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Author
Armstrong, E.M. ; Bourassa, M.A. ; Cram, T.A. ; DeBellis, M. ; Elya, J. ; Greguska III, F.R. ; Huang, T. ; Jacob, J.C. ; Ji, Z. ; Jiang, Y. ; Li, Y. ; Quach, N. ; McGibbney, L. ; Smith, S. ; Tsontos, V.M. ; Wilson, B. ; Worley, S.J. ; Yang, C. ; Yam, E.
Title
An Integrated Data Analytics Platform
Type
$loc['typeJournal Article']
Year
2019
Publication
Frontiers in Marine Science
Abbreviated Journal
Front. Mar. Sci.
Volume
6
Issue
Pages
354
Keywords
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.
Address
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Thesis
Publisher
Place of Publication
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Language
Summary Language
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Series Editor
Series Title
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Series Volume
Series Issue
Edition
ISSN
2296-7745
ISBN
Medium
Area
Expedition
Conference
Funding
Approved
$loc['no']
Call Number
COAPS @ user @
Serial
1042
Permanent link to this record
Author
Banks, R. F. ; Bourassa, M. A. ; Hughes, P. ; O'Brien, J. J. ; Smith, S. R.
Title
Variability of surface turbulent fluxes over the Indian Ocean
Type
$loc['typeConference Article']
Year
2006
Publication
14th Conference on Interactions of the Sea and Atmosphere
Abbreviated Journal
Volume
Issue
Pages
cdrom
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Approved
$loc['no']
Call Number
COAPS @ mfield @
Serial
915
Permanent link to this record
Author
Bentamy, A. ; Piollé, J.F. ; Grouazel, A. ; Danielson, R. ; Gulev, S. ; Paul, F. ; Azelmat, H. ; Mathieu, P.P. ; von Schuckmann, K. ; Sathyendranath, S. ; Evers-King, H. ; Esau, I. ; Johannessen, J.A. ; Clayson, C.A. ; Pinker, R.T. ; Grodsky, S.A. ; Bourassa, M. ; Smith, S.R. ; Haines, K. ; Valdivieso, M. ; Merchant, C.J. ; Chapron, B. ; Anderson, A. ; Hollmann, R. ; Josey, S.A.
Title
Review and assessment of latent and sensible heat flux accuracy over the global oceans
Type
$loc['typeJournal Article']
Year
2017
Publication
Remote Sensing of Environment
Abbreviated Journal
Remote Sensing of Environment
Volume
201
Issue
Pages
196-218
Keywords
Ocean Heat Flux ; Latent heat flux ; Sensible heat flux ; Ocean heat content ; Scatterometer ; Surface wind ; Specfic air humidity ; OceanSites ; Remotely sensed data
Abstract
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Place of Publication
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Summary Language
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Series Editor
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Series Issue
Edition
ISSN
0034-4257
ISBN
Medium
Area
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Conference
Funding
Approved
$loc['no']
Call Number
COAPS @ mfield @
Serial
232
Permanent link to this record
Author
Bourassa, M. A.
Title
Uncertainty in scatterometer derived vorticity
Type
$loc['typeConference Article']
Year
2009
Publication
2009 IEEE International Geoscience and Remote Sensing Symposium
Abbreviated Journal
Volume
Issue
Pages
III-805 - III-808
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OVWST
Approved
$loc['no']
Call Number
COAPS @ mfield @
Serial
673
Permanent link to this record
Author
Bourassa, M. A.
Title
The future of wind measurements from space
Type
$loc['typeMagazine Article']
Year
2009
Publication
Space News
Abbreviated Journal
Volume
Issue
Nov. 23
Pages
2
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Place of Publication
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Approved
$loc['no']
Call Number
COAPS @ mfield @
Serial
672
Permanent link to this record
Author
Bourassa, M. A.
Title
Satellite-based observations of surface turbulent stress during severe weather
Type
$loc['typeJournal Article']
Year
2006
Publication
Atmosphere-Ocean Interactions
Abbreviated Journal
Volume
2
Issue
Pages
35-52
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Abstract
Address
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Thesis
Publisher
Wessex Institute of Technology
Place of Publication
Editor
Perrie, W.
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Summary Language
Original Title
Series Editor
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Series Issue
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ISSN
ISBN
Medium
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Conference
Funding
FYAP, NASA, NOAA, NSF
Approved
$loc['no']
Call Number
COAPS @ mfield @
Serial
914
Permanent link to this record
Author
Bourassa, M. A.
Title
A Sea Surface Stress Parameterization Dependent on Directional Seastate
Type
$loc['typeConference Article']
Year
2004
Publication
CAS/JSC Working Group on Numerical Experimentation, Research Activities in Atmospheric and Oceanic Modeling
Abbreviated Journal
Volume
Issue
Pages
4.07-4.08
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Abstract
Address
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Publisher
World Meteorological Organization
Place of Publication
Geneva, Switzerland
Editor
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Summary Language
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Series Editor
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ISBN
Medium
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FYAP, NASA, OSU, ONR, NSF, OVWST
Approved
$loc['no']
Call Number
COAPS @ mfield @
Serial
884
Permanent link to this record
Author
Bourassa, M. A.
Title
Tehuantepec wind and pressure changes associated with tropical cyclones
Type
$loc['typeConference Article']
Year
2001
Publication
11th Conference on Interactions of the Sea and Atmosphere, Amer. Meteor. Soc., San Diego, CA, USA
Abbreviated Journal
Volume
Issue
Pages
27-28
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NASA, SEAWINDS, OVWST
Approved
$loc['no']
Call Number
COAPS @ mfield @
Serial
815
Permanent link to this record
Author
Bourassa, M. A., D. Dukhovskoy, S. L. Morey, and J, J. O'Brien
Title
Innovations in Modeling Gulf of Mexico Surface Turbulent Fluxes
Type
$loc['typeMagazine Article']
Year
2007
Publication
Flux News
Abbreviated Journal
Volume
Issue
3
Pages
9
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Medium
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NOAA, COD, NASA, OVWST, NSF
Approved
$loc['no']
Call Number
COAPS @ mfield @
Serial
707
Permanent link to this record
Author
Bourassa, M. A., H. Bonekamp, P. Chang, D. Chelton, J. Courtney, R. Edson, J. Figa, Y. He, H. Hersbach, K. Hilburn, Z. Jelenak, T. Lee, W. T. Liu, D. Long, K. Kelly, R. Knabb, E. Lindstorm, W. Perrie, M. Portabella, M. Powell, E. Rodriguez, D. Smith, A. Stoffelen, V. Swail, F. Wentz
Title
Remotely Sensed Winds and Wind Stresses for Marine Forecasting and Ocean Modeling
Type
$loc['typeConference Article']
Year
2010
Publication
Proceedings of OceanObs'09: Sustained Ocean Observations and Information for Society
Abbreviated Journal
Volume
2
Issue
Pages
Keywords
Abstract
Address
Corporate Author
Thesis
Publisher
Place of Publication
Editor
Hall, J., Harrison, D.E. and Stammer, D.
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Summary Language
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Series Editor
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Series Issue
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ISSN
ISBN
Medium
Area
Expedition
Conference
Funding
NASA, OVWST
Approved
$loc['no']
Call Number
COAPS @ mfield @
Serial
559
Permanent link to this record