LU Ang, TIAN Peng, ZHAO Guangju, et al. Runoff and Sediment Processes Simulation Based on Mixed Runoff Generation Model in the Loess Plateau Watershed, China[J]. 2023, 37(6): 57-64.
DOI:
LU Ang, TIAN Peng, ZHAO Guangju, et al. Runoff and Sediment Processes Simulation Based on Mixed Runoff Generation Model in the Loess Plateau Watershed, China[J]. 2023, 37(6): 57-64. DOI: 10.13870/j.cnki.stbcxb.2023.06.008.
Runoff and Sediment Processes Simulation Based on Mixed Runoff Generation Model in the Loess Plateau Watershed, China
In order to better understand the water and sediment transport characteristics in the arid and semi-arid region of the Loess Plateau under complex geomorphological conditions
a distributed watershed water and sediment process model suitable for the Loess Plateau was constructed based on the vertical mixing production mechanism and kinematic wave equation
coupled with watershed soil erosion and sediment transport modules
and the influence of terraces on water and sediment movement was considered. Measured runoff and sediment data of multiple years of flood events in the Xichuan River basin
a tributary of the Yanhe River in Loess Plateau
were used for calibration and validation of the model. The Nash-Sutcliffe efficiency coefficients of runoff simulation were higher than 0.56
with an average value greater than 0.70. The simulated flood peak shape
peak value
and peak time of the simulated floods were in good agreement with the measured floods. However
the model simulation accuracy of soil erosion and sediment transport was relatively low
with a mean Nash-Sutcliffe efficiency coefficient of 0.79 during the calibration period
but only 0.45 during the verification period. The overall trend of the simulation results was consistent with the measured values
but the peak sediment transport simulation values were lower than the measured values. The model can simulate the flood runoff process in watersheds in the Loess Plateau with relatively high accuracy
however the simulated sediment transport values were lower than the measured values
and this was due to both the error propagation of the production convergence flow module and the insufficient consideration of gravity erosion. Therefore
in the future
the model will consider gravity erosion processes such as landslides and rockfalls to improve simulation accuracy and efficiency
providing an effective tool for simulating watershed water and sediment processes and integrated watershed management.
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references
Karlen D L, Rice C W. Soil degradation: Will humankind ever learn?[J].Sustainability,2015,7(9):12490-12501.
Zhang S Y, Zhao G J, Mu X M, et al. Changes in streamflow regimes and their responses to different soil and water conservation measures in the Loess Plateau watersheds, China[J].Hydrological Processes,2021,35(10):e14401.
Tian X J, Zhao G J, Mu X M, et al. Decoupling effects of driving factors on sediment yield in the Chinese Loess Plateau[J].International Soil and Water Conservation Research,2023,11(1):60-74.
Zhang X P, Lin P F, Chen H, et al. Understanding land use and cover change impacts on run-off and sediment load at flood events on the Loess Plateau, China[J].Hydrological Processes,2018,32(4):576-589.
Bezak N, Mikoš M, Borrelli P, et al. Soil erosion modelling: A bibliometric analysis[J].Environmental Research,2021,197:e111087.
Borrelli P, Alewell C, Alvarez P, et al. Soil erosion modelling: A global review and statistical analysis[J].Science of the Total Environment,2021,780:e146494.
de Vente J, Poesen J, Verstraeten G, et al. Spatially distributed modelling of soil erosion and sediment yield at regional scales in Spain[J].Global and Planetary Change,2008,60(3/4):393-415.
Wang G Q, Fu X D, Shi H Y, et al. Watershed sediment dynamics and modeling: A watershed modeling system for yellow river[M].Advances in Water Resources Engineering,2015:1-40.
Cai J Y, Zhou Z H, Liu J J, et al. A three-process-based distributed soil erosion model at catchment scale on the Loess Plateau of China[J].Journal of Hydrology,2019,578:e124005.
Ma H B, Nittrouer J A, Naito K, et al.The exceptional sediment load of fine-grained dispersal systems: Example of the Yellow River, China[J].Science Advances,2017,3(5):e1603114.
Tian P, Feng J H, Zhao G J, et al. Rainfall, runoff, and suspended sediment dynamics at the flood event scale in a Loess Plateau watershed, China[J].Hydrological Processes,2022,36(2):e14486.
Zhao G J, Gao P, Tian P, et al. Assessing sediment connectivity and soil erosion by water in a representative catchment on the Loess Plateau, China[J].Catena,2020,185:e104284.
Li D Y, Liang Z M, Zhou Y, et al. Multicriteria assessment framework of flood events simulated with vertically mixed runoff model in semiarid catchments in the middle Yellow River[J].Natural Hazards and Earth System Sciences,2019,19(9):2027-2037.
De Roo A P J, Wesseling C G, Van Deursen W P A. Physically based river basin modelling within a GIS: The LISFLOOD model[J].Hydrological Processes,2000,14(11/12):1981-1992.
Eekhout J P C, Terink W, de Vente J. Assessing the large-scale impacts of environmental change using a coupled hydrology and soil erosion model[J].Earth Surface Dynamics,2018,6(3):687-703.
邵辉.渭河流域水土流失变化对梯田措施响应的模拟研究[D].陕西杨凌:西北农林科技大学,2013.
Terink W, Lutz A F, Simons G W H, et al. SPHY v2.0: Spatial processes in hydrology[J].Geoscientific Model Development,2015,8(7):2009-2034.
Neitsch S L, Arnold J G, Kiniry J R, et al. Soil and water assessment tool theoretical documentation version 2009[R].College Station, Texas: Water Resources Institute,2011.
Saltelli A, Bolado R. An alternative way to compute Fourier amplitude sensitivity test (FAST)[J].Computational Statistics and Data Analysis,1998,26(4):445-460.
Duan Q Y, Sorooshian S, Gupta V K. Optimal use of the SCE-UA global optimization method for calibrating watershed models[J].Journal of Hydrology,1994,158(3/4):265-284.