Two-Decade Variability of Sea Surface Temperature and Chlorophyll-a in the Northern South China Sea as Revealed by Reconstructed Cloud-Free Satellite Data

被引:23
作者
Ma, Chunlei [1 ]
Zhao, Jun [1 ,2 ,3 ,4 ]
Ai, Bin [1 ,2 ,3 ,4 ]
Sun, Shaojie [1 ,2 ,3 ,4 ]
机构
[1] Sun Yat Sen Univ, Sch Marine Sci, Zhuhai 519082, Peoples R China
[2] Southern Lab Ocean Sci & Engn, Zhuhai, Guangdong, Peoples R China
[3] Guangdong Prov Key Lab Marine Resources & Coastal, Guangzhou 510275, Peoples R China
[4] Minist Educ, Pearl River Estuary Marine Ecosyst Res Stn, Zhuhai 519000, Peoples R China
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2021年 / 59卷 / 11期
关键词
Sea surface; Ocean temperature; Rivers; Clouds; Image reconstruction; Sea measurements; Tropical cyclones; Chlorophyll-a (Chl-a); Data INterpolating Empirical Orthogonal Functions (DINEOFs); Northern South China Sea (NSCS); remote sensing; sea surface temperature (SST); TEMPORAL VARIABILITY; KUROSHIO INTRUSION; OCEAN COLOR; WIND; GULF; EAST; ROLES; SST;
D O I
10.1109/TGRS.2021.3051025
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
Monthly sea surface temperature (SST) and chlorophyll-a (Chl-a) concentration during 1997-2018 in the Northern South China Sea (NSCS) were gap-filled using the Data INterpolating Empirical Orthogonal Functions (DINEOFs) approach. Good accuracy of the reconstructed data was verified based on an independent cross-validation data set. Significant spatial heterogeneities and seasonal variations were observed in the cloud-free SST and Chl-a data. An apparent decreasing trend in SST was found along the coast of Guangdong, east of Hainan Island, and in the Taiwan Strait with an average decreasing rate amounting to 0.01 degrees C per year. Increase in SST was observed in Beibu Gulf and the deep offshore region in the NSCS at an average rate as high as 0.009 degrees C per year. An increasing trend in Chl-a was detected in the northern Beibu Gulf, near the mouth of the Pearl River estuary, and around Shantou with an average rate of 0.005 mg.m(-3) per year. EOF analysis of SST and Chl-a time series showed that the first three modes of both SST and Chl-a can explain most of their variances with accumulative contributions of 99.1% and 82.3%, respectively. The effects of surface net heat flux (NHF), Oceanic Nino Index (ONI), wind speed, and river flux on the first three modes of SST and Chl-a were quantitatively elucidated. Factors that affected the temporal and spatial variations of Chl-a and SST in the NSCS were qualitatively discussed, including El Nino-Southern Oscillation (ENSO), monsoon, upwelling, typhoon, internal waves, and Kuroshio intrusion.
引用
收藏
页码:9033 / 9046
页数:14
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