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Author
Jacob, J. C. ; Armstrong, E. M. ; Bourassa, M. A. ; Cram, T. ; Elya, J. L. ; Greguska, F. R., III ; Huang, T. ; Ji, Z. ; Jiang, Y. ; Li, Y. ; McGibbney, L. J. ; Quach, N. ; Smith, S. R. ; Tsontos, V. M. ; Wilson, B. D. ; Worley, S. J. ; Yang, C. P.
Title
OceanWorks: Enabling Interactive Oceanographic Analysis in the Cloud with Multivariate Data
Type
$loc['typeAbstract']
Year
2018
Publication
American Geophysical Union
Abbreviated Journal
AGU
Volume
Fall Meeting
Issue
Pages
Keywords
910 Data assimilation, integration and fusion, INFORMATICSDE: 1916 Data and information discovery, INFORMATICSDE: 1926 Geospatial, INFORMATICSDE: 1942 Machine learning, INFORMATICS
Abstract
NASA's Advanced Information System Technology (AIST) Program sponsors the OceanWorks project to establish an integrated data analytics center at the Physical Oceanography Distributed Active Archive Center (PO.DAAC). OceanWorks provides a series of interoperable capabilities that are essential for cloud-scale oceanographic research. These include big data analytics, data search with subsecond response, intelligent ranking of search results, subsetting based on data quality metrics, and rapid spatiotemporal matchup of satellite measurements with distributed in situ data. The software behind OceanWorks is being developed as an open source project in the Apache Incubator Science Data Analytics Platform (SDAP – http://sdap.apache.org). In this presentation we describe how OceanWorks enables efficient, scalable, interactive and interdisciplinary oceanographic analysis with multivariate data. Interactivity is enabled by a number of SDAP features. First, SDAP provides Representational State Transfer (REST) interfaces to a number of built-in cloud analytics to compute time series, time-averaged maps, correlation maps, climatological maps, Hovmöller maps, and more. To access these, users simply navigate to a properly constructed parameterized URL in their web browser or issue web services calls in a variety of programming languages or in a Jupyter notebook. Alternatively, Python clients can make function calls via the NEXUS Command Line Interface (CLI). Authenticated users can even inject their own custom code via REST calls or the CLI. To enable interdisciplinary science, OceanWorks provides access to a rich collection of multivariate satellite and in situ measurements of the oceans (e.g., sea surface temperature, height and salinity, chlorophyll and circulation) and other Earth science data (e.g., aerosol optical depth and wind speed), coupled with on-demand processing capabilities close to the data. We partition the data across space or time into tiles and store them into cloud-aware databases that are collocated with the computations. We will provide examples of scientific studies directly enabled by OceanWorks' multivariate data and cloud analytics.
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Approved
$loc['no']
Call Number
COAPS @ user @
Serial
1005
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Author
Hernandez, F. ; Bertino, L. ; Brassington, G. ; Chassignet, E. ; Cummings, james ; Davidson, F. ; Drévillon, M. ; Garric, G. ; Kamachi, M. ; Lellouche, J.-M. ; Mahdon, R. ; Martin, M. ; Ratsimandresy, A. ; Regnier, C.
Title
Validation and Intercomparison Studies Within GODAE
Type
$loc['typeJournal Article']
Year
2009
Publication
Oceanography
Abbreviated Journal
Oceanog.
Volume
22
Issue
3
Pages
128-143
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Abstract
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Summary Language
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Series Editor
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Series Issue
Edition
ISSN
1042-8275
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Medium
Area
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Approved
$loc['no']
Call Number
COAPS @ mfield @
Serial
383
Permanent link to this record
Author
Chassignet, E. ; Hurlburt, H. ; Metzger, E.J. ; Smedstad, O. ; Cummings, J. ; Halliwell, G. ; Bleck, R. ; Baraille, R. ; Wallcraft, A. ; Lozano, C. ; Tolman, H. ; Srinivasan, A. ; Hankin, S. ; Cornillon, P. ; Weisberg, R. ; Barth, A. ; He, R. ; Werner, F. ; Wilkin, J.
Title
US GODAE: Global Ocean Prediction with the HYbrid Coordinate Ocean Model (HYCOM)
Type
$loc['typeJournal Article']
Year
2009
Publication
Oceanography
Abbreviated Journal
Oceanog.
Volume
22
Issue
2
Pages
64-75
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Abstract
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Series Issue
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ISSN
1042-8275
ISBN
Medium
Area
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Approved
$loc['no']
Call Number
COAPS @ mfield @
Serial
390
Permanent link to this record
Author
Bourassa, M. ; Gille, S. ; Jackson, D. ; Roberts, J.B. ; Wick, G.
Title
Ocean Winds and Turbulent Air-Sea Fluxes Inferred From Remote Sensing
Type
$loc['typeJournal Article']
Year
2010
Publication
Oceanography
Abbreviated Journal
Oceanog.
Volume
23
Issue
4
Pages
36-51
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Abstract
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1042-8275
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NASA, OVWST, NOAA, OCO
Approved
$loc['no']
Call Number
COAPS @ mfield @
Serial
366
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Author
Cornillon, P. ; Adams, J. ; Blumenthal, M.B. ; Chassignet, E. ; Davis, E. ; Hankin, S. ; Kinter, J. ; Mendelssohn, R. ; Potemra, J. ; Srinivasan, A. ; Sirott, J.
Title
NVODS and the Development of OPeNDAP
Type
$loc['typeJournal Article']
Year
2009
Publication
Oceanography
Abbreviated Journal
Oceanog.
Volume
22
Issue
2
Pages
116-127
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Abstract
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Series Editor
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ISSN
1042-8275
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Approved
$loc['no']
Call Number
COAPS @ mfield @
Serial
391
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Author
Hurlburt, H. ; Brassington, G. ; Drillet, Y. ; Kamachi, M. ; Benkiran, M. ; Bourdallé-Badie, R. ; Chassignet, E. ; Jacobs, G. ; Galloudec, O. ; Lellouche, J.-M. ; Metzger, E.J. ; Oke, P. ; Pugh, T. ; Schiller, A. ; Smedstad, O. ; Tranchant, B. ; Tsujino, H. ; Usui, N. ; Wallcraft, A.
Title
High-Resolution Global and Basin-Scale Ocean Analyses and Forecasts
Type
$loc['typeJournal Article']
Year
2009
Publication
Oceanography
Abbreviated Journal
Oceanog.
Volume
22
Issue
3
Pages
110-127
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Abstract
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Publisher
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Summary Language
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Series Editor
Series Title
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Series Volume
Series Issue
Edition
ISSN
1042-8275
ISBN
Medium
Area
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Conference
Funding
Approved
$loc['no']
Call Number
COAPS @ mfield @
Serial
675
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Author
Dombrowsky, E. ; Bertino, L. ; Brassington, G. ; Chassignet, E. ; Davidson, F. ; Hurlburt, H. ; Kamachi, M. ; Lee, T. ; Martin, M. ; Mei, S. ; Tonani, M.
Title
GODAE Systems in Operation
Type
$loc['typeJournal Article']
Year
2009
Publication
Oceanography
Abbreviated Journal
Oceanog.
Volume
22
Issue
3
Pages
80-95
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1042-8275
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$loc['no']
Call Number
COAPS @ mfield @
Serial
382
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Author
Goni, G. ; DeMaria, M. ; Knaff, J. ; Sampson, C. ; Ginis, I. ; Bringas, F. ; Mavume, A. ; Lauer, C. ; Lin, I.I. ; Ali, M.M. ; Sandery, P. ; Ramos-Buarque, S. ; Kang, K.R. ; Mehra, A. ; Chassignet, E. ; Halliwell, G.
Title
Applications of Satellite-Derived Ocean Measurements to Tropical Cyclone Intensity Forecasting
Type
$loc['typeJournal Article']
Year
2009
Publication
Oceanography
Abbreviated Journal
Oceanog.
Volume
22
Issue
3
Pages
190-197
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Abstract
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ISSN
1042-8275
ISBN
Medium
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Approved
$loc['no']
Call Number
COAPS @ mfield @
Serial
384
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Author
Cabrera, V.E., D. Solis, and D. Letson
Title
Optimal crop insurance under climate variability: contrasting insurer and farmer interests
Type
$loc['typeJournal Article']
Year
2009
Publication
Transactions of the ASABE
Abbreviated Journal
Volume
52
Issue
2
Pages
623-631
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Abstract
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$loc['no']
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COAPS @ mfield @
Serial
657
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Author
Ahern, Kyle K.
Title
Hurricane Boundary Layer Structure during Intensity Change: An Observational and Numerical Analysis
Type
$loc['typeManuscript']
Year
2019
Publication
Florida State University College of Arts and Sciences
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$loc['no']
Call Number
COAPS @ user @
Serial
1103
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