resources and Environment. 4(3): 139-147.
Quyen N.T.N., Liem N.D. & Loi N.K. (2014). Effect of land use change on water discharge in Srepok watershed, Central Highland, Viet Nam. International Soil and Water Conservation Research. 2(3): 74-86.
Raghavan S.V., Vu M.T. & Liong S.Y. (2012). Assessment of future stream flow over the Sesan catchment of the Lower Mekong Basin in Vietnam. Hydrological Processes. 26(24): 3661-3668.
Son N.T. & Binh N.D. (2020). Predicting Land Use and Climate Changes Scenarios Impacts on Runoff and Soil Erosion: A Case Study in Hoa Binh Province, Lower Da River Basin, Northwest Vietnam. Environment Asia. 12(2).
Tram V.N.Q., Liem N.D. & Loi N.K. (2019). Simulating surface flow and baseflow in Poko catchment, Kon Tum province, Vietnam. Journal of Water and Climate Change. 10(3): 494-503.
Tran V. B., Ishidaira H., Nakamura T., Do T.N. & Nishida K. (2017). Estimation of nitrogen load with multi-pollution sources using the SWAT model: a case study in the Cau River Basin in Northern Vietnam. Journal of Water and Environment Technology. 15(3): 106-119.
Trang N.T.T., Shrestha S., Shrestha M., Datta A. & Kawasaki A. (2017). Evaluating the impacts of climate and land-use change on the hydrology and nutrient yield in a transboundary river basin: A case study in the 3S River Basin (Sekong, Sesan, and Srepok). Science of the Total Environment. 576: 586-598.
Wagner P.D., Kumar S., Fiener P. & Schneider K. (2011). Hydrological modeling with SWAT in a monsoon-driven environment: experience from the Western Ghats, India. Transactions of the ASABE. 54(5): 1783-1790.
Wischmeier W.H. & Smith D.D. (1978). Predicting rainfall erosion losses: a guide to conservation planning (No. 537). Department of Agriculture, Science and Education Administration.