CCHZ-DISO: A Timely New Assessment System for Data Quality or Model Performance From Da Dao Zhi Jian
文献类型：期刊论文
| 作者 | Hu, Zengyun5,6,7; Chen, Deliang4; Chen, Xi5,6,7; Zhou, Qiming3; Peng, Yuzhou2,5; Li, Jianfeng3; Sang, Yanfang1 |
| 刊名 | GEOPHYSICAL RESEARCH LETTERS
 |
| 出版日期 | 2022-12-16 |
| 卷号 | 49期号:23页码:9 |
| 关键词 | CCHZ-DISO assessment system model performance data quality statistical metric |
| ISSN号 | 0094-8276 |
| DOI | 10.1029/2022GL100681 |
| 通讯作者 | Chen, Xi(chenxi@ms.xjb.ac.cn) |
| 英文摘要 | With the rapid development of big data, assessment of data quality or model performance has become a hot scientific question. However, most existing lots of metrics focus on specific aspects of the assessment, and comprehensive assessment is rare. Therefore, it is very necessary to develop new assessment system. To address this problem, a new assessment system is constructed which is named after Chen, Chen, Hu, and Zhou (CCHZ)-distance between indices of simulation and observation (DISO) according to the contributions of Xi Chen, Deliang Chen, Zengyun Hu, and Qiming Zhou. CCHZ-DISO system builds on the Euclidean Distance and flexible determination of statistical metrics and their numbers. Due to its simplicity and flexibility, CCHZ-DISO can be readily and widely applied to any subject of science. Therefore, it follows the principle of the Chinese philosopher Lao Zi's Da Dao Zhi Jian which means that the most basic truth is very simple. |
| WOS关键词 | QUARANTINE STRATEGIES |
| 资助项目 | National Natural Science Foundation of P.R. China[42230708] ; National Natural Science Foundation of P.R. China[41971386] ; Alliance of International Science Organizations[ANSO-CR-KP-2021-02] ; Western Scholars of the Chinese Academy of Sciences[2020-XBQNXZ-010] ; National Youth Talent Project[E1190301] ; Third Xinjiang Scientific Expedition Program[2021xjkk1300] ; Shenzhen science and technology innovations Committee[JCYJ20210324101406019] |
| WOS研究方向 | Geology |
| 语种 | 英语 |
| WOS记录号 | WOS:000924922000001 |
| 出版者 | AMER GEOPHYSICAL UNION |
| 资助机构 | National Natural Science Foundation of P.R. China ; Alliance of International Science Organizations ; Western Scholars of the Chinese Academy of Sciences ; National Youth Talent Project ; Third Xinjiang Scientific Expedition Program ; Shenzhen science and technology innovations Committee |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/189989]  |
| 专题 | 中国科学院地理科学与资源研究所 |
| 通讯作者 | Chen, Xi |
| 作者单位 | 1.Chinese Acad Sci, Key Lab Water Cycle & Related Land Surface Proc, Inst Geog Sci & Nat Resources Res, Beijing, Peoples R China 2.Chinese Acad Sci, Inst Atmospher Phys, State Key Lab Numer Modeling Atmospher Sci & Geop, Beijing, Peoples R China 3.Hong Kong Baptist Univ, Dept Geog, Kowloon, Hong Kong, Peoples R China 4.Univ Gothenburg, Dept Earth Sci, Gothenburg, Sweden 5.Univ Chinese Acad Sci, Beijing, Peoples R China 6.Chinese Acad Sci, Res Ctr Ecol & Environm Cent Asia, Urumqi, Peoples R China 7.Chinese Acad Sci, Xinjiang Inst Ecol & Geog, State Key Lab Desert & Oasis Ecol, Urumqi, Peoples R China |
| 推荐引用方式 GB/T 7714 | Hu, Zengyun,Chen, Deliang,Chen, Xi,et al. CCHZ-DISO: A Timely New Assessment System for Data Quality or Model Performance From Da Dao Zhi Jian[J]. GEOPHYSICAL RESEARCH LETTERS,2022,49(23):9. |
| APA | Hu, Zengyun.,Chen, Deliang.,Chen, Xi.,Zhou, Qiming.,Peng, Yuzhou.,...&Sang, Yanfang.(2022).CCHZ-DISO: A Timely New Assessment System for Data Quality or Model Performance From Da Dao Zhi Jian.GEOPHYSICAL RESEARCH LETTERS,49(23),9. |
| MLA | Hu, Zengyun,et al."CCHZ-DISO: A Timely New Assessment System for Data Quality or Model Performance From Da Dao Zhi Jian".GEOPHYSICAL RESEARCH LETTERS 49.23(2022):9. |
入库方式： OAI收割
来源：地理科学与资源研究所
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