Seasonal variation of currents in the Cam-Nam Trieu estuary (Hai Phong, Vietnam): results from a 3D modelling
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https://doi.org/10.15625/1859-3097/20339Keywords:
Delft3D, Cam-Nam Trieu estuary, currents, velocity, directionAbstract
This paper employs the Delft3D numerical model to characterize the seasonal variation of currents in the Cam-Nam Trieu estuary during 2015. Model outputs were validated and calibrated against measured water level and current velocity data at Hon Dau. The convincing performance of Delft3D in replicating natural conditions is evident from the high Nash-Sutcliffe Efficiency (NSE) (up to 0.972), low Root Mean Squared Error (RMSE), and strong R-squared (R) values for both water level and current velocity. Current magnitudes in the wet and early wet seasons significantly exceed those observed during the dry season. Peak ebb tide velocities can reach 1.6 m/s. While river discharge to the sea is diminished in the dry season, the impact of tides becomes more pronounced, with a clearer stratification of water velocity during spring tides compared to neap tides. The influence of strong river flow in the dry season is apparent in higher current velocities during ebb and low tides relative to flood and high tides, particularly during neap tide conditions. The successful replication of the Cam-Nam Trieu estuary’s hydrological regime by the Delft3D model positions it as a valuable tool for future predictive simulations in the region. These simulations will make substantial contributions to coastal and marine management. The findings of this research serve as a foundational reference for subsequent studies.
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[1] B. Fox-Kemper, H. T. Hewitt, C. Xiao, G. Aðalgeirsdóttir, S. S. Drijfhout, T. L. Edwards, N. R. Golledge, M. Hemer, R. E. Kopp, G. Krinner, A. Mix, D. Notz, S. Nowicki, I. S. Nurhati, L. Ruiz, J.-B. Sallée, A. B. A. Slangen, and Y. Yu, “Ocean, cryosphere, and sea level change,” in Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change, Cambridge, U.K.: Cambridge Univ. Press, pp. 1211–1361, 2021.
[2] V. D. Vinh and S. Ouillon, “The double structure of the Estuarine Turbidity Maximum in the Cam-Nam Trieu mesotidal tropical estuary, Vietnam,” Marine Geology, vol. 442, 106670, 2021.
[3] V. D. Vinh, S. Ouillon, and D. Van Uu, “Estuarine Turbidity Maxima and variations of aggregate parameters in the Cam–Nam Trieu estuary, North Vietnam, in early wet season,” Water, vol. 10, no. 1, 68, 2018.
[4] D. N. Van, “The influence of wind and oceanographic factors on characteristics of suspended sediment transport in Bach Dang estuary,” Vietnam Journal of Marine Science and Technology, vol. 13, no. 3, pp. 216–226, 2013. [in Vietnamese].
[5] V. D. Vinh, T. A. Tu, and D. D. Chien, “Simulation of hydrodynamics and suspended sediment transport in the coastal zone of Hai Phong,” Collection of Marine Resources and Environment, vol. 3, no. 1, pp. 328–341, 2008. [in Vietnamese].
[6] H. M. Nguyen, S. Ouillon, and V. D. Vu, “Sea level variation and trend analysis by comparing Mann–Kendall test and innovative trend analysis in front of the Red River Delta, Vietnam (1961–2020),” Water, vol. 14, no. 11, 1709, 2022.
[7] N. Neeman, J. A. Servis, and E. Naro-Maciel, “Conservation issues: Oceanic ecosystems,” in Reference Module in Earth Systems and Environmental Sciences, Amsterdam, The Netherlands: Elsevier, 2015.
[8] C. Johnson, M. D. Affolter, P. Inkenbrandt, and C. Mosher, “Coastlines,” in An Introduction to Geology, 2017.
[9] S. Ouillon, “Why and how do we study sediment transport? Focus on coastal zones and ongoing methods,” Water, vol. 10, no. 4, 390, 2018.
[10] A. H. Al-Rabeh, H. M. Cekirge, and N. Gunay, “A stochastic simulation model of oil spill fate and transport,” Applied Mathematical Modelling, vol. 13, no. 6, pp. 322–329, 1989.
[11] V. Vanoni, Sedimentation Engineering, Manuals and Reports on Engineering Practice, no. 54, 1975.
[12] G. R. Lesser, J. V. Roelvink, J. T. M. van Kester, and G. S. Stelling, “Development and validation of a three-dimensional morphological model,” Coastal Engineering, vol. 51, no. 8–9, pp. 883–915, 2004.
[13] J. C. Warner, C. R. Sherwood, R. P. Signell, C. K. Harris, and H. G. Arango, “Development of a three-dimensional, regional, coupled wave, current, and sediment-transport model,” Computers & Geosciences, vol. 34, no. 10, pp. 1284–1306, 2008.
[14] L. Amoudry, “A review on coastal sediment transport modelling,” Internal Document no. 189, 46 pp., 2008. [Online]. Available: http://nora.nerc.ac.uk/8360
[15] Q. Wang, S. Li, P. Jia, C. Qi, and F. Ding, “A review of surface water quality models,” The Scientific World Journal, vol. 2013, 231768, 2013.
[16] H. V. Cuong and N. M. Linh, “Study on the spread of pollutants on two-dimensional mathematical model of Do Son–Hai Phong sea area,” Journal of Water Resources Science and Technology, no. 25, 2015.
[17] T. H. Tran, “Application of MIKE 21 FM modelling to simulate the water quality at the coastal area Đình Vũ,” Journal of Natural Sciences, vol. 1, no. T4, pp. 282–292, 2017.
[18] N. C. Cong, N. M. Huan, and P. T. Bac, “Transport simulation of caused pollution matter from river mouth to swimming beach in Nha Trang,” in Proceedings of the International Conference on “Bien Dong”, vol. 1, pp. 34–44, 2012.
[19] V. D. Vinh, “Numerical modeling study of hydrodynamic and water quality in the Bai Tu Long Bay,” Marine Resource and Environment, tome XII, pp. 93–116, Science and Technics Publishing House, 2007.
[20] N. K. Cuong, D. Van Uu, and M. Uehara, “Development of modeling system to simulate hydrodynamic and environmental quantities in the Hai Phong estuary, Vietnam,” in Proceedings of the 34th World Congress of the International Association for Hydro-Environment Research and Engineering (IAHR): 33rd Hydrology and Water Resources Symposium and 10th Conference on Hydraulics in Water Engineering, Barton, ACT, Australia: Engineers Australia, pp. 3255–3262, 2011.
[21] V. D. Vinh, S. Ouillon, T. D. Thanh, and L. V. Chu, “Impact of the Hoa Binh dam (Vietnam) on water and sediment budgets in the Red River basin and delta,” Hydrology and Earth System Sciences, vol. 18, no. 10, pp. 3987–4005, 2014.
[22] M. T. Jones, P. Weatherall, and R. N. Cramer, User Guide to the Centenary Edition of the GEBCO Digital Atlas and Its Data Sets. Natural Environment Research Council, 2009.
[23] V. D. Vinh, S. Ouillon, J. P. Lefebvre, T. A. Tu, P. H. An, L. D. Cuong, and N. M. Hai, “Application of a 3D numerical model for simulation of suspended sediment transport in the Bach Dang-Cam estuary (Vietnam),” in Proceedings of the VAST-IRD Symposium on Marine Sciences, Hai Phong, Vietnam, pp. 134–144, 2013.
[24] F. Lyard, F. Lefevre, T. Letellier, and O. Francis, “Modelling the global ocean tides: Modern insights from FES2004,” Ocean Dynamics,
vol. 56, no. 5, pp. 394–415, 2006.
[25] NOAA National Centre for Environmental Information, World Ocean Atlas 2013: Data Access. [Online]. Available: https://www.no-dc.noaa.gov/OC5/woa13/woa13data.html
[26] S. Saha, S. Moorthi, X. Wu, J. Wang, S. Nadiga, P. Tripp, D. Behringer, Y.-T. Hou, H.-Y. Chuang, M. Iredell, M. Ek, J. Meng, R. Yang, M. P. Mendez, H. van den Dool, Q. Zhang, W. Wang, M. Chen, and E. Becker, “The NCEP climate forecast system version 2,” Journal of Climate, vol. 27, no. 6, pp. 2185–2208, 2014.
[27] Deltares Systems, Chapter 10: Numerical aspects of Delft3D-FLOW, Hydro-Morphodynamics User Manual, in 3D/2D Modelling Suite for Integral Water Solutions DELFT3D, version 3.15, Boussinesqweg: Deltares, pp. 265–330, 2020.
[28] R. L. Sapra, “Using R2 with caution,” Current Medicine Research and Practice, vol. 4, no. 3, pp. 130–134, 2014.
[29] J. P. Lefebvre, S. Ouillon, V. D. Vinh, R. Arfi, J. Y. Panché, X. Mari, C. V. Thuoc, and J. P. Torréton, “Seasonal variability of cohesive sediment aggregation in the Bach Dang–Cam Estuary, Haiphong (Vietnam),” Geo-Marine Letters, vol. 32, no. 2, pp. 103–121, 2012.
[30] J. E. Nash and J. V. Sutcliffe, “River flow forecasting through conceptual models part I—A discussion of principles,” Journal of Hydrology, vol. 10, no. 3, pp. 282–290, 1970.
[31] E. Servat and A. Dezetter, “Sélection de fonctions critères dans le cadre d’une modélisation pluie-débit en zone de savane soudanaise,” Hydrological Sciences Journal, vol. 36, pp. 307–330, 1991.
[32] ASCE Task Committee on Definition of Criteria for Evaluation of Watershed Models of the Watershed Management Committee, Irrigation and Drainage Division, “Criteria for evaluation of watershed models,” Journal of Irrigation and Drainage Engineering, vol. 119, no. 3, pp. 429–442, 1993.
[33] D. R. Legates and G. J. McCabe Jr., “Evaluating the use of ‘goodness‐of‐fit’ measures in hydrologic and hydroclimatic model validation,” Water Resources Research, vol. 35, no. 1, pp. 233–241, 1999.
[34] V. D. Vinh and T. D. Thanh, “Characteristics of current variation in the coastal area of Red River Delta—results of research using the 3D numerical model,” Vietnam Journal of Marine Science and Technology, vol. 14, no. 2, pp. 139–148, 2014. [in Vietnamese].
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