Global S&T Development Trend Analysis Platform of Resources and Environment
DOI | 10.5194/acp-19-13911-2019 |
Fundamentals of data assimilation applied to biogeochemistry | |
Rayner, Peter J.1; Michalak, Anna M.2; Chevallier, Frederic3 | |
2019-11-19 | |
发表期刊 | ATMOSPHERIC CHEMISTRY AND PHYSICS |
ISSN | 1680-7316 |
EISSN | 1680-7324 |
出版年 | 2019 |
卷号 | 19期号:22页码:13911-13932 |
文章类型 | Article |
语种 | 英语 |
国家 | Australia; USA; France |
英文摘要 | This article lays out the fundamentals of data assimilation as used in biogeochemistry. It demonstrates that all of the methods in widespread use within the field are special cases of the underlying Bayesian formalism. Methods differ in the assumptions they make and information they provide on the probability distributions used in Bayesian calculations. It thus provides a basis for comparison and choice among these methods. It also provides a standardised notation for the various quantities used in the field. |
领域 | 地球科学 |
收录类别 | SCI-E |
WOS记录号 | WOS:000498638500004 |
WOS关键词 | ATMOSPHERIC CO2 INVERSIONS ; ENSEMBLE KALMAN FILTER ; VARIATIONAL DATA ASSIMILATION ; TERRESTRIAL BIOSPHERE MODEL ; QUANTIFY REGIONAL FLUXES ; CARBON-CYCLE ; ECOSYSTEM PARAMETERS ; TRANSPORT ; SYSTEM ; EMISSIONS |
WOS类目 | Environmental Sciences ; Meteorology & Atmospheric Sciences |
WOS研究方向 | Environmental Sciences & Ecology ; Meteorology & Atmospheric Sciences |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://119.78.100.173/C666/handle/2XK7JSWQ/224064 |
专题 | 环境与发展全球科技态势 |
作者单位 | 1.Univ Melbourne, Sch Earth Sci, Melbourne, Vic, Australia; 2.Carnegie Inst Sci, Dept Global Ecol, Stanford, CA USA; 3.Lab Sci Climat & Environm, Gif Sur Yvette, France |
推荐引用方式 GB/T 7714 | Rayner, Peter J.,Michalak, Anna M.,Chevallier, Frederic. Fundamentals of data assimilation applied to biogeochemistry[J]. ATMOSPHERIC CHEMISTRY AND PHYSICS,2019,19(22):13911-13932. |
APA | Rayner, Peter J.,Michalak, Anna M.,&Chevallier, Frederic.(2019).Fundamentals of data assimilation applied to biogeochemistry.ATMOSPHERIC CHEMISTRY AND PHYSICS,19(22),13911-13932. |
MLA | Rayner, Peter J.,et al."Fundamentals of data assimilation applied to biogeochemistry".ATMOSPHERIC CHEMISTRY AND PHYSICS 19.22(2019):13911-13932. |
条目包含的文件 | 条目无相关文件。 |
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