DMAC ST and the Activities of the IOOS PO Derrick Snowden DMAC Steering Team 2013-02-28.
DMAC The Data Management and Communications Subsystem of the U.S. Integrated Ocean Observing System...
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Transcript of DMAC The Data Management and Communications Subsystem of the U.S. Integrated Ocean Observing System...
DMACThe Data Management and Communications Subsystem
of theU.S. Integrated Ocean Observing System (IOOS)
Steve HankinNOAA/Pacific Marine Environmental Laboratory
DMAC Steering TeamDMAC Modelers’ Caucus
Nov ‘06 TECO-WIS 2
GOOS - Global Ocean ObservationsGTSPP, ARGO, Satellites, VOS, others
Why not do something comparableWhy not do something comparablefor the coastal ocean?for the coastal ocean?
Nov ‘06 TECO-WIS 3
GCOOS
CeNCOOS
NANOOS
AOOS
PacIOOS
SECOORA
MACOORASCCOOS
NERA
CaRA
Coastal Componentof IOOS
GLOS
National Backbone• Federal Agencies Responsible• EEZ & Great Lakes• Core variables required by RAs& Fed Agencies• Network of sentinel & reference stations• Standards/Protocols
Regional Coastal Ocean Observing Systems• Regional Associations responsible• Involve private & public sectors • Inform Federal Agencies of user needs• Enhance the backbone based on user needs• Incorporate sub–regional systems
US IOOS Coastal System:“National
Backbone”
Regional Associations
Nov ‘06 TECO-WIS 4
Satellites
Aircraft
Fixed Platforms
Ships
Drifters & Floats
AUVs
ObservingSubsystem
Integrated Ocean Observing System
Metadata standards
Data discovery
Data transport
Online browse
Data archival
DMACSubsystem
Modeling & AnalysisSubsystem
Safe & EfficientMaritime Operations
Homeland Security
Natural Hazards
Climate Change
Public Health
Ecosystem Health
Living MarineResources
Societal Goals
Nov ‘06 TECO-WIS 5
Many Variables – the IOOS Core Set
• Physical– Salinity, temperature, air-sea heat flux– Sea and water level, water depth (Shore line)– Surface waves (height, direction, freq), currents & sea ice
• Chemical– Contaminants & dissolved nutrients– Dissolved oxygen
• Biological– Fish species & abundance– Chlorophyll, ocean color & phytoplankton abundance/species– Zooplankton abundance/species– Pathogens
• Interdisciplinary– Optical properties (Atmospheric & in-water)– Bottom character and benthic habitats
Nov ‘06 TECO-WIS 6
The Governance Challenge
• Many independent observing system activities
– federal, state, county, municipal, academic & private players
• Independent funding paths
• Widely varying program missions
• A planning office -- Ocean.US -- established to coordinate the efforts
Effective governance depends upon a workable data management and communications (DMAC) plan
Nov ‘06 TECO-WIS 7
1.Heterogeneous
data
2. Looselyfederated
organizations
3. Large,distributedholdings
……competingcompetingcharacteristics characteristics ruled out the ruled out the most most straightforward straightforward solutions for IOOSsolutions for IOOS
Nov ‘06 TECO-WIS 8
1.Heterogeneous
data
2. Looselyfederated
organizations
3. Large,distributedholdings
No simple data standard can be No simple data standard can be designed that all ocean data designed that all ocean data
providers will utilizeproviders will utilize
Nov ‘06 TECO-WIS 9
No management No management structure exists structure exists to enforce to enforce adoption of a adoption of a complex, data complex, data management management solutionsolution
1.Heterogeneous
data
2. Looselyfederated
organizations
3. Large,distributedholdings
Nov ‘06 TECO-WIS 10
Data cannot be Data cannot be centrally managed at centrally managed at
a single locationa single location
1.Heterogeneous
data
2. Looselyfederated
organizations
3. Large,distributedholdings
Nov ‘06 TECO-WIS 11
The DMAC Plan – a community effort
• Brought together …• 6 Federal agencies• 6 Universities• 4 Regional/State agencies• 3 Private sector orgs.
• Steering Committee guided2 Outreach Teams, 4 Expert Teams
• Data Facilities Outreach• User Outreach
• Data Discovery & Metadata• Data Transport• Data Archive & Access• Applications & Products
Steering Comm. convened June 2002
Public drafts circulated Dec. 2003
The DMAC Plan – a community effort• Four levels of review
1. Solicited expert review2. Public workshop3. Public email-based review4. Federal Registry comments
• Drafts broadly circulated• ExCom, NORLC, IWG, USGST,
Ocean.US Workshops, Regional Summits, Professional Society newsletters, email lists and websites
• 150 reviewers• 6 Federal Agencies• 22 Universities & Institutes• 13 Private Sector• 13 Regional/State agencies• 5 International
• An implementation plan (a roadmap to detailed specification)
Published March 2005
Nov ‘06 TECO-WIS 13
The DMAC Plan is a framework for interoperability among independent,
heterogeneous systems, large and small
• Independence: Organizations will manage their own data
• Standards: enabling innovation!
• “Web services”: the common language to be spoken by pre-existing systems
Nov ‘06 TECO-WIS 14
How DMAC selects standards
“Adapt, adoptand only as a last resort
develop”
Classified by IOOS maturity levels1. R&D
2. Pilot
3. Pre-operational
4. operational
Strong preference for open standards
Nov ‘06 TECO-WIS 15
DMAC planning process continues …
Steering TeamExpert Teams
Transport and AccessMetadata and Data DiscoveryArchive
CaucusesPrivate sectorInternationalModelingRegional
Working GroupSystems Engineering
Interagency Oversight Working Group
Nov ‘06 TECO-WIS 16
Data Transport
Harmonize developments from 2 communities
1. GIS – utilizing OGC W*F standards
2. FES* – utilizing OPeNDAP
“Adapt, adoptand only as a last resort
develop”
* FES = fluid earth systems
Expert Team -- 10 membersacademia (4), federal (4), private sector (2)
Nov ‘06 TECO-WIS 17
Digression on OPeNDAP …”DAP” == Data Access Protocol
Since 1992 - a “web service” before the term existed
• “Files” vanish “datasets”, instead
• On the server– netCDF, GRIB, HDF, IEEE, … or relational databases– aggregations (multi-terabyte datasets)
• On the client– “open” and read subsets– any netCDF application is a web client (may need to relink)– Matlab, IDL, IDV, GrADS, Ferret, CDAT, …
• Widely used in research modeling communities
Nov ‘06 TECO-WIS 18
OGC OPeNDAP Gateway
Grids 2 - WCS 3 - CF GALEON
Time series 1 - WFS/GML 2 - DAPPER
Profiles 1 - WFS/GML 2 - DAPPER
Tracks 2 - WFS/GML 1 - DAPPER
Points 3 - WFS/GML 1 - (CDM)
... … …
IOOS maturity levels1. R&D2. Pilot3. Pre-operational4. operational
Data Transport
Nov ‘06 TECO-WIS 19
Metadata andData Discovery
Team approach– Coordination with organizations/programs such as
MMI*, ISO, FGDC*, GCMD*, ORION* and QARTOD*
– Engage data providers in the process
Determine marine metadata content requirements– data lifecycle: identify, assess, access, utilize and
archive
– adaptive to data type and method of data collection
Compare metadata elements across multiple standards – FGDC, ISO, DIF, EML, ESML, SensorML, MarineXML, etc.
• MMI = Marine Metadata Interoperability project
• FGDC = US Federal Geographic Data Committee
• GCMD = NASA Global Change Master Directory
• ORION = US NSF-funded ocean research initiative
• QARTOD = Quality Assurance Real Time Ocean Data
“Adapt, adoptand only as a last resort
develop”
Nov ‘06 TECO-WIS 20
Starting point: “Guide for IOOS Data Providers, v1.0”
Initial guidance contains:– Required vocabularies
• IOOS keywords, core variables, national backbone programs– Recommended vocabularies
• ISO 19115 topic categories, GCMD keywords, IHO codes, OBIS species, CF standard names
– Metadata standards• ISO 19115, FGDC CSDGM, GCMD DIF, OBIS
– Minimal list of elements• Discovery, access, data transport, archive, consumer use,
data management– Data discovery systems
• NSDI Clearinghouse, Geospatial OneStop, GCMD, OBIS
Metadata andData Discovery
DMAC Modelers’ Caucus – Challenges
1. Advancement and use of CF (netCDF & OPeNDAP)
Further work:
a. unstructured gridsb. Geospatial datumsc. Nested grids
2. Downscaling and splicing of neighboring domains
3. Rich model metadata
4. OSSEs – couple modeling and observing system design
5. Model-data validation and model-model comparison Modeling and Analysis Steering Team (MAST)
>> Convened Oct. 25, 2006 <<Community Modeling Networks (CMNs) to follow
Nov ‘06 TECO-WIS 22
“Community Standards for Unstructured Grids”
UCAR/Unidata, Boulder CO -- >> October 16-18 <<
NOAA-IOOS funded • Standards for unstructured coastal model
outputs– A community process– Standardize file contents, formats Standardize network access protocols
• A demonstration testbed will be created
• Technical discussions will be open– on a moderated web site
http://cf-pcmdi.llnl.gov/
Nov ‘06 TECO-WIS 23
DMAC and WIS – Closely related challenges
Both seek to
• Link organizationally-independent data suppliers
• Address a broad range of user needs
• Integrate heterogeneous data types
• Merge real-time (push) and delayed mode (pull)
• Build upon standards
WORLD METEOROLOGICAL ORGANIZATIONWeather Climate Water
Nov ‘06 TECO-WIS 24
DMAC areas in need of particular attention(to what degree can WIS solutions be adopted?)
• Real time (push) ( IDD/LDM? )
• Access control• Service registries• Data assembly (regional and national)
WORLD METEOROLOGICAL ORGANIZATIONWeather Climate Water
DMAC and WIS – Closely coupled solutions