气候变化领域集成服务门户(CCPortal): Towards a Multi-Platform Assimilative System for North Sea Biogeochemistry

CCPortal

DOI	10.1029/2020JC016649
	Towards a Multi-Platform Assimilative System for North Sea Biogeochemistry
	Skákala J.; Ford D.; Bruggeman J.; Hull T.; Kaiser J.; King R.R.; Loveday B.; Palmer M.R.; Smyth T.; Williams C.A.J.; Ciavatta S.
发表日期	2021
ISSN	21699275
卷号	126 期号:4
英文摘要	Oceanography has entered an era of new observing platforms, such as biogeochemical-Argo floats and gliders, some of which will provide three-dimensional maps of essential ecosystem variables on the North-West European (NWE) Shelf. In a foreseeable future operational centers will use multi-platform assimilation to integrate those valuable data into ecosystem reanalysis and forecast systems. Here we address some important questions related to glider biogeochemical data assimilation (DA) and introduce multi-platform DA in a preoperational model of the NWE Shelf sea ecosystem. We test the impact of the different multi-platform system components (glider vs. satellite, physical vs. biogeochemical) on the simulated biogeochemical variables. To characterize the model performance, we focus on the period around the phytoplankton spring bloom, since the bloom is a major ecosystem driver on the NWE Shelf. We found that the timing and magnitude of the phytoplankton bloom is insensitive to the physical DA, which is explained in the study. To correct the simulated phytoplankton bloom one needs to assimilate chlorophyll observations from glider or satellite Ocean Color (OC) into the model. Although outperformed by the glider chlorophyll assimilation, we show that OC assimilation has mostly desirable impact on the sub-surface chlorophyll. Since the OC assimilation updates chlorophyll only in the mixed layer, the impact on the sub-surface chlorophyll is the result of the model dynamical response to the assimilation. We demonstrate that the multi-platform assimilation combines the advantages of its components and always performs comparably to its best performing component. © 2021. Crown copyright. This article is published with the permission of the Controller of HMSO and the Queen's Printer for Scotland.
英文关键词	glider observations; marine ecosystems; multi-platform data assimilation; Shelf seas
语种	英语
来源期刊	Journal of Geophysical Research: Oceans
文献类型	期刊论文
条目标识符	http://gcip.llas.ac.cn/handle/2XKMVOVA/186358
作者单位	Plymouth Marine Laboratory, Plymouth, United Kingdom; National Centre for Earth Observation, Plymouth, United Kingdom; Met Office, Exeter, United Kingdom; Centre for Environment, Fisheries and Aquaculture Science, Lowestoft, United Kingdom; Centre for Ocean and Atmospheric Sciences, University of East Anglia, Norwich, United Kingdom; National Oceanography Centre, Liverpool, United Kingdom
推荐引用方式 GB/T 7714	Skákala J.,Ford D.,Bruggeman J.,et al. Towards a Multi-Platform Assimilative System for North Sea Biogeochemistry[J],2021,126(4).
APA	Skákala J..,Ford D..,Bruggeman J..,Hull T..,Kaiser J..,...&Ciavatta S..(2021).Towards a Multi-Platform Assimilative System for North Sea Biogeochemistry.Journal of Geophysical Research: Oceans,126(4).
MLA	Skákala J.,et al."Towards a Multi-Platform Assimilative System for North Sea Biogeochemistry".Journal of Geophysical Research: Oceans 126.4(2021).