<?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-12-9965-2012</article-id>
<title-group>
<article-title>Simulating 3-D radiative transfer effects over the Sierra Nevada Mountains using WRF</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Gu</surname>
<given-names>Y.</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>Liou</surname>
<given-names>K. N.</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>Lee</surname>
<given-names>W.-L.</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>Leung</surname>
<given-names>L. R.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Joint Institute for Regional Earth System Science and Engineering, Department of Atmospheric and Oceanic Sciences, University of California, Los Angeles, CA 90095, USA</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Research Center for Environmental Changes, Academia Sinica, Taipei, Taiwan</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Pacific Northwest National Laboratory, Richland, WA, USA</addr-line>
</aff>
<pub-date pub-type="epub">
<day>30</day>
<month>10</month>
<year>2012</year>
</pub-date>
<volume>12</volume>
<issue>20</issue>
<fpage>9965</fpage>
<lpage>9976</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/12/9965/2012/acp-12-9965-2012.html">This article is available from http://www.atmos-chem-phys.net/12/9965/2012/acp-12-9965-2012.html</self-uri>
<self-uri xlink:href="http://www.atmos-chem-phys.net/12/9965/2012/acp-12-9965-2012.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys.net/12/9965/2012/acp-12-9965-2012.pdf</self-uri>
<abstract>
<p>A surface solar radiation parameterization based on deviations between 3-D
and conventional plane-parallel radiative transfer models has been
incorporated into the Weather Research and Forecasting (WRF) model to
understand the solar insolation over mountain/snow areas and to investigate
the impact of the spatial and temporal distribution and variation of surface
solar fluxes on land-surface processes. Using the Sierra-Nevada in the
western United States as a testbed, we show that mountain effect could
produce up to −50 to + 50 W m&lt;sup&gt;−2&lt;/sup&gt; deviations in the surface solar
fluxes over the mountain areas, resulting in a temperature increase of up to
1 °C on the sunny side. Upward surface sensible and latent heat
fluxes are modulated accordingly to compensate for the change in surface
solar fluxes. Snow water equivalent and surface albedo both show decreases on
the sunny side of the mountains, indicating more snowmelt and hence reduced
snow albedo associated with more solar insolation due to mountain effect.
Soil moisture increases on the sunny side of the mountains due to enhanced
snowmelt, while decreases on the shaded side. Substantial differences are
found in the morning hours from 8–10 a.m. and in the afternoon around
3–5 p.m., while differences around noon and in the early morning and late
afternoon are comparatively smaller. Variation in the surface energy balance
can also affect atmospheric processes, such as cloud fields, through the
modulation of vertical thermal structure. Negative changes of up to
−40 g m&lt;sup&gt;−2&lt;/sup&gt; are found in the cloud water path, associated with
reductions in the surface insolation over the cloud region. The day-averaged
deviations in the surface solar flux are positive over the mountain areas and
negative in the valleys, with a range between −12~12 W m&lt;sup&gt;−2&lt;/sup&gt;.
Changes in sensible and latent heat fluxes and surface skin temperature
follow the solar insolation pattern. Differences in the domain-averaged
diurnal variation over the Sierras show that the mountain area receives more
solar insolation during early morning and late afternoon, resulting in
enhanced upward sensible heat and latent heat fluxes from the surface and a
corresponding increase in surface skin temperature. During the middle of the
day, however, the surface insolation and heat fluxes show negative changes,
indicating a cooling effect. Hence overall, the diurnal variations of surface
temperature and surface fluxes in the Sierra-Nevada are reduced through the
interactions of radiative transfer and mountains. The hourly differences of
the surface solar insolation in higher elevated regions, however, show
smaller magnitude in negative changes during the middle of the day and
possibly more solar fluxes received during the whole day.</p>
</abstract>
<counts><page-count count="12"/></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"> Beljaars, A. C. M.: The parameterization of surface fluxes in large-scale models under free convection, Q. J. Roy. Meteor. Soc., 121, 255–270, 1994. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Bonan, G. B.: Ecological Climatology: Concepts and Applications, Cambridge Univ. Press, New York, USA, 678 pp., 2002. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Chen, F., and Dudhia, J.: Coupling an advanced land-surface/ hydrology model with the Penn State/ NCAR MM5 modeling system. Part I: Model description and implementation. Mon. Weather Rev., 129, 569–585, 2001. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Chen, Y., Hall, A., and Liou, K. N.: Application of three-dimensional solar radiative transfer to mountains, J. Goephys. Res., 111, D21111, http://dx.doi.org/10.1029/2006JD007163doi:10.1029/2006JD007163, 2006. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Dyer, A. J. and Hicks, B. B.: Flux-gradient relationships in the constant flux layer, Q. J. Roy. Meteor. Soc., 96, 715–721, 1970. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Fu, Q. and Liou, K. N.: On the correlated $k$-distribution method for radiative transfer in nonhomogeneous atmospheres, J. Atmos. Sci., 49, 2139–2156, 1992. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Fu, Q. and Liou, K. N.: Parameterization of the radiative properties of cirrus clouds, J. Atmos. Sci., 50, 2008–2025, 1993. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Geiger, R.,: The Climate Near the Ground, Harvard Univ. Press, Cambridge, 611 pp., 1965. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Gu, L., Baldocchi, D., Verma, S. B., Black, T. A., Vesala, T., Falge, E. M., and Dowty, P. R.: Advantages of diffuse radiation for terrestrial eco-system productivity, J. Geophys. Res., 107, 4050, http://dx.doi.org/10.1029/2001JD001242doi:10.1029/2001JD001242, 2002. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Gu, Y., Liou, K. N., Chen, W., and Liao, H.: Direct climate effect of black carbon in China and its impact on dust storms, J. Geophys. Res., 115, D00K14, http://dx.doi.org/10.1029/2009JD013427doi:10.1029/2009JD013427, 2010. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Gu, Y., Liou, K. N., Ou, S. C., and Fovell, R.: Cirrus cloud simulations using WRF with improved radiation parameterization and increased vertical resolution, J. Geophys. Res., 116, D06119, http://dx.doi.org/10.1029/2010JD014574doi:10.1029/2010JD014574, 2011. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Hong, S.-Y. and Pan, H.-L.: Nonlocal boundary layer vertical diffusion in a medium-range forecast model, Mon. Weather Rev., 124, 2322–2339, 1996. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Johnson, R. H., Ciesielski, P. E., L&apos;Ecuyer, T. S., and Newman, A. J.: Diurnal cycle of convection during the 2004 North American Monsoon Experiment, J. Clim., 23, 1060–1078, 2010. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Kain, J. S. and Fritsch, J. M.: A one-dimensional entraining/detraining plume model and its application in convective parameterization, J. Atmos. Sci., 47, 2784–2802, 1990. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Kain, J. S. and Fritsch, J. M.: Convective parameterization for mesoscale models: The Kain-Fritcsh scheme, The representation of cumulus convection in numerical models, edited by: Emanuel, K. A. and D. J. Raymond, Amer. Meteor. Soc., 246 pp., 1993. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Lee, W. L. and Liou, K. N.: A coupled atmosphere-ocean radiative transfer system using the analytic for-stream approximation, J. Atmos. Sci., 64, 3681–3694, 2007. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Lee, W. L., Liou, K. N., and Hall, A.: Parameterization of solar fluxes over mountain surfaces for application to climate models, J. Geophys. Res., 116, D01101, http://dx.doi.org/10.1029/2010JD014722doi:10.1029/2010JD014722, 2011. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Lee, W.-L., Liou, K. N., and Wang, C.-C.:~Impact of 3-D topography on surface radiation budget over the Tibetan Plateau, Theor. Appl. Climatol., http://dx.doi.org/10.1007/s00704-012-0767-ydoi:10.1007/s00704-012-0767-y, 2012. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Lin, Y.-L., Farley, R. D., and Orville, H. D.: Bulk parameterization of the snow field in a cloud model, J. Climate Appl. Meteor., 22, 1065–1092, 1983. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Liou, K. N.: An Introduction to Atmospheric Radiation, 2nd ed., 583 pp., Academic, San Diego, California, USA, 2002. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Liou, K. N., Lee, W.-L., and Hall, A.: Radiative transfer in mountains: Application to the Tibetan Plateau, Geophys. Res. Lett., 34, L23809, http://dx.doi.org/10.1029/2007GL031762doi:10.1029/2007GL031762, 2007. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Liou, K. N., Gu, Y., Lee, W., Chen, Y., and Yang, P.: Some unsolved problems in atmospheric radiative transfer: Implication on climate research in the Asia-Pacific Region, in: Recent Progress in Atmospheric Sciences: Applications to the Asia-Pacific region, World Scientific Publishing Co., Singapore, 307–325 pp., 2008. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Müller, M. D. and Scherer, D.: A grid- and subgrid-scale radiation parameterization of topographic effects for mesoscale weather forecast models, Mon. Weather Rev., 13, 1431–1442, 2005. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Paulson, C. A.: The mathematical representation of wind speed and temperature profiles in the unstable atmospheric surface layer, J. Appl. Meteor., 9, 857–861, 1970. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Rutledge, S. A., and Hobbs, P. V.: The mesoscale and microscale structure and organization of clouds and precipitation in midlatitude cyclones. XII: A diagnostic modeling study of precipitation development in narrow cloud-frontal rainbands, J. Atmos. Sci., 20, 2949–2972, 1984. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Skamarock, W. C., Klemp, J. B., Dudhia, J., Gill, D. O., Barker, D. M., Wang, W., and Powers, J. G.: A description of the Advanced Research WRF Version 2, NCAR Tech. Note 468+STR, 88 pp., Natl. Cent. for Atmos. Res., Boulder, CO, USA, 2005. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Webb, E. K.: Profile relationships: The log-linear range, and extension to strong stability, Q. J. Roy. Meteor. Soc., 96, 67–90, 1970. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Zhang, D.-L. and Anthes, R. A.: A high-resolution model of the planetary boundary layer – sensitivity tests and comparisons with SESAME–79 data, J. Appl. Meteor., 21, 1594–1609, 1982. </mixed-citation>
</ref>
</ref-list>
</back>
</article>