Validation of MODIS Sea Surface Temperature Product in the Coastal Waters of the Yellow Sea

doi:10.1109/JSTARS.2017.2651951

CORC > 自然资源部第一海洋研究所 > 自然资源部第一海洋研究所 > 业务部门 > 海洋物理与遥感研究室

	Validation of MODIS Sea Surface Temperature Product in the Coastal Waters of the Yellow Sea
	Hao, Yanling 1; Cui, Tingwei 2; Singh, Vijay P.3; Zhang, Jie 2; Yu, Ruihong 1; Zhang, Zhilei 4
刊名	IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING
	2017-05
卷号	10 期号:5 页码:1667-1680
关键词	Error analysis infrared (IR) image sensors remote sensing sea surface skin effect temperature uncertainty
ISSN号	1939-1404
DOI	10.1109/JSTARS.2017.2651951
英文摘要	Sea surface temperature (SST) plays a fundamental role in the exchange of heat, momentum, and water vapor between atmosphere and ocean. Therefore, measurement of SST has been done from ships, buoys, offshore platforms, and satellites. During past decades satellites are being increasingly used, because datasets over wide areas can be obtained. In this paper, moderate resolution imaging spectroradiometer (MODIS) on board Terra and Aqua SST products were examined and validated for coastal waters in the Yellow Sea by using the in situ buoy data. A strict match-up method was adopted in view of the complexity and variability of coastal area, resulting in 154 and 164 match-ups for Terra and Aqua, respectively. The MODIS SST agreed well with in situ buoy SST, with squared correlation coefficients R-2 of 0.989 for Terra, and 0.987 for Aqua. Relative to in situ SSTs, the satellite-derived SSTs had a bias of 0.23 degrees C and 0.06 degrees C, a standard deviation of 0.79 degrees C and 0.85 degrees C, and a root mean square error of 0.83 degrees C and 0.85 degrees C, for Terra and Aqua. The differences between MODIS and in situ SST exhibited apparent seasonal variations. The accuracy of MODIS SST products for spring and summer were lower than those for autumn andwinter, which could be caused by frequent sea fog along the southern coast of Shandong Peninsula. The SST bias approximately depended on wind velocity; low wind velocity could enhance the diurnal SST amplitude and the bulk-skin temperature difference. However, there is no significant dependence of the bias on air-sea temperature difference or surface flow velocity.
电子版国际标准刊号	21511535
资助项目	Public Science and Technology Research Funds Projects of Ocean[2013418025-2]
WOS研究方向	Engineering ; Physical Geography ; Remote Sensing ; Imaging Science & Photographic Technology
语种	英语
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
WOS记录号	WOS:000399682500001
内容类型	期刊论文
源URL	[http://ir.fio.com.cn/handle/2SI8HI0U/3180]
专题	业务部门_海洋物理与遥感研究室
作者单位	1.Inner Mongolia Univ, Coll Environm & Resources, Hohhot 01002, Peoples R China; 2.State Ocean Adm, Inst Oceanog 1, Qingdao 266061, Peoples R China; 3.Texas A&M Univ, Dept Biol & Agr Engn, College Stn, TX 77843 USA; 4.Baotou Environm Protect Bur, Ctr Automobile Exhaust Testing & Management, Baotou 014060, Peoples R China
推荐引用方式 GB/T 7714	Hao, Yanling,Cui, Tingwei,Singh, Vijay P.,et al. Validation of MODIS Sea Surface Temperature Product in the Coastal Waters of the Yellow Sea[J]. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING,2017,10(5):1667-1680.
APA	Hao, Yanling,Cui, Tingwei,Singh, Vijay P.,Zhang, Jie,Yu, Ruihong,&Zhang, Zhilei.(2017).Validation of MODIS Sea Surface Temperature Product in the Coastal Waters of the Yellow Sea.IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING,10(5),1667-1680.
MLA	Hao, Yanling,et al."Validation of MODIS Sea Surface Temperature Product in the Coastal Waters of the Yellow Sea".IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING 10.5(2017):1667-1680.