Knowledge Management System Of Institute of Oceanology, Chinese Academy of Sciences
| A Spectrally Selective Attenuation Mechanism-Based K-par Algorithm for Biomass Heating Effect Simulation in the Open Ocean | |
| Chen, Jun1,2; Zhang, Xiangguang3; Xing, Xiaogang2; Ishizaka, Joji4; Yu, Zhifeng5 | |
| 2017-12-01 | |
| Source Publication | JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS
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| ISSN | 2169-9275 |
| Volume | 122Issue:12Pages:9370-9386 |
| Corresponding Author | Chen, Jun(chenjun@xjtu.edu.cn) ; Zhang, Xiangguang(zxg@qdio.ac.cn) |
| Abstract | 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. |
| Keyword | ocean color diffuse attenuation coefficient photosynthetically available radiation euphotic depth biomass heating effects |
| DOI | 10.1002/2017JC013101 |
| Indexed By | SCI |
| Language | 英语 |
| Funding Project | 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] ; 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 Research Area | Oceanography |
| WOS Subject | Oceanography |
| WOS ID | WOS:000422732100004 |
| Publisher | AMER GEOPHYSICAL UNION |
| Citation statistics | |
| Document Type | 期刊论文 |
| Identifier | http://ir.qdio.ac.cn/handle/337002/157796 |
| Collection | 中国科学院海洋研究所 |
| Corresponding Author | Chen, Jun; Zhang, Xiangguang |
| Affiliation | 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 |
| Corresponding Author Affilication | Institute of Oceanology, Chinese Academy of Sciences |
| Recommended Citation 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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