| 一种利用浮标站资料改进海浪模式有效波高预报的方法 |
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| 引用本文： | 龚.一种利用浮标站资料改进海浪模式有效波高预报的方法[J].海洋预报,2020,37(1):50-54. |
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| 作者姓名： | 龚 |
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| 作者单位： | 浙江省舟山市气象局,浙江舟山316021;浙江省舟山市气象局,浙江舟山316021;浙江省舟山市气象局,浙江舟山316021;浙江省舟山市气象局,浙江舟山316021;浙江省舟山市气象局,浙江舟山316021 |
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| 摘 要： | 基于浮标站海浪历史数据,利用回归分析方法建立了海浪数值模式有效波高预报产品的一元二次回归方程订正统计模型。通过2017年7月1日-2018年10月10日期间业务试运行结果发现:订正方程能有效改善有效波高数值预报产品的预报精度,且预报时效越短订正效果越显著。其中,第6~11 h预报时效内的订正前后平均绝对误差值减小0.17~0. 241 m,第6~18 h预报时效内订正前后均方根误差减小幅度为0.103~0. 28 m。这说明应用订正统计模型对海浪模式输出产品进行订正,也是改进海浪模式预报准确率的一种有效途径。
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| 关 键 词： | 有效波高 订正模型 数值模式 回归分析 |
A method for improving significant wave height prediction of wave mode using buoy station data |
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| GONG Yan,CAO Zong-yuan,LIU Han,FAN Qi-ping,FU Na.A method for improving significant wave height prediction of wave mode using buoy station data[J].Marine Forecasts,2020,37(1):50-54. |
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| Authors: | GONG Yan CAO Zong-yuan LIU Han FAN Qi-ping FU Na |
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| Institution: | (Zhoushan Meteorological Bureau,Zhoushan 316021 China) |
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| Abstract: | Based on the historical wave data of the buoy station, this paper establishes a modified statistical model of the unary quadratic regression equation for the significant wave height prediction product of the wave numerical model using the regression analysis method. The results of the trial operation between July 1, 2017 and October 10, 2018 show that the revised equation has higher forecasting ability and can effectively improve the prediction accuracy of the significant wave height. The shorter prediction time, the more significant is the correction effect. The average absolute error decreases by 0.17-0.241 m and 0.103-0.28 m after correction within6-11 h and 6-18 h forecast aging, respectively. It shows that establishing a modified statistical model to correct the output of wave model is an effective way to improve the accuracy of numerical wave prediction. |
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| Keywords: | significant wave height modified model numerical model regression analysis |
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