<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" dtd-version="3.0" xml:lang="en">
<front>
<journal-meta>
<journal-id journal-id-type="publisher">ACP</journal-id>
<journal-title-group>
<journal-title>Atmospheric Chemistry and Physics</journal-title>
<abbrev-journal-title abbrev-type="publisher">ACP</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1680-7324</issn>
<publisher><publisher-name>Copernicus GmbH</publisher-name>
<publisher-loc>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.5194/acp-12-2117-2012</article-id>
<title-group>
<article-title>Multi-scale meteorological conceptual analysis of observed active fire hotspot activity and smoke optical depth in the Maritime Continent</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Reid</surname>
<given-names>J. S.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Xian</surname>
<given-names>P.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Hyer</surname>
<given-names>E. J.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Flatau</surname>
<given-names>M. K.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Ramirez</surname>
<given-names>E. M.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Turk</surname>
<given-names>F. J.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Sampson</surname>
<given-names>C. R.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Zhang</surname>
<given-names>C.</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Fukada</surname>
<given-names>E. M.</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Maloney</surname>
<given-names>E. D.</given-names>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Marine Meteorology Division, Naval Research Laboratory, Monterey CA, USA</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>ASEE Fellow, Naval Research Laboratory, Monterey CA, USA</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Dept. of Atmospheric Science, University of Utah, Salt Lake City, UH, USA</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>Jet Propulsion laboratory, Pasadena, CA, USA</addr-line>
</aff>
<aff id="aff5">
<label>5</label>
<addr-line>Rosenstiel School of Marine and Atmospheric Science, University of Miami, Miami, FL, USA</addr-line>
</aff>
<aff id="aff6">
<label>6</label>
<addr-line>Joint Typhoon Warning Center, Pearl Harbor, HI, USA</addr-line>
</aff>
<aff id="aff7">
<label>7</label>
<addr-line>Dept. of Atmospheric Science, Colorado State University, Ft. Collins, CO, USA</addr-line>
</aff>
<aff id="aff8">
<label>8</label>
<addr-line>now at: SSAI, Camp Springs, MD, USA</addr-line>
</aff>
<pub-date pub-type="epub">
<day>27</day>
<month>02</month>
<year>2012</year>
</pub-date>
<volume>12</volume>
<issue>4</issue>
<fpage>2117</fpage>
<lpage>2147</lpage>
<permissions>
<license xlink:type="simple">
<license-p>This is an open-access article ditributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
</license>
</permissions>
<self-uri xlink:href="http://www.atmos-chem-phys.net/12/2117/2012/acp-12-2117-2012.html">This article is available from http://www.atmos-chem-phys.net/12/2117/2012/acp-12-2117-2012.html</self-uri>
<self-uri xlink:href="http://www.atmos-chem-phys.net/12/2117/2012/acp-12-2117-2012.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys.net/12/2117/2012/acp-12-2117-2012.pdf</self-uri>
<abstract>
<p>Much research and speculation exists about the meteorological and
climatological impacts of biomass burning in the Maritime Continent (MC) of
Indonesia and Malaysia, particularly during El Nino events. However, the MC
hosts some of the world&apos;s most complicated meteorology, and we wish to
understand how tropical phenomena at a range of scales influence observed
burning activity. Using Moderate Resolution Imaging Spectroradiometer (MODIS)
derived active fire hotspot patterns coupled with aerosol data assimilation
products, satellite based precipitation, and meteorological indices, the
meteorological context of observed fire prevalence and smoke optical depth in
the MC are examined. Relationships of burning and smoke transport to such
meteorological and climatic factors as the interannual El Nino-Southern
Oscillation (ENSO), El Nino Modoki, Indian Ocean Dipole (IOD), the seasonal
migration of the Intertropical Convergence Zone, the 30–90 day Madden Julian
Oscillation (MJO), tropical waves, tropical cyclone activity, and diurnal
convection were investigated. A conceptual model of how all of the differing
meteorological scales affect fire activity is presented. Each island and its
internal geography have different sensitivities to these factors which are
likely relatable to precipitation patterns and land use practices. At the
broadest scales as previously reported, we corroborate ENSO is indeed the
largest factor. However, burning is also enhanced by periods of El Nino
Modoki. Conversely, IOD influences are unclear. While interannual phenomena
correlate to total seasonal burning, the MJO largely controls when visible
burning occurs. High frequency phenomena which are poorly constrained in
models such as diurnal convection and tropical cyclone activity also have an
impact which cannot be ignored. Finally, we emphasize that these phenomena
not only influence burning, but also the observability of burning, further
complicating our ability to assign reasonable emissions.</p>
</abstract>
<counts><page-count count="31"/></counts>
</article-meta>
</front>
<body/>
<back>
<ref-list>
<title>References</title>
<ref id="ref1">
<label>1</label><mixed-citation publication-type="other" xlink:type="simple"> Achutarao, K. and Sperber, K. R.: ENSO simulation in coupled ocean-atmosphere models: Are the current models better?, Clim. Dynam., 27, 1–15, 2006. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Adler, R. F., Kidd, C. , Petty, G., Morissey, M., and Goodman, H. M.: Intercomparison of global precipitation products: The Third Precipitation Intercomparison Project (PIP-3), B. Am. Meteorol. Soc., 82, 1377–1396, 2001. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Aldrian, E., Dumenil, G. L., and Widodo, F. H.: Seasonal variability of Indonesian rainfall in ECHAM4 simulations and in the reanalyses: the role of ENSO, Theor. Appl. Climatol,, 87, 41–59, http://dx.doi.org/10.1007/s00704-006-0218-8doi:10.1007/s00704-006-0218-8, 2007. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Aldrian, E. and Djamil, Y. S.: Spatio-temporal climate change of rainfall in Eastern Java Indonesia, Int. J. Climatol., 28, 435–448, 2008. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Andreae, M. O., Rosenfeld, D., Artaxo, P., Costa, A. A., Frank, G. P., Longo, K. M., and Silva-Dias, M. A. F.: Smoking rain clouds over the Amazon, Science, 303, 1337–1342, 2004. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Ashok, K., Behera, S. K., Rao, S. A. , Weng, H., and Yamagata, T.: El Ninõ Modoki and its possible teleconnection, J. Geophys. Res., 112, C11007, http://dx.doi.org/10.1029/2006JC003798doi:10.1029/2006JC003798, 2007. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Annamalai, H.: Moist dynamical linkages between the equatorial Indian Ocean and the South Asian monsoon trough, J. Atmos. Sci., 67, 589–610, 2010. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Annamalai, H., Kida, S., and Hafner, J.: Potential impact of the tropical Indian Ocean-Indonesian seas on El Nino Characteristics, J. Climate, 23, 3933–3952, 2010. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Balasubramanian, R., Qian, W.-B., Decesari, S., Facchini, M. C., and Fuzzi S.: Comprehensive characterization of PM$_2.5$ aerosols in Singapore, J. Geophys. Res., 108, 4523, http://dx.doi.org/10.1029/2002JD002517doi:10.1029/2002JD002517, 2003. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Beegum, S. N., Moorthy, K. K., Babu, S. S., Reddy, R. R., and Gopal, K. R.: Large scale modulation of spectral aerosol optical depths by atmospheric planetary waves, Geophys. Res. Lett., 36, L03810, http://dx.doi.org/10.1029/2008GL036509doi:10.1029/2008GL036509, 2009. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Cai, W., van Rensch, P., Cowan, T., and Hendon, H. H.: Teleconnection Pathways of ENSO and the IOD and the Mechanisms for Impacts on Australian Rainfall, J. Climate, 24, 6035–6053, http://dx.doi.org/10.1175/2011JCLI4149.1doi:10.1175/2011JCLI4149.1, 2011. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Chang, C.-P., Wang, Z., Mcbride, J., and Liu, C.-H.: Annual cycle of Southeast Asia-Maritime Continent rainfall and asymmetric monsoon transition, J. Clim., 18, 287–301, 2005. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Chang, C.-P., Ding, Y., Lau, N.-C., Johnson, R. H., Wang, B., Yasunari, T. (Eds.): The Global Monsoon System: Research and Forecast, second ed. World, Sci Pub., Singapore, 2011. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Chang, D. and Song, Y.: Estimates of biomass burning emissions in tropical Asia based on satellite-derived data, Atmos. Chem. Phys., 10, 2335–2351, http://dx.doi.org/10.5194/acp-10-2335-2010doi:10.5194/acp-10-2335-2010, 2010. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Chen, L. S. and Gray, W. M.: Global view of the upper level outflow pattern associated with tropical cyclone intensity changes during FGGE. Dept. of Atmos. Sci. Paper No. 392, Colorado State University, Ft. Collins, CO, USA, 126 pp., 1985. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Chen, S. and Houze Jr., R. A.: Diurnal variation of deep convective systems over the tropical Pacific warm Pool, Q. J. Roy. Meteorol. Soc., 123, 357–388, 1997. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Chu, P.-S.: ENSO and tropical cyclone activity. Hurricanes and Typhoons: Past, Present and Potential, edited by: Murnane, R. J. and Liu, K. B., Columbia University Press, New York, NY, USA, 297–332, 2004. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Csiszar, I., Denis, L., Giglio, L., Justice, C. O., and Hewson, J.: Global fire activity from two years of MODIS data, Int. J. Wildland Fire, 14, 117–130, 297–332, 2005. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Dai, A.: Precipitation characteristics in eighteen coupled climate models, J. Climate, 19, 4605–4630, 2006. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Davison, P. S., Roberts, D. L., Arnold, R. T., and Colvile, R. N.: Estimating the direct radiative forcing due to haze from the 1997 forest fires in Indonesia, J. Geophys. Res., 109, D10207, http://dx.doi.org/10.1029/2003JD004264doi:10.1029/2003JD004264, 2004. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Dinku, T., Chidzambwa, S., Ceccato, P., Connor, S. J., and Rpoelewski, C. F.: Validation of high resolution satellite rainfall products over complex terrain, Int. J. Remote Sens., 29, 4049–4110, 2008. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Dommenget, D.: An objective analysis of the observed spatial structure of the tropical Indian Ocean SST variability, Clim. Dynam., 36, 2129–2145, http://dx.doi.org/10.1007/s00382-010-0787-1doi:10.1007/s00382-010-0787-1, 2011. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Ebert, E. E., Janowiak, J. E., and Kidd, C.: Comparison of near-real-time precipitation estimates from satellite observations and numerical models, B. Am. Meteorol. Soc., 88, 47–64, 2007. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Field, R. D. and Shen, S. S. P.: Predictability of carbon emissions from biomass burning in Indonesia, J. Geophys. Res., 113, G04024, http://dx.doi.org/10.1029/2008JG000694doi:10.1029/2008JG000694, 2008. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Field, R. D., van der Werf, G. R., and Shen S. S. P.: Human amplification of drought-induced biomass burning in Indonesia since 1960, Naure Geosci., 2, 185–188, 2009. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Feingold, G., Remer, L. A., Ramaprasad, J., and Kaufman, Y. J.: Analysis of smoke impact on clouds in Brazilian biomass burning regions: An extension of Twomey&apos;s approach, J. Geophys. Res., 106, 22907–22922, http://dx.doi.org/10.1029/2001JD000732doi:10.1029/2001JD000732, 2001. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Fuller, D. O. and Murphy, K.: The enso-fire dynamic in insular Southeast Asia, Climate Change, 74, 435-455, http://dx.doi.org/10.1007/s10584-006-0432-5doi:10.1007/s10584-006-0432-5, 2006. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Giglio, L.: Characterization of the tropical diurnal fire cycle using VIRS and MODIS observations, Remote Sens. Environ., 108, 407–421, 2007. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> Giglio, L., Csiszar, I., and Justice, C. O.: Global distribution and seasonality of active fires as observed with the Terra and Aqua MODIS sensors, J. Geophys. Res. – Biogeosci., 111, G02016, http://dx.doi.org/10.1029/2005JG000142doi:10.1029/2005JG000142, 2006. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> Giglio, L., Descloitres, J., Justice, C. O., and Kaufman, Y. J.: An enhanced contextual fire detection algorithm for MODIS, Remote Sens. Environ., 87, 273–282, 2003. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> Goh, A. Z.-C. and Chan, J. C. L.: Internannual and interdecadal variation of tropicsl cyclone activity in the South China Sea, Intern. J. Clim., 30, 827–843, 2010. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> Graf, H.-F., Yang, J., and Wagner, T. M.: Aerosol effects on clouds and precipitation during the 1997 smoke episode in Indonesia, Atmos. Chem. Phys., 9, 743–756, http://dx.doi.org/10.5194/acp-9-743-2009doi:10.5194/acp-9-743-2009, 2009. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple"> Hamid, E. Y., Kawasakim, Z.-I., and Mardiana, T.: Impact of the 1998–1998 El Nino event on lighting activity over Indonesia, Geophys. Res. Lett., 28, 147–150, 2001. </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple"> Hansen, M. C., Stehman, S. V., Potapov, P. V., Loveland, T. R., Townshend, J. R. G., DeFries, R. S., Pittman, K. W., Arunarwati, B., Stolle, F., Steininger, M. K., Carroll, M., and DiMiceli, C: Humid tropical forest clearing from 2000 to 2005 quantified by using multitemporal and multiresolution remotely sensed data, Proc. Natl. Acad. Sci. USA, 105, 9439–9444, 2008. </mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple"> Hawbaker, T. J., Radeloff, V. C., Syphard, A. D., Zhu, Z., and Stewart, S. I.: Detection rates of the MODIS active fire product in the United States, Remote Sens. Environ., 112, 2656–2664, 2008. </mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple"> Hogan, T. F. and Rosmond, T. E.: The description of the Navy Operational Global Atmospheric Prediction Systems spectral forecast model, Mon. Weather Rev., 119, 1786–1815, 1991. </mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple"> Hong, C. C., Lu, M. M., and Kanamitsu, M.: Temporal and spatial characteristics of positive and negative Indian Ocean dipole with and without ENSO, J. Geophys. Res., 113, D08107, http://dx.doi.org/10.1029/2007JD009151doi:10.1029/2007JD009151, 2008. </mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple"> Hergaualch, K. and Verchot, L. V.: Stocks and fluxes of carbon associated with land use change in Southeast Asian tropical peatlands: A review, Global Biogeochem. Cy., 25, GB2001, http://dx.doi.org/10.1029/2009GB00371doi:10.1029/2009GB00371, 2011. </mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple"> Hyer, E. J. and Chew, B. N.: Aerosol transport model evaluation of an extreme smoke episode in Southeast Asia, Atmos. Environ., 44, 1422–1427, 2010. </mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple"> Hyer, E. J. and Reid, J. S.: Baseline uncertainties in biomass burning emission models resulting from spatial error in satellite active fire location data, Geophys. Res. Lett., 36, L05802, http://dx.doi.org/10.1029/2008GL036767doi:10.1029/2008GL036767, 2009. </mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple"> Hyer, E. J., Reid, J. S., and Zhang, J.: An over-land aerosol optical depth data set for data assimilation by filtering, correction, and aggregation of MODIS Collection 5 optical depth retrievals, Atmos. Meas. Tech. 4, 379–408, http://dx.doi.org/10.5194/amt-4-379-2011doi:10.5194/amt-4-379-2011, 2011. </mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple"> Hyer, E. J., Reid, J. S., Schmidt, C., Giglio, L., Hoffman, J., Different views of fire activity over Indonesia and Malaysia from polar and geostationary satellite observations, Atmos. Res., submitted, 2012. </mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple"> Huffman, G. J., Adler, R. F., Bolvin, D. T. Gu, G. Nelkin, E. J., Bowman, K. P., Hong, Y., Stocker, E. F., and Wolff, D. B.: The TRMM Multi-satellite precipitation analysis: Quasi-global, multi combined-sensor precipitation estimates at fine scale, J. Hydrometeorol., 8, 38–55, 2007. </mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple"> Huffman, G. J., Adler, R. F., Bolvin, D. T., and Gu, G. J.: Improving the global precipitation record: GPCP Version 2.1, Geophys. Res. Lett., 36, L17808, http://dx.doi.org/10.1029/2009GL040000doi:10.1029/2009GL040000, 2009. </mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple"> Janowiak, J. E., Kousky, V. E., and Joyce R. J.: Diurnal cycle of precipitation determined from the CMORPH high spatial and temporal resolution global precipitation analyses. J. Geophys. Res., 110, D23105, http://dx.doi.org/10.1029/2005JD006156doi:10.1029/2005JD006156, 2005. </mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple"> Innes, P. M. and Slingo, J. M: The interaction of the Madden-Julian Oscillation with the Maritime Continent in a GCM, Q. J. Roy. Meteorol. Soc., 132, 1645–1667, 2006. </mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple"> Johnson, R. H.: Diurnal cycle of monsoon convection, In The Global Monsoon System, edited by: Chang, C. P., Ding, Y., Lau, N.-C., Johnson, R. H., Wang, B., and Yasunari, T., World Scientific Press, New Jersey, USA, 257–276, 2011. </mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple"> Johnson, E. A. and Miyanishi, K.: Forest fires: Behavior and Ecological Effects, Academic Press, San Diego, CA, USA, 585 pp., 2001. </mixed-citation>
</ref>
<ref id="ref49">
<label>49</label><mixed-citation publication-type="other" xlink:type="simple"> Joyce, R. J., Janowiak, J. E., Arkin, P. A., and Xie, P.: CMORPH: A method that produces global precipitation estimates from passive microwave and infrared data at high spatial and temporal resolution, J. Hydrometeorol., 5, 487–503, 2004. </mixed-citation>
</ref>
<ref id="ref50">
<label>50</label><mixed-citation publication-type="other" xlink:type="simple"> Jiang, J. H., Livesey, N. J., Su, H., Neary, L., McConnell, J. C., and Richards, N. A. D.: Connecting surface emissions, convective uplifting, and long?range transport of carbon monoxide in the upper troposphere: New observations from the Aura Microwave Limb Sounder, Geophys. Res. Lett., 34, L18812, http://dx.doi.org/10.1029/2007GL030638doi:10.1029/2007GL030638, 2007. </mixed-citation>
</ref>
<ref id="ref51">
<label>51</label><mixed-citation publication-type="other" xlink:type="simple"> Jiang, J. H., Su, H., Schoeberl, M. R., Massie, S. T., Colarco, P., Platnick, S., and Livesey N. J.: Clean and polluted clouds: Relationships among pollution, ice clouds, and precipitation in South America, Geophys. Res. Lett., 35, L14804, http://dx.doi.org/10.1029/2008GL034631doi:10.1029/2008GL034631, 2008. </mixed-citation>
</ref>
<ref id="ref52">
<label>52</label><mixed-citation publication-type="other" xlink:type="simple"> Justice, C. O., Giglio, L. Korontzi, S., Owens, J., Morisette, J. T., Roy, D., Descloitres, J., Alleaume, S., Petitcolin, F., and Kaufman Y. J.: The MODIS fire products, Remote Sens. Environ., 83, 244–262, 2002. </mixed-citation>
</ref>
<ref id="ref53">
<label>53</label><mixed-citation publication-type="other" xlink:type="simple"> Kalnay., E., Kanamitsu, M, Kistler, R., Collins, W., Deaven, D., Gandin, L, Iredell, M., Saha, S., White, G., Woollenk, J., Zhu, Y., Chelliah, M., Ebisuzaki, W., Higgins, W., Janowiak, J., Mo, K., Ropelewski, C., Wang, J., Leetmaa, A., Reynolds, R., Jenne, R., and Joseph, D.: The NCEP/NCAR Reanalysis 40-year project, B. Am. Meteorol. Soc., 77, 437–471, 1996. </mixed-citation>
</ref>
<ref id="ref54">
<label>54</label><mixed-citation publication-type="other" xlink:type="simple"> Kikuchi, K. and Wang, B.: Spatio-temporal wavelet transform and the multiscale behavior of the Madden-Julian Oscillation. J. Climate, 23, 3814–3834, 2010. </mixed-citation>
</ref>
<ref id="ref55">
<label>55</label><mixed-citation publication-type="other" xlink:type="simple"> Kiladis, G. N., Wheeler, M. C., Haertel, P. T., Straub, K. H., and Roundy, P. E.: Convectively coupled equatorial waves, Rev. of Geophys., 47, RG3004, http://dx.doi.org/10.1029/2008RG000266doi:10.1029/2008RG000266, 2009. </mixed-citation>
</ref>
<ref id="ref56">
<label>56</label><mixed-citation publication-type="other" xlink:type="simple"> Kobayashi, H., Matsunaga, T., Hoyano, A., Aoki, M., Komori, D., and Boonyawat S.: Satellite estimation of photosynthetically active radiation in Southeast Asia: Impacts of smoke and cloud cover, J. Geophys. Res., 109, D04102, http://dx.doi.org/10.1029/2003JD003807doi:10.1029/2003JD003807, 2004. </mixed-citation>
</ref>
<ref id="ref57">
<label>57</label><mixed-citation publication-type="other" xlink:type="simple"> Langmann, B. and Heil, A.: Release and dispersion of vegetation and peat fire emissions in the atmosphere over Indonesia 1997/1998, Atmos. Chem. Phys., 4, 2145–2160, http://dx.doi.org/10.5194/acp-4-2145-2004doi:10.5194/acp-4-2145-2004, 2004. </mixed-citation>
</ref>
<ref id="ref58">
<label>58</label><mixed-citation publication-type="other" xlink:type="simple"> Langner, A. and Siegert, F.: Spatiotemporal fire occurrence in Borneo over a period of 10 years, Global Change Biol., 15, 48–62, http://dx.doi.org/10.1111/j.1365-2486.2008.01828.xdoi:10.1111/j.1365-2486.2008.01828.x, 2009. </mixed-citation>
</ref>
<ref id="ref59">
<label>59</label><mixed-citation publication-type="other" xlink:type="simple"> Latif, M., Anderson, D., Barnett, T., Cane, M., Kleeman, R., Leetmaa, A., O&apos;Brien, J., Rosati, A., and Schneider, E.: A review of the predictability and prediction of ENSO, J. Geophys Res., 103, 14375–14393, 2008. </mixed-citation>
</ref>
<ref id="ref60">
<label>60</label><mixed-citation publication-type="other" xlink:type="simple"> Li, W., Luo, C., Wang, D., and Lei, T.: Diurnal variations of precipitation over the South China Sea, Meteorol. Atmos. Phys., 109, 33–46, 2010. </mixed-citation>
</ref>
<ref id="ref61">
<label>61</label><mixed-citation publication-type="other" xlink:type="simple"> Liebmann, B., Hendon, H. H., and Glick, J. D.: The relationship between tropical cyclones of the western Pacific and Indian Oceans and the Madden-Julian Oscillations, J. Meteor. Soc. Jpn., 73, 401–412, 1994. </mixed-citation>
</ref>
<ref id="ref62">
<label>62</label><mixed-citation publication-type="other" xlink:type="simple"> Liu, J., Logan,~J A., Jones,~D B A., Livesey,~N J., Megretskaia,~I., Carouge,~C., and Nedelec,~P.: Analysis of CO in the tropical troposphere using Aura satellite data and the GEOS-Chem model: insights into transport characteristics of the GEOS meteorological products, Atmos. Chem. Phys., 10, 12207–12232, http://dx.doi.org/10.5194/acp-10-12207-2010doi:10.5194/acp-10-12207-2010, 2010. </mixed-citation>
</ref>
<ref id="ref63">
<label>63</label><mixed-citation publication-type="other" xlink:type="simple"> Lohmann, U., and Feicher, J.: Global indirect aerosol effects: a review, Atmos. Chem. Phys., 5, 715–735, http://dx.doi.org/10.5194/acp-5-715-2005doi:10.5194/acp-5-715-2005, 2005. </mixed-citation>
</ref>
<ref id="ref64">
<label>64</label><mixed-citation publication-type="other" xlink:type="simple"> Lu, E. and Chan, J. C. L.: A unified monsoonal index for South China, J. Clim., 12, 2375–2385, 1999. </mixed-citation>
</ref>
<ref id="ref65">
<label>65</label><mixed-citation publication-type="other" xlink:type="simple"> Ludang, Y., Jaya, A., and Inoue, T.: Geohydrological conditions of the developed peatland in Central Kalimantan World Appl. Sci. J., 2, 198–203, 2007. </mixed-citation>
</ref>
<ref id="ref66">
<label>66</label><mixed-citation publication-type="other" xlink:type="simple"> Madden, R. A. and Julian, P. R.: Detection of a 40–50 Day Oscillation in the Zonal Wind in the Tropical Pacific, J. Atmos. Sci., 28, 702–708, 1971. </mixed-citation>
</ref>
<ref id="ref67">
<label>67</label><mixed-citation publication-type="other" xlink:type="simple"> Mahmud, M.: Mesoscale model simulation of low level equatorial winds over Borneo during the haze episode of September 1997, J. Earth Syst. Sci., 118, 295–307, 2009a. </mixed-citation>
</ref>
<ref id="ref68">
<label>68</label><mixed-citation publication-type="other" xlink:type="simple"> Mahmud, M.: Mesoscale equatorial wind prediction in Southeast Asia during a haze episode of 2005, Geofizika, 26, 67–84, 2009b. </mixed-citation>
</ref>
<ref id="ref69">
<label>69</label><mixed-citation publication-type="other" xlink:type="simple"> Maloney, E. D. and Hartman, D. L.: The Madden Julian oscillation, baratropic dynamics, and the North Pacific tropical cyclone formation, part 1: Observations, J. Atmos. Sci., 58, 2545–2558, 2001. </mixed-citation>
</ref>
<ref id="ref70">
<label>70</label><mixed-citation publication-type="other" xlink:type="simple"> Masunaga, H. and L&apos;Ecuyer, T. S.: The Southeast pacific warm band and double ITCZ, J. Climate, 23, 1189–1208 2010. </mixed-citation>
</ref>
<ref id="ref71">
<label>71</label><mixed-citation publication-type="other" xlink:type="simple"> McBride, J. L., Malcolm, R., and Haylock, N. N.: Relationships between the Maritime Continent heat source and the El Niño–Southern Oscillation phenomenon. J. Climate, 16, 2905–2914, 2003. </mixed-citation>
</ref>
<ref id="ref72">
<label>72</label><mixed-citation publication-type="other" xlink:type="simple"> Mcfarquahar, G. M. and Wang H.: Effects of aerosols on trade wind cumuli over the Indian Ocean: Model simulations, Q. J. Roy. Meteorol. Soc., 132, 821–843, 2006. </mixed-citation>
</ref>
<ref id="ref73">
<label>73</label><mixed-citation publication-type="other" xlink:type="simple"> Miettinen, J.: Variability of fire-induced changes in MODIS surface reflectance by land-cover type in Borneo, Int. J. Remote Sens., 28, 4967–4984, 2007. </mixed-citation>
</ref>
<ref id="ref74">
<label>74</label><mixed-citation publication-type="other" xlink:type="simple"> Miettinen, J. and Liew, S. C.: Connection between fire and land cover change in Southeast Asia: A remote sensing case study in Riau, Sumatra, Int. J. Remote Sens., 26, 1109–1126, 2005. </mixed-citation>
</ref>
<ref id="ref75">
<label>75</label><mixed-citation publication-type="other" xlink:type="simple"> Miettinen, J. and Liew, S. C.: Burn-scar patterns and their effect on regional burnt-area mapping in insular South-east Asia, Int. J. Wildland Fire, 18, 837–847, http://dx.doi.org/10.1071/wf08102doi:10.1071/wf08102, 2009. </mixed-citation>
</ref>
<ref id="ref76">
<label>76</label><mixed-citation publication-type="other" xlink:type="simple"> Miettinen, J. and Liew, S. C., Degradation and development of peatlands in Peninsular Malaysia and in the islands of Sumatra and Borneo since 1990, Land Degrad. Develop., 21, 285–296, http://dx.doi.org/10.1002/ldr.976doi:10.1002/ldr.976, 2010. </mixed-citation>
</ref>
<ref id="ref77">
<label>77</label><mixed-citation publication-type="other" xlink:type="simple"> Miettinen, J., Langner, A., and Siegert, F.: Burnt area estimation for the year 2005 in Borneo using multi-resolution satellite imagery, Int. J. Wildland Fire, 16, 45–53, 2007. </mixed-citation>
</ref>
<ref id="ref78">
<label>78</label><mixed-citation publication-type="other" xlink:type="simple"> Miettinen, J., Shi C., and Liew, S. C.: Influence of peatland and land cover distribution on fire regimes in insular Southeast Asia, Regional Environ. Change, 11, 191–201, http://dx.doi.org/10.1007/s10113-010-0131-7doi:10.1007/s10113-010-0131-7, 2010. </mixed-citation>
</ref>
<ref id="ref79">
<label>79</label><mixed-citation publication-type="other" xlink:type="simple"> Miettinen, J., Shi, C., and Liew, S.- C.: Deforestation rates in insular Southeast Asia between 2000 and 2010, Global Change Biol., 17, 2261–2270, http://dx.doi.org/10.1111/j.1365-2486.2011.02398.xdoi:10.1111/j.1365-2486.2011.02398.x, 2011. </mixed-citation>
</ref>
<ref id="ref80">
<label>80</label><mixed-citation publication-type="other" xlink:type="simple"> Miettinen, J., Wong C. M., and Liew S. C.: New 500m spatial resolution land cover map of the western insular Southeast Asia region, Intern. J. Remote Sens., 29, 6075–6081, 2008. </mixed-citation>
</ref>
<ref id="ref81">
<label>81</label><mixed-citation publication-type="other" xlink:type="simple"> Moron, V., Robertson, A. W., and Beer, R.: Spatial coherence and seasonal predictability of monsoon onset over Indonesia, J. Climate, 22, 840–850, 2009. </mixed-citation>
</ref>
<ref id="ref82">
<label>82</label><mixed-citation publication-type="other" xlink:type="simple"> Neale, R. and Slingo, J.: The Maritime Continent and its role in the global climate: A GCM Study, J. Clim., 16, 834–848, 2003. </mixed-citation>
</ref>
<ref id="ref83">
<label>83</label><mixed-citation publication-type="other" xlink:type="simple"> Nichol, J.: Smoke haze in Southeast Asia: A predictable recurrence, Atmos. Environ., 32, 2715–2716, 1998. </mixed-citation>
</ref>
<ref id="ref84">
<label>84</label><mixed-citation publication-type="other" xlink:type="simple"> Page, S. E., Rieley, J. O., and Banks, C. J.: Global and regional importance of the tropical peatland carbon pool, Global Change Biol., 17, 798–818, 2011. </mixed-citation>
</ref>
<ref id="ref85">
<label>85</label><mixed-citation publication-type="other" xlink:type="simple"> Parameswaran, K., Nair, S. K., and Rajeec, K.: Impact of Indonesian forest fires during the 1997 El Nino on the aerosol distribution over the Indian Ocean, Adv. Space Phys., 33, 1098–1103, 2004. </mixed-citation>
</ref>
<ref id="ref86">
<label>86</label><mixed-citation publication-type="other" xlink:type="simple"> Peters, M. E., Kuang, Z., and Walker, C.: Analysis of atmospheric energy transport in ERA-40 and implications for simple models of the mean tropical circulation, J. Climate, 21, 5229–5241, 2008. </mixed-citation>
</ref>
<ref id="ref87">
<label>87</label><mixed-citation publication-type="other" xlink:type="simple"> Rajeev, K., Parameswaran,K., Nair, S. K., and Meenu, S.: Observational evidence for the radiative impact of Indonesian smoke in modulating the sea surface temperature of the equatorial Indian Ocean, J. Geophys. Res., 113, D17201, http://dx.doi.org/10.1029/2007JD009611doi:10.1029/2007JD009611, 2008. </mixed-citation>
</ref>
<ref id="ref88">
<label>88</label><mixed-citation publication-type="other" xlink:type="simple"> Rasmusson, E. M. and Wallace, J. M.: Meteorological aspects of the El Nino/Southern Oscillation, Science, 16, 1195–1202, http://dx.doi.org/10.1126/science.222.4629.1195doi:10.1126/science.222.4629.1195, 1983. </mixed-citation>
</ref>
<ref id="ref89">
<label>89</label><mixed-citation publication-type="other" xlink:type="simple"> Reid, J. S., Hobbs, P. V., Rangno, A. L., and Hegg, D. A.: Relationships between cloud droplet effective radius, liquid water content and droplet concentration for warm clouds in Brazil embedded in biomass smoke, J. Geophys. Res., 104, 6145–6153, 1999. </mixed-citation>
</ref>
<ref id="ref90">
<label>90</label><mixed-citation publication-type="other" xlink:type="simple"> Reid, J. S., Hyer, E. J., Prins, E. M. Westphal, D. L., Zhang, J., Wang, J., Christopher, S. A., Curtis, C. A., Schmidt, C. C., Eleuterio, D. P., Richardson, K. A., and Hoffman, J. P.: Global monitoring and forecasting of biomass-burning smoke: Description and lessons from the Fire Locating and Modeling of Burning Emissions (FLAMBE) program, J of Sel. Topics in Appl. Earth Obs. and Rem. Sens, 2, 144–162, 2009. </mixed-citation>
</ref>
<ref id="ref91">
<label>91</label><mixed-citation publication-type="other" xlink:type="simple"> Risk, M. J., Sherwood, O. A., Keikoop, J. M., and Llewellyn, G.: Smoke signals from corals: isotopic signature of the 1997 Indonesian `haze&apos; event, Marine Geol., 202, 71–78, 2003. </mixed-citation>
</ref>
<ref id="ref92">
<label>92</label><mixed-citation publication-type="other" xlink:type="simple"> Roundy, P. E.: Analysis of convectively coupled Kelvin waves in the Indian Ocean MJO, J. Atmos. Sci.. 65, 1342–1359, 2008. </mixed-citation>
</ref>
<ref id="ref93">
<label>93</label><mixed-citation publication-type="other" xlink:type="simple"> Roundy, P. E., Schreck III, C. J., and Janiga, M. A.: Contributions of convectively coupled equatorial Rossby waves and Kelvin waves to the real-time multivariate MJO indeces, Mon. Weather Rev., 137, 469–478, 2009. </mixed-citation>
</ref>
<ref id="ref94">
<label>94</label><mixed-citation publication-type="other" xlink:type="simple"> Saji, N. H. and Yamagata, T.: Structure of SST and surface wind variability during Indian Ocean Dipole Mode years: COADS observations, J. Climate, 16, 2735–2751, 2003. </mixed-citation>
</ref>
<ref id="ref95">
<label>95</label><mixed-citation publication-type="other" xlink:type="simple"> Saji, N. H., Goswami, B. N., Vinayachandran, P. N., and Yamagata T.: A dipole mode in the tropical Indian Ocean, Nature, 401, 360–363, 1999. </mixed-citation>
</ref>
<ref id="ref96">
<label>96</label><mixed-citation publication-type="other" xlink:type="simple"> Sampson, C. R. and Schrader, A. J.: The Automated Tropical Cyclone Forecasting System (Version 3.2), B. Am. Meteorol. Soc., 81, 1231–1240, 2000. </mixed-citation>
</ref>
<ref id="ref97">
<label>97</label><mixed-citation publication-type="other" xlink:type="simple"> Sapiano, M. R. P. and Arkin, P. A.: An intercomparison and validation of high resolution precipitation estimates with 3-hourly gauge data, J. Hydromet., 10, 149–166, 2009. </mixed-citation>
</ref>
<ref id="ref98">
<label>98</label><mixed-citation publication-type="other" xlink:type="simple"> Schott, F. A., Xie, S.-P., and McCreary Jr., J. P.: Indian Ocean circulation and climate variability, Rev. Geophys., 47, RG1002, http://dx.doi.org/10.1029/2007RG000245doi:10.1029/2007RG000245, 2009. </mixed-citation>
</ref>
<ref id="ref99">
<label>99</label><mixed-citation publication-type="other" xlink:type="simple"> Schroeder, W., Csiszar, I., and Morisette, J.: Quantifying the impact of cloud obscuration on remote sensing of active fires in the Brazilian Amazon, Remote Sens. Environ., 112, 456–470, 2008. </mixed-citation>
</ref>
<ref id="ref100">
<label>100</label><mixed-citation publication-type="other" xlink:type="simple"> Schroeder, W., Prins, E., Giblio, L., Csiszar, I., Schmidt, C., Morisette, J., and Morton, D.: Validation of GOES and MODIS active fire detection products using ASTER and ETM plus data, Remote Sens. Environ, 112, 2711–2726, 2008. </mixed-citation>
</ref>
<ref id="ref101">
<label>101</label><mixed-citation publication-type="other" xlink:type="simple"> Shen, Y., Xiong, A., Wang, Y., and Xie, P.: Performance of high-resolution satellite precipitation products over China, J. Geophys. Res., 115, D02114, http://dx.doi.org/10.1029/2009JD012097doi:10.1029/2009JD012097, 2010. </mixed-citation>
</ref>
<ref id="ref102">
<label>102</label><mixed-citation publication-type="other" xlink:type="simple"> Shi, J. J., Chang, S. W.-J., and Raman, S.: A numerical study of the outflow layer of tropical cyclones. Mon. Weather Rev., 118, 2042–2055, 1990. </mixed-citation>
</ref>
<ref id="ref103">
<label>103</label><mixed-citation publication-type="other" xlink:type="simple"> Siegert, F., Ruecker, G., Hinrichs A., and Hoffmann, A. A.:. Increased damage from fires in logged forests during droughts caused by El Nino, Nature, 414, 437–440, 2001. </mixed-citation>
</ref>
<ref id="ref104">
<label>104</label><mixed-citation publication-type="other" xlink:type="simple"> Sow, S. K., Juneng, L., Tangang, F. T., Hussin, A. G., and Mahmud, M.: Numerical simulation of a severe late afternoon thunderstorm over Peninsular Malaysia, Atmos. Res., 99, 248–262, 2011. </mixed-citation>
</ref>
<ref id="ref105">
<label>105</label><mixed-citation publication-type="other" xlink:type="simple"> Stephens, G. L., Ecuyer, T. L, Forbes, R., Gettlemen, A., Golaz, J. C., Bodas-Salcedo, A., Suzuki, K., Gabriel, P., and Haynes J.: Dreary state of precipitation in global models, J. Geophys. Res., 115, D24211, http://dx.doi.org/10.1029/2010JD014532doi:10.1029/2010JD014532, 2010. </mixed-citation>
</ref>
<ref id="ref106">
<label>106</label><mixed-citation publication-type="other" xlink:type="simple"> Stolle, F. and Lambin, E. F.: Interprovincial and interannual differences in the causes of land-use fires in Sumatra, Indonesia, Environ. Conserv., 30, 375–387, 2003. </mixed-citation>
</ref>
<ref id="ref107">
<label>107</label><mixed-citation publication-type="other" xlink:type="simple"> Stolle, F., Chomitz, K. M., Lambin, E. F., and Tomich, T. P.: Land use and vegetation fires in Jambi Province, Sumatra, Indonesia, For. Ecol. Magage., 179, 277–292, 2003. </mixed-citation>
</ref>
<ref id="ref108">
<label>108</label><mixed-citation publication-type="other" xlink:type="simple"> Streets, D. G., Yarber, K. F., Woo, J. H., and Carmichael G. R.: Biomass burning in Asia: Annual and seasonal estimates and atmospheric emissions, Global Biogeochem. Cy., 17, 1099, http://dx.doi.org/10.1029/2003GB002040doi:10.1029/2003GB002040, 2003. </mixed-citation>
</ref>
<ref id="ref109">
<label>109</label><mixed-citation publication-type="other" xlink:type="simple"> Sun, Y., Solomon, S., Dai, A. and Portmann, R. W.: How often does it rain?, J. Climate, 19, 916–934, 2007. </mixed-citation>
</ref>
<ref id="ref110">
<label>110</label><mixed-citation publication-type="other" xlink:type="simple"> Tansey, K., Beston, J., Hoscilo, A., Page, S. E., and Paredes Hernandez, C. U.: Relationship between MODIS fire hot spot count and burned area in a degraded tropical peat swamp forest in Central Kalimantan, Indonesia, J. Geophys. Res., 113, D23112, http://dx.doi.org/10.1029/2008JD010717doi:10.1029/2008JD010717, 2008. </mixed-citation>
</ref>
<ref id="ref111">
<label>111</label><mixed-citation publication-type="other" xlink:type="simple"> Thampi, B. V., Rajeev, K., Parameswaran, K., and M. K.Mishra M. K.: Spatial distribution of the Southeast Asian smoke plume over the Indian Ocean and its radiative heating in the atmosphere during the major fire event of 2006, Geophys. Res. Lett., 36, L16808, http://dx.doi.org/10.1029/2009GL039316doi:10.1029/2009GL039316, 2009. </mixed-citation>
</ref>
<ref id="ref112">
<label>112</label><mixed-citation publication-type="other" xlink:type="simple"> Tian, B., Waliser, D. E., Kahn, R. A., Li, Q., Yung, Y. L., Tyranowski, T., Geogdzhayev, I. V., Mishchenko, M. I., Torres, O., and Smirnov, A.: Does the Madden-Julian Oscillation influence aerosol variability?, J. Geophys. Res., 113, D12215, http://dx.doi.org/10.1029/2007JD009372doi:10.1029/2007JD009372, 2008. </mixed-citation>
</ref>
<ref id="ref113">
<label>113</label><mixed-citation publication-type="other" xlink:type="simple"> Titley, D. W. and Elsberry, R. L.: Large Intensity Changes in Tropical Cyclones: A Case Study of Supertyphoon Flo during TCM-90. Mon. Weather Rev., 128, 3556–573, 2000. </mixed-citation>
</ref>
<ref id="ref114">
<label>114</label><mixed-citation publication-type="other" xlink:type="simple"> Tosca, M. G., Randerson, J. T., Zender, C. S., Flanner, M. G., and Rasch, P. J.: Do biomass burning aerosols intensify drought in equatorial Asia during El Nino?, Atmos. Chem. Phys., 10, 3515–3528, 2010. </mixed-citation>
</ref>
<ref id="ref115">
<label>115</label><mixed-citation publication-type="other" xlink:type="simple"> Tosca, M. G., Randerson, J. T., Zender, C. S., Nelson, D. L., Diner, D. J., and Logan, J. A.: Dynamics of fire plumes and smoke clouds associated with peat and deforestation fires in Indonesia, J. Geophys. Res., 116, D08207, http://dx.doi.org/10.1029/2010JD015148doi:10.1029/2010JD015148, 2011. </mixed-citation>
</ref>
<ref id="ref116">
<label>116</label><mixed-citation publication-type="other" xlink:type="simple"> Van der Kaars, S., Tapper, N., and Cook, E. J.: Observed relationships between El Nino-Southern Oscillaton, rainfall variability and vegetation and fire history on Halmahera, Maluku, Indonesia, Global Change Biol., 16, 1705–1714, http://dx.doi.org/10.1111/j.1365-2486.2009.02025.xdoi:10.1111/j.1365-2486.2009.02025.x, 2010. </mixed-citation>
</ref>
<ref id="ref117">
<label>117</label><mixed-citation publication-type="other" xlink:type="simple"> van der Werf, G. R., Randerson, J. T., Collatz, G. J., Giglio, L., Kasibhatla, P. S., Arellano, A. F., Olsen, S. C., and Kasischke, E. S.: Continental-scale partitioning of fire emissions during the 1997 to 2001 El Nino/La Nina period, Science, 303, 73–76, 2004. </mixed-citation>
</ref>
<ref id="ref118">
<label>118</label><mixed-citation publication-type="other" xlink:type="simple"> van der Werf, G. R., Dempewolf, J., Trigg, S. N., Randerson, J. T., Kasibhatla, P. S., Gigliof, L., Murdiyarso, D., Peters, W., Morton, D. C., Collatz, G. J., Dolman, A. J., and DeFries, R. S.: Climate regulation of fire emissions and deforestation in equatorial Asia, Proc. Natl. Acad. Sci, 104, 20350–20355, 2008. </mixed-citation>
</ref>
<ref id="ref119">
<label>119</label><mixed-citation publication-type="other" xlink:type="simple"> Van Oldenborgh, G. J., Balmaseda, M. A., Ferranti, L., Stockdale, T. N., and Anderson, D. L. T.: Did the ECMWF Seasonal Forecast Model Outperform Statistical ENSO Forecast Models over the Last 15 Years?, J. Clim., 18, 3240–3249, 2005. </mixed-citation>
</ref>
<ref id="ref120">
<label>120</label><mixed-citation publication-type="other" xlink:type="simple"> Vayda, A. P.: Causal explanation of Indonesian forest fires: Concepts, applications, and research priorities, Hum. Ecol., 34, 615–635, 2006. </mixed-citation>
</ref>
<ref id="ref121">
<label>121</label><mixed-citation publication-type="other" xlink:type="simple"> Vitart, F., Molteni, F., Simulation of the Madden-Julian Oscillation and its teleconnections in the ECMWF forecast system, Q. J. Roy. Meteorol. Soc., 136, 842–855, 2010. </mixed-citation>
</ref>
<ref id="ref122">
<label>122</label><mixed-citation publication-type="other" xlink:type="simple"> Wang, B., Huang, F., Wu, Z., Yang, J., Fu, X., and Kikuchi, K.: Multi-scale climate variability of the South China Sea monsoon: A review, Dynam. Atmos. Ocean, 47, 15–37, 2009. </mixed-citation>
</ref>
<ref id="ref123">
<label>123</label><mixed-citation publication-type="other" xlink:type="simple"> Wang, J., Ge, C., Yang, Z., Hyer, E. J., Reid, J. S., Chey, B.-N., Mahmud, M., Zhang, Y., and Zhang, M.: Mesoscale modeling of smoke transport over the Southeast Asian Maritime Continent: interplay of sea breeze, trade wind, typhoon, and topography, Atmos. Res., submitted, 2012. </mixed-citation>
</ref>
<ref id="ref124">
<label>124</label><mixed-citation publication-type="other" xlink:type="simple"> Wang, Y., Field, R. D., and Roswintiarti O.: Trends in atmospheric haze induced by peat fires in Sumatra Island, Indonesia and El Ninõ phenomenon from 1973 to 2003, Geophys. Res. Lett., 31, L04103, http://dx.doi.org/10.1029/2003GL018853doi:10.1029/2003GL018853, 2004. </mixed-citation>
</ref>
<ref id="ref125">
<label>125</label><mixed-citation publication-type="other" xlink:type="simple"> Wheeler, M. and Kiladis, G. N.: Convectively-coupled equatorial waves: Analysis of clouds and temperature in the wavenumber-frequency domain, J. Atmos. Sci., 56, 374–399, 1999. </mixed-citation>
</ref>
<ref id="ref126">
<label>126</label><mixed-citation publication-type="other" xlink:type="simple"> Wheeler, M. C. and Hendson H. H.: An all-season multivariate MJO index: development of an index for monitoring and prediction, Mon. Weather Rev., 132, 1917–1932, 2004. </mixed-citation>
</ref>
<ref id="ref127">
<label>127</label><mixed-citation publication-type="other" xlink:type="simple"> Wolff, D. B. and Fisher, B. L.: Assessing the relative performance of microwave-based rainrate retrievals using TRMM ground validation data, J. App. Meteorol. Clim., 48, 1069–1099, 2009. </mixed-citation>
</ref>
<ref id="ref128">
<label>128</label><mixed-citation publication-type="other" xlink:type="simple"> Wolter, K. and Timlin, M. S.: Measuring the strength of ENSO events – how does 1997/98 rank?, Weather, 53, 315–324, 1998. </mixed-citation>
</ref>
<ref id="ref129">
<label>129</label><mixed-citation publication-type="other" xlink:type="simple"> Wu, C. H. and Hsu, H. H.: Topographic Influence on the MJO in the Maritime Continent. J. Climate, 22, 5433–5448, 2009. </mixed-citation>
</ref>
<ref id="ref130">
<label>130</label><mixed-citation publication-type="other" xlink:type="simple"> Wu, P., Hara, M., Hamada, J.-I., Yamanaka, M. D., and Kimura, F.: Why a large amount of rain falls over the sea in the vicinity 0f western Sumatra island during nighttime, Appl. Meteorol., 48, 1345–1361, http://dx.doi.org/10.1175/2009JAMC2052.1doi:10.1175/2009JAMC2052.1, 2009. </mixed-citation>
</ref>
<ref id="ref131">
<label>131</label><mixed-citation publication-type="other" xlink:type="simple"> Xian, P., Reid, J. S., Turk, J. F., Hyer, E. J., and Westphal, D. L.: Impact of modeled versus satellite measured tropical precipitation on regional smoke optical thickness in an aerosol transport model, Geophys. Res. Lett., 36, L16805, http://dx.doi.org/10.1029/2009GL038823doi:10.1029/2009GL038823, 2009. </mixed-citation>
</ref>
<ref id="ref132">
<label>132</label><mixed-citation publication-type="other" xlink:type="simple"> Xian, P., Reid, J. S., Atwood, S., Hyer, E. J., Johnson, R. S. and Westphal, D. L.: Smoke transport patterns over the Maritime Continent, Atmos. Res., submitted, 2012. </mixed-citation>
</ref>
<ref id="ref133">
<label>133</label><mixed-citation publication-type="other" xlink:type="simple"> Yang, S. and Smith, E. M.: Mechanisms for diurnal variability of global tropical rainfall observed from TRMM, J. Clim., 19, 5190–5226, 2006. </mixed-citation>
</ref>
<ref id="ref134">
<label>134</label><mixed-citation publication-type="other" xlink:type="simple"> Yang, S., Kuo, K.-S, and Smith, E. A.: Persistent nature of secondary diurnal modes of precipitation over oceanic and continental regimes, J. Climate, 21, 4115–4131, http://dx.doi.org/10.1175/2008JCLI2140.1doi:10.1175/2008JCLI2140.1, 2008. </mixed-citation>
</ref>
<ref id="ref135">
<label>135</label><mixed-citation publication-type="other" xlink:type="simple"> Yang, S., Kuo, K.-S., and Smith, E. A.: Persistent Nature of Secondary Diurnal Modes of Precipitation over Oceanic and Continental Regimes. J. Climate, 21, 4115–4131, http://dx.doi.org/10.1175/2008JCLI2140.1doi:10.1175/2008JCLI2140.1, 2008. </mixed-citation>
</ref>
<ref id="ref136">
<label>136</label><mixed-citation publication-type="other" xlink:type="simple"> Yano, J.-I., Blender, R., Zhang, C., and Fraedrich, K.: 1/f noise and pulse-like events in the tropical atmospheric surface variabilities, Q. J. Roy. Meteorol. Soc., 130, 1697–1721, 2004. </mixed-citation>
</ref>
<ref id="ref137">
<label>137</label><mixed-citation publication-type="other" xlink:type="simple"> Yuan, T., Remer, L. A., Pickering, K. E., and Yu, H.: Observational evidence of aerosol enhancement of lightning activity and convective invigoration, Geophys. Res. Lett., 38, L04701, http://dx.doi.org/10.1029/2010GL046052doi:10.1029/2010GL046052, 2011. </mixed-citation>
</ref>
<ref id="ref138">
<label>138</label><mixed-citation publication-type="other" xlink:type="simple"> Zhang, C.: The Madden-Julian Oscillation, Rev. Geophys., 43, RG2003, http://dx.doi.org/10.1029/2004RG000158doi:10.1029/2004RG000158, 2005. </mixed-citation>
</ref>
<ref id="ref139">
<label>139</label><mixed-citation publication-type="other" xlink:type="simple"> Zhang, C. and Dong, M.: Seasonality of the Madden-Julian Oscillation, J. Climate, 17, 3169–3180, 2004. </mixed-citation>
</ref>
<ref id="ref140">
<label>140</label><mixed-citation publication-type="other" xlink:type="simple"> Zhang, C. and Gottschalck, J.: SST anomalies of ENSO and the Madden-Julian Oscillation in the equatorial Pacific. J. Climate, 15, 2429–2445, 2002. </mixed-citation>
</ref>
<ref id="ref141">
<label>141</label><mixed-citation publication-type="other" xlink:type="simple"> Zhang, J., Reid, J. S., Westphal, D. L., Baker, N., and Hyer, E. J.: A system for operational aerosol optical depth data assimilation over global oceans, J. Geophys. Res., 113, D10208, http://dx.doi.org/10.1029/2007JD009065doi:10.1029/2007JD009065, 2008. </mixed-citation>
</ref>
</ref-list>
</back>
</article>