<?xml version="1.0" encoding="utf-8" standalone="no"?>
<!DOCTYPE article SYSTEM "http://www.atmos-chem-phys-discuss.net/inc/acpd/copernicus.dtd">
<article language="en">
	<journal>
		<journal_title>Atmospheric Chemistry and Physics Discussions</journal_title>
		<journal_url>www.atmos-chem-phys-discuss.net</journal_url>
		<issn>1680-7367</issn>
		<eissn>1680-7375</eissn>
		<volume_number>7</volume_number>
		<issue_number>1</issue_number>
		<publication_year>2007</publication_year>
	</journal>
	<doi>10.5194/acpd-7-2197-2007</doi>
	<article_url>http://www.atmos-chem-phys-discuss.net/7/2197/2007/</article_url>
	<abstract_html>http://www.atmos-chem-phys-discuss.net/7/2197/2007/acpd-7-2197-2007.html</abstract_html>
	<fulltext_pdf>http://www.atmos-chem-phys-discuss.net/7/2197/2007/acpd-7-2197-2007.pdf</fulltext_pdf>
	<start_page>2197</start_page>
	<end_page>2248</end_page>
	<publication_date>2007-02-15</publication_date>
	<article_title content_type="html">Model study of the cross-tropopause transport of biomass burning pollution</article_title>
	<authors>
		<author numeration="1" affiliations="1,2">
			<name>B. N. Duncan</name>
			<email>bryan.n.duncan.1@gsfc.nasa.gov</email>
		</author>
		<author numeration="2" affiliations="1,2">
			<name>S. E. Strahan</name>
		</author>
		<author numeration="3" affiliations="1,2">
			<name>Y. Yoshida</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">Goddard Earth Sciences and Technology Center, University of Maryland, Baltimore County, Baltimore, Maryland, USA</affiliation>
		<affiliation numeration="2" content_type="html">The Atmospheric Chemistry and Dynamics Branch, NASA Goddard Space Flight Center, Greenbelt, Maryland, USA</affiliation>
	</affiliations>
	<abstract content_type="html">We present a modeling study of the troposphere-to-stratosphere transport
(TST) of pollution from major biomass burning regions to the tropical
tropopause layer (TTL) and lower stratosphere (LS). We show that biomass
burning pollution regularly and significantly impacts the composition of the
TTL/LS. TST occurs through 1) slow ascent in the TTL and 2) quasi-horizontal
exchange in the regions of the subtropical jets; we find both pathways to be
important. The seasonal oscillation in CO in the TTL/LS (i.e., the CO &quot;tape
recorder&quot;) is caused largely by seasonal changes in biomass burning.
Another contributing factor is the long-range transport of northern
hemispheric pollution (e.g., biofuels and fossil fuels) to the northern
tropics in boreal winter. Other tropical sources of CO (e.g., methane
oxidation) have insignificant seasonal variation, contributing little to the
tape recorder. Interannual variation of CO in the TTL/LS is caused by
year-to-year variations in biomass burning and the strength, frequency, and
locations of deep convection, which lofts pollution to the upper
troposphere. During our study period, 1994&amp;ndash;1998, we find that the highest
concentrations of CO in the TTL/LS occur during the strong 1997/98 El
Ni&amp;ntilde;o event for two reasons: i.~tropical deep convection was stronger and
ii.~emissions were higher. This extreme event can be seen as an upper bound
on the impact of biomass burning pollution on the TTL/LS. We estimate that
the 1997 Indonesian wildfires increased CO in the entire TTL and tropical LS
(&amp;lt;60 mb) by more than 40% and 10%, respectively, for several months.
Zonal mean ozone increased and the hydroxyl radical decreased by as much as
20%, increasing the lifetimes and, subsequently TST, of trace gases. Our
results indicate that the impact of biomass burning pollution on the TTL/LS
is likely greatest during an El Ni&amp;ntilde;o event due to favorable dynamics and
historically higher burning rates.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Adler, R. F., Huffman, G. J. Chang, A., Ferraro, R., Xie, P., Janowiak, J., Rudolf, B., Schneider, U., Curtis, S., Bolvin, D., Gruber, A., Susskind, J., and Arkin, P.: The Version 2 Global Precipitation Climatology Project (GPCP) Monthly Precipitation Analysis (1979&amp;ndash;Present), J. Hydrometeorol., 4(6), 1147&amp;ndash;1167, 2003. </reference>
		<reference numeration="2" content_type="text"> Andreae, M. and Merlet, P.: Emission of trace gases and aerosols from biomass burning, Global Biogeochemical Cycles, 15, 955&amp;ndash;966, 2001. </reference>
		<reference numeration="3" content_type="text"> Baughcum, S. L., Tritz, T. G., Hernerdon, S. C., and Pickett, D. C.: Scheduled civil aircraft emission inventories for 1992: database development and analysis, NASA CR-4700, Natl. Aeronaut and Space Admin., Washington, D.C., 1996. </reference>
		<reference numeration="4" content_type="text"> Benkovitz, C. M., Scholtz, M. T., Pacyna, J., Tarrason, L., Dignon, J., Voldner, E. C., Spiro, P. A., Logan, J. A., and Graedel, T. E.: Global gridded inventories of anthropogenic emissions of sulfur and nitrogen, J. Geophys. Res., 101, 29 239&amp;ndash;29 253, 1996. </reference>
		<reference numeration="5" content_type="text"> Bey, I., Jacob, D. J., Yantosca, R. M., Logan, J. A., Field, B. D., Fiore, A. M., Li, Q., Liu, H., Mickley, L. J., and Schultz, M.: Global modeling of tropospheric chemistry with assimilated meteorology: Model description and evaluation, J. Geophys. Res., 106, 23 073&amp;ndash;23 095, 2001. </reference>
		<reference numeration="6" content_type="text"> Bian, H. and Prather, M. J.: Fast-J2: Accurate Simulation of stratospheric photolysis in global chemical~ models, J. Atmos. Chem., 41, 281&amp;ndash;296, 2002. </reference>
		<reference numeration="7" content_type="text"> Bloom, S., da Silva, A., Dee, D., Bosilovich, M., Chern, J.-D., Pawson, S., Schubert, S., Sienkiewicz, M., Stajner, I., Tan, W.-W., and Wu, M.-L.: Documentation and validation of the Goddard Earth Observing System (GEOS) Data Assimilation System &amp;ndash; Version 4, Technical Report Series on Global Modeling and Data Assimilation 104606, 2005. </reference>
		<reference numeration="8" content_type="text"> Chatfield, R. B., Vastano, J. A., Li, L., Sachse, G. W., and Connors, V. S., The Great African plume from biomass burning: Generalizations from a three-dimensional study of TRACE A carbon monoxide, J. Geophys. Res. 103, 28 059&amp;ndash;28 077, 1998. </reference>
		<reference numeration="9" content_type="text"> Chatfield, R. B., Guo, Z., Sachse, G. W., Blake, D. R., and Blake, N. J.: The subtropical global plume in the Pacific Exploratory Mission-Tropics A (PEM-Tropics A), PEM-Tropics B, and the Global Atmospheric Sampling Program (GASP): How tropical emissions affect the remote Pacific, J. Geophys. Res., 107, 4278, doi:10.1029/2001JD000497, 2002. </reference>
		<reference numeration="10" content_type="text"> Chin, M., Ginoux, P., Kinne, S., Torres, O., Holben, B., Duncan, B., Martin, R., Logan, J., Higurashi, A., and Nakajima. T.: Tropospheric aerosol optical thickness from the GOCART model and comparisons with satellite and sunphotometer measurements, J. Atmos. Sci., 59, 461&amp;ndash;483, 2002. %</reference>
		<reference numeration="11" content_type="text"> %Chin, M., Ginoux, P., Kinne, S., Torres, O., Holben, B., Duncan, B., Martin, %R., Logan, J., Higurashi, A., and Nakajima, T.: Tropospheric aerosol optical %thickness from the GOCART model and comparisons with satellite and %sunphotometer measurements, J. Atmos. Sci., 59, 461&amp;ndash;483, 2002. </reference>
		<reference numeration="12" content_type="text"> Considine, D. B., Douglass, A. R., Connell, P. S., Kinnison, D. E., and Rotman, D. A.: A polar stratospheric cloud parameterization for the three-dimensional model of the global modeling initiative and its response to stratospheric aircraft, J. Geophys. Res., 105, 3955&amp;ndash;3975, 2000. </reference>
		<reference numeration="13" content_type="text"> Dai, A. and Wigley, T. M. L.: Global patterns of ENSO-induced precipitation, Geophys. Res. Lett., 27, 1283&amp;ndash;1286, 2000. </reference>
		<reference numeration="14" content_type="text"> de Laat, A. T. J., Aben, I., and Roelofs, G. J.: A model perspective on total tropospheric O&lt;sub&gt;3&lt;/sub&gt; column variability and implications for satellite observations, J. Geophys. Res., 110, D13303, doi:10.1029/2004JD005264, 2005. </reference>
		<reference numeration="15" content_type="text"> Dessler, A. E.: A reexamination of the &quot;stratospheric fountain&quot; hypothesis, Geophys. Res. Lett., 25, 4165&amp;ndash;4168, 1998. </reference>
		<reference numeration="16" content_type="text"> Dethof, A., O&apos;Neill, A., Slingo, J. M., and Smit H. G. J.: A mechanism for moistening the lower stratosphere involving the Asian summer monsoon, Q. J. R. Meteorol. Soc., 125, 1079&amp;ndash;1106, Part B., 1999. </reference>
		<reference numeration="17" content_type="text"> Douglass, A. R., Schoeberl, M. R., Rood, R. B., and Pawson, S.: Evaluation of transport in the lower tropical stratosphere in a global chemistry and transport model, J. Geophys. Res., 108(D9), 4259, doi:10.1029/2002JD002696, 2003. </reference>
		<reference numeration="18" content_type="text"> Douglass, A. R., Stolarski, R. S., Strahan, S. E., and Connell, P. S.: Radicals and reservoirs in the GMI chemistry and transport model: Comparison to measurements, J. Geophys. Res., D16302, doi:10.1029/2004JD004632, 2004. </reference>
		<reference numeration="19" content_type="text"> Dlugokencky , E. J., Masarie, K. A., Lang, P. M., and Tans, P. P.: Continuing decline in the growth rate of the atmospheric methane burden, Nature, 393, 447&amp;ndash;450, 1998. </reference>
		<reference numeration="20" content_type="text"> Duncan, B. N., Martin, R., Staudt, A., Yevich, R., and Logan, J.: Interannual and Seasonal Variability of Biomass Burning Emissions Constrained by Satellite Observations, J. Geophys. Res., 108, 4100, doi:10.1029/2002JD002378, 2003a. </reference>
		<reference numeration="21" content_type="text"> Duncan, B. N., Bey, I., Chin, M., Mickley, L. J., Fairlie, T. D., Martin, R. V., and Matsueda, H.: Indonesian Wildfires of 1997: Impact on Tropospheric Chemistry, J. Geophys. Res., 108, 4458, doi:10.1029/2002JD003195, 2003b. </reference>
		<reference numeration="22" content_type="text"> Dunlea, E. J. and Ravishankara, A. R.: Kinetic studies of the reactions of O(1D) with several atmospheric molecules, Phys. Chem. Chem. Phys., 6, doi:10.1039/b400247d, 2004. </reference>
		<reference numeration="23" content_type="text"> Evans, M. J, and Jacob, D. J.: Impact of new laboratory studies of N&lt;sub&gt;2&lt;/sub&gt;O$_5$ hydrolysis on global model budgets of tropospheric nitrogen oxides, ozone, and OH, Geophys. Res. Lett., 32, L09813, doi:10.1029/2005GL022469, 2005. </reference>
		<reference numeration="24" content_type="text"> Fishman, J., Fakruzzaman, F., Cros, B., and Nganga, D.: Identification of widespread pollution in the Southern Hemisphere deduced from satellite analyses, Science, 252, 1693&amp;ndash;1696, 1991. </reference>
		<reference numeration="25" content_type="text"> Folkins, I., Chatfield, R., Baumgardner, D., and Proffitt, M.: Biomass burning and deep convection in southeastern Asia: Results from ASHOE/MAESA, J. Geophys. Res., 102, 13 291&amp;ndash;13 299, 1997. </reference>
		<reference numeration="26" content_type="text"> Folkins, I., Loewenstein, M., Podolske, J., Oltmans, S. J., and Proffitt, M.: A barrier to vertical mixing at 14 km in the tropics: Evidence from ozonesondes and aircraft measurements, J. Geophys. Res., 104, 22 095&amp;ndash;22 102, 1999. </reference>
		<reference numeration="27" content_type="text"> Folkins, I., Bernath, P., Boone, C., Lesins, G., Livesay, N., Thompson, A. M., Walker, K., and Witte, J. C.: The seasonal cycles of O&lt;sub&gt;3&lt;/sub&gt;, CO, and convective outflow at the tropical tropopause, Geophys. Res. Lett., 33, L16802, doi:10.1029/2006GL026602, 2006. </reference>
		<reference numeration="28" content_type="text"> Fromm, M., Bevilacqua, R., Servranckx, R., Rosen, J., Thayer, J., Herman, J., and Larko, D.: Pyro-cumulonimbus injection of smoke to the stratosphere: Observations and impact of a super blowup in northwestern Canada on 3&amp;ndash;4 August 1998, J. Geophys. Res., 110, D08205, doi:10.1029/2004JD005350, 2005. </reference>
		<reference numeration="29" content_type="text"> Fueglistaler, S., Wernli, H., and Peter, T.: Tropical troposphere-to-stratosphere transport inferred from trajectory calculations, J. Geophys. Res., 109, D03108, doi:10.1029/2003JD004069, 2004. </reference>
		<reference numeration="30" content_type="text"> Fueglistaler, S. and Fu, Q.: Impact of clouds on radiative heating rates in the tropical lower stratosphere, J. Geophys. Res., 111, D23202, doi:10.1029/2006JD007273, 2006. </reference>
		<reference numeration="31" content_type="text"> Fu, R., Y. Hu, Wright, J. S., Jiang, J. H., Dickinson, R. E., Chen, M., Filipiak, M., Read, W. G., Waters, J. W., and Wu, D. L.: Short-circuit of water vapor and polluted air to the global stratosphere by convective transport over the Tibetan Plateau, PNAS, doi:10.1073/pnas.0601584103, 2006. </reference>
		<reference numeration="32" content_type="text"> Garstang, M., Tyson, P. D., Swap, R., Edwards, M., K&amp;aring;llberg, P., and Lindesay, J. A.: Horizontal and vertical transport of air over southern Africa, J. Geophys. Res., 101, 23 721&amp;ndash;23 736, 1996. </reference>
		<reference numeration="33" content_type="text"> Gettelman, A., de F. Forster, P. M., Fujiwara, M., Fu, Q., Vömel, H., Gohar, L. K., Johanson, C., and Ammerman, M.: Radiation balance of the tropical tropopause layer, J. Geophys. Res., 109, D07103, doi:10.1029/2003JD004190, 2004. </reference>
		<reference numeration="34" content_type="text"> Guenther, A., Hewitt, C. N., Erickson, D., et al.: A global model of natural volatile organic compound emissions, J. Geophys. Res., 100, 8873&amp;ndash;8892, 1995. </reference>
		<reference numeration="35" content_type="text"> Hack, J. J.: Parameterization of moist convection in the NCAR Community Climate Model, CCM2, J. Geophys. Res., 99, 5551&amp;ndash;5568, 1994.  </reference>
		<reference numeration="36" content_type="text"> Holton, J. R., Haynes, P. H., McIntyre, M. E., Douglass, A. R., Rood, R. B., and Pfister, L.: Stratosphere-Troposphere Exchange, Rev. Geophys., 33, 403&amp;ndash;439, 1995. </reference>
		<reference numeration="37" content_type="text"> Jacobson, M. Z.: Computation of global photochemistry with SMVGEAR II, Atmos. Environ., 29, 2541&amp;ndash;2546, 1995. </reference>
		<reference numeration="38" content_type="text"> Jacob, D. and Bakwin, P.: Cycling of NO&lt;sub&gt;x&lt;/sub&gt; in tropical forest canopies and its implications for the global source of biogenic NO&lt;sub&gt;x&lt;/sub&gt; to the atmosphere, in Microbial Production and Consumption of Greenhouse Gases, edited by: Whitman, W. B., American Society of Microbiology, Washingoton, D.C., 1991. </reference>
		<reference numeration="39" content_type="text"> Jacob, D. J., Field, B. D., Jin, E., Bey, I., Li, Q. B., Logan, J. A., and Yantosca, R. M.: Atmospheric budget of acetone, J. Geophys. Res., 107, 4100, doi:10.1029/2001JD000694, 2002. </reference>
		<reference numeration="40" content_type="text"> Jacob, D. J., Crawford, J. H., Kleb, M. M., et al.: Transport and chemical evolution over the Pacific (TRACE-P) aircraft mission: Design, execution, and first results, J. Geophys. Res., 108, 9000, doi:10.1029/2002JD003276, 2003. </reference>
		<reference numeration="41" content_type="text"> Kar, J., Bremer, H., Drummond, J. R., et al.: Evidence of vertical transport of carbon monoxide from Measurements of Pollution in the Troposphere (MOPITT), Geophys. Res. Lett., L23105, doi:10.1029/2004GL021128, 2004. </reference>
		<reference numeration="42" content_type="text"> Kar, J., Drummond, J. R., Jones, D. B. A., Liu, J., Nichitiu, F., Zou, J., Gille, J. C., Edwards, D. P., and Deeter, M. N.: Carbon monoxide (CO) maximum over the Zagros mountains in the Middle East: Signature of mountain venting?, Geophys. Res. Lett., 33, L15819, doi:10.1029/2006GL026231, 2006. </reference>
		<reference numeration="43" content_type="text"> Kinnison, D. E., Connell, P. S., Rodriguez, J. M., Rotman, D. A., Considine, D. B., Tannahil, J., Ramaroson, R., Rasch, P. J., Douglass, A. R., Baughcum, S. L., Coy, L., Waugh, D. W., Kawa, S. R., and Prather, M. J.: The Global Modeling Initiative Assessment Model: Application to High-Speed Civil Transport Perturbation, J. Geophys. Res., 106, 1693&amp;ndash;1712, 2001. </reference>
		<reference numeration="44" content_type="text"> Kley, D., Crutzen, P. J., Smit, H. G. J., Vömel, H., Oltmans, S. J., Grassl, H., and Ramanathan, V.: Observations of near-zero ozone concentrations over the convective Pacific: Effects on air chemistry, Science, 274, 230&amp;ndash;232, 1996. </reference>
		<reference numeration="45" content_type="text"> Li, Q., Jiang, J. H., Wu, D. L., et al: Convective outflow of South Asian pollution: A global CTM simulation compared with EOS MLS observations, Geophys. Res. Lett., L14826, doi:10.1029/2005GL022762, 2005. </reference>
		<reference numeration="46" content_type="text"> Lin, S.-J. and Rood, R. B.: Multidimensional flux-form semiLagrangian transport schemes, Mon. Weather Rev., 124, 2046&amp;ndash;2070, 1996. </reference>
		<reference numeration="47" content_type="text"> Liu, H., Jacob, D. J., Bey, I., and Yantosca, R. M.: Constraints from $^210$Pb and $^7$Be on wet deposition and transport in a global three-dimensional chemical tracer model driven by assimilated meteorological fields, J. Geophys. Res., 106, 12 109&amp;ndash;12 128, 2001. </reference>
		<reference numeration="48" content_type="text"> Liu, C. and Zipser, E. J.: Global distribution of convection penetrating the tropical tropopause, J. Geophys. Res., 110, doi:10.10292005JD006063, 2005. </reference>
		<reference numeration="49" content_type="text"> Livesey, N. J., Fromm, M. D., Waters, J. W., Manney, G. L., Santee, M. L., and Read, W. G.: Enhancements in lower stratospheric CH&lt;sub&gt;3&lt;/sub&gt;CN observed by the Upper Atmosphere Research Satellite Microwave Limb Sounder following boreal forest fires, J. Geophys. Res., 109, D06308, doi:10.1029/2003JD004055, 2004. </reference>
		<reference numeration="50" content_type="text"> Metwally, M.: Jet aircraft engine emissions database development: 1992 military, charter and nonscheduled traffic, NASA CR-4684, Natl. Aeronaut. and Space Admin., Washington, D.C., 1995. </reference>
		<reference numeration="51" content_type="text"> Martin, R. V., Jacob, D. J., Yantosca, R. M., et al.: Global and regional decreases in tropospheric oxidants from photochemical effects of aerosols, J. Geophys. Res., 108(D3), 4097, doi:10.1029/2002JD002622, 2003. </reference>
		<reference numeration="52" content_type="text"> Matsueda, H., Inoue, H. Y., Sawa, Y.,Tsutsumi, Y., and Ishii, M.: Carbon monoxide in the upper troposphere over the western Pacific between 1993 and 1996 J. Geophys. Res., 103, 19 093&amp;ndash;19 110, 1998. </reference>
		<reference numeration="53" content_type="text"> Matsueda, H. and Inoue, H. Y.: Aircraft measurements of trace gases between Japan and Singapore in October of 1993, 1996, and 1997, Geophys. Res. Lett., 26, 2413&amp;ndash;2416, 1999. </reference>
		<reference numeration="54" content_type="text"> Matsueda, H., Inoue, H. Y., Ishii, M., and Tsutsumi, Y.: Large injection of carbon monoxide into the upper troposphere due to intense biomass burning in 1997, J. Geophys. Res., 104, 26 867&amp;ndash;26 879, 1999. </reference>
		<reference numeration="55" content_type="text"> Mote, P. W., Rosenlof, K. H., McIntyre, M. E., et al.: An atmospheric tape recorder: The imprint of tropical tropopause temperatures on stratospheric water vapor, J. Geophys. Res., 101, 3989&amp;ndash;4006, 1996. </reference>
		<reference numeration="56" content_type="text"> Newell, R. E. and Gould-Stewart, S.: A Stratospheric Fountain?, Am. Meteorol. Soc., 38, 2789&amp;ndash;2796, 1981. </reference>
		<reference numeration="57" content_type="text"> Novelli, P. C., Steele, L. P., and Tans, P. P.: Mixing ratios of carbon monoxide in the troposphere, J. Geophys. Res., 102, 12 855&amp;ndash;12 861, 1992. Novelli, P. C., Masarie, K. A., and Lang, P. M.: Distributions and recent changes in carbon monoxide in the lower troposphere, J. Geophys. Res., 103, 19 015&amp;ndash;19 033, 1998. </reference>
		<reference numeration="58" content_type="text"> Olivier, J. G. J., Pieter, J., Bloos, J., Berdowski, J. J. M., Visschedijk, A. J. H. and Bouwman, A. F.: A 1990 global emission inventory of anthropogenic sources of carbon monoxide on 1&amp;deg;&amp;times;1&amp;deg; developed in the framework of EDGAR/GEIA, Chemosphere: Global Change Sci., 1, 1&amp;ndash;17, 1999. </reference>
		<reference numeration="59" content_type="text"> Olivier, J. G. J., Berdowski, J. J. M., Peters, J. A. H. W., Bakker, J., Visschedijk, A. J. H., and Bloos, J.-P. J.: Applications of EDGAR. Including a description of EDGAR 3.0: reference database with trend data for 1970&amp;ndash;1995. RIVM, Bilthoven. RIVM report no. 773301 001/ NOP report no. 410200 051, 2001. </reference>
		<reference numeration="60" content_type="text"> Olson, J.: World ecosystems (WE1.4): Digital raster data on a 10 minute geographic 1080 x 2160 grid, in Global ecosystems database, version 1.0: Disc A, Ed. NOAA Natl. Geophys. Data Center, Boulder, CO, 1992. </reference>
		<reference numeration="61" content_type="text"> Piccot, S., Watson, J., and Jones, J.: A global inventory of volatile organic compound emissions from anthropogenic sources, J. Geophys. Res., 97, 9897&amp;ndash;9912, 1992. </reference>
		<reference numeration="62" content_type="text"> Price, C. and Rind, D.: A simple lightning parameterization for calculating global lightning distributions, J. Geophys. Res., 97, 9919&amp;ndash;9933, 1992. </reference>
		<reference numeration="63" content_type="text"> Price, C., Penner, J., and Prather, M.: NO&lt;sub&gt;x&lt;/sub&gt; from lightning, Part I: Global distribution based on lightning physics, J. Geophys. Res., 102, 5929&amp;ndash;5941, 1997. </reference>
		<reference numeration="64" content_type="text"> Pickering, K. E., Wang, Y. S., Tao, W. K., Price, C., and Muller, J. F.: Convective transport of biomass burning emissions over Brazil during TRACE A, J. Geophys. Res., 101, 23 993&amp;ndash;24 012, 1996. </reference>
		<reference numeration="65" content_type="text"> Pickering, K. E., Wang, Y. S., Tao, W. K., Price, C., and Muller, J. F.: Vertical distributions of lightning NO&lt;sub&gt;x&lt;/sub&gt; for use in regional and global chemical transport models, J. Geophys. Res., 103(D23), 31 203&amp;ndash;31 216, 1998. </reference>
		<reference numeration="66" content_type="text"> Prinn, R. G., Huang, J., Weiss, R. F., et al.: Evidence for variability of atmospheric hydroxyl radicals over the past quarter century, Geophys. Res. Lett., 32, L07809, doi:10.1029/2004GL022228, 2005. </reference>
		<reference numeration="67" content_type="text"> Randel, W. J. III, Zawodny, J. M., and Oltmans, S. J.: Seasonal variation of water vapor in the lower stratosphere observed in Halogen Occultation Experiment data, J. Geophys. Res., 106, 14 313&amp;ndash;14 325, 2001. </reference>
		<reference numeration="68" content_type="text"> Rasch, P. J., Mahowald, N. M., and Eaton, B. E.: Representations of transport, convection, and the hydrologic cycle in chemical transport models: Implications for the modeling of short-lived and soluble species, J. Geophys. Res., 102, 28 127&amp;ndash;28 138, 1997. </reference>
		<reference numeration="69" content_type="text"> Rosenlof, K. H.: Seasonal cycle of the residual mean meridional circulation in the stratosphere, J. Geophys. Res., 100, 5173&amp;ndash;5191, 1995. </reference>
		<reference numeration="70" content_type="text"> Rotman, D. A., Tannahill, J. R., Kinnison, D. E., Connell, P. S., Bergmann, D., Proctor, D., Rodriguez, J. M., Lin, S. J., Rood, R. B., Prather, M. J., Rasch, P. J., Considine, D. B., Ramaroson, R., and Kawa, S. R.: Global Modeling Initiative assessment model: Model description, integration, and testing of the transport shell, J. Geophys. Res., 106, 1669&amp;ndash;1691, 2001. </reference>
		<reference numeration="71" content_type="text"> Schoeberl, M. R., Douglass, A. R., Zhu, Z., and Pawson, S.: A comparison of the lower stratospheric age spectra derived from a general circulation model and two data assimilation systems, J. Geophys. Res., 108(D3), 4113, doi:10.1029/2002JD002652, 2003. </reference>
		<reference numeration="72" content_type="text"> Schoeberl, M. R., Douglass, A. R., Hilsenrath, E., et al.: Earth observing systems benefit atmospheric research, EOS, 85, 177&amp;ndash;178, 2004. </reference>
		<reference numeration="73" content_type="text"> Schoeberl, M. R., Duncan, B. N., Douglass, A. R., Waters, J., Livesey, N., Read, W., and Filipiak, M.: The carbon monoxide tape recorder, Geophys. Res. Lett., 33, L12811, doi:10.1029/2006GL026178, 2006. </reference>
		<reference numeration="74" content_type="text"> Sherwood, S. C.: A stratospheric &quot;drain&quot; over the Maritime Continent, Geophys. Res. Lett., 27, 677&amp;ndash;680, 2000. </reference>
		<reference numeration="75" content_type="text"> Sherwood, S. C.: A microphysical connection among biomass burning cumulus clouds, and stratospheric moisture, Science, 295, 1272&amp;ndash;1275, 2002. </reference>
		<reference numeration="76" content_type="text"> Spivakovsky, C. M., Logan, J. A., Montzka, S. A., et al.: Three-dimensional climatological distribution of tropospheric OH: Update and evaluation, J. Geophys. Res., 105, 8931&amp;ndash;8980, 2000. </reference>
		<reference numeration="77" content_type="text"> Staudt, A. C., Jacob, D. J., Logan, J. A., Bachiochi, D., Krishnamurti, T. N., and Poisson, N.: Global chemical model analysis of biomass burning and lightning influences over the South Pacific in austral spring, J. Geophys. Res., 107, 4200, doi:10.1029/2000JD000296, 2002. </reference>
		<reference numeration="78" content_type="text"> Strahan, S. E., Duncan, B. N., and Hoor, P.: Observationally derived transport diagnostics for the lowermost stratosphere and their application to the GMI chemistry and transport model, Atmos. Chem. and Phys. Discuss., 7, 1449&amp;ndash;1477, 2007. </reference>
		<reference numeration="79" content_type="text"> Thompson, A. M., Pickering, K. E., McNamara, D. P., Schoeberl, M. R., Hudson, R. D., Kim, J. H., Browell, E. V., Kirchoff, V. W. J. H., and Nganga, D.: Where did tropospheric ozone over southern Africa and the tropical Atlantic come from in October 1992? Insights from TOMS, GTE TRACE A, and SAFARI 1992, J. Geophys. Res., 101, 24 251&amp;ndash;24 278, 1996. </reference>
		<reference numeration="80" content_type="text"> van der Werf, G., Anderson, J., Giglio, L., Collatz, G., and Kashibhatla, P.: Interannual variability in global biomass burning emissions from 1997 to 2004, Atmos. Chem. and Phys., 6, 3423&amp;ndash;3441, 2006. </reference>
		<reference numeration="81" content_type="text"> Wang, Y., Jacob, D. J., and Logan, J. A.: Global simulation of tropospheric O&lt;sub&gt;3&lt;/sub&gt;-NO&lt;sub&gt;x&lt;/sub&gt;-hydrocarbon chemistry: 1. Model formulation, J. Geophys. Res., 103, 10 713&amp;ndash;10 725, 1998. </reference>
		<reference numeration="82" content_type="text"> Wesely, M., Cook, D. R., Hart, R. L., and Speer, R. E.: Measurements and parameterization of particulate sulfur dry deposition over grass, J. Geophys. Res., 90, 2131&amp;ndash;2143, 1985. </reference>
		<reference numeration="83" content_type="text"> Wild, O., Zhu, X., and Prather, M. J.: Fast-J: Accurate simulation of in- and below-cloud photolysis in tropospheric chemical models, J. Atmos. Chem., 37, 245&amp;ndash;282, 2000. </reference>
		<reference numeration="84" content_type="text"> Yevich, R. and Logan, J. A.: An assessment of biofuel use and burning of agricultural waste in the developing world, Global Biogeochem. Cycles, 17 (4), 1095, doi:10.1029/2002GB001952, 2003. </reference>
		<reference numeration="85" content_type="text"> Zhang, G. J. and McFarlane, N. A.: Sensitivity of climate simulations to the parameterization of cumulus convection in the Canadian Climate Centre general circulation model, Atmos. Ocean, 33, 407&amp;ndash;446, 1995. </reference>
		<reference numeration="86" content_type="text"> Ziemke, J.R., Chandra, S., Duncan, B. N., Froidevaux, L., Bhartia, P. K., Levelt, P. F., and Waters, J. W.: Tropospheric ozone determined from Aura OMI and MLS: Evaluation of measurements and comparison with the Global Modeling Initiative&apos;s Chemical Transport Model, J. Geophys. Res., 111, D19303, doi:10.1029/2006JD007089, 2006. </reference>
	</references>
</article>

