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A Workflow-Accounting Methodology
to Determine
Earth Observation Requirements for Air Quality
A Contribution from the
GEO Air Quality Community of Practice
Members who shared their ideas and resources:
G. Foley, L. Friedl, K. Hoijarvi, S. Falke, J. Husar, R. Poirot, M. Schulz., K. Torsett, E. Robinson, A, Surijavong, W. White
Contact: R. Husar, [email protected]
Submitted to the Workshop:
Building a User-Driven GEOSS: Methods to Capture, Analyze, and Prioritize User Needs
Sydney, Australia, April 10, 2011
Earth Observations and Air Quality
•
Air Quality Management (AQM) and
Science relies on EOs for
emissions, transport and ambient
concentration of air pollutants.
•
The required EOs are obtained
mostly by the AQM Agencies
themselves, using in-situ sensors
and monitoring networks.
•
•
•
However,
AQM-relevant EOs are only available for small regions of the world
There also need to include emerging remote sensing and AQ model data.
There is a need to integrate and reconcile the existing diverse observations
GEOSS Goal:
Facilitate access and integration of a broad range of EOs
to SBAs, including Air Quality
Users and Scientific Communities Served By
GEOSS Common Approaches
Systems within their Mandates
User
Requirements
Foley et. Al,
UIC, May 2008
Success begins and ends on
this side of the architecture
In order to facilitate
Ongoing feedback to optimize value and reduce gaps in GEOSS,
this is an initial, limited attempt to formulate a methodology for
determining the User Requirements for EOs for Air Quality Management
Methodology for Gathering User Requirements:
1.
2.
3.
4.
5.
State the SB Sub-Area: e.g. Manage Air Quality
Define Major Workflow Steps of the SBA
Name the Value-Adding Activities
Identify Participants for Each Activity (i.e. the ‘Users’)
Determine the Participant’s EO Needs
The methodology is a ‘bottom up’ approach.
Decomposes the AQM process into workflow steps and specific activities
EO needs are determined by the activities and the participating ‘users’ who
perform those activities
US-09-01a and Current Method are Complementary Approaches
Developed Five-Step
Methodology for User Requirements
User-Requirements for
1: State the SB Sub-Area: e.g. Manage Air Quality
2: Define Major Workflow Steps of the SBA
3: Name the Value-Adding Activities
4: Identify Participants for Each Activity (‘Users’)
5: Determine the Participant’s EO Needs
Based on detailed
workflow and
accounting
Observations & Models
Project supported by EPA
AQ CoP guided and helped populating AQ URR!
Similar and
consistent with
US-09-01a
Nine-Step Method for Priority Eos
1:
2:
3:
4:
5:
6:
7:
8:
9:
Identify Analyst and Advisory Group for the SBA
Determine scope of topics within the SBA
Identify docs on obs. priorities for the SBA
Develop analytic methods and priority criteria
Analyze docs for priority EO needs
Combine the info. and develop a prelim. report
Gather feedback on the preliminary report
Perform any additional analysis
Complete the report on Earth obs. for the SBA
Output
Based on
published
literature
1. Select SBA: AQ Management
2. Define Workflow
Bachmann, 2008
3. Define Value Adding Activities:
Workflow Step 1: Setting AQ Standard
PM
Comp.
Receptor
Modeler
Transport
Meteor.
Air Qual.
Analyst
Gas
Comp.
Activity
Drivers
Chem. Tr.
Modeler
Popul.
Density
Other
Data
Health
Analyst
Policy
Analyst
Policy
Maker
Knowledge: Decisions
Information: Processed Data
Data:
Observations
Emission
Modeler
Emission
Analyst
Spreadsheet of activities,
participants, requirements
Activities – User Types - Requirements
Workflow
Develop AQ
Standard
Activities
User Types
AQ Analyst
Det. Background AQ
Receptor Mod.
Transport Mod.
Characterize
Current AQ
Assess Health Risk
Assess Aquatic Risk
Determine
Compliance
Assess Terrestr. Risk
AQ Analyst
Health Analyst
AQ Analyst
Aquatic Analyst
AQ Analyst
Terrestr. Analyst
AQ Analyst
Assess Visibility Risk
Eval. Control
Effectiveness
Set AQ Standard
Visibility Analyst
Policy Analyst
Requirements
The Method is compatible with the
GEO User Requirements Registry (URR)
The URR is a facility for collection, sharing and describing:
• User types among the nine SBAs;
• Applications that use Earth observations;
• Requirements for Earth observations and derived products;
• Links among user types, applications, and requirements.
Matching Offerings and Needs
To be Tested in AIP 4
AQ Community Catalog – Extracted from GCI
Observation
Parameters
AQ Requirements – Extracted from GEO URR
Matching
Needs and
Offerings
User Needs
Parameters
Strengths and Weaknesses of the Method
Strengths
•It is ‘observation-based’, using the actual activities, and EO uses
•Is methodical, so it can be broadly applied as a pattern
•The EO needs can be expressed in the same way as EO offerings
Weaknesses
•Method is tedious, requires detailed workflow, users, their EO needs
•Applicable to well-established AQM activities, not for ad-hoc uses
•Not tested for different environments and problem domains
EO Prioritization not yet considered
•EO prioritization by this method is a multi-faceted, subtle activity
•Not yet addressed by the GEO AQ CoP
• Extra slides
Value Chain for Informing the Public
Observation-Data
Processed Data
Actionable
Knowledge
Gas
Comp.
Transport
Meteor.
Public
Media
Forecast
Modeler
Activity
Drivers
Emission
Modeler
Emission
Analyst
Air Qual.
Analyst
Public Dec.
Maker
Workflow Step 2: Evaluate Current Air Quality
Workflow
Activities
User Types
Develop AQ
Standard
Det. Ambient AQ
Attribute Sources
Det. Emissions
Eval. Control
Effectiveness
Receptor Mod.
Transport Mod.
Evaluate
Current AQ
Determine
Compliance
AQ Analyst
Determ.
Exceedance
Emiss. Analyst
Emiss. Modeler
Policy Analyst
Requirements
Workflow Step 3: Develop and Enforce Compliance
Workflow
Activities
Develop AQ
Standard
User Types
AQ Analyst
Attribute Sources
Receptor Mod.
Transport Mod.
Characterize
Current AQ
Develop
Compliance
Eval. Control
Effectiveness
Det. Emissions
Emiss. Reduct. Plan
Emiss. Analyst
Emiss. Modeler
Policy Analyst
Requirements
Workflow Step 4: Evaluate Control Effectiveness
Workflow
Activities
Develop AQ
Standard
Det. Emissions
Det. Ambient AQ
Attribute Sources
Characterize
Current AQ
Assess Aquatic Risk
Assess Terrestr. Risk
Assess Visibility Risk
Eval. Control
Effectiveness
Emiss. Analyst
Emiss. Modeler
AQ Analyst
Receptor Mod.
Transport Mod.
Assess Health Risk
Determine
Compliance
User Types
Eval. Control Effect
AQ Analyst
Health Analyst
AQ Analyst
Aquatic Analyst
AQ Analyst
Terrestr. Analyst
AQ Analyst
Visibility Analyst
Policy Analyst
Requirements
AQ Management: Science View
Processes and Earth Observations for AQ:
Emissions, Transport and ambient Concentrations/Depositions
User Types: Emission Analysts, Emission Modeler, AQ Data Analyst, AQ
Transport Modeler, AQ Receptor Modeler, Health Analyst, Aquatic
Analyst, Terrestrial Analyst, Visibility Analyst
AQ Management: Science View
Emissions, Transport and ambient Concentrations/Depositions causing Effects on Health and Welfare
Emission Analysts
Emission Modeler
Transport Modeler
Receptor Modeler
AQ Data Analyst
Health Analyst
Aquatic Analyst
Terrestrial Analyst
Visibility Analyst
AQ Management: Information Flow View
GEOSS Information
Flow Framework
GEOSS
Core
AQ Analyst
Modeler
AQ Domain
Analyst
Policy
Analyst
Policy
Maker
The AQ Information system processes Earth and other observations
into actionable knowledge for policy/decision makers.
User Types: AQ data analysts and modelers; health, aquatic and
other domain analysts, policy analysts and policy/decision makers