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

doi:10.1002/2017JC013101

IOCAS-IR

	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
	2017-12-01
发表期刊	JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS
ISSN	2169-9275
卷号	122 期号:12 页码:9370-9386
通讯作者	Chen, Jun([email protected]) ; Zhang, Xiangguang([email protected])
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.
关键词	ocean color diffuse attenuation coefficient photosynthetically available radiation euphotic depth biomass heating effects
DOI	10.1002/2017JC013101
收录类别	SCI
语种	英语
资助项目	National Natural Science Foundation of China[41401597]###1306; National Natural Science Foundation of China[41676171]###1307; Fundamental Research Funds for the Central Universities[60020302]###1308; National Key Research and Development Program of China[2016YFC1402602]###1309; Qingdao National Laboratory for Marine Science and Technology[QNLM2016ORP0103]###1310; Second Institute of Oceanography of SOA[QNYC1702]###1311; Special Fund for National Environmental Protection Research in the Public Interest[201309036]###1312; China-Korea Joint Ocean Research Center[PI-2017-3]###1313; National Natural Science Foundation of China[41401597]; National Natural Science Foundation of China[41676171]; 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]
WOS研究方向	Oceanography
WOS类目	Oceanography
WOS记录号	WOS:000422732100004
出版者	AMER GEOPHYSICAL UNION
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/337002/157796
专题	中国科学院海洋研究所
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
通讯作者单位	中国科学院海洋研究所
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.

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