<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "https://jats.nlm.nih.gov/nlm-dtd/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">AMT</journal-id>
<journal-title-group>
<journal-title>Atmospheric Measurement Techniques</journal-title>
<abbrev-journal-title abbrev-type="publisher">AMT</abbrev-journal-title>
<abbrev-journal-title abbrev-type="nlm-ta">Atmos. Meas. Tech.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1867-8548</issn>
<publisher><publisher-name>Copernicus Publications</publisher-name>
<publisher-loc>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.5194/amt-5-3055-2012</article-id>
<title-group>
<article-title>Effect of spectrally varying albedo of vegetation surfaces on shortwave radiation fluxes and aerosol direct radiative forcing</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Zhu</surname>
<given-names>L.</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>Martins</surname>
<given-names>J. V.</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>Yu</surname>
<given-names>H.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>University of Maryland, Baltimore County, Department of Physics and Joint Center for Earth Systems Technology, 1000 Hilltop Circle, Baltimore, MD, 21250, USA</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Earth System Science Interdisciplinary Center (ESSIC) University of Maryland, College Park, MD, 20740, USA</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Climate and Radiation Laboratory, NASA Goddard Space Flight Center, Greenbelt, MD, 20771, USA</addr-line>
</aff>
<pub-date pub-type="epub">
<day>12</day>
<month>12</month>
<year>2012</year>
</pub-date>
<volume>5</volume>
<issue>12</issue>
<fpage>3055</fpage>
<lpage>3067</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2012 L. Zhu et al.</copyright-statement>
<copyright-year>2012</copyright-year>
<license license-type="open-access">
<license-p>This work is licensed under the Creative Commons Attribution 3.0 Unported License. To view a copy of this licence, visit <ext-link ext-link-type="uri"  xlink:href="https://creativecommons.org/licenses/by/3.0/">https://creativecommons.org/licenses/by/3.0/</ext-link></license-p>
</license>
</permissions>
<self-uri xlink:href="https://amt.copernicus.org/articles/5/3055/2012/amt-5-3055-2012.html">This article is available from https://amt.copernicus.org/articles/5/3055/2012/amt-5-3055-2012.html</self-uri>
<self-uri xlink:href="https://amt.copernicus.org/articles/5/3055/2012/amt-5-3055-2012.pdf">The full text article is available as a PDF file from https://amt.copernicus.org/articles/5/3055/2012/amt-5-3055-2012.pdf</self-uri>
<abstract>
<p>This study develops an algorithm for representing detailed spectral features
of vegetation albedo based on Moderate Resolution Imaging Spectrometer
(MODIS) observations at 7 discrete channels, referred to as the MODIS
Enhanced Vegetation Albedo (MEVA) algorithm. The MEVA algorithm empirically
fills spectral gaps around the vegetation red edge near 0.7 μm and
vegetation water absorption features at 1.48 and 1.92 μm which cannot
be adequately captured by the MODIS 7 channels. We then assess the effects
of applying MEVA in comparison to four other traditional approaches to
calculate solar fluxes and aerosol direct radiative forcing (DRF) at the top
of atmosphere (TOA) based on the MODIS discrete reflectance bands. By
comparing the DRF results obtained through the MEVA method with the results
obtained through the other four traditional approaches, we show that filling
the spectral gap of the MODIS measurements around 0.7 μm based on the
general spectral behavior of healthy green vegetation leads to significant
improvement in the instantaneous aerosol DRF at TOA (up to 3.02 W m&lt;sup&gt;−2&lt;/sup&gt;
difference or 48% fraction of the aerosol DRF, −6.28 W m&lt;sup&gt;−2&lt;/sup&gt;,
calculated for high spectral resolution surface reflectance from 0.3 to 2.5 μm
for deciduous vegetation surface). The corrections of the spectral
gaps in the vegetation spectrum in the near infrared, again missed by the
MODIS reflectances, also contributes to improving TOA DRF calculations but
to a much lower extent (less than 0.27 W m&lt;sup&gt;−2&lt;/sup&gt;, or about 4% of the
instantaneous DRF).
&lt;br&gt;&lt;br&gt;
Compared to traditional approaches, MEVA also improves the accuracy of the
outgoing solar flux between 0.3 to 2.5 μm at TOA by over 60 W m&lt;sup&gt;−2&lt;/sup&gt;
(for aspen 3 surface) and aerosol DRF by over 10 W m&lt;sup&gt;−2&lt;/sup&gt; (for dry grass).
Specifically, for Amazon vegetation types, MEVA can improve the accuracy of
daily averaged aerosol radiative forcing in the spectral range of 0.3 to
2.5 μm at equator at the equinox by 3.7 W m&lt;sup&gt;−2&lt;/sup&gt;. These improvements
indicate that MEVA can contribute to regional climate studies over vegetated
areas and can help to improve remote sensing-based studies of climate
processes and climate change.</p>
</abstract>
<counts><page-count count="13"/></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">Arai, E., Pereira, G., Coura, S. M. C., Cardozo, F. S., Silva, F. B., Shimabukuro, Y. E., Moraes, E. C., Freitsa, R. M., and Espirito-Santo, F. D. B.: Spectral signature of leaves of Amazon rainforest tree species, IGARSS, 2011 IEEE International, 4788–4791, 2010.</mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple">Asner, G. P., Wessman, C. A., Bateson, C. A., and Privette, J. L.: Impact of tissue, canopy, and landscape factors on the hyperspectral reflectance variability of arid ecosystems, Remote Sens. Environ., 74, 69–84, 2000.</mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple">Betts, R. A.: Offset of the potential carbon sink from boreal forestation by decreases in surface albedo, Nature, 408, 187–190, 2000.</mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple">Ceccato, P., Flasse, S., Tarantola, S., Jacquemoud, S., and Gregoire, J. M.: Detecting vegetation leaf water content using reflectance in the optical domain, Remote Sens. Environ., 77, 22–33, 2001.</mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple">Cess, R. D.: Biosphere-albedo feedback and climate modeling, J. Atmos. Sci., 35, 1765–1767, 1978.</mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple">Clark, R. N., Swayze, G. A., Wise, R., Livo, E., Hoefen, T., Kokaly, R., and Sutley, S. J.: USGS digital spectral library splib06a: US Geological Survey, Digital Data Series 231, &lt;a href=&quot;http://speclab.cr.usgs.gov/spectral.lib06&quot;&gt;http://speclab.cr.usgs.gov/spectral.lib06&lt;/a&gt; (last access:&amp;nbsp;November&amp;nbsp;2012), 2007.</mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple">Collins, W.: Remote sensing of crop type and maturity, Engineering, 44, 43–55, 1978.</mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple">Dickinson, R. E.: Land surface processes and climate-Surface albedos and energy balance. Advances in Geophysics, 25, 305–353, Theory of Climate, Academic Press Inc. Published by Elsevier Ltd, 1983.</mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple">Dickinson, R. E.: Land processes in climate models, Remote Sens. Environ., 51, 27–38, 1995.</mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple">Diner, D.: Level 2 surface retrieval algorithm theoretical basis, JPL 11401, Revision E, 2008.</mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple">Dirmeyer, P. A. and Shukla, J.: The response of the general circulation to deforestation in the tropics, American Meteorology Society, Proc., 5th Symposium on Global Change, 131–134, 1994.</mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple">Dubovik, O., Holben, B. N., Eck, T. F., Smirnov, A., Kaufman, Y. J., King, M. D., Tanré, D., and Slutsker, I.: Variability of absorption and optical properties of key aerosol types observed in worldwide locations, J. Atmos. Sci., 59, 590–608, 2002.</mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple">Eck, T. F., Holben, B. N., Ward, D. E., Mukelabai, M. M., Dubovik, O., Smirnov, A., Schafer, J. S., Hsu, N. C., Piketh, S. J., Queface, A., Le Roux, J., Swap, R. J., and Slutsker, I.: Variability of biomass burning aerosol optical characteristics in southern Africa during the SAFARI 2000 dry season campaign and a comparison of single scattering albedo estimates from radiometric measurements, J. Geophys. Res., 108, 8477, &lt;a href=&quot;http://dx.doi.org/10.1029/2002JD002321&quot;&gt;https://doi.org/10.1029/2002JD002321&lt;/a&gt;, 2003.</mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple">Gilgen, H., Whitlock, C., Koch, F., Müller, G., Ohmura, A., Steiger, D., and Wheeler, R.: Technical Plan for BSRN (Baseline Surface Radiation Network) Data Management, Version 2.1 (final), MO/TD-No.&amp;nbsp;443, WCRP/WMO, 1995.</mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple">Gitelson, A. A., Merzlyak, M. N., and Lichtenthaler, H. K.: Detection of red edge position and Chlorophyll content by reflectance measurements near 700 nm, J. Plant Physiol., 148, 501–508, 1996.</mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple">Guyot, G., Baret, F., and Jacquemoud, S.: Imaging spectroscopy for vegetation studies, Imaging Spectroscopy: Fundamentals and Prospective Applications, in: Remote Sensing, Volume 2, edited by: Toselli, F. and Bodechtel, J., Kluwer Academic Publishers, 145–165, 1992.</mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple">Hall, F. G. and Sellers, P. J.: First International Satellite Land Surface Climatology Project (ISLSCP) Field Experiment (FIFE) in 1995, J. Geophys. Res., 100, 25383–25395, &lt;a href=&quot;http://dx.doi.org/10.1029/95JD03300&quot;&gt;https://doi.org/10.1029/95JD03300&lt;/a&gt;, 1995.</mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple">Hoffer, R. M.: Biological and physical considerations in applying computer-aided analysis techniques to remote sensing data, in: Remote Sensing: The Quantitative Approach, edited by: Swain,  P. H. and Davis, S. M., McGraw-Hill, 227–289, 1978.</mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple">Horler, D. N. H., Dockray, M., and Barber, J.: The red edge of plant leaf reflectance, Int. J. Remote Sens., 1, 121–136, 1983.</mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple">Hosgood, B., Jacquemoud, S., Andreoli, G., Verdebout, J., Pedrini, A., and Schmuck, G.: Leaf Optical Properties EXperiment 93 (LOPEX93), Report EUR 16095 EN, 1994.</mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple">Kim, M. S., Daughtry, C. S., Chappelle, E. W., Mcmurtrey, J. E., and Walthall, C. L.: The use of high spectral resolution bands for estimating absorbed photonsynthetically active radiation (A PAR), in: Proceedings of the 6th Symposium on Physical Measurements and Signatures in Remote Sensing, Val D&apos;Isere, France, 17–21&amp;nbsp;January, 299–306, 1994.</mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple">Koelemeijer, R. B. A., de Haan, J. F., and Stammes, P.: A database of spectral surface reflectivity in the range 335–772 nm derived from 5.5 years of GOME observations, J. Geophys. Res., 108, 4070, &lt;a href=&quot;http://dx.doi.org/10.1029/2002JD002429&quot;&gt;https://doi.org/10.1029/2002JD002429&lt;/a&gt;, 2003.</mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple">Leroy, M., Deuze, J. L., Breon, F. M., Hautecoeur, O., Herman, M., Buriez, J. C., Tanre, D., Bouffies, S., Chazette, P., and Roujean, J. L.: Retrieval of atmospheric properties and surface bidirectional reflectances over land from POLDER/ADEOS, J. Geophys. Res., 102, 17023–17037, 1997.</mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple">Liang, S., Strahler, A. H., and Walthall, C.: Retrieval of land surface albedo from satellite observations: a simulation study, J. Appl. Meteorol., 38, 712–725, 1999.</mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple">Lofgren, B. M.: Surface albedo-climate feedback simulated using two-way coupling, J. Climate, 8, 2543–2562, 1995.</mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple">Lucht, W., Schaaf, C. B., and Strahler, A. H.: An algorithm for the retrieval of albedo from space using semiempirical BRDF models, IEEE Geosci. Remote S., 38,  977–998, 2000.</mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple">Lucht, W., Prentice, I. C., Myneni, R. B., Sitch, S., Friedlingstein, P., Cramer, W., Bousquet, P., Buermann, W., and Smith, B.: Climatic control of the high-latitude vegetation greening trend and pinatubo effect, Science, 296, 1687–1689, &lt;a href=&quot;http://dx.doi.org/10.1126/science.1071828&quot;&gt;https://doi.org/10.1126/science.1071828&lt;/a&gt;, 2002.</mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple">Lyapustin, A. I.: Atmospheric and geometrical effects on land surface albedo, J. Geophys. Res., 104, 4127–4143, &lt;a href=&quot;http://dx.doi.org/10.1029/1998JD200064&quot;&gt;https://doi.org/10.1029/1998JD200064&lt;/a&gt;, 1999.</mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple">McComiskey, A., Schwartz, S. E., Schmid, B., Guan, H., Lewis, E. R., Ricchiazzi, P., and Ogren, J. A.: Direct aerosol forcing: Calculation from observables and sensitivities to inputs, J. Geophys. Res., 113, D09202, &lt;a href=&quot;http://dx.doi.org/10.1029/2007JD009170&quot;&gt;https://doi.org/10.1029/2007JD009170&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple">Moody, E. G., King, M. D., Platnick, S., Schaaf, C. B., and Gao, F.: Spatially complete global spectral surface albedos: value-added datasets derived from Terra MODIS land products, IEEE Geosci. Remote S., 43, 144–158, 2005.</mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple">Muller, J.-P.: MERIS GLOBAL LAND SURFACE ALBEDO MAPS: Algorithm Theoretical Basis Document ATBD 1.4 BRDF/ALBEDO RETRIEVAL, available at: &lt;a href=&quot;http://www.brockmann-consult.de/albedomap/pdf/MERIS-AlbedoMap-ATBD_BRDF_Albedo-1.0.pdf&quot;&gt;http://www.brockmann-consult.de/albedomap/pdf/MERIS-AlbedoMap-ATBD_BRDF_Albedo-1.0.pdf&lt;/a&gt; (last access: May&amp;nbsp;2012), 2006.</mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple">Myhre, G., Kvalevåg, M. M., and Schaaf, C. B.: Radiative frocing due to anthropogenic vegetation change based on MODIS surface albedo data, Geophys. Res. Lett., 32, L21410, &lt;a href=&quot;http://dx.doi.org/10.1029/2005GL024004&quot;&gt;https://doi.org/10.1029/2005GL024004&lt;/a&gt;, 2005.</mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple">Nobre, C. A., Sellers, P. S., and Shukla, J.: Amazonian deforestation and regional climate change, J. Climate, 4, 957–988, 1991.</mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple">Patadi, F., Yang, E.-S., and Christopher, S. A.: Does dust change the clear sky top of atmosphere shortwave flux over high surface reflectance regions? Geophys. Res. Lett., 36, L15825, &lt;a href=&quot;http://dx.doi.org/10.1029/2009GL039092&quot;&gt;https://doi.org/10.1029/2009GL039092&lt;/a&gt;, 2009.</mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple">Popp, C., Wang, P., Brunner, D., Stammes, P., Zhou, Y., and Grzegorski, M.: MERIS albedo climatology for FRESCO + O&lt;sub&gt;2&lt;/sub&gt; A-band cloud retrieval, Atmos. Meas. Tech., 4, 463–483, &lt;a href=&quot;http://dx.doi.org/10.5194/amt-4-463-2011&quot;&gt;https://doi.org/10.5194/amt-4-463-2011&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple">Procopio, A. S., Remer, L. A., Artaxo, P., Kaufman, Y. J., and Holben, B. N.: Modeled spectral optical properties for smoke aerosols in Amazonia, Geophys. Res. Lett., 30, 2265, &lt;a href=&quot;http://dx.doi.org/10.1029/2003GL018063&quot;&gt;https://doi.org/10.1029/2003GL018063&lt;/a&gt;, 2003.</mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple">Ricchiazzi, P., Yang, S., Gautier, C., and Sowle, D.: SBDART: A research and teaching software tool for plane-parallel radiative transfer in the Earth&apos;s atmosphere, B. Am. Meteorol. Soc., 79, 2101–2114, 1998.</mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple">Roberts, D. A., Nelson, B. W., Adams, J. B., and Palmer, F.: Spectral changes with leaf aging in Amazon caatinga, Trees – Structure and Function, 12, 315–325, &lt;a href=&quot;http://dx.doi.org/10.1007/s004680050157&quot;&gt;https://doi.org/10.1007/s004680050157&lt;/a&gt;, 1990.</mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple">Saunders, R. W.: The determination of broad band surface albedo from AVHRR visible and near-infrared radiances, Int. J. Remote Sens., 11, 49–67, 1990.</mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple">Schaaf, C. B., Gao, F., Strahler, A. H., Lucht, W., Li, X., and Tsnag, T.: First operational BRDF, albedo nadir reflectance products from MODIS, Remote Sens. Environ., 83, 135–148, 2002.</mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple">Sei, A: Joint Polar Satellite System (JPSS) VIIRS surface albedo algorithm theoretical basis document (ATBD), GSFC JPSS CMO 474-00040, available at: &lt;a href=&quot;http://npp.gsfc.nasa.gov/science/sciencedocuments/ATBD_122011/474-00040_VIIRS_Surface_Albedo_ATBD_Rev-_20110422.pdf&quot;&gt;http://npp.gsfc.nasa.gov/science/sciencedocuments/ATBD_122011/474-00040_VIIRS_Surface_Albedo_ATBD_Rev-_20110422.pdf&lt;/a&gt; (last access:&amp;nbsp;November&amp;nbsp;2012), 2011.</mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple">Sellers, P. J., Hall, F. G., Asrar, G., Strebel, D. E., and Murphy, R. E.: An overview of the First International Satellite Land Surface Climatology Project (ISLSCP) Field Experiment (FIFE), J. Geophys. Res., 97, 18355–18371, 1992.</mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple">Shukla, J., Nobre, C., and Sellers, P.: Amazon Deforestation and climate change, Science, 247, 1322–1325, &lt;a href=&quot;http://dx.doi.org/10.1126/science.247.4948.1322&quot;&gt;https://doi.org/10.1126/science.247.4948.1322&lt;/a&gt;, 1990.</mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple">Sims, D. A. and Gamon, J. A.: Relationship between leaf pigment content and spectral reflectance across a wide range of species, leaf structures and developmental stages, Remote Sens. Environ., 81, 337–354, 2002.</mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple">Staenz, K., Williams, D. J., and Walker, B.: Surface reflectance retrieval from AVIRIS data using a six dimensional look up table, in: Summaries of the Sixth Annual JPL Earth Science Workshop, Jet Propulsion Laboratory, Pasadena, CA, 223–230, 1996.</mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple">Stimson, H. C., Breshears, D. D., Ustin, S. L., and Kefauver, S. C.: Spectral sensing of folier water conditions in two co-occuring conifer species: Pinus edulis and Juniperus monosperma, Remote Sens. Environ., 96, 108–118, 2005.</mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple">Vermote, E. F, Saleous, N. E., Justice, C. O., Kaufman, Y. J., Privette, J. L., and Remer, L.: Atmospheric correction of visible to middle-infrared EOS-MODIS data over land surfaces: Background, operational algorithm and validation, J. Geophys. Res., 102, 17131–17141, &lt;a href=&quot;http://dx.doi.org/10.1029/97JD00201&quot;&gt;https://doi.org/10.1029/97JD00201&lt;/a&gt;, 1997.</mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple">Wang, P., Knap, W. H., and Stammes, P.: Cloudy sky shortwave radiative closure for a Baseline Surface Radiation Network site, J. Geophys. Res., 116, D08202, &lt;a href=&quot;http://dx.doi.org/10.1029/2010JD015141&quot;&gt;https://doi.org/10.1029/2010JD015141&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref49">
<label>49</label><mixed-citation publication-type="other" xlink:type="simple">Wiscombe, W. J.: Improved Mie scattering algorithm, Appl. Optics, 19, 1505–1509, 1980.</mixed-citation>
</ref>
<ref id="ref50">
<label>50</label><mixed-citation publication-type="other" xlink:type="simple">Yu, H., Dickinson, R. E., Chin, M., Kaufman, Y. J., Zhou, M., Zhou, L., Tian, Y., Dubovik, O., and Holben, B. N.: The direct radiative effect of aerosols as determined from a combination of MODIS retrievals and GOCART simulations, J. Geophys. Res., 109, D03206, &lt;a href=&quot;http://dx.doi.org/10.1029/2003JD003914&quot;&gt;https://doi.org/10.1029/2003JD003914&lt;/a&gt;, 2004.</mixed-citation>
</ref>
<ref id="ref51">
<label>51</label><mixed-citation publication-type="other" xlink:type="simple">Yu, H., Kaufman, Y. J., Chin, M., Feingold, G., Remer, L. A., Anderson, T. L., Balkanski, Y., Bellouin, N., Boucher, O., Christopher, S., DeCola, P., Kahn, R., Koch, D., Loeb, N., Reddy, M. S., Schulz, M., Takemura, T., and Zhou, M.: A review of measurement-based assessments of the aerosol direct radiative effect and forcing, Atmos. Chem. Phys., 6, 613–666, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-6-613-2006&quot;&gt;https://doi.org/10.5194/acp-6-613-2006&lt;/a&gt;, 2006.</mixed-citation>
</ref>
<ref id="ref52">
<label>52</label><mixed-citation publication-type="other" xlink:type="simple">Zhou, M., Yu, H., Dickinson, R. E., Dubovik, O., and Holben, B. N.: A normalized description of the direct effect of key aerosol types on solar radiation as estimated from aerosol robotic network aerosols and Moderate Resolution Imaging Spectroradiometer albedos, J. Geophys. Res., 110, D19202, &lt;a href=&quot;http://dx.doi.org/10.1029/2005JD005909&quot;&gt;https://doi.org/10.1029/2005JD005909&lt;/a&gt;, 2005.</mixed-citation>
</ref>
<ref id="ref53">
<label>53</label><mixed-citation publication-type="other" xlink:type="simple">Zhu, L., Martins, J. V., and Remer, L. A.: Biomass burning aerosol absorption measurements with MODIS using the critical reflectance method, J. Geophys. Res., 116, D07202, &lt;a href=&quot;http://dx.doi.org/10.1029/2010JD015187&quot;&gt;https://doi.org/10.1029/2010JD015187&lt;/a&gt;, 2011.</mixed-citation>
</ref>
</ref-list>
</back>
</article>