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3 Introduction GIS provides a method to display a large amount of data in a meaningful way. Visualize patterns. Integrate, manage, solve, and present information in an interpretive way. TABLE GRAPH GIS Analyze spatial problems and make decisions. Illustrate and enhance data quality assurance.
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Using GIS Technology for Emission Inventory and Air Quality Applications
Prepared by:Tami H. Funk
Lyle R. ChinkinSonoma Technology, Inc.
Petaluma, CA
SCOS97-NARSTO DATA ANALYSIS CONFERENCE February 14, 2001
STI-2059
2
Overview
• Introduction to Geographic Information System (GIS)
• Emission inventory-related GIS applications
• Air quality-related GIS applications
• Summary
3
Introduction
• GIS provides a method to display a large amount of data in a meaningful way.
• Visualize patterns.
• Integrate, manage, solve, and present information in an interpretive way.
TABLE GRAPH GIS
• Analyze spatial problems and make decisions.
• Illustrate and enhance data quality assurance.
4
Emission Inventory Applications (1 of 4)
• Display and analyze emissions densities and spatial distribution.
• Develop gridded surrogates for distributing county-wide emissions.
• Verify and “ground truth” emissions sources using several sources of data.
• Link interactive databases to geographic features.
5
Emission Inventory Applications (2 of 4)
Emissions from Consumer Products - Los Angeles Co.
6
Emission Inventory Applications (3 of 4)
Air Quality Site Characterization and Emissions Activity Databases
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Emission Inventory Applications (4 of 4)
KilometersKilometersKilometersKilometersKilometersKilometersKilometersKilometersKilometers
000000000 111111111 222222222
U.S. NavalU.S. NavalU.S. NavalU.S. NavalU.S. NavalU.S. NavalU.S. NavalU.S. NavalU.S. NavalStationStationStationStationStationStationStationStationStation
U.S. NavalU.S. NavalU.S. NavalU.S. NavalU.S. NavalU.S. NavalU.S. NavalU.S. NavalU.S. NavalAir StationAir StationAir StationAir StationAir StationAir StationAir StationAir StationAir Station
I- 5I- 5I- 5I- 5I- 5I- 5I- 5I- 5I- 5
I- 5I- 5I- 5I- 5I- 5I- 5I- 5I- 5I- 5
State Hwy 94State Hwy 94State Hwy 94State Hwy 94State Hwy 94State Hwy 94State Hwy 94State Hwy 94State Hwy 94
Wab
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Wab
ash
Wab
ash
Wab
ash
Wab
ash
Wab
ash
Wab
ash
Wab
ash
Wab
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SAN DIEGO INTL-LINDBERGH FLDSAN DIEGO INTL-LINDBERGH FLDSAN DIEGO INTL-LINDBERGH FLDSAN DIEGO INTL-LINDBERGH FLDSAN DIEGO INTL-LINDBERGH FLDSAN DIEGO INTL-LINDBERGH FLDSAN DIEGO INTL-LINDBERGH FLDSAN DIEGO INTL-LINDBERGH FLDSAN DIEGO INTL-LINDBERGH FLD
Auto Repair Shops
Dry Cleaning Facilit ies
Restaurants/Bakeries
Gasoline Serv ice Stations
LEGEND
SPM Site
8
Exposure Applications (1 of 7)
• Spatial analysis and display of air quality data
• Verify locations of sources and receptors for modeling
• Exposure analyses
• Data quality assurance
9
0 - 60 ppb61 - 79 ppb80 - 99 ppb100 - 110 ppb111 - 124 ppb125+ ppb
1-hr Average Peak OzoneConcentrationsSacramento Region
Air Quality Data Mapping
Exposure Applications (2 of 7)
10
Exposure Applications (3 of 7)
11
Air Quality Exposure Analysis
Exposure Applications (4 of 7)
12
3188
454 km Grid Resolution
3376
37247
192
00
Houston
Number of Person Days Per Year450,000 to 800,000260,000 to 450,000125,000 to 260,000
40,000 to 125,0008,000 to 40,000
0 to 8,000
3188
454 km Grid Resolution
3376
37247
192
00
Houston
Spatial distribution of person-daysper year of exposures to 8-hrmaximum outdoor ozone concentrationsabove 80 ppb in Houston, Texas, for1993-1995 (Lurmann et. al., 1999).
Air Quality Exposure Analysis
Exposure Applications (5 of 7)
Number of Person-days Per Year
13
DataQuality Assurance
Exposure Applications (6 of 7)
14
MappingAir Quality Sampling
Flight Paths
Exposure Applications (7 of 7)
15
Summary
• New and improved geographical data are rapidly becoming available with the widespread use of GIS technology.
• GIS provides an easy way to QA, display, and analyze emissions and air quality data.
• Geodatabases provide a way to link tabular data to geographical maps.
• Many other potential applications.