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Formaldehyde from Space: Unexplored regions, New Data, New Challenges. Paul Palmer University of Edinburgh
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A modest beginning…. Thomas et al, GRL, 1998 NO 2 HCHO
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Vertical column retrievals 8 x 10 16 molec cm -2 Transmission Chance et al, GRL, 2000 337-356 nm (O 3, NO 2, BrO, O 2 -O 2 ) 1) Direct fit of observed radiances: slant columns AMF = AMF G w( ) S( ) d 1 0 Radiative transfer Normalised HCHO profile Palmer et al, JGR, 2001 2) Air-mass factor calculation: vertical columns Estimated Error Budget Slant column fitting: 4x10 16 molec cm -2 AMF: 1)UV albedo (8%) 2)Model error (10%) 3)Clouds (20%) 4)Aerosols (20%) Subtotal 30% For a vertical column of 2x10 16 molec cm -2 and AMF of 0.7 TOTAL = 9x10 15 molec cm -2
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biogenic, pryogenic, anthropogenic pryogenic anthropogenic biogenic anthropogenic pryogenic pyrogenic anthropogenic biogenic anthropogenic Thomas Kurosu, Harvard-Smithsonian HCHO August 2006 Ozone Monitoring Experiment Global distribution of HCHO, OMI August 2006
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Continent 2 Direct intercontinental transport of pollutants O3O3 NOx, RH, CO Continent 1 O3O3 Ocean physics, chemistry, biology Pyro- convection HO 2 O3O3 NO OH NO 2 hv Visibility A simplistic view of tropospheric chemistry
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Environmental factors: temperature solar irradiance leaf area index leaf age July 2003 MEGAN Isoprene Emission Inventory
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North America Palmer et al, JGR, [2001, 2003, 2006] Abbot et al, GRL, 2003 Chance et al, GRL, 2000
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Relating HCHO Columns to VOC Emissions VOC HCHO hours OH hours h, OH Local linear relationship between HCHO and E k HCHO E VOC = (k VOC Y VOC HCHO ) HCHO ___________ VOC source Distance downwind HCHO Isoprene -pinene propane 100 km E VOC : HCHO from GEOS-CHEM CTM and MEGAN isoprene emission model Palmer et al, JGR, 2003. Net
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May 2001 Jun 2001 Jul 2001 Aug 2001 Sep 2001 [10 12 C cm -2 s -1 ] Isoprene Monoterpenes MBO Isoprene largely from broadleaf (e.g., poplar, sweetgum, aspen and oak) Monoterpenes primarily from coniferous tree (pine, cedar, redwood)
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Master Chemical Mechanism yield calculations Cumulative HCHO yield [per C] pinene ( pinene similar) DAYS 0.4 Isoprene HOURS 0.5 NO x = 1 ppb NO x = 0.1 ppb Parameterization (1 ST -order decay) of HCHO production from monoterpenes in global 3-D CTM Higher CH 3 COCH 3 yield from monoterpene oxidation delayed (and smeared) HCHO production Palmer et al, JGR, 2006. C 5 H 8 +OH (i) RO 2 +NO HCHO, MVK, MACR (ii) RO 2 +HO 2 ROOH ROOH recycle RO and RO 2
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Monthly mean AVHRR LAI MEGAN (isoprene) Canopy model; Leaf age; LAI; Temperature; Fixed Base factors GEIA Monoterpenes; MBO; Acetone; Methanol MODEL BIOSPHERE GEOS-CHEM Modeling Overview GEOS-CHEM global 3D chemistry transport model PAR, T Emissions MCM: parameterized HCHO source from monoterpenes and MBO model without isoprene Isoprene emission [10 13 atomC cm -2 s -1 ] Model HCHO column [10 16 molec cm -2 ] SE USA Ω HCHO = S E ISOP +B
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Seasonal Variation of Y2001 Isoprene Emissions Good accord for seasonal variation, regional distribution of emissions (differences in hot spot locations – implications for O 3 prod/loss). Other biogenic VOCs play a small role in GOME interpretation May Jun Aug Sep Jul 0 3.5 7 10 12 atom C cm -2 s -1 GOMEMEGAN GOME Palmer et al, JGR, 2006.
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Isoprene flux [10 12 C cm -2 s -1 ] Julian Day, 2001 MEGAN Obs GOME Sparse ground-truthing of GOME HCHO columns and derived isoprene flux estimates Seasonal Variation: Comparison with eddy correlation isoprene flux measurements (B. Lamb) is encouraging Atlanta, GA May Jun July Aug Sep PAMS Isoprene, 10-12LT [ppbC] GOME HCHO [10 16 molec cm -2 ] 1996 1997 1998 1999 2000 2001 Interannual Variation: Correlate with EPA isoprene surface concentration data. Outliers due to local emissions. Atlanta, GA PROPHET Forest Site, MI
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GOME Isoprene Emissions: 1996-2001 MayJunJulAugSep 1996 1997 1998 1999 2000 2001 [10 12 molecules cm -2 s -1 ] 0 5 10 Palmer et al, JGR, 2006.
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Surface temperature explains 80% of GOME- observed variation in HCHO NCEP Surface Temperature [K] GOME Isoprene Emissions [10 12 atoms C cm -2 s -1 ] G98 fitted to GOME data G98 Modeled curves Time to revise model parameterizations of isoprene emissions? Palmer et al, JGR, 2006.
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Europe Curci et al, in prep, 2007
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Correlation of high ozone with temperature is driven by: 1) Stagnation, 2) Biogenic hydrocarbon emissions, 3) Chemistry Ozone exceedances of 90 ppbv, summer 2003 (#days) 0-1; 1-5; 5-10; >10 “Normal” airmass flow Stagnant airmass flow 0 200 400 600 800 1000 1200 1400 27-Jul29-Jul31-Jul 2-Aug 4-Aug 6-Aug8-Aug 10-Aug 12-Aug 14-Aug 16-Aug 18-Aug20-Aug22-Aug24-Aug26-Aug28-Aug30-Aug 0 5 10 15 20 25 30 35 40 Temperature (C) Isoprene (ppt) Isoprene c/o Ally Lewis
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Only continent where ANTHRO > BIO emissions [Simpson et al., JGR 1999] A = hot; B = warm temperate; C = cool temperate
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What Controls HCHO Columns Over Europe? GEOS-CHEM HCHO Column in Summer BIOGENIC CONTROL NO ISOP/NO ANTHRO Biogenic control of HCHO column: Eastern Europe Northern Europe Iberian Peninsula Turkey (GEIA Emissions) 0. 4 1. 2 1 ANTHROPOGENIC CONTROL v7-01-02
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EMEP Data GEIA MEGAN EMEP stations, Aug 2000 Comparison between GEOS-CHEM and EMEP data Isoprene (ppb) HCHO (ppb) Day, Aug 2000 Donon Some (limited) evidence that HCHO signal is biogenic MEGAN consistently too low
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Aug 1996 1996-2000 Aug Mean GOME HCHO Columns Over Europe 2.52.01.51.00.5 [10 16 molec cm -2 ] Data on a regular 0.5 x 0.5 degree grid
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Isoprene emission GEIA = Guenther et al, JGR (1995) Spatial separation method used for North America was not clean over Europe
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Work in progress: inverting as a function of NO x rather than geography GEOS-CHEM NO 2 Columns, Aug 2000 [10 15 molec cm -2 ] GEOS-CHEM: Isoprene vs HCHO columns over Europe L, M and H NOx a bit arbitrary Resulting inversion does not distinguish properly biogenic vs anthropogenic HCHO Ω HCHO = S E ISOP +B E ISOP [10 12 molec cm -2 s -1 ] Ω HCHO [10 16 molec cm -2 ]
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GOME isoprene flux have an uncertainty < 200%, comparable, if not less, that bottom-up inventories
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Tropical Ecosystems Barkley and Palmer, WIP
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Tropical ecosystems represent 75% of biogenic NMVOC emissions What drives observed variability of tropical BVOC emissions?
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Slant Column HCHO [10 16 molec cm -2 ] Sep 1997 Nov 1997 1997 1998 1999 2000 2001 X = Active Fire (ATSR) Monthly ATSR Firecounts Day of Year Significant pyrogenic HCHO source over tropics Good: Additional trace gas measurement of biomass burning; effect can be identified largely by firecounts (see below) Bad: Observed HCHO a mixture of biogenic and pyrogenic – difficult to separate without better temporal and spatial resolution GOME
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HCHO and Isoprene over the Amazon In situ isoprene 2002 Trostdorf et al, 2004 1997 1998 1999 2000 2001 GOME ATSR Firecounts used to remove HCHO from fires
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Isoprene Limonene Beta-pinene [ppb] Time of Day C/o J. Kesselmeier C/o J. Saxton A. Lewis Amazon Africa Can isoprene explain the observed magnitude and variance of HCHO columns over the tropics?
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The future? Newer orbits….better spatial and temporal resolution… Burrows et al, 2004
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Biomass Burning: emissions and injection heights OMI HCHO c/o T. Kurosu ATSR Firecounts October 2006 ACE HCHO c/o P. Bernath Pyro-convective transport is difficult to model accurately. Two (or more) pieces of independent information allows a simultaneous inversion of surface emission and injection height. Schoeberl et al, 2006
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