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<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-10-769-2010</article-id>
<title-group>
<article-title>Weather response to a large wind turbine array</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Barrie</surname>
<given-names>D. B.</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>Kirk-Davidoff</surname>
<given-names>D. B.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>University of Maryland Department of Atmospheric and Oceanic Science, College Park, MD, USA</addr-line>
</aff>
<pub-date pub-type="epub">
<day>26</day>
<month>01</month>
<year>2010</year>
</pub-date>
<volume>10</volume>
<issue>2</issue>
<fpage>769</fpage>
<lpage>775</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/10/769/2010/acp-10-769-2010.html">This article is available from http://www.atmos-chem-phys.net/10/769/2010/acp-10-769-2010.html</self-uri>
<self-uri xlink:href="http://www.atmos-chem-phys.net/10/769/2010/acp-10-769-2010.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys.net/10/769/2010/acp-10-769-2010.pdf</self-uri>
<abstract>
<p>Electrical generation by wind turbines is increasing rapidly, and has been
projected to satisfy 15% of world electric demand by 2030. The extensive
installation of wind farms would alter surface roughness and significantly
impact the atmospheric circulation due to the additional surface roughness
forcing. This forcing could be changed deliberately by adjusting the
attitude of the turbine blades with respect to the wind, which would enable
the &quot;management&quot; of a large array of wind turbines. Using a General
Circulation Model (GCM), we represent a continent-scale wind farm as a
distributed array of surface roughness elements. Here we show that initial
disturbances caused by a step change in roughness grow within four and a
half days such that the flow is altered at synoptic scales. The growth rate
of the induced perturbations is largest in regions of high atmospheric
instability. For a roughness change imposed over North America, the induced
perturbations involve substantial changes in the track and development of
cyclones over the North Atlantic, and the magnitude of the perturbations
rises above the level of forecast uncertainty.</p>
</abstract>
<counts><page-count count="7"/></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"> Archer, C. L. and Jacobson, M. Z.: Evaluation of global wind power, J. Geophys. Res., 110, D12110, doi:10.1029/2004JD005462. 2005. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Aubrey, C., Pullen, A., Zervos, A., and Teske, S.: Global wind energy outlook 2006, Global Wind Energy Council (GWEC), Brussels, 2006. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Baidya Roy, S., Pacala, S. W., and Walko, R. L.: Can wind farms affect local meteorology?, J. Geophys. Res., 109, D19101, doi:10.1029/2004JD004763, 2004. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Barlage, M. and Zeng, X.: The effects of observed fractional vegetation cover on the land surface climatology of the community land model, J. Hydrometeorol., 5, 823–830, 2004. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Collins, W. D., Rasch, P. J., Boville, B. A., et al.: Description of the NCAR Community Atmosphere Model (CAM~3.0), NCAR technical note, NCAR/TN-464+STR, 2004. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Collins, W. D., Bitz, C. M., Blackmon, M. L., et al.: The community climate system model version~3 (CCSM3), J. Climate, 19, 2122–2143, 2006. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Department of Energy: Wind Energy for Rural Economic Development, United States Department of Energy, Office of Energy Efficiency and Renewable Energy, Washington, DOE/GO-102004-1826, 2004. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Department of Energy: 20% wind energy by 2030 increasing wind energy&apos;s contribution to the U.S. electricity supply, United States Department of Energy, Office of Energy Efficiency and Renewable Energy, Washington, DOE/GO-102008-2567, 2008. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Dorman, L. E., Khilji, N., Sastri, B., et al.: International Energy Outlook 2007, United States Department of Energy, Office of Integrated Analysis and Forecasting, Washington, DOE/EIA-0484(2007), 2007. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Elliott, D., Holladay, C. G., Barchet, W. R., Foote, H. P., and Sandusky, W. F.: Wind energy resource atlas of the United States, Department of Energy, DOE/CH 10093-4, 1986. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Elliott, D. L., Wendell, L. L., and Gower, G. L.: An Assessment of the Available Windy Land Area and Wind Energy Potential in the Contiguous United States, Pacific Northwest Laboratory, PNL-7789, 1991. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Frandsen, S.: Turbulence and turbulence-generated structural loading in wind turbin clusters, Riso National Laboratory, Riso-R-1188(EN), 2007. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Hoffman, R. N.: Controlling the global weather, B. Am. Meteorol. Soc., 83, 241–248, 2002. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Hoffman, R. N., Henderson, J. M., Leidner, S. M., Grassotti, C., and Nehrkorn, T.: The response of damaging winds of a simulated tropical cyclone to finite-amplitude perturbations of different variables, J. Atmos. Sci., 63, 1924–1937, 2006. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Keith, D., DeCarolis, J. F., Denkenberger, D. C., et al.: The influence of large-scale wind power on global climate, P. Natl. Acad. Sci. USA, 101, 16115–16120, 2004. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Kirk-Davidoff, D. B. and Keith, D.: On the climate impact of surface roughness anomalies, J. Atmos. Sci., 85, 2215–2234, 2008. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Kwa, C.: The rise and fall of weather modification: changes in American attitudes towards technology, nature, and society, Changing the Atmosphere: Expert Knowledge and Environmental Governance, 1st ed., edited by: Miller, C., pp. 135–165, The MIT Press, Cambridge, 2001. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Langmuir, I.: Control of precipitation from cumulus clouds by various seeding techniques, Science, 112, 35–41, 1950. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Lettau, H.: Note on aerodynamic roughness-parameter estimation on the basis of roughness-element description, J. Appl. Meteorol., 8, 828–832, 1969. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Lorenz, E. N.: Deterministic nonperiodic flow, J. Atmos. Sci., 20, 130–141, 1963. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Lorenz, E. N.: Atmospheric predictability as revealed by naturally occurring analogues, J. Atmos. Sci., 26, 636–646, 1969. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Lu, X., McElroy, M., and Kiviluoma, J.: Global potential for wind-generated electricity, P. Natl. Acad. Sci. USA, 106, 10933–10938, 2009. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Macdonald, R. W., Griffiths, R. F., and Hall, D. J.: An improved method for the estimation of surface roughness of obstacle arrays, Atmos. Environ., 32, 1857–1864, 1998. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Medici, D.: Wind turbine wakes – control and vortex shedding, KTM Mechanics, Royal Institute of Technology, Stockholm, 2004. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Pacala, S. and Socolow, R.: Stabilization wedges: solving the climate problem for the next 50 years with current technologies, Science, 305, 968–972, 2004. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Petersen, R.: A wind tunnel evaluation of methods for estimating surface roughness length at industrial facilities, Atmos. Environ., 31, 45–57, 1997. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Schaefer, V. J.: The production of ice crystals in a cloud of supercooled water droplets, Science, 104, 457–459, 1946. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Schubert, S. D. and Suarez, M.: Dynamical predictability in a simple general circulation model: average error growth, J. Atmos. Sci., 46, 353–370, 1989. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> Toth, Z. and Kalnay, E.: Ensemble forecasting at NMC: the generation of perturbations, B. Am. Meteorol. Soc., 74, 2317–2330, 1993. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> Willoughby, H. E., Jorgensen, D. P., Black, R. A., and Rosenthal, S. L.: Project Stormfury: a scientific chronicle, B. Am. Meteorol. Soc., 66, 505–514, 1985. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> Wiser, R. and Bolinger, M.: Annual report on U.S. wind power installation, cost, and performance trends: 2006, United States Department of Energy, Office of Energy Efficiency and Renewable Energy, Washington, DOE/GO-102007-2433, 2007. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> Vermeer, L. J., Sorensen, J. N., and Crespo, A.: Wind turbine wake aerodynamics, Prog. Aerosp. Sci., 39, 467–510, 2003. </mixed-citation>
</ref>
</ref-list>
</back>
</article>