A Spectrally Selective Attenuation Mechanism-Based K-par Algorithm for Biomass Heating Effect Simulation in the Open Ocean

doi:10.1002/2017JC013101

	A Spectrally Selective Attenuation Mechanism-Based K-par Algorithm for Biomass Heating Effect Simulation in the Open Ocean
	Chen, Jun 1,2; Zhang, Xiangguang 3; Xing, Xiaogang 2; Ishizaka, Joji 4; Yu, Zhifeng 5
刊名	JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS
	2017-12-01
卷号	122 期号:12 页码:9370-9386
关键词	Ocean Color Diffuse Attenuation Coefficient Photosynthetically Available Radiation Euphotic Depth Biomass Heating Effects
ISSN号	2169-9275
DOI	10.1002/2017JC013101
文献子类	Article
英文摘要	Quantifying the diffuse attenuation coefficient of the photosynthetically available radiation (K-par) can improve our knowledge of euphotic depth (Z(eu)) and biomass heating effects in the upper layers of oceans. An algorithm to semianalytically derive K-par from remote sensing reflectance (R-rs) is developed for the global open oceans. This algorithm includes the following two portions: (1) a neural network model for deriving the diffuse attention coefficients (K-d) that considers the residual error in satellite R-rs, and (2) a three band depth-dependent K-par algorithm (TDKA) for describing the spectrally selective attenuation mechanism of underwater solar radiation in the open oceans. This algorithm is evaluated with both in situ PAR profile data and satellite images, and the results show that it can produce acceptable PAR profile estimations while clearly removing the impacts of satellite residual errors on K-par estimations. Furthermore, the performance of the TDKA algorithm is evaluated by its applicability in Z(eu) derivation and mean temperature within a mixed layer depth (T-ML) simulation, and the results show that it can significantly decrease the uncertainty in both compared with the classical chlorophyll-a concentration-based K-par algorithm. Finally, the TDKA algorithm is applied in simulating biomass heating effects in the Sargasso Sea near Bermuda, with new K-par data it is found that the biomass heating effects can lead to a 3.4 degrees C maximum positive difference in temperature in the upper layers but could result in a 0.67 degrees C maximum negative difference in temperature in the deep layers.
WOS关键词	COASTAL WATERS ; EQUATORIAL PACIFIC ; COEFFICIENT ; CHLOROPHYLL ; MODEL ; RADIATION ; K-D(PAR) ; PRODUCTS ; PATTERNS ; MERIS
WOS研究方向	Oceanography
语种	英语
出版者	AMER GEOPHYSICAL UNION
WOS记录号	WOS:000422732100004
资助机构	National Natural Science Foundation of China(41401597 ; Fundamental Research Funds for the Central Universities(60020302) ; National Key Research and Development Program of China(2016YFC1402602) ; Qingdao National Laboratory for Marine Science and Technology(QNLM2016ORP0103) ; Second Institute of Oceanography of SOA(QNYC1702) ; Special Fund for National Environmental Protection Research in the Public Interest(201309036) ; China-Korea Joint Ocean Research Center(PI-2017-3) ; 41676171)
内容类型	期刊论文
源URL	[http://ir.qibebt.ac.cn/handle/337004/10531]
专题	中国科学院青岛生物能源与过程研究所
通讯作者	Chen, Jun; Zhang, Xiangguang
作者单位	1.Xi An Jiao Tong Univ, Sch Human Settlements & Civil Engn, Xian, Shaanxi, Peoples R China 2.State Ocean Adm, Inst Oceanog 2, State Key Lab Satellite Ocean Environm Dynam, Hangzhou, Zhejiang, Peoples R China 3.Chinese Acad Sci, Inst Oceanol, Qingdao, Peoples R China 4.Nagoya Univ, Grad Sch Environm Studies, Nagoya, Aichi, Japan 5.Hangzhou Normal Univ, Inst Remote Sensing & Earth Sci, Hangzhou, Zhejiang, Peoples R China
推荐引用方式 GB/T 7714	Chen, Jun,Zhang, Xiangguang,Xing, Xiaogang,et al. A Spectrally Selective Attenuation Mechanism-Based K-par Algorithm for Biomass Heating Effect Simulation in the Open Ocean[J]. JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS,2017,122(12):9370-9386.
APA	Chen, Jun,Zhang, Xiangguang,Xing, Xiaogang,Ishizaka, Joji,&Yu, Zhifeng.(2017).A Spectrally Selective Attenuation Mechanism-Based K-par Algorithm for Biomass Heating Effect Simulation in the Open Ocean.JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS,122(12),9370-9386.
MLA	Chen, Jun,et al."A Spectrally Selective Attenuation Mechanism-Based K-par Algorithm for Biomass Heating Effect Simulation in the Open Ocean".JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS 122.12(2017):9370-9386.