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This meeting explored the impact of sulfate on regional haze in WRAP states, analyzing historical trends, contributions of natural and manmade emissions, projected changes in emissions and visibility, and selected case studies. It also compared the data with the glidepath.
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Sulfate DiscussionWRAP Meeting – Tucson, AZJanuary 10/11, 2006 Joe Adlhoch - Air Resource Specialists, Inc.
Overview • How much of baseline regional haze in WRAP states is due to sulfate? • What are the historical trends in sulfate concentrations? • What are the contributions of natural and manmade emissions to sulfate? • How are emissions expected to change by 2018? • How is visibility expected to change? • How does this compare with the glidepath? • Selected case studies
Historical Trends in 20% Worst Days: Total and Sulfate Extinction • 16 year trends (1989 – 2004) required 12 complete years of data • 8 year trends (1997 – 2004) required 6 complete years of data • Theil slopes (Mm-1/yr) calculated for all sites with sufficient data • P-values of 0.2 required to identify trend as significant • Changes in monitoring or analytical protocol over the years may affect trends
16-yr Trends 8-yr Trends
Historical Trends, 20% Worst Days Mount Rainier NP 16-yr decrease in Bext 8-yr decrease in SO4
Historical Trends, 20% Worst Days Chiricahua NM 8-yr increase in Bext 8-yr decrease in SO4
Historical Trends, 20% Worst Days Redwood NP 16-yr decrease in Bext 16-yr decrease in SO4
Historical Trends, 20% Worst Days Rocky Mountain NP 8-yr increase in Bext 16-yr decrease in SO4
Total WRAP Region SO2 and NOx Emissions (2002, 2018, and difference)
Gridded Model Results for Annual Average Sulfate Mass • Annual average modeled mass (not 20% worst days) • 2002 and 2018 • Difference (2018 – 2002) • Ratio (2018/2002)
Modeled 2002 SO4 Modeled 2018 SO4
Baseline and Projected 2018 Extinction: 20% Worst Days 2000 – 2004 Baseline Extinction Projected 2018 Extinction
Baseline and Projected 2018 Sulfate Extinction: 20% Worst Days 2000 – 2004 Baseline Sulfate Extinction Projected 2018 Sulfate Extinction
Baseline dv and Projected 2018 dv Reduction: 20% Worst Days 2000 – 2004 Baseline Deciviews Projected 2018 Deciview Reduction
Mount Rainier, WA 2002 IMPROVE Data 2002 Model Results
Glide Path: Mount Rainier, WA Baseline Variability (dv) Baseline Variability by Species
Hells Canyon, OR/ID 2002 IMPROVE Data 2002 Model Results
Glide Path: Hells Canyon, OR/ID Baseline Variability (dv) Baseline Variability by Species