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Author (up) Gilford, D.M.; Smith, S.R.; Griffin, M.L.; Arguez, A. url  doi
openurl 
  Title Southeastern U.S. Daily Temperature Ranges Associated with the El Niño-Southern Oscillation Type $loc['typeJournal Article']
  Year 2013 Publication Journal of Applied Meteorology and Climatology Abbreviated Journal J. Appl. Meteor. Climatol.  
  Volume 52 Issue 11 Pages 2434-2449  
  Keywords Climate variability; Climatology; ENSO; Surface temperature; Climate records  
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  Series Volume Series Issue Edition  
  ISSN 1558-8424 ISBN Medium  
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  Funding Approved $loc['no']  
  Call Number COAPS @ mfield @ Serial 180  
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Author (up) Gould, W.J.; Smith, S.R. url  doi
openurl 
  Title Research vessels: Underutilized assets for climate observations Type $loc['typeJournal Article']
  Year 2006 Publication Eos, Transactions American Geophysical Union Abbreviated Journal Eos Trans. AGU  
  Volume 87 Issue 22 Pages 214  
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  Series Volume Series Issue Edition  
  ISSN 0096-3941 ISBN Medium  
  Area Expedition Conference  
  Funding NOAA Approved $loc['no']  
  Call Number COAPS @ mfield @ Serial 710  
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Author (up) Hanley, D.E.; Bourassa, M.A.; O'Brien, J.J.; Smith, S.R.; Spade, E.R. url  doi
openurl 
  Title A Quantitative Evaluation of ENSO Indices Type $loc['typeJournal Article']
  Year 2003 Publication Journal of Climate Abbreviated Journal J. Climate  
  Volume 16 Issue 8 Pages 1249-1258  
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  Series Volume Series Issue Edition  
  ISSN 0894-8755 ISBN Medium  
  Area Expedition Conference  
  Funding NOAA Approved $loc['no']  
  Call Number COAPS @ mfield @ Serial 480  
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Author (up) Huang, T.; Armstrong, E.M.; Bourassa, M.A.; Cram, T.A.; Elya, J.; Greguska, F.; Jacob, J.C.; Ji, Z.; Jiang, Y.; Li, Y.; Quach, N.T.; McGibbney, L.J.; Smith, S.R.; Wilson, B.D.; Worley S.J.; Yang, C. url  doi
openurl 
  Title An Integrated Data Analytics Platform Type $loc['typeJournal Article']
  Year 2019 Publication Marine Science Abbreviated Journal Mar. Sci.  
  Volume 6 Issue Pages  
  Keywords big data, Cloud computing, Ocean science, data analysis, Matchup, anomaly detection, open source  
  Abstract An Integrated Science Data Analytics Platform is an environment that enables the confluence of resources for scientific investigation. It harmonizes data, tools and computational resources to enable the research community to focus on the investigation rather than spending time on security, data preparation, management, etc. OceanWorks is a NASA technology integration project to establish a cloud-based Integrated Ocean Science Data Analytics Platform for big ocean science at NASA�s Physical Oceanography Distributed Active Archive Center (PO.DAAC) for big ocean science. It focuses on advancement and maturity by bringing together several NASA open-source, big data projects for parallel analytics, anomaly detection, in situ to satellite data matchup, quality-screened data subsetting, search relevancy, and data discovery.

Our communities are relying on data available through distributed data centers to conduct their research. In typical investigations, scientists would (1) search for data, (2) evaluate the relevance of that data, (3) download it, and (4) then apply algorithms to identify trends, anomalies, or other attributes of the data. Such a workflow cannot scale if the research involves a massive amount of data or multi-variate measurements. With the upcoming NASA Surface Water and Ocean Topography (SWOT) mission expected to produce over 20PB of observational data during its 3-year nominal mission, the volume of data will challenge all existing Earth Science data archival, distribution and analysis paradigms. This paper discusses how OceanWorks enhances the analysis of physical ocean data where the computation is done on an elastic cloud platform next to the archive to deliver fast, web-accessible services for working with oceanographic measurements.
 
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  Call Number COAPS @ user @ Serial 1038  
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Author (up) Hughes, P.J.; Bourassa, M.A.; Rolph, J.J.; Smith, S.R. url  doi
openurl 
  Title Averaging-Related Biases in Monthly Latent Heat Fluxes Type $loc['typeJournal Article']
  Year 2012 Publication Journal of Atmospheric and Oceanic Technology Abbreviated Journal J. Atmos. Oceanic Technol.  
  Volume 29 Issue 7 Pages 974-986  
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  Series Volume Series Issue Edition  
  ISSN 0739-0572 ISBN Medium  
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  Funding NOAA Approved $loc['no']  
  Call Number COAPS @ mfield @ Serial 246  
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Author (up) Kennedy, A.J.; Griffin, M.L.; Morey, S.L.; Smith, S.R.; O'Brien, J.J. url  doi
openurl 
  Title Effects of El Niño-Southern Oscillation on sea level anomalies along the Gulf of Mexico coast Type $loc['typeJournal Article']
  Year 2007 Publication Journal of Geophysical Research Abbreviated Journal J. Geophys. Res.  
  Volume 112 Issue C5 Pages  
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  Series Volume Series Issue Edition  
  ISSN 0148-0227 ISBN Medium  
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  Funding NOAA Approved $loc['no']  
  Call Number COAPS @ mfield @ Serial 425  
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Author (up) Kent, E.C.; Rayner, N.A.; Berry, D.I.; Eastman, R.; Grigorieva, V.G.; Huang, B.; Kennedy, J.J.; Smith, S.R.; Willett, K.M. url  doi
openurl 
  Title Observing Requirements for Long-Term Climate Records at the Ocean Surface Type $loc['typeJournal Article']
  Year 2019 Publication Frontiers in Marine Science Abbreviated Journal Front. Mar. Sci.  
  Volume 6 Issue Pages 441  
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  Abstract Observations of conditions at the ocean surface have been made for centuries, contributing to some of the longest instrumental records of climate change. Most prominent is the climate data record (CDR) of sea surface temperature (SST), which is itself essential to the majority of activities in climate science and climate service provision. A much wider range of surface marine observations is available however, providing a rich source of data on past climate. We present a general error model describing the characteristics of observations used for the construction of climate records, illustrating the importance of multi-variate records with rich metadata for reducing uncertainty in CDRs. We describe the data and metadata requirements for the construction of stable, multi-century marine CDRs for variables important for describing the changing climate: SST, mean sea level pressure, air temperature, humidity, winds, clouds, and waves. Available sources of surface marine data are reviewed in the context of the error model. We outline the need for a range of complementary observations, including very high quality observations at a limited number of locations and also observations that sample more broadly but with greater uncertainty. We describe how high-resolution modern records, particularly those of high-quality, can help to improve the quality of observations throughout the historical record. We recommend the extension of internationally-coordinated data management and curation to observation types that do not have a primary focus of the construction of climate records. Also recommended is reprocessing the existing surface marine climate archive to improve and quantify data and metadata quality and homogeneity. We also recommend the expansion of observations from research vessels and high quality moorings, routine observations from ships and from data and metadata rescue. Other priorities include: field evaluation of sensors; resources for the process of establishing user requirements and determining whether requirements are being met; and research to estimate uncertainty, quantify biases and to improve methods of construction of CDRs. The requirements developed in this paper encompass specific actions involving a variety of stakeholders, including funding agencies, scientists, data managers, observing network operators, satellite agencies, and international co-ordination bodies.  
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  ISSN 2296-7745 ISBN Medium  
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  Call Number COAPS @ user @ Serial 1040  
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Author (up) Patten, J.M.; Smith, S.R.; O'Brien, J.J. url  doi
openurl 
  Title Impacts of ENSO on Snowfall Frequencies in the United States Type $loc['typeJournal Article']
  Year 2003 Publication Weather and Forecasting Abbreviated Journal Wea. Forecasting  
  Volume 18 Issue 5 Pages 965-980  
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  ISSN 0882-8156 ISBN Medium  
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  Funding NOAA Approved $loc['no']  
  Call Number COAPS @ mfield @ Serial 472  
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Author (up) Rudzin, J.E.; Morey, S.L.; Bourassa, M.A.; Smith, S.R. url  doi
openurl 
  Title The Influence of Loop Current Position on Winter Sea Surface Temperatures in the Florida Straits Type $loc['typeJournal Article']
  Year 2013 Publication Earth Interactions Abbreviated Journal Earth Interact.  
  Volume 17 Issue 16 Pages 1-9  
  Keywords Air-sea interaction; Florida Straits; Loop Current; Sea surface temperature; CAO; Atlantic sailfish  
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  Series Volume Series Issue Edition  
  ISSN 1087-3562 ISBN Medium  
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  Funding OVWST Approved $loc['no']  
  Call Number COAPS @ mfield @ Serial 182  
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Author (up) Smith, S.R. url  doi
openurl 
  Title Focusing on improving automated meteorological observations from ships Type $loc['typeMagazine Article']
  Year 2004 Publication Eos, Transactions American Geophysical Union Abbreviated Journal Eos Trans. AGU  
  Volume 85 Issue 34 Pages 319  
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  Series Volume Series Issue Edition  
  ISSN 0096-3941 ISBN Medium  
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  Funding NOAA Approved $loc['no']  
  Call Number COAPS @ mfield @ Serial 882  
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