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R. Droghei, B. Buongiorno Nardelli, and R. Santoleri

(Mercator) tracer power spectral density: (a) SSD, (b) SSS, and (c) SST. 4. Discussion and conclusions The combination of satellite and in situ data represents a powerful approach to extract as much information as possible from available observations and to describe better the environmental parameters characterizing the ocean surface with respect to monoparameter-/monosensor-based approaches. Synergistic approaches are especially needed if aiming to resolve the signals associated with ocean mesoscale

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Lijing Cheng and Jiang Zhu

introduce a test showing how much vertical resolution is needed in the future to maintain an unbiased global subsurface observation system. This study is summarized in section 4 . 2. Data and methods In situ ocean subsurface temperature observations within 1966–2010 from the World Ocean Database 2009 (WOD09; Boyer et al. 2009 ) were used in this study. The data were collected with different instruments, including XBT, Argo (PFL in the WOD09 dataset as in Fig. 1 ), ocean station data (OSD), undulating

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Shuanggen Jin, Guiping Feng, and Ole Andersen

altimetry data have been increasingly applied toward coastal oceans in recent years (e.g., Vignudelli et al. 2011 ; Liu et al. 2012 ). Second, besides the Kuroshio, multiscale eddies play an important role in ocean circulation variability in China’s marginal seas, as seen from both satellite-derived geostrophic currents (e.g., Liu et al. 2008 ) and in situ observations (e.g., Yuan et al. 1998 ; Liu et al. 2000 ). Small errors and uncertainties in geostrophic velocity calculations may affect the

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Kenneth S. Johnson, Luke J. Coletti, Hans W. Jannasch, Carole M. Sakamoto, Dana D. Swift, and Stephen C. Riser

-based chemical analysis in samples returned to shipboard or shore-based laboratories. During the past two decades, automated chemical analyzers, based on laboratory procedures, have been developed that allow in situ measurements of nitrate to be made on ocean moorings ( Jannasch et al. 1994 ; Sakamoto et al. 2004 ; Körtzinger et al. 2008 ). These instruments are relatively complex and sustained (multiyear) operations have not been widely reported. More recently, optical nitrate detectors have been

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Yanzhou Wei, Sarah T. Gille, Matthew R. Mazloff, Veronica Tamsitt, Sebastiaan Swart, Dake Chen, and Louise Newman

paucity of in situ flux observations, which are challenging to collect because of high winds and high sea state, air–sea fluxes are not well observed in the Southern Ocean, and associated reanalysis data have considerable uncertainties ( Bourassa et al. 2013 ; Gille et al. 2016 ; Potter et al. 2018 ; Swart et al. 2019 ). The Southern Ocean Observing System (SOOS) was established in 2011, with the mission of facilitating the design and implementation of a comprehensive and multidisciplinary

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Boyin Huang, William Angel, Tim Boyer, Lijing Cheng, Gennady Chepurin, Eric Freeman, Chunying Liu, and Huai-Min Zhang

12-month (6 month at starting and ending points) running average has been applied for plotting. The paper is organized as follows: SST datasets from available SST analyses and evaluation datasets from ocean profile measurements and satellite-based observations are described in section 2 . The evaluation datasets are compared with in situ observations from ships, buoys, and Argo floats to ensure their quality in section 3 . The SST analyses are evaluated against those ocean profile measurements

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Motoki Nagura and Michael J. McPhaden

Ocean using 2187 hydrocast stations, far less than were available to Johnson and McPhaden in the Pacific (15 693 stations) or Zhang et al. in the Atlantic (86 131 stations). Qu and Meyers (2005) estimated currents based on in situ data, but they restricted their analysis to the narrow region between Indonesia and Australia, where observations are relatively dense. Also, Qu and Meyers had to calculate density from temperature and a mean T / S relationship because the number of salinity

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Bingkun Luo, Peter J. Minnett, Malgorzata Szczodrak, Nicholas R. Nalli, and Vernon R. Morris

application of these fields emphasizes the need to conduct studies to evaluate the accuracies and determine the uncertainty characteristics of the variables in the reanalysis fields. The assimilation of a very wide range of measurements, both in situ and remotely sensed, means the determination of the veracity of the reanalysis fields requires comparisons with independent data that have been withheld from the assimilation procedures. In this study, we use in situ and remotely sensed ocean and atmospheric

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Gregory P. Gerbi, Emmanuel Boss, P. Jeremy Werdell, Christopher W. Proctor, Nils Haëntjens, Marlon R. Lewis, Keith Brown, Diego Sorrentino, J. Ronald V. Zaneveld, Andrew H. Barnard, John Koegler, Hugh Fargher, Matthew DeDonato, and William Wallace

in environments with limited spatial variability and well-understood atmospheric conditions ( Franz et al. 2007 ; Voss et al. 2010 ; Zibordi et al. 2015 ). Product validation, however, benefits from a broad set of observations over a wider range of natural variability ( Hooker et al. 2007 ; Werdell et al. 2007 ). Although the established sites provide excellent continuous in situ data, for validation it is advantageous to collect data from additional open ocean sites that more completely span

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Shufeng Li, Shuxin Wang, Fumin Zhang, and Yanhui Wang

were utilized to analyze the physical–biogeochemical interactions within Cyclone Opal ( Nencioli et al. 2008 ). Apart from that, very few fine biogeochemical observations were gathered to characterize the detailed mesoscale eddy structure. The appearance of underwater gliders compensates for the gap of fine in situ observation of mesoscale eddies. The high spatial resolution and long endurance of underwater gliders help realize submesoscale resolving along their trajectory ( Nardelli 2013 ) and

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