Quantification of the impact of environmental factors on chlorophyll in the open ocean

doi:10.1007/s00343-020-9121-x

IOCAS-IR > 海洋环流与波动重点实验室

	Quantification of the impact of environmental factors on chlorophyll in the open ocean
	Zhao Dandan 1,2,3,4; Gao Le 1,2,4; Xu Yongsheng1,2,4
	2020-04-20
发表期刊	JOURNAL OF OCEANOLOGY AND LIMNOLOGY
ISSN	2096-5508
页码	11
通讯作者	Xu Yongsheng([email protected])
摘要	Many previous studies of the impact of oceanic environmental factors on chlorophyll (CHL) in a specific region focused on sea surface temperature (SST), mixed-layer depth (MLD), or wind stress (WS) alone. In this study, relationship between CHL and all those environmental factors (SST, MLD, and WS) in the open ocean was quantified for five regions within the subtropical gyres and the variation trend of 13-year (2003-2015) was analyzed using satellite observations and Argo measurements. The correlation analysis results show that MLD was correlated positively with CHL, SST was correlated negatively with CHL, and the correlation between CHL and WS was either positive or negative. Based on the significance of the correlations, models representing the relationships were established using the multiple linear regression and analyzed, showing that the environmental factors were the major determinants of CHL change. The regression coefficients show that both SST and MLD have remarkable effect on CHL. Our derived models could be used to diagnose the past changes, understand present variability, and predict the future state of CHL changes based on environmental factors, and help us understand the dynamics of CHL variation in the open ocean.
关键词	chlorophyll (CHL) mixed layer depth multiple linear regression sea surface temperature
DOI	10.1007/s00343-020-9121-x
收录类别	SCI
语种	英语
资助项目	National Key Research and Development Program[2016YFC1401004]; National Key Research and Development Program[2016YFC1401008]; National Natural Science Foundation for Young Scientists of China[41606200]; Qingdao Pilot National Laboratory for Marine Science and Technology[2018ASKJ01]; Key R&D Program of Shandong Province, China[2019GHY112055]; National Natural Science Foundation of China[41676168]; National Natural Science Foundation of China[41376028]; NSFC-Innovation Research Group of Sciences Fund[41421005]; NSFC-Shandong Joint Fund for Marine Science Research Centers[U1406401]
WOS研究方向	Marine & Freshwater Biology ; Oceanography
WOS类目	Limnology ; Oceanography
WOS记录号	WOS:000527509100001
出版者	SCIENCE PRESS
引用统计	被引频次：7[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.qdio.ac.cn/handle/337002/167263
专题	海洋环流与波动重点实验室
通讯作者	Xu Yongsheng
作者单位	1.Chinese Acad Sci, Inst Oceanol, Key Lab Ocean Circulat & Waves, Qingdao 266071, Peoples R China 2.Qingdao Natl Lab Marine Sci & Technol, Lab Ocean & Climate Dynam, Qingdao 266071, Peoples R China 3.Univ Chinese Acad Sci, Beijing 100049, Peoples R China 4.Chinese Acad Sci, Ctr Ocean Mega Sci, Qingdao 266071, Peoples R China
第一作者单位	海洋环流与波动重点实验室
通讯作者单位	海洋环流与波动重点实验室
推荐引用方式 GB/T 7714	Zhao Dandan,Gao Le,Xu Yongsheng. Quantification of the impact of environmental factors on chlorophyll in the open ocean[J]. JOURNAL OF OCEANOLOGY AND LIMNOLOGY,2020:11.
APA	Zhao Dandan,Gao Le,&Xu Yongsheng.(2020).Quantification of the impact of environmental factors on chlorophyll in the open ocean.JOURNAL OF OCEANOLOGY AND LIMNOLOGY,11.
MLA	Zhao Dandan,et al."Quantification of the impact of environmental factors on chlorophyll in the open ocean".JOURNAL OF OCEANOLOGY AND LIMNOLOGY (2020):11.

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