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Accurate simulation of ice and snow runoff for the mountainous terrain of the Kunlun Mountains, China

(2020) REMOTE SENSING. 12(1).
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Abstract
While mountain runoff provides great potential for the development and life quality of downstream populations, it also frequently causes seasonal disasters. The accurate modeling of hydrological processes in mountainous areas, as well as the amount of meltwater from ice and snow, is of great significance for the local sustainable development, hydropower regulations, and disaster prevention. In this study, an improved model, the Soil Water Assessment Tool with added ice-melt module (SWATAI) was developed based on the Soil Water Assessment Tool (SWAT), a semi-distributed hydrological model, to simulate ice and snow runoff. A temperature condition used to determine precipitation types has been added in the SWATAI model, along with an elevation threshold and an accumulative daily temperature threshold for ice melt, making it more consistent with the runoff process of ice and snow. As a supplementary reference, the comparison between the normalized difference vegetation index (NDVI) and the quantity of meltwater were conducted to verify the simulation results and assess the impact of meltwater on the ecology. Through these modifications, the accuracy of the daily flow simulation results has been considerably improved, and the contribution rate of ice and snow melt to the river discharge calculated by the model increased by 18.73%. The simulation comparison of the flooding process revealed that the accuracy of the simulated peak flood value by the SWATAI was 77.65% higher than that of the SWAT, and the temporal accuracy was 82.93% higher. The correlation between the meltwater calculated by the SWATAI and the NDVI has also improved significantly. This improved model could simulate the flooding processes with high temporal resolution in alpine regions. The simulation results could provide technical support for economic benefits and reasonable reference for flood prevention.
Keywords
SWAT, ice-melt, flood processes, accumulated temperature, NDVI, Tizinafu River Basin (TRB), GLACIER MASS-BALANCE, PROJECTED CLIMATE-CHANGE, TARIM RIVER-BASIN, SWAT MODEL, UNCERTAINTY ANALYSIS, TIEN-SHAN, HYDROLOGICAL MODEL, MELT, PRECIPITATION, STREAMFLOW

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Citation

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MLA
Duan, Yongchao, et al. “Accurate Simulation of Ice and Snow Runoff for the Mountainous Terrain of the Kunlun Mountains, China.” REMOTE SENSING, vol. 12, no. 1, 2020, doi:10.3390/rs12010179.
APA
Duan, Y., Liu, T., Meng, F., Yuan, Y., Luo, M., Huang, Y., … De Maeyer, P. (2020). Accurate simulation of ice and snow runoff for the mountainous terrain of the Kunlun Mountains, China. REMOTE SENSING, 12(1). https://doi.org/10.3390/rs12010179
Chicago author-date
Duan, Yongchao, Tie Liu, Fanhao Meng, Ye Yuan, Min Luo, Yue Huang, Wei Xing, Vincent Nzabarinda, and Philippe De Maeyer. 2020. “Accurate Simulation of Ice and Snow Runoff for the Mountainous Terrain of the Kunlun Mountains, China.” REMOTE SENSING 12 (1). https://doi.org/10.3390/rs12010179.
Chicago author-date (all authors)
Duan, Yongchao, Tie Liu, Fanhao Meng, Ye Yuan, Min Luo, Yue Huang, Wei Xing, Vincent Nzabarinda, and Philippe De Maeyer. 2020. “Accurate Simulation of Ice and Snow Runoff for the Mountainous Terrain of the Kunlun Mountains, China.” REMOTE SENSING 12 (1). doi:10.3390/rs12010179.
Vancouver
1.
Duan Y, Liu T, Meng F, Yuan Y, Luo M, Huang Y, et al. Accurate simulation of ice and snow runoff for the mountainous terrain of the Kunlun Mountains, China. REMOTE SENSING. 2020;12(1).
IEEE
[1]
Y. Duan et al., “Accurate simulation of ice and snow runoff for the mountainous terrain of the Kunlun Mountains, China,” REMOTE SENSING, vol. 12, no. 1, 2020.
@article{8640994,
  abstract     = {While mountain runoff provides great potential for the development and life quality of downstream populations, it also frequently causes seasonal disasters. The accurate modeling of hydrological processes in mountainous areas, as well as the amount of meltwater from ice and snow, is of great significance for the local sustainable development, hydropower regulations, and disaster prevention. In this study, an improved model, the Soil Water Assessment Tool with added ice-melt module (SWATAI) was developed based on the Soil Water Assessment Tool (SWAT), a semi-distributed hydrological model, to simulate ice and snow runoff. A temperature condition used to determine precipitation types has been added in the SWATAI model, along with an elevation threshold and an accumulative daily temperature threshold for ice melt, making it more consistent with the runoff process of ice and snow. As a supplementary reference, the comparison between the normalized difference vegetation index (NDVI) and the quantity of meltwater were conducted to verify the simulation results and assess the impact of meltwater on the ecology. Through these modifications, the accuracy of the daily flow simulation results has been considerably improved, and the contribution rate of ice and snow melt to the river discharge calculated by the model increased by 18.73%. The simulation comparison of the flooding process revealed that the accuracy of the simulated peak flood value by the SWATAI was 77.65% higher than that of the SWAT, and the temporal accuracy was 82.93% higher. The correlation between the meltwater calculated by the SWATAI and the NDVI has also improved significantly. This improved model could simulate the flooding processes with high temporal resolution in alpine regions. The simulation results could provide technical support for economic benefits and reasonable reference for flood prevention.},
  articleno    = {179},
  author       = {Duan, Yongchao and Liu, Tie and Meng, Fanhao and Yuan, Ye and Luo, Min and Huang, Yue and Xing, Wei and Nzabarinda, Vincent and De Maeyer, Philippe},
  issn         = {2072-4292},
  journal      = {REMOTE SENSING},
  keywords     = {SWAT,ice-melt,flood processes,accumulated temperature,NDVI,Tizinafu River Basin (TRB),GLACIER MASS-BALANCE,PROJECTED CLIMATE-CHANGE,TARIM RIVER-BASIN,SWAT MODEL,UNCERTAINTY ANALYSIS,TIEN-SHAN,HYDROLOGICAL MODEL,MELT,PRECIPITATION,STREAMFLOW},
  language     = {eng},
  number       = {1},
  pages        = {21},
  title        = {Accurate simulation of ice and snow runoff for the mountainous terrain of the Kunlun Mountains, China},
  url          = {http://dx.doi.org/10.3390/rs12010179},
  volume       = {12},
  year         = {2020},
}

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