首页期刊介绍通知公告编 委 会投稿须知电子期刊广告合作联系我们在线留言
 
FY-3E海面风矢量产品质量评估分析
作者:姚爽1  姜晓飞2 3  张涛1  姚燕1  牛宁2  付雅芳2 
单位:1. 国家气象信息中心, 北京 100081;
2. 中国气象局气象干部培训学院, 北京 100081;
3. 北京市海淀区气象局, 北京 100080
关键词:风云三号E星 海面风矢量 质量评估 海洋二号B星 浮标 
分类号:P732
出版年·卷·期(页码):2025·42·第五期(11-21)
摘要:
为评估风云三号E星(FY-3E)海面风矢量产品质量,利用浮标风场观测及海洋二号B星(HY-2B)海面风产品对FY-3E海面风进行验证。结果表明:相较于浮标观测,FY-3E的C波段、Ku波段及双波段海面风速均呈系统性负偏差,均方根误差(RMSE)分别为1.85 m/s、1.52 m/s和1.54 m/s,风向RMSE分别为23.17°、22.47°和22.77°。空间分布上,热带太平洋地区风速RMSE较大,近海海域风向RMSE较大。FY-3E海面风产品总体满足风速RMSE小于2 m/s、风向RMSE小于25°的精度设计指标,且Ku波段产品质量略优于双波段,明显优于C波段。FY-3E与HY-2B海面风产品的一致性较好,二者风速、风向线性回归系数均大于0.9,平均偏差均接近0,RMSE分别为0.48 m/s和10.50°,其RMSE大值区主要位于赤道附近海域。
In order to understand the quality of the ocean wind vector product(OVW) of Fengyun-3E satellite(FY-3E), buoy observations and the sea surface wind product of HaiYang-2B satellite(HY-2B) were used to evaluate the quality of FY-3E/OVW. The results show that: compared with buoy observations, the root mean square errors(RMSEs) of wind speeds in the C-band, Ku band, and dual band of FY-3E/OVW are 1.85 m/s, 1.52m/s, and 1.54 m/s, respectively, showing a systematic negative deviation, and the RMSEs of wind directions are23.17°, 22.47°, and 22.77°, respectively. The wind speed deviation is larger in the tropical Pacific, and the wind direction deviation is larger in the nearshore areas. Overall, FY-3E/OVW meets the design criteria of wind speed and direction with RMSEs less than 2 m/s and 25°. The quality of Ku band products is slightly better than that of dual band products and significantly better than that of C-band products. The consistency between FY-3E and HY-2B ocean wind vector products is good, with linear regression coefficients of wind speed and direction both exceeding 0.9, mean error close to 0 and RMSE of 0.48 m/s and 10.50°. The regions with significant differences locate in the equatorial areas.
参考文献:
[1] 渠鸿宇,黄彬,赵伟,等. HRCLDAS-V1.0和ERA5海面风场对比评估分析[J].热带气象学报, 2022, 38(4):569-579.QU H Y, HUANG B, ZHAO W, et al. Comparison and evaluation of HRCLDAS-V1.0 and ERA5 sea-surface wind fields[J]. Journal of Tropical Meteorology, 2022, 38(4):569-579.
[2] WANG G S, WANG X D, WANG H, et al. Evaluation on monthly sea surface wind speed of four reanalysis data sets over the China seas after 1988[J]. Acta Oceanologica Sinica, 2020, 39(1):83-90.
[3] 张东翔.多源卫星海面风场产品检验及融合研究[D].长沙:国防科技大学, 2018.ZHANG D X. Research of multi-source satellite sea surface wind validation and data fusion[D]. Changsha:National University of Defense Technology, 2018.
[4] 吕思睿,林文明,邹巨洪,等.多源卫星遥感海面风速误差分析和交叉标定[J].海洋学报, 2023, 45(5):118-128.LYU S R, LIN W M, ZOU J H, et al. Error quantification and cross calibration of sea surface wind speeds from multiple remote sensing satellites[J]. Haiyang Xuebao, 2023, 45(5):118-128.
[5] 窦芳丽,商建,郭杨,等.卫星遥感海面风技术现状及应用进展[J].气象科技进展, 2017, 7(4):6-11.DOU F L, SHANG J, GUO Y, et al. Satellite remote sensing of sea surface winds:technique status and application progress[J].Advances in Meteorological Science and Technology, 2017, 7(4):6-11.
[6] EBUCHI N, GRABER H C, CARUSO M J. Evaluation of wind vectors observed by QuikSCAT/SeaWinds using ocean buoy data[J]. Journal of Atmospheric and Oceanic Technology, 2002, 19(12):2049-2062.
[7] YANG J G, ZHANG J. Comparison of Oceansat-2 scatterometer wind data with global moored buoys and ASCAT observation[J].Advances in Meteorology, 2019, 2019:1651267.
[8] WU Q, CHEN G. Validation and intercomparison of HY-2A/MetOp-A/Oceansat-2 scatterometer wind products[J]. Chinese Journal of Oceanology and Limnology, 2015, 33(5):1181-1190.
[9] ZHENG M W, LI X M, SHA J. Comparison of sea surface wind field measured by HY-2A scatterometer and WindSat in global oceans[J]. Journal of Oceanology and Limnology, 2019, 37(1):38-46.
[10] 陈克海,解学通,张金兰,等. HY-2B卫星散射计海面风场产品质量分析[J].热带海洋学报, 2020, 39(6):30-40.CHEN K H, XIE X T, ZHANG J L, et al. Accuracy analysis of the retrieved wind from HY-2B scatterometer[J]. Journal of Tropical Oceanography, 2020, 39(6):30-40.
[11] WANG Z X, ZOU J H, STOFFELEN A, et al. Scatterometer sea surface wind product validation for HY-2C[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, 14:6156-6164.
[12] WANG Z X, ZHAO C F. Assessment of wind products obtained from multiple microwave scatterometers over the China seas[J].Chinese Journal of Oceanology and Limnology, 2015, 33(5):1210-1218.
[13] 韩玉康,周林,赵艳玲,等. 3种海面风场资料在吕宋海峡的比较与评估[J].海洋预报, 2019, 36(6):44-52.HAN Y K, ZHOU L, ZHAO Y L, et al. Evaluation of three sea surface wind data sets in Luzon Strait[J]. Marine Forecasts, 2019,36(6):44-52.
[14] 旷芳芳,张友权,张俊鹏,等. 3种海面风场资料在台湾海峡的比较和评估[J].海洋学报, 2015, 37(5):44-53.KUANG F F, ZHANG Y Q, ZHANG J P, et al. Comparison and evaluation of three sea surface wind products in Taiwan Strait[J].Haiyang Xuebao, 2015, 37(5):44-53.
[15] ZHANG P, HU X Q, LU Q F, et al. FY-3E:the first operational meteorological satellite mission in an early morning orbit[J].Advances in Atmospheric Sciences, 2022, 39(1):1-8.
[16] ZHANG Y, MU B, LIN M S, et al. An evaluation of the Chinese HY-2B satellite's microwave scatterometer instrument[J]. IEEE Transactions on Geoscience and Remote Sensing, 2021, 59(6):4513-4521.
[17] ZHAO K, ZHAO C F, CHEN G. Evaluation of Chinese scatterometer ocean surface wind data:preliminary analysis[J].Earth and Space Science, 2021, 8(7):e2020EA001482.
[18] ZOU J H, ZHANG Y, BAO Q L, et al. The preliminary results of HY-2B microwave scatterometer data[C]//IGARSS 2019-2019IEEE International Geoscience and Remote Sensing Symposium.Yokohama, Japan:IEEE, 2019:8019-8022.
[19] 王东良,姚小海,孟雷,等.海洋二号卫星散射计风场产品真实性检验及分析[J].海洋预报, 2014, 31(4):47-53.WANG D L, YAO X H, MENG L, et al. Validation and analysis of wind field products of HY-2[J]. Marine Forecasts, 2014, 31(4):47-53.
[20] WANG H, ZHU J H, LIN M S, et al. First six months quality assessment of HY-2A SCAT wind products using in situ measurements[J]. Acta Oceanologica Sinica, 2013, 32(11):27-33.
[21] JIANG X F, WANG Q G, NIU N. Error analysis and correction of FENGYUN-4A GIIRS temperature profile products in summer over the Qinghai-Tibet Plateau[J]. Remote Sensing, 2024, 16(11):1881.
服务与反馈:
文章下载】【发表评论】【查看评论】【加入收藏
 
 海洋预报编辑部 地址:北京海淀大慧寺路8号 电话:010-62105776
投稿网址:http://www.hyyb.org.cn
邮箱:bjb@nmefc.cn
本系统由北京博渊星辰网络科技有限公司设计开发 技术支持电话:010-63361626