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Particulate-Matter Modeling with UAM-Aero: IMS-95 January 4-6, 1996 Episode. Presented by: Modeling Staff of ARB/UCD. ARB Ajith Kaduwela Luis Woodhouse Jinyou Liang Vernon Hughes Karen Magliano Richard Hackney. UCD Michael Kleeman Tony Held. Contributors. IMS-95.
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Particulate-Matter Modeling with UAM-Aero: IMS-95 January 4-6, 1996 Episode Presented by: Modeling Staff of ARB/UCD Presentation to the CRPAQS TC
ARB Ajith Kaduwela Luis Woodhouse Jinyou Liang Vernon Hughes Karen Magliano Richard Hackney UCD Michael Kleeman Tony Held Contributors Presentation to the CRPAQS TC
IMS-95 • Comprehensive field monitoring program during the winter of 1995-96 in the San Joaquin Valley • Support planning of CRPAQS to: • understand the nature and cause of high [PM], • develop tools to evaluate control strategies, and • understand interaction between PM and gases. • Three winter PM episodes • December 9-11, 1995, • December 24-28, 1995, and • January 4-6, 1996. Presentation to the CRPAQS TC
Modeling Domain Presentation to the CRPAQS TC
Modeling System • EMS-95 followed by UCD processing • Diagnostic Wind Model • UAM-Aero Version ? • SAPRC-90 chemistry with IEH solver • One size cut – PM10 • SEQUILIB for inorganic PM • Method of Pandis et al. for organic PM • Parameterized fog effects Presentation to the CRPAQS TC
Other Inputs • Initial conditions are nearly clean • Boundaries are static (except for PM that changes daily) and nearly clean for gases • Model top at 3 km with 2 layers below diffusion break and 3 above • Diffusion break diagnosed from vertical temperature structure Presentation to the CRPAQS TC
NO 5.0E-05 OLE1 2.5E-04 CRES 3.0E-06 NO2 1.0E-04 OLE2 2.2E-04 XOOH 1.0E-10 O3 4.0E-02 OLE3 2.9E-05 RNO3 1.0E-10 HO2 1.0E-10 OLE4 1.0E-10 XC 1.0E-10 OH 1.0E-10 ARO1 1.4E-04 NO3 5.7E-06 RO2 1.0E-10 ARO2 8.0E-05 N2O5 5.7E-06 CCO3 1.0E-10 ETHE 4.0E-04 SO2 1.0E-03 PCO3 1.0E-10 HCHO 3.3E-03 HSO4 1.0E-06 HONO 5.0E-06 CCHO 2.6E-04 COC 1.0E-06 HNO3 5.0E-06 RCHO 1.2E-04 FACD 1.0E-10 HNO4 5.0E-06 MEK 3.0E-05 AACD 1.0E-10 H2O2 1.0E-03 MGLY 3.0E-06 HCL 1.0E-06 CO 2.0E-01 PAN 3.0E-06 NH3 1.0E-03 ALK1 1.5E-03 PPN 1.0E-10 ALK2 8.0E-04 AAFG2 1.0E-10 Gaseous Boundary Conditions (ppm) Presentation to the CRPAQS TC
PM Boundary Conditions (g/m3) Presentation to the CRPAQS TC
Ozone Presentation to the CRPAQS TC
Ozone Movies Presentation to the CRPAQS TC
Ozone hole in Bakersfield Presentation to the CRPAQS TC
PM10 Comparison Presentation to the CRPAQS TC
PM on January 05, 1996 Presentation to the CRPAQS TC
PM on January 06, 1996 Presentation to the CRPAQS TC
Bakersfield – Van Horn School Presentation to the CRPAQS TC
Kern Wildlife Refuge Presentation to the CRPAQS TC
Fresno – Einstein Park Presentation to the CRPAQS TC
Southwest of Chowchilla Presentation to the CRPAQS TC
Findings based on UAM-Aero • O3 performance satisfactory except for Bakersfield where we see an “O3 hole” • Nitrate performance satisfactory • Over-prediction of Sulfate and carbonaceous PM in urban areas but satisfactory in rural areas • Severe under prediction of HNO3 • Performance for NH3, NO, and NO2 mixed Presentation to the CRPAQS TC
Sensitivity of NitrateJan. 05, 1996 Presentation to the CRPAQS TC
Sensitivity of NitrateJan. 06, 1996 Presentation to the CRPAQS TC
Sensitivity Scenarios for Nitrate Presentation to the CRPAQS TC
Major Features of Carrying Capacity Diagrams • Up to 50% precursor reductions • Least responsive to VOC reductions • Rural sites are NOx limited • Response is nearly linear • Beyond 50% precursor reductions • Sites behave as expected • Response not linear Presentation to the CRPAQS TC
Is NH3 limitation at Bakersfield real? • Emissions • Significant amount of NOx emissions • No large sources of NH3(inventory not verified) • Measurements • 0.25 to 0.3 mole/m3 of excess NH3 Presentation to the CRPAQS TC
Beyond IMS-95 • The expected experience gained • A bulk of CRPAQS air-quality and meteorology data available • Non-FDDA meteorology field for CCQAS domain available for January episode of CRPAQS • First-cut emissions are available • ARB is preparing to exercise Models-3/CMAQ • CRPAQS modeling RFP nearly complete Presentation to the CRPAQS TC