不同台风风场在中国近海台风海浪模拟中的适用性研究

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS
Xiangyu Chen, Yunlin Ni, Yuan Shen, Yue Ying, Jinbao Wang
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引用次数: 0

摘要

台风海浪具有巨大的破坏潜力,其数值模拟依赖于精确的海面风场。对荷兰风场(HWF)模型中径向气压分布系数 B 和最大风速半径(Rmax)的不同组合进行了评估,以确定最佳配置。将 HWF 和 ERA5 风场(EWF)作为输入风场,驱动中国沿岸海域的台风浪模型。验证结果表明,这两种风场都不能准确反映实际情况;因此,为了提高精度,将 HWF 和 EWF 结合起来,使用随风速半径变化的加权系数,创建了混合风场(HBWF)。模拟结果表明,HBWF 提高了显著波高(SWHs)的精度,平均相对误差为 25.29%,而 HWF 为 32.48%,EWF 为 27.94%。此外,HBWF 在均方根误差 (RMSE) 和一致性指数方面也表现最佳。总之,HBWF 提高了中国近海台风海浪的模拟精度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The research on the applicability of different typhoon wind fields in the simulation of typhoon waves in China’s coastal waters
Typhoon waves possess significant destructive potential, and their numerical simulation relies on accurate sea surface wind fields. An evaluation of different combinations of the radial air pressure distribution coefficient B and the radius of maximum wind speed (Rmax) in the Holland wind field (HWF) model was conducted to determine the optimal configuration. The HWF and the ERA5 wind field (EWF) were used as input wind fields to drive the typhoon wave model for China’s coastal waters. Validation results indicated that neither wind field accurately reflected real conditions; therefore, a hybrid wind field (HBWF) was created by combining HWF and EWF using weighting coefficients that vary with the radius of wind speed to enhance accuracy. Simulation results showed that the HBWF improved the accuracy of significant wave heights (SWHs), with a mean relative error of 25.29%, compared to 32.48% for HWF and 27.94% for EWF. Additionally, HBWF also demonstrated the best performance in terms of root mean square error (RMSE) and consistency index. Overall, the HBWF enhances the simulation accuracy of typhoon waves in China's coastal waters.
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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