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Estimating Biogenic VOC Emissions for the SCOS Domain Using the BEIGIS Model. Michael T. Benjamin California Air Resources Board SCOS97-NARSTO Data Analysis Conference Diamond Bar, California February 14, 2001. Presentation Overview. Background BEIGIS model inputs
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Estimating Biogenic VOC Emissions for the SCOS Domain Using the BEIGIS Model Michael T. Benjamin California Air Resources Board SCOS97-NARSTO Data Analysis Conference Diamond Bar, California February 14, 2001
Presentation Overview • Background • BEIGIS model inputs • Validation of BEIGIS inputs • BEIGIS results for August 3-7, 1997 episode • Comparison with other inventories • Conclusions
Background • BVOCs can be significant precursors to ozone and PM2.5 formation • Accurate BVOC inventories needed for control strategy development • Complicated in California due to climatic variability and heterogeneity of vegetation • BEIGIS is an ArcView GIS application developed by ARB that uses high resolution California-specific inputs
BEIGIS Model Inputs • Landuse and Landcover databases • GAP, county ag, SCAG, SANDAG • Leafmass databases • LAI, SLW, leafmass constant • Plant species emission rates • Environmental parameters • Environmental correction algorithms
Southern California Vegetation Classes Source: GAP Database
August 1995 Leaf Area Index (LAI) Values Source: Nikolov (1999) Grid cell size = 1 km
Validation of BEIGIS Inputs • ARB funding ground-based validation of satellite-derived GAP and LAI databases • Approximately 15 validation sites statewide • GAP database correctly predicts 65-75% of species identified in ground surveys • Analysis of ground-based LAI data ongoing but preliminary results support use of Nikolov LAI database
BEIGIS Model Output • Chemical species: • Isoprene, monoterpenes, MBO • Temporal resolution: • Hourly, daily, episodic • Spatial resolution: • 1 km grid, 5 km grid, county, air basin
BEIGIS Hourly EmissionsSCOS Domain August 3-7, 1997 Aug 3 Aug 4 Aug 5 Aug 6 Aug 7
Contribution of Biogenics to Overall ROG InventoryAugust 5, 1997 Including Wildfires Excluding Wildfires
Conclusions • High resolution California-specific inputs used with BEIGIS model to estimate BVOC emissions for the SCOS domain • 450 - 700 TPD BVOC emitted in SCOS domain during August 3-7, 1997 ozone episode • BVOC inventory ~ 25% SCOS ROG inventory, assuming anthropogenic inventory of 2100 TPD (excluding wildfire emissions)