Knowledge Management System Of Institute of Oceanology, Chinese Academy of Sciences
| Quality control for ocean observations: From present to future | |
| Tan, Zhetao1,6; Zhang, Bin2,3; Wu, Xiaofen4; Dong, Mingmei5; Cheng, Lijing1,2,6 | |
| 2021-12-02 | |
| 发表期刊 | SCIENCE CHINA-EARTH SCIENCES
 |
| ISSN | 1674-7313 |
| 页码 | 18 |
| 通讯作者 | Cheng, Lijing(chenglij@mail.iap.ac.cn) |
| 摘要 | The quality control (QC) of ocean observational data, essential to establish a high-quality global ocean database, is one of the basic data pre-processing steps in oceanography research, marine monitoring, and forecasting. With the introduction of various advanced instruments in recent decades, oceanographic surveys have expanded from coastal regions to open oceans. However, as ocean in-situ observations are obtained using different instruments that offer heterogeneous data qualities, it is paramount that bad data could be accurately and efficiently identified via QC to provide a reliable global ocean database. In this review, we briefly summarize the latest progress of QC for oceanic in-situ observations, and mainly focus on temperature and salinity data. The similarities and differences between QC schemes developed by various ocean organizations are introduced. We also discuss the performances of the various QC schemes and identify the key challenges. Based on the discussions, several recommendations are proposed for future improvements in the QC for ocean observations. |
| 关键词 | Quality control Ocean observations Temperature Salinity Data quality Big data |
| DOI | 10.1007/s11430-021-9846-7 |
| 收录类别 | SCI |
| 语种 | 英语 |
| 资助项目 | Strategic Priority Research Program of the Chinese Academy of Sciences[XDB42040402] ; Open Fund of State Key Laboratory of Satellite Ocean Environment Dynamics, Second Institute of Oceanography, MNR[QNHX2133] ; National Key R&D Program of China[2017YFA0603202] ; Key Deployment Project of Centre for Ocean Mega-Research of Science, CAS[COMS2019Q01] ; National Natural Science Foundation of China[42076202] |
| WOS研究方向 | Geology |
| WOS类目 | Geosciences, Multidisciplinary |
| WOS记录号 | WOS:000727135700001 |
| 出版者 | SCIENCE PRESS |
| 引用统计 | |
| 文献类型 | 期刊论文 |
| 条目标识符 | http://ir.qdio.ac.cn/handle/337002/177297 |
| 专题 | 中国科学院海洋研究所 |
| 通讯作者 | Cheng, Lijing |
| 作者单位 | 1.Chinese Acad Sci, Inst Atmospher Phys, Int Ctr Climate & Environm Sci, Beijing 100029, Peoples R China 2.Chinese Acad Sci, Ctr Ocean Mega Sci, Qingdao 266071, Peoples R China 3.Chinese Acad Sci, Inst Oceanol, Qingdao 266071, Peoples R China 4.Minist Nat Resources, Inst Oceanog 2, State Key Lab Satellite Ocean Environm Dynam, Hangzhou 310012, Peoples R China 5.Natl Marine Data & Informat Serv, Tianjin 300171, Peoples R China 6.Univ Chinese Acad Sci, Beijing 100049, Peoples R China |
| 推荐引用方式 GB/T 7714 | Tan, Zhetao,Zhang, Bin,Wu, Xiaofen,et al. Quality control for ocean observations: From present to future[J]. SCIENCE CHINA-EARTH SCIENCES,2021:18. |
| APA | Tan, Zhetao,Zhang, Bin,Wu, Xiaofen,Dong, Mingmei,&Cheng, Lijing.(2021).Quality control for ocean observations: From present to future.SCIENCE CHINA-EARTH SCIENCES,18. |
| MLA | Tan, Zhetao,et al."Quality control for ocean observations: From present to future".SCIENCE CHINA-EARTH SCIENCES (2021):18. |
| 条目包含的文件 | ||||||
| 文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
| Tan2022_Article_Qual（2147KB） | 期刊论文 | 出版稿 | 限制开放 | CC BY-NC-SA | 浏览 | |
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