DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
• The data life cycle consists of the acquisition and the usage parts
Usage ActivitiesData Acquisition
Data Acquisition and Usage Activities
• The collected and cleaned data are stored in the repository
Data Repository
• The acquisition part processes the sensory data by firmly linked procedures
• The usage activities are more iterative, dynamic procedures• The usage activities transform the data into knowledge for decision making
Decisions
The Federation presumes there is a repository and focuses on usage activities
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
ScientistScience
DAACs
• Current info systems are project/program oriented and provide end-to-end solutions
Info UsersData Providers Info System
AIRNowPublicAIRNow
AIRSCompliance
Manager
AQ Information Systems: Current and with DataFed
• Part of the data resources can be shared for re-use through DataFed
• Through the Federation, the data are homogenized into multi-dimensional cubes
• Data processing and rendering can then be performed through standard web services
• Each project/program can be augmented by Federation data and services
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
ScientistScience
DAACs
• Current info systems are project/program oriented and provide end-to-end solutions
Info UsersData Providers Info System
Now/ForecastPublicAIRNow
ModelCompliance
Manager
AQ Information Systems: Current and with DataFed
• Part of the data resources can be shared for re-use through DataFed• Through the Federation, the data are homogenized into multi-dimensional cubes
• Data processing and rendering can then be performed through standard web services
• Each project/program can be augmented by Federation data and services
Data Catalog Data Wrapping Web Services
Federation Infrastructure
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
• Data are distributed geographically by autonomous providers
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
• Data includes emissions
Emission
Emission
Emission
Emission
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
Information Landscape: Provider Geography, Content, Agency, Form
• Data includes emissions, ambient data,
Ambient
Ambient
Ambient
Ambient
Emission
Emission
Emission
Emission
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
• Data includes emissions, ambient data, satellite data
Satellite
Satellite
SatelliteSatellite
Ambient
Ambient
Ambient
Ambient
Emission
Emission
Emission
Emission
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
• Data includes emissions, ambient data, satellite data and model output
Model
Model
ModelModel
Satellite
Satellite
SatelliteSatellite
Ambient
Ambient
Ambient
Ambient
Emission
Emission
Emission
Emission
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
• Data are provided by multiple agencies: EPA, NOAA, NASA and others
NASAMission
NOAAGASP
NASAIDEA
NASA DAACs
NOAA ASOS
EPA-AQSDataMart
EPA AIRNow
RPO VIEWS
FS FireInv
State/LocalEmission
EPA NEISGEI
EPA NEI
NOAA WeaMod
EPAAQModel
NOAA Forecast
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
NASA DAACs
NOAA GASP
NASAIDEA
NASA Missions
EPA NEI
EPA NEISGEI
FS FireInv
State/Local Emission
NOAA ASOS
RPO VIEWS
EPA AIRNow
EPA-AQS AIRS
NOAA WeaMod
EPA AQModel
NASA GloModel
NOAA Forecast
• Furthermore, data are provided in varied formats and access protocols
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
• Data on Internet are geography-independent and can be ‘linearized’
Internet
NASA DAACs
EPA-AQS AIRS
EPA AIRNow
others
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
• Users are distributed geographically
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
Policy
Policy
Policy
• Users includes policy makers
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
• Users includes policy makers, the public
Policy
Policy
Policy PublicPublic
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
• Users includes policy makers, the public, AQ managers
Policy
Policy
Policy PublicPublic
Manager Manager
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
and scientist
Policy
Policy
Policy PublicPublic
Manager ManagerScientist Scientist
Scientist
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
• Users are affiliated with multiple agencies: EPA, NOAA, NASA, as well as others
Policy
Policy
Policy PublicPublic
Manager ManagerScientist Scientist
Scientist
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
• Furthermore, users need various types of information provided in multiple formats
Policy
Manager
Policy
Scientist
ManagerScientistScientist
Policy
Public Public
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
Information Landscape: UsersTypes, Agency, Info Needs
• Since the users are also on the Internet, their geographic location is irrelevant
Public
Manager
Scientist
Internet
other
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
Information Landscape: Info System Data Access, Processing and Products
Providers
NASA DAACs
EPA R&DModel
EPA AIRNow
others
Public
Manager
Scientist
Users
other
• The info system transforms the data into info products for each user • In the first stage the heterogeneous data are prepared for uniform access
Uniform Access
• The second stage performs filtering, aggregation, fusion and other operations
Data Processing Web Service Chain
Custom Processing
SciFlo
DataFed
Info Products Reports, Websites
Forecasting
Compliance
Other
Sci. Reports
• The third stage prepares and delivers the needed info products
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
Data Acquisition and Usage Activities
•The data usage activities are more iterative, dynamic procedures
Data Usage
•The acquisition activates are sequential, firmly linked procedures
Data Acquisition
•The acquisition and the usage parts are linked through the repository
•The usage can be enhanced by data and tools from the Federation
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
Current Delivery and Integration SystemsData:
Emission, Surface Satellite, Model
Single Datasets
•Distributed data access …………………………………………………………………………………………………………………………………………•All of processing, analysis and synthesis must be done by people
Reports
•Resulting in reports and other data-derived products ………………
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
Future Integrated AQ information System (Draft for Feedback)
NOAA WeaMod
EPA AQModel
FS FireInv
NOAA ASOS
RPO VIEWS
EPA-AQS DataMart
EPA NEI
NASA Missions
EPA AIRNow
NASA DAACs
NASAIDEA
EPA NEISGEI
NASA GloModel
NOAA GASP
NOAA Forecast
Data Providers Distributed Access, User-specific
•Stuff goes here ………….……………………………………………………………………………………………………………………………………………………
•Stuff goes here …….………………………………………………………………………………………………………………………………………………………….
AQ Forecasting
AQ Compliance
Status &Trends
Network Assess.
Info Products Reports, Websites
•Stuff goes here ……………………………………………………………………………………………………………………………………………………………….
Uniform Access
Standard
•Stuff goes here ……….……………………………………………………………………………………………………………………………………………………….
Data Processing Filtering, Aggregation, Fusion
Web Service Composition
SciFlo
DataFed
Custom Processing
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
Current AQ Information System
•Data are distributed geographically by autonomous providers
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
•Data includes emissions
Emission
Emission
Emission
Emission
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
•Data includes emissions, ambient data,
Ambient
Ambient
Ambient
Ambient
Emission
Emission
Emission
Emission
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
•Data includes emissions, ambient data, satellite data
Satellite
Satellite
SatelliteSatellite
Ambient
Ambient
Ambient
Ambient
Emission
Emission
Emission
Emission
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
•Data includes emissions, ambient data, satellite data and model output
Model
Model
ModelModel
Satellite
Satellite
SatelliteSatellite
Ambient
Ambient
Ambient
Ambient
Emission
Emission
Emission
Emission
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
•Data are provided by multiple agencies: EPA, NOAA, NASA, as well as others
NASAMission
NOAAGASP
NASAIDEA
NASA DAACs
NOAA ASOS
EPA-AQSDataMart
EPA AIRNow
RPO VIEWS
FS FireInv
State/LocalEmission
EPA NEISGEI
EPA NEI
NOAA WeaMod
EPAAQModel
NOAA Forecast
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
NASA DAACs
NOAA GASP
NASAIDEA
NASA Missions
EPA NEI
EPA NEISGEI
FS FireInv
State/Local Emission
NOAA ASOS
RPO VIEWS
EPA AIRNow
EPA-AQS AIRS
NOAA WeaMod
EPA AQModel
NASA GloModel
NOAA Forecast
•Furthermore, data are provided in varied formats and access protocols (plugs)
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
•Since the data are Internet-accessible, their geographic location is irrelevant
Internet
NASA DAACs
EPA-AQS AIRS
EPA AIRNow
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
Current AQ Information System
•Users are distributed geographically
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
Policy
Policy
Policy
•Users includes policy makers
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
•Users includes policy makers, the public
Policy
Policy
Policy PublicPublic
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
•Users includes policy makers, the public, AQ managers
Policy
Policy
Policy PublicPublic
Manager Manager
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
and scientist
Policy
Policy
Policy PublicPublic
Manager ManagerScientist Scientist
Scientist
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
•Users are affiliated with multiple agencies: EPA, NOAA, NASA, as well as others
Policy
Policy
Policy PublicPublic
Manager ManagerScientist Scientist
Scientist
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
•Furthermore, users need various types of information provided in multiple formats
Policy
Manager
Policy
Scientist
ManagerScientistScientist
Policy
Public Public
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
•Since the users are also on the Internet, their geographic location is irrelevant
Public
Manager
Scientist
Internet
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
User-Centered View
•Users have private and federated resources pool to work with
UsersUsers
•Some resources are computer-accessible and can be shared
Data,Tool Data,Tool
•Users have access only to their own private resources
User 1 User 2
•The Federation aids resource (re)use
Federated ResourcesData, Services, Tools
•Shared resources can become part of the federation
Other Feds, Portals
•Other Federations and Portals can also be shared
•Providers gain a larger market to distribute their data
•The entire community benefits from a more effective and efficient information system
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
• The challenge is to design a general supportive infrastructure• Simply connecting the relevant provides and users for each info product is messy
Integrated Data System for Air Quality-IDAQ
ESIP AQ Cluster 050510 Draft [email protected]
• The info system infrastructure needs to facilitate the creation of info products
AQ Compliance
Nowcast/Forecast
Status & Trends
Find Data Gaps
ID New Problems
………
Info Needs
Reports
• Providers supply the ‘raw material’ (data and models) for ‘refined’ info products
EmissionSurface Satellite
Model
Single Datasets
Providers
Wrappers
Where?
What?
When?
Federate Data
Structuring
• Structuring the heterogeneous data into where-when-what ‘cubes’ simplifies the mess
Slice & Dice
Explore Data
Viewers
• The ‘cubed’ data can be accessed and explored by slicing-dicing tools
Programs
Integrate
Understand
• More elaborate data integration and fusion can be done by web service chaining• This infrastructure support for IDAQ can be provided by the ESIP Federation
Non-intrusive Linking & Mediation Data UsersData Providers
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
Current Air Quality Information ‘Ecosystem’ (Draft for Feedback)
AQ information includes emissions, ambient & satellite data and model outputs
The distributed data are produced and provided by agencies, mostly through portals
Providers have different access protocols, formats, and information usage conditions
This lack of interoperability causes the under-utilization of the rich data resources
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
New Information System Capabilities
• Evolvable Technical Infrastructure• Seamless Data Access• Interactive Data Analysis• Interoperable Information Services• Responsive Information Delivery
• Verifiable Information Quality
• Scalable Analysis Portals
• Community Modeling Frameworks
• Assisted Data & Service Discovery
• Assisted Knowledge Building
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
DRY
DRY
DRY
WARM
VERY WET
WET
WET
WET
VERYDRY
COLD
COLD
Petabytes 1015
Terabytes 1012
Gigabytes 109Megabytes 106
Calibration, Transformation To Characterized Geophysical Parameters Interaction Between
Modeling/Forecasting and Observation Systems
InteractiveDissemination
Multi-platform, multi-parameter, high spatial and temporal resolution, remote
& in-situ sensing
Advanced Sensors Data Processing Information Synthesis & Analysis Access to Knowledge
Enable AQ Management Through IT
Predictions
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
Information
Information Value Creation System
Informing Knowledge
ActionProductive Knowledge
Data
Organizing Grouping
Classifying Formatting Displaying
AnalyzingSeparatingEvaluating Interpreting
Synthesizing
Judging Options
Quality Advantages
Disadvantages
Deciding Matching goals Compromising Bargaining
Deciding
Info Value
Transform. Processes
‘Actionable’ AQ
Compliance Source Contrib.
Forecast Status & Trends Data Gaps
ID New Problems
Decision Maker Public
Env.Manager Scientist Policy
Maker Network Designer Sensor
Developer
Actions Change Behavior Emission Control
Conduct Research Set/Adopt Policy
Develop Sensors Adopt Network
Who
Data Source Emissions
Surface AQ Obs. Satellite
Transport/Meteor Whatever Whatever
Data Used Emissions Surface AQ Obs.
Satellite Transport/Meteor
Whatever Whatever
Info Form
Data Used Emissions Surface AQ Obs.
Satellite Transport/Meteor
Whatever Whatever
AQ Assessor Public Media Advisory Committee Sci. Workgroup
Policy Analyst Network Analyst Sensor Sensor
Data Analyst Data Analyst
Modeler Data Integrator
Process Scientist Sensor
Analyst
Data Processor ……. ……
……. ….
……………… ……..
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
Information Value Creation System
Petabyte 1015
Terabyte 1012
Gigabyte 109
Megabyte 106
Informing Knowledge
ActionProductive Knowledge
InformationData
Quantity
Quality
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
Information Value Creation System
‘Actionable’ AQ
Compliance Source Contrib.
Forecast Status & Trends Data Gaps
ID New Problems
Actions Change Behavior Emission Control
Conduct Research Set/Adopt Policy
Develop Sensors Adopt Network
Data Source Emissions
Surface AQ Obs. Satellite
Transport/Meteor Whatever Whatever
Data Used Emissions Surface AQ Obs.
Satellite Transport/Meteor
Whatever Whatever
Data Used Emissions Surface AQ Obs.
Satellite Transport/Meteor
Whatever Whatever
Petabyte 1015
Terabyte 1012
Gigabyte 109
Megabyte 106
Informing Knowledge
ActionProductive Knowledge
InformationDataInfo Value
Info Form
Organizing Grouping
Classifying Formatting Displaying
AnalyzingSeparatingEvaluating Interpreting
Synthesizing
Judging Options
Quality Advantages
Disadvantages
Deciding Matching goals Compromising Bargaining
Deciding
Decision Maker Public
Env.Manager Scientist Policy Maker
Network Designer Sensor Developer
AQ Assessor Public Media
Advisory Committee Sci.
Workgroup Policy Analyst
Network Analyst Sensor Sensor
Data Analyst Data Analyst
Modeler Data Integrator
Process Scientist Sensor
Analyst
Data Processor ……. …… ……. ….
……………… ……..
Transform. Process
Participants
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
Data Sources by Content
SatelliteEmissions Surf.AQ ModelsDataMart
VIEWS
NEISGEI AIRNow
AQModelDAACs
ASOS
NEI
NEI
IDEA
GASP
Missions WeaModel
Forecast
GloModelFireInv
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
Future Integrated AQ information System (Draft for Feedback)
DataMart
VIEWS
NEISGEI
AIRNow
AQMod
DAACs
ASOS
NEI
Emission
IDEA
GASP
Missions
WeaMod
Forecast
GloMod
FireInv
Data Federation Distributed, Virtual, Uniform
AQ Forecasting
AQ Compliance
Status and Trends
Network Assess.
Data Processing Filtering, Aggregation, Fusion
Info Products Reports, Websites
Data are maintained by custodians and exposed through ‘portals’ Mediators uniformly ‘wrap’ data and provide processing servicesAnalysts program the services to create application-specific productsResponsibility is shared among data providers and mediator/ integratorsESIPFed can provide the infrastructure and tools for the AQ info system
Mediators
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
Advanced Sensors Data Processing & Analysis Information Synthesis Access to Knowledge
Enable AQ Management Through IT
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
Data Acquisition and Usage Activities
• The data life cycle consists of the acquisition and usage activities• The acquisition activates are single-track, firm procedures• The data usage activities are multi-track, dynamic procedures• The Infosystem for usage assumes the existence of validated data
Data Acquisition Data Usage
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
Current Delivery and Integration Systems
Data: Emission, Surface Satellite, Model
Single Datasets
Reports
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
Future Integrated AQ information System (Draft for Feedback)
NOAA WeaMod
EPA AQModel
FS FireInv
NOAA ASOS
RPO VIEWS
EPA-AQS DataMart
EPA NEI
NASA Missions
EPA AIRNow
NASA DAACs
NASAIDEA
EPA NEISGEI
NASA GloModel
NOAA GASP
NOAA Forecast
Data Providers Distributed Access, User-specific
•Stuff goes here ………….……………………………………………………………………………………………………………………………………………………
Uniform Access
•Stuff goes here ……………………………………………………………………………………………………………………………………………………………….
Data Processing Filtering, Aggregation, Fusion
Web Service Composition
•Stuff goes here ……….……………………………………………………………………………………………………………………………………………………….•Stuff goes here …….………………………………………………………………………………………………………………………………………………………….
AQ Forecasting
AQ Compliance
Status &Trends
Network Assess.
Info Products Reports, Websites
Standard
SciFlo
DataFed
Custom Processing
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
User-Centered View
Data,Tool Data,Tool
Users have access only to their own private resources
Users have private and federated resources pool to work with
UsersUsers
Some resources are computer-accessible and can be shared
User 1 User 2
The Federation aids resource (re)use
Other Federations and Portals can also be shared
Other Feds, Portals Federated Resources
Data, Services, Tools
Shared resources can become part of the federation
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
Federated Air Quality Data System - Draft
Text 1Text 2
Wrappers
Where?
What?
When?
Federate Data
Structuring Slice & Dice
Explore Data
Viewers Programs
Integrate
Understand
AQ Compliance
Nowcast/Forecast
Status & Trends
Find Data Gaps
ID New Problems
………
Info Needs
Reports
EmissionSurface Satellite
Model
Single Datasets
Providers
Networking Reuse
ESIP AQ Cluster 050510 Draft [email protected]
Run and click PPT Slideshow to see chart animations
Non-intrusive Linking & Mediation Data UsersData Providers
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
Current AQ Data Provides
• Data includes emissions, surface data, satellite data and models• It is distributed geographically and providing agencies• Data sets are added and and removed by their autonomous providers• Data integration is hampered by incompatible form and access protocols
NOAA
GASP
NASA
DAACs
NASA
IDEA
NASA
Missions
EPA
NEI
EPA
NEISGEIFS FireInv
State/Local
Emission
NOAA
ASOS
RPO
VIEWS
EPA AIRNow
EPA-AQS
DataMart
NOAA
WeaModEPA
AQModel
NASA
GloModelNOAA
Forecast
Emission
Ambient
Satellite
Model
Content | Agency | Form
EPA
NOAA
NASA
Other
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
Future Integrated AQ information System (Draft for Feedback)
NOAA WeaMod
EPA
AQModelFS
FireInv
NOAA
ASOS
RPO VIEWS
EPA-AQS DataMart
EPA NEI
NASA Missions
EPA AIRNow
NASA DAACs NASA
IDEA
EPA NEISGEI
NASA
GloModel
NOAA GASP
NOAA Forecast
Current AQ Data Distributed Access, User-specific
•Stuff goes here ………….……………………………………………………………………………………………………………………………………………………
Data Federation Uniform Access, Content Focus
DataMart
VIEWS
NEISGEI
AIRNow
AQMod
DAACs
ASOS
NEI
Emission
IDEA
GASP
Missions
WeaMod
Forecast
GloMod
FireInv
•Stuff goes here ……………………………………………………………………………………………………………………………………………………………….
Data Processing Filtering, Aggregation, Fusion
Mediator Web Services
•Stuff goes here ……….……………………………………………………………………………………………………………………………………………………….•Stuff goes here …….………………………………………………………………………………………………………………………………………………………….
AQ Forecasting
AQ Compliance
Status and Trends
Network Assess.
Info Products Reports, Websites
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
Market Drivers for the Further-processed food Industry
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
Current AQ Information System
EPA AIRNow
EPA-AQS AIRS
NASA DAACs
Public
Manager
Scientist
•Since the users are also on the Internet, their geographic location is irrelevant
Federation
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
•Users are distributed geographically
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
Policy
Policy
Policy
•Users includes policy makers
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
•Users includes policy makers, the public
Policy
Policy
Policy
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
PublicPublic
Current AQ Information System
•Users includes policy makers, the public, AQ managers
Policy
Policy
Policy
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
PublicPublic
Manager Manager
and scientist
Policy
Policy
Policy
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
PublicPublic
Manager ManagerScientist Scientist
Scientist
•Users are affiliated with multiple agencies: EPA, NOAA, NASA, as well as others
Policy
Policy
Policy PublicPublic
Manager ManagerScientist Scientist
Scientist
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
•Furthermore, users access data in varied formats and access protocols
ManagerManager
Policy
Policy
Scientist
ScientistScientist
Policy
Public Public
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
Public
Manager
Scientist
•Since the users are also on the Internet, their geographic location is irrelevant
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
Current AQ Information System
•Data are distributed geographically by autonomous providers
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
•Data includes emissions
Emission
Emission
Emission
Emission
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
•Data includes emissions, ambient data,
Ambient
Ambient
Ambient
Ambient
Emission
Emission
Emission
Emission
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
•Data includes emissions, ambient data, satellite data
Satellite
Satellite
SatelliteSatellite
Ambient
Ambient
Ambient
Ambient
Emission
Emission
Emission
Emission
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
•Data includes emissions, ambient data, satellite data and model output
Model
Model
ModelModel
Satellite
Satellite
SatelliteSatellite
Ambient
Ambient
Ambient
Ambient
Emission
Emission
Emission
Emission
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
•Data are provided by multiple agencies: EPA, NOAA, NASA, as well as others
NASAMission
NOAAGASP
NASAIDEA
NASA DAACs
NOAA ASOS
EPA-AQSDataMart
EPA AIRNow
RPO VIEWS
FS FireInv
State/LocalEmission
EPA NEISGEI
EPA NEI
NOAA WeaMod
EPAAQModel
NOAA Forecast
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
NASA DAACs
NOAA GASP
NASAIDEA
NASA Missions
EPA NEI
EPA NEISGEI
FS FireInv
State/Local Emission
NOAA ASOS
RPO VIEWS
EPA AIRNow
EPA-AQS AIRS
NOAA WeaMod
EPA AQModel
NASA GloModel
NOAA Forecast
•Furthermore, data are provided in varied formats and access protocols (plugs)
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
NASA DAACs
NOAA GASP
NASAIDEA
NASA Missions
EPA NEI
EPA NEISGEI
FS FireInv
State/Local Emission
NOAA ASOS
RPO VIEWS
EPA AIRNow
EPA-AQS AIRS
NOAA WeaMod
EPA AQModel
NASA GloModel
NOAA Forecast
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
EPA AIRNow
EPA-AQS AIRS
NASA DAACs
•Since the data are Internet-accessible, their geographic location is irrelevant
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
•Users are distributed geographically
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
Policy
Policy
Policy
•Users includes policy makers
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
•Users includes policy makers, the public
Policy
Policy
Policy
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
PublicPublic
Current AQ Information System
•Users includes policy makers, the public, AQ managers
Policy
Policy
Policy
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
PublicPublic
Manager Manager
and scientist
Policy
Policy
Policy
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
PublicPublic
Manager ManagerScientist Scientist
Scientist
•Users are affiliated with multiple agencies: EPA, NOAA, NASA, as well as others
Policy
Policy
Policy PublicPublic
Manager ManagerScientist Scientist
Scientist
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
•Furthermore, users access data in varied formats and access protocols
ManagerManager
Policy
Policy
Scientist
ScientistScientist
Policy
Public Public
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
Public
Manager
Scientist
•Since the users are also on the Internet, their geographic location is irrelevant
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
•Data are distributed geographically and accessible through the internet
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
•Data includes emissions
Emission
Emission
Emission
Emission
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
•Data includes emissions, ambient data,
Ambient
Ambient
Ambient
Ambient
Emission
Emission
Emission
Emission
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
•Data includes emissions, ambient data, satellite data
Satellite
Satellite
SatelliteSatellite
Ambient
Ambient
Ambient
Ambient
Emission
Emission
Emission
Emission
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
•Data includes emissions, ambient data, satellite data and model output
Model
Model
ModelModel
Satellite
Satellite
SatelliteSatellite
Ambient
Ambient
Ambient
Ambient
Emission
Emission
Emission
Emission
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
•Data are provided by multiple agencies: EPA, NOAA, NASA, as well as others
NASA
Mission
NOAA
GASP
NASA
IDEA
NASA
DAACs
NOAA
ASOS
EPA-AQS
DataMart
EPA
AIRNow
RPO
VIEWS
FS
FireInv
State/Local
Emission
EPA
NEISGEI
EPA
NEI
NOAA
WeaMod
EPA
AQModel
NOAA
Forecast
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
NASA DAACs
NOAA GASP
NASA
IDEA
NASA Missions
EPA NEI
EPA NEISGEI
FS
FireInv
State/Local Emission
NOAA
ASOS
RPO VIEWS
EPA AIRNow
EPA-AQS DataMart
NOAA WeaMod
EPA
AQModel
NASA
GloModelNOAA Forecast
Emission
Ambient
Satellite
Model
Content | Agency | Form
EPA
NOAA
NASA
Other
•Furthermore, data are provided in varied formats and access protocols (plugs)
•All data providers are autonomous, however some are linked
Current AQ Data Provides
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
Current AQ Information System
•Users are distributed geographically
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
Policy
Policy
Policy
•Users includes policy makers
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
•Users includes policy makers, the public
Policy
Policy
Policy PublicPublic
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
•Users includes policy makers, the public, AQ managers
Policy
Policy
Policy PublicPublic
Manager Manager
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
and scientist
Policy
Policy
Policy PublicPublic
Manager ManagerScientist Scientist
Scientist
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
•Users are affiliated with multiple agencies: EPA, NOAA, NASA, as well as others
Policy
Policy
Policy PublicPublic
Manager ManagerScientist Scientist
Scientist
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
•Furthermore, users need various types of information provided in multiple formats
Policy
Manager
Policy
Scientist
ManagerScientistScientist
Policy
Public Public
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
•Since the users are also on the Internet, their geographic location is irrelevant
Public
Manager
Scientist
Internet
EPA
NOAA
NASA
Other
Stakeholder | Agency | Form
Policy
Manager
Public
Scientist
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
•AQ info systems provide end-to-end data-analysis support to projects/programs
Public
Manager
Scientist
UsersProviders
NASA DAACs
EPA-AQS AIRS
EPA AIRNow
Compliance
Science
AIRNow
•Through a Federation the data are homogenized into multi-dimensional cubes
AQ Information Systems: Current and Future
•Data processing and rendering can then be performed through standard web services
Processor
•In future systems part of the data resources can be shared for re-use
Federation
•Each project/program can be augmented by data and services from the Federation
Processor
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
Current AQ Information System
•Data are distributed geographically by autonomous providers
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
•Data includes emissions
Emission
Emission
Emission
Emission
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
•Data includes emissions, ambient data,
Ambient
Ambient
Ambient
Ambient
Emission
Emission
Emission
Emission
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
•Data includes emissions, ambient data, satellite data
Satellite
Satellite
SatelliteSatellite
Ambient
Ambient
Ambient
Ambient
Emission
Emission
Emission
Emission
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
•Data includes emissions, ambient data, satellite data and model output
Model
Model
ModelModel
Satellite
Satellite
SatelliteSatellite
Ambient
Ambient
Ambient
Ambient
Emission
Emission
Emission
Emission
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
•Data are provided by multiple agencies: EPA, NOAA, NASA, as well as others
NASAMission
NOAAGASP
NASAIDEA
NASA DAACs
NOAA ASOS
EPA-AQSDataMart
EPA AIRNow
RPO VIEWS
FS FireInv
State/LocalEmission
EPA NEISGEI
EPA NEI
NOAA WeaMod
EPAAQModel
NOAA Forecast
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
NASA DAACs
NOAA GASP
NASAIDEA
NASA Missions
EPA NEI
EPA NEISGEI
FS FireInv
State/Local Emission
NOAA ASOS
RPO VIEWS
EPA AIRNow
EPA-AQS AIRS
NOAA WeaMod
EPA AQModel
NASA GloModel
NOAA Forecast
•Furthermore, data are provided in varied formats and access protocols (plugs)
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
•Since the data are Internet-accessible, their geographic location is irrelevant
Internet
NASA DAACs
EPA-AQS AIRS
EPA AIRNow
Emission
Ambient
Satellite
Model
EPA
NOAA
NASA
Other
Content | Agency | Form
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
AIRSCompliance
Manager
ScientistScience
AIRNow
• Current info systems are project/program oriented and provide end-to-end solutions
PublicAIRNow
Info UsersData Providers Info System
AQ Information Systems: Current and with DataFed
• Through the Federation, the data are homogenized into multi-dimensional cubes• Data processing and rendering can then be performed through standard web services• Each project/program can be augmented by data and services from the Federation
• Part of the data resources can be shared for re-use through DataFed
DAACs
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]
ModelCompliance
Manager
ScientistScience
AIRNowPublicAIRNow
DAACs
DRAFT April 28, 2005 ESIP AQ Cluster, [email protected]