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中国近海海域多模式海面风速预报评估

张弛 王久珂 魏立新 郭安博宇 黄焕卿 刘晓燕 陈剑桥

海洋预报2025,Vol.42Issue(1):81-88,8.
海洋预报2025,Vol.42Issue(1):81-88,8.DOI:10.11737/j.issn.1003-0239.2025.01.010

中国近海海域多模式海面风速预报评估

Assessment of multi-model sea surface wind speed forecasts in the nearshore areas of China

张弛 1王久珂 2魏立新 1郭安博宇 3黄焕卿 1刘晓燕 1陈剑桥4

作者信息

  • 1. 国家海洋环境预报中心,北京 100081
  • 2. 中山大学人工智能学院,广东 珠海 5190822
  • 3. 国家海洋环境预报中心自然资源部海洋灾害预报技术重点实验室,北京 100081
  • 4. 南方海洋科学与工程广东省实验室(珠海),广东 珠海,5190822
  • 折叠

摘要

Abstract

Due to the scarcity of ocean observational data,researches on wind field forecasting assessment in these areas remains relatively rare.This study assesses the performance of the WRF(Weather Research and Forecasting)model implemented at the Southern Marine Science and Engineering Guangdong Laboratory(Zhuhai)on forecasting sea surface wind speeds at lead times of 24,48,72,96 and 120 hours,in China's nearshore areas from January to July 2023,against the Integrated Forecasting System(IFS)of the European Centre for Medium-Range Weather Forecasts,the Global Forecast System(GFS)of the National Centers for Environmental Prediction and real-time buoy data.The results show that the WRF model has higher accuracy than the GFS and IFS models in several forecast periods.In high wind speed range,the WRF model is particularly well at 24 and 48 hours.

关键词

数值模式/海面风/风速预报/浮标/评估

Key words

numerical weather prediction/sea surface wind/wind speed forecasting/buoys/evaluation

分类

大气科学

引用本文复制引用

张弛,王久珂,魏立新,郭安博宇,黄焕卿,刘晓燕,陈剑桥..中国近海海域多模式海面风速预报评估[J].海洋预报,2025,42(1):81-88,8.

基金项目

南方海洋科学与工程广东省实验室(珠海)资助项目(SML2023SP212). (珠海)

海洋预报

OA北大核心

1003-0239

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