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MOZART Development, Evaluation, and Applications at GFDL MOZART Users’ Meeting August 17, 2005 Boulder, CO Arlene M. Fiore Larry W. Horowitz Arlene.Fiore@noaa.gov Larry.Horowitz@noaa.gov
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Outline: MOZART Development, Evaluation, and Applications at GFDL Surface Ozone Bias over the United States -Comparison with observations (EPA AQS; CASTNet) -Sensitivity -Policy-relevant background Evaluation with 2004 ICARTT observations * Vertically distributed biomass burning Trends (historical, future) in ozone and aerosols Methane control for climate and air quality –1990-2004 CMDL CH 4 * * Special thanks to George Milly, the ICARTT Science Team, CMDL
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MOZART-2 Comparison with AIRS: July 2001 1-5 p.m. Surface O 3 (ppbv) Mean Bias = 24±10 ppbv; r 2 = 0.50
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FiresLand biosphere Human activity Ocean NORTH AMERICA NORTH AMERICA Lightning “Background” air Outside natural influences Long-range transport of pollution Processes Contributing to Surface Ozone over North America stratosphere lightning “POLICY RELEVANT BACKGROUND” (PRB) OZONE: Ozone concentrations that would exist in the absence of anthropogenic emissions from North America X
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Daily afternoon (1-5 p.m. mean) surface ozone from all CASTNet sites for March-October 2001: PRB ozone over the U.S. is typically 20-35 ppbv CASTNet sites GEOS-CHEM Model PRB 26±7 ppbv GEOS-CHEM PRB 29±9 ppbv MOZART-2 Both models predict consistent PRB range despite large surface O 3 bias in MOZART-2 MOZART-2 Model
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MOZART-2 bias associated with domestic ozone production MODEL – OBSERVED Daily mean 1-5 p.m. June 1 – Aug 31 at CASTNet stations -50 0 50 100 150 Background O 3 North American O 3 80 60 40 20 0 200 150 100 50 0 -50 0 50 100 150 Slope = -0.14; intercept=25;r=-0.38 Slope = 0.81; intercept=33;r=0.65
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Substantial O 3 sensitivity to the uncertain fate (and yield) of organic isoprene nitrates OH RO 2 NO(very fast) NO 2 High-NO x Isoprene nitrates Sink for NO x ? ISOPRENE O3O3 Change in July mean 1-5 p.m. surface O 3 when isoprene nitrates (at 12% yield) act as a NO x sink 4-12 ppbv impact! ppbv MOZART-2 Fiore et al., JGR, 2005
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MOZART-4 Fully Interactive Base case +21 ppbv Change in eastern U.S. surface ozone bias due to sensitivity simulations Base case = simulation with isop. nitrates as a NO x sink MOZART-2 Base case +19 ppbv O 3 deposition velocities*1.5 PAN, NO 2 dep vels. = O 3 Including alkyl nitrate formation SYNOZ No isop. peroxide recycling Daytime PBL increased to 2 km Xactive phot/emis (not drydep) All Xactive; no clouds in phot. Daytime PBL increased to 1 km Xactive drydep/emis (not phot)
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Outline: MOZART Development, Evaluation, and Applications at GFDL Surface Ozone Bias over the United States -Comparison with observations (EPA AQS; CASTNet) -Sensitivity -Policy-relevant background Evaluation with 2004 ICARTT observations Vertically distributed biomass burning Trends (historical, future) in ozone and aerosols Methane control for climate and air quality –1990-2004 CMDL CH 4 *
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COMPARISON WITH ICARTT : Mean % Bias MOZART-4 (preliminary version) NCEP T62, 1999 NEI vs. All INTEX DC-8 observations June-Aug 2004
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OZONE (ppb) CO (ppb) H 2 O 2 _CIT (ppt) HNO 3 _CIT (ppt) PAN (ppt) NO x (ppt) Altitude (km) Campaign Mean Vertical Profiles Model vs. INTEX DC-8 Observations
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Ozone Chemical Regime Model vs. INTEX DC-8 Observations (day; <2km; east of 100 °W) Model more HOx-rich (i.e., NO x -sensitive) and shows a stronger HO x -NO x correlation than observed. HO 2 vs. NO 2
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Outline: MOZART Development, Evaluation, and Applications at GFDL Surface Ozone Bias over the United States -Comparison with observations (EPA AQS; CASTNet) -Sensitivity -Policy-relevant background Evaluation with 2004 ICARTT observations Vertically distributed biomass burning Trends (historical, future) in ozone and aerosols Methane control for climate and air quality –1990-2004 CMDL CH 4 *
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Vertically Distributed Biomass Burning (BMB) Emissions 1. IPCC AR-4 BASE CASE (met year 2000) -- monthly 1997-2002 mean van der Werf emissions -- levels with tops at 0.1, 0.5, 1, 2, 3, and 6 km 2. ICARTT Summer 2004 -- daily emissions from Rynda Hudman & Solene Turquety, Harvard -- distributed up to 4 km, with 50% below 1 km
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Change in SON composite max* CO concentrations (ppb) (Vertically distributed) – (All at surface) 300 hPa 750 hPa 995 hPa 500 hPa *Composite max = daily max per grid point increases just above the boundary layer decreases at surface and higher altitudes; interplay btw emissions and convection?
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Change in Tropospheric O 3 Columns (DU) Composite Seasonal Maxima* (Vertically distributed) - (All BMB emissions at surface) JJASON DJF MAM Maximum impact ~10% near source region *Composite max = daily max per grid point -3 -2 -1 0 1 2 3
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Outline: MOZART Development, Evaluation, and Applications at GFDL Surface Ozone Bias over the United States -Comparison with observations (EPA AQS; CASTNet) -Sensitivity -Policy-relevant background Evaluation with 2004 ICARTT observations * Vertically distributed biomass burning Trends (historical, future) in ozone and aerosols Methane control for climate and air quality –1990-2004 CMDL CH 4 *
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1860188019001920194019601980200020202040206020802100 NO x Emissions (Tg N) SO 2 Emissions (Tg SO 2 ) BC Emissions (Tg C) 120 100 80 60 40 20 250 200 150 100 50 0 25 20 15 10 5 0 1860188019001920194019601980200020202040206020802100 BC Burden (Tg C) SO 4 Burden (Tg S) O 3 Burden (DU) 50 45 40 35 30 25 20 15 10 5 876543210876543210 1.6 1.4 1.2 1. 0.8 0.6 0.4 0.2 0 Emission trends in MOZART-2 and resulting tropospheric burdens, used to drive GFDL climate model simulations for IPCC [Horowitz, in prep.]
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1860: Mean=24.1 DU2000: Mean= 34.0 DU A2 2100: Mean 45.4 DU Trends in Tropospheric O 3 Columns [Horowitz, in prep.] First step; next we’ll examine climate impacts on chemistry with GFDL chemistry-climate model
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Ozone Budgets in IPCC-AR4 from 19 Tropospheric Chemistry Models for Base Year 2000 PRODLOSSDEPSTRAT Ozone (Tg yr -1 ) Budgets from Stevenson et al., 2005 X 19-Model Mean MOZART-2 MOZART-4 X MOZECH GEOS-CHEM Scenarios for 2030: Current Legislation (CLE) Maximum Feasible Reductions SRES A2 Climate change (CLE emissions) Emissions for 2000: EDGAR 3.2 GFED 1997-2002 mean for biomass burning
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Outline: MOZART Development, Evaluation, and Applications at GFDL Surface Ozone Bias over the United States -Comparison with observations (EPA AQS; CASTNet) -Sensitivity -Policy-relevant background Evaluation with 2004 ICARTT observations Vertically distributed biomass burning Trends (historical, future) in ozone and aerosols Methane control for climate and air quality –1990-2004 CMDL CH 4 *
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MOZART-2 Methane Study Motivation: Methane controls benefit global air quality and climate by lowering background tropospheric O 3 Question: Are prior results from steady-state simulations with uniform, fixed CH 4 concentrations directly relevant to real-world emission controls? Approach: Multi-decadal transient simulations Reduce global anthrop. CH 4 emissions by 40%: (1) All in Asia (2) Everywhere in the globe (All simulations use 1990-2004 T62 NCEP winds, recycled as needed)
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Methane Emissions in EDGAR inventory: early 1990s (Tg CH 4 yr -1 ) Anthropogenic: 248 Based on values in the literature, we increased biogenic CH 4 emissions by 60 Tg 95 93 60 86 204 10Total: 548
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Seasonal cycle, inter-annual variability, increasing trend largely captured at remote sites Underestimates post-1998; indicating emissions increase? MODEL CH 4 CMDL CH 4 1990 1992 1994 1996 1998 2000 2002 1780 1760 1740 1720 1700 1760 1740 1720 1700 1680 1780 1760 1740 1720 1700 1680 1660
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High Bias at high northern latitudes Low bias at high southern latitudes 1990 1992 1994 1996 1998 2000 2002 MODEL CH 4 CMDL CH 4 1720 1700 1680 1660 1640 1800 1780 1760 1740 1720 1900 1850 1800 1750 1990 1992 1994 1996 1998 2000 2002 Low Bias at high southern latitudes Inter-hemispheric gradient too high
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Decrease in Tropospheric CO Burden Transient simulations with EDGAR 1990 emissions, beginning 1990: (1) Standard (2) 40% decrease in global anthrop. emissions (18% of total CH 4 emissions) Global surface CH 4 conc. Decrease in global surface CH 4 conc. (standard – 40% anth. emis. decrease Decrease in Tropospheric O 3 Burden
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CLIMATE IMPACTS: Change in July 2000 Trop. O 3 Columns (to 200 hPa) 40% decrease in global anthrop. CH 4 emissions Zero CH 4 emissions from Asia (= 40% decrease in global anthrop.) No Asia – (40% global decrease) Tropospheric O 3 column response is independent of CH 4 emission location except for small (~10%) local changes Dobson Units DU
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U.S. Surface Afternoon Ozone Response in Summer also independent of methane emission location MEAN DIFFERENCE MAX DIFFERENCE (Composite max daily afternoon mean JJA) NO ASIAN CH 4 GLOBAL 40% DECREASE IN ANTHROP. CH 4 Stronger sensitivity in NO x -saturated regions (Los Angeles), partially due to local ozone production from methane
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Summary: MOZART Development, Evaluation, and Applications at GFDL Surface Ozone Bias over the United States –Typically 15-20 ppbv; sensitive to local chemistry Evaluation with 2004 ICARTT observations –Generally good; many species too high in boundary layer Vertically distributed biomass burning –Small mean effect, up to ~10% episodically Trends (historical, future) in ozone and aerosols –Past increases, future increases under some scenarios –First step towards studying chemistry-climate interactions –MOZART-2 near ensemble mean in IPCC 2030 comparisons Methane control for climate and air quality –Good agreement btw transient runs and remote surface obs. –Nearing steady-state after 30 years (~3 e-folding lifetimes) –40% anthrop. CH 4 decrease -9 Tg O 3 ; -(1-3) ppbv U.S. JJA –Ozone response largely independent of CH 4 source location
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