<?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">ACPD</journal-id>
<journal-title-group>
<journal-title>Atmospheric Chemistry and Physics Discussions</journal-title>
<abbrev-journal-title abbrev-type="publisher">ACPD</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1680-7375</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/acpd-8-18385-2008</article-id>
<title-group>
<article-title>Relating observations of contrail persistence to numerical weather analysis output</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Duda</surname>
<given-names>D. P.</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>Palikonda</surname>
<given-names>R.</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>Minnis</surname>
<given-names>P.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>National Institute of Aerospace, Hampton, VA, USA</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Science Systems and Applications, Inc., Hampton, VA, USA</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Science Directorate, NASA Langley Research Center, Hampton, VA, USA</addr-line>
</aff>
<pub-date pub-type="epub">
<day>21</day>
<month>10</month>
<year>2008</year>
</pub-date>
<volume>8</volume>
<issue>5</issue>
<fpage>18385</fpage>
<lpage>18407</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-discuss.net/8/18385/2008/acpd-8-18385-2008.html">This article is available from http://www.atmos-chem-phys-discuss.net/8/18385/2008/acpd-8-18385-2008.html</self-uri>
<self-uri xlink:href="http://www.atmos-chem-phys-discuss.net/8/18385/2008/acpd-8-18385-2008.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys-discuss.net/8/18385/2008/acpd-8-18385-2008.pdf</self-uri>
<abstract>
<p>The potential for using high-resolution meteorological data from two
operational numerical weather analyses (NWA) to diagnose and predict
persistent contrail formation is evaluated using two independent contrail
observation databases. Contrail occurrence statistics derived from surface
and satellite observations between April 2004 and June 2005 are matched to
the humidity, vertical velocity, wind shear and atmospheric stability
derived from analyses from the Rapid Update Cycle (RUC) and the Advanced
Regional Prediction System (ARPS) models. The relationships between contrail
occurrence and the NWA-derived statistics are analyzed to determine under
which atmospheric conditions persistent contrail formation is favored within
NWAs. Humidity is the most important factor determining whether contrails
are short-lived or persistent, and persistent contrails are more likely to
appear when vertical velocities are positive, and more likely to spread when
the atmosphere is less stable. Although artificial upper limits on upper
tropospheric humidity within the NWAs prevent a direct quantitative
agreement of model data with contrail formation theory, logistic regression
or similar statistical methods may improve the prediction of contrail
occurrence.</p>
</abstract>
<counts><page-count count="23"/></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"> Appleman, H.: The formation of exhaust condensation trails by jet aircraft, B. Am. Meteor. Soc., 34, 14–20, 1953. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Benjamin, S. G., Dévényi, D., Weygandt, S. S., Brundage, K. J., Brown, J. M., Grell, G. A., Kim, D., Schwartz, B. E., Smirnova, T. G., Smith, T. L., and Manikin, G. S.: An hourly assimilation–forecast cycle: The RUC, Mon. Weather Rev., 132, 495–518, 2004. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Brooks, D. R. and Mims, III, F. M.: Development of an inexpensive handheld LED-based Sun photometer for the GLOBE program, J. Geophys. Res., 106(D5), 4733–4740, 2001. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Garber, D., Minnis, P., and Costulis, P. K.: A commercial flight track database for upper tropospheric aircraft emission studies over the USA and southern Canada, Meteorol. Z., 14, 445–452, 2005. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Hansen, J., Sato, M., Ruedy, R., Nazarenko, L., Lacis, A., Schmidt, G. A., Russell, G., Aleinov, I., Bauer, M., Bauer, S., Bell, N., Cairns, B., Canuto, V., Chandler, M., Cheng, Y., Del Genio, A., Faluvegi, G., Fleming, G., Friend, A., Hall, T., Jackman, C., Kelley, M., Kiang, N., Koch, D., Lean, J., Lerner, J., Lo. K., Menon, S., Miller, R., Minnis, P., Novakov, T., Oinas, V., Perlwitz, Ja., Perlwitz, Ju., Rind, D., Romanou, A., Shindell, D., Stone, P., Sun, S., Tausnev, N., Thresher, D., Wielicki, B., Wong, T., Yao, M., and Zhang, S.: Efficacy of climate forcings, J. Geophys. Res., 110, D18104, doi:10.1029/2005JD005776, 2005. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Jackson, A., Newton, B., Hahn, D., and Bussey, A.: Statistical contrail forecasting, J. Appl. Meteorol., 40, 269–279, 2001. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Jensen, E. J., Ackerman, A. S., Stevens, D. E., Toon, O. B., and Minnis, P.: Spreading and growth of contrails in a sheared environment, J. Geophys. Res., 103, 31 557–31 567, 1998. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Lee, T. F.: Jet contrail identification using the AVHRR infrared split window, J. Appl. Meteorol., 28, 993–995, 1989. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Mannstein, H., Meyer, R., and Wendling, P.: Operational detection of contrails from NOAA-AVHRR data, Intl. J. Remote Sens., 20, 1641–1660, 1999. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Marquart, S. and Mayer, B.: Towards a reliable GCM estimation of contrail radiative forcing, Geophys. Res. Lett., 29(8), 119, doi:10.1029/2001GL014075, 2002. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Miloshevich, L. M., Vömel, H., Paukkunen, A., Heymsfield, A. J., and Oltmans, S. J.: Characterization and correction of relative humidity measurements from Vaisala RS80-A radiosondes at cold temperatures, J. Atmos. Ocean. Tech., 18, 135–156, 2001. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Minnis, P., Ayers, J. K., Nordeen, M. L., and Weaver, S. P.: Contrail frequency over the United States from surface observations, J. Climate, 16, 3447–3462, 2003. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Minnis, P., Ayers, J. K., Palikonda, R., and Phan, D.: Contrails, cirrus trends, and climate, J. Climate, 17, 1671–1683, 2004. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Minnis, P., Palikonda, R., Walter, B. J., Ayers, J. K., and Mannstein, H.: Contrail properties over the eastern North Pacific from AVHRR data, Meteorol. Z., 14, 515–523, 2005a. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Minnis, P., Yi, Y., Huang, J., and Ayers, J. K.: Relationships between radiosonde and RUC-2 meteorological conditions and cloud occurrence determined from ARM data, J. Geophys. Res., 110, D23204, doi:10.1029/2005JD006005, 2005b. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Minnis, P., Young, D., Nguyen, L., Smith, W., Garber, D., Doelling, D., Duda, D., Chang, F.-L., Arduini, R., Avey, L., Ayers, J. K., Brown, R., Chakrapani, V., Spangenberg, D., Gibson, S., Houser, S., Huang, J., Chee, T., Khaiyer, M, Miller, W., Nordeen, M., Palikonda, R., Chen, Y., Sun-Mack, S., Trepte, Q., Yi, H., Yost, C., and Heck, P.: Satellite imagery and cloud products page, http://www-angler.larc.nasa.gov/satimage/products.html, last access: 17 October 2008, 2008. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> O&apos;Shea, R. P.: Thumb&apos;s rule tested: visual angle of thumb&apos;s width is about 2 deg, Perception, 20(3), 415–418, doi:10.1068/p200415, 1991. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Palikonda, R., Minnis, P., Duda, D. P., and Mannstein, H.: Contrail coverage derived from 2001 AVHRR data over the continental United States of America and surrounding areas, Meteorol. Z., 14, 525–536, 2005. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Schumann, U.: On conditions for contrail formation from aircraft exhausts, Meteor. Z., 5, 4–23, 1996. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Travis, D. J., Carleton, A. M., and Changnon, S. A.: An empirical model to predict widespread occurrences of contrails, J. Appl. Meteorol., 36, 1211–1220. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Wilks, D. S.: Statistical Methods in the Atmospheric Sciences, International Geophysics Series, 59, Academic Press, San Diego, 467 pp., 1995. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Xue, M., Wang, D.-H., Gao, J.-D., Brewster, K., and Droegemeier, K. K.: The Advanced Regional Prediction System (ARPS), storm-scale numerical weather prediction and data assimilation, Meteorol. Atmos. Phys., 82, 139–170, 2003. </mixed-citation>
</ref>
</ref-list>
</back>
</article>