<?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">BG</journal-id>
<journal-title-group>
<journal-title>Biogeosciences</journal-title>
<abbrev-journal-title abbrev-type="publisher">BG</abbrev-journal-title>
<abbrev-journal-title abbrev-type="nlm-ta">Biogeosciences</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1726-4189</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/bg-10-6929-2013</article-id>
<title-group>
<article-title>Ratios among atmospheric trace gases together with winds imply exploitable information for bird navigation: a model elucidating experimental results</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Wallraff</surname>
<given-names>H. G.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Max Planck Institute for Ornithology, 82319 Seewiesen/Starnberg, Germany</addr-line>
</aff>
<pub-date pub-type="epub">
<day>04</day>
<month>11</month>
<year>2013</year>
</pub-date>
<volume>10</volume>
<issue>11</issue>
<fpage>6929</fpage>
<lpage>6943</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2013 H. G. Wallraff</copyright-statement>
<copyright-year>2013</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://bg.copernicus.org/articles/10/6929/2013/bg-10-6929-2013.html">This article is available from https://bg.copernicus.org/articles/10/6929/2013/bg-10-6929-2013.html</self-uri>
<self-uri xlink:href="https://bg.copernicus.org/articles/10/6929/2013/bg-10-6929-2013.pdf">The full text article is available as a PDF file from https://bg.copernicus.org/articles/10/6929/2013/bg-10-6929-2013.pdf</self-uri>
<abstract>
<p>A model of avian goal-oriented navigation is described
that is based on two empirical findings building a bridge from ornithology
to atmospheric chemistry. (1) To orient their courses homeward from distant
unfamiliar areas, homing pigeons require long-term exposure to undisturbed
winds at the home site and olfactory access to the environmental air at home
and abroad. (2) Above Germany, ratios among some atmospheric trace gases
vary along differently oriented spatial gradients  as well as   depending on
wind direction. The model emulates finding (1) by utilising the analysed air
samples on which finding (2) is based. Starting with an available set of 46 omnipresent
compounds, virtual pigeons determine the profile of relative
weights among them at each of 96 sites regularly distributed around a
central home site within a radius of 200 km and compare this profile with
corresponding profiles determined at home under varying wind conditions.
Referring to particular similarities and dissimilarities depending on
home-wind direction, they try to estimate, at each site, the compass
direction they should fly in order to approach home. To make the model work,
an iterative algorithm imitates evolution by modifying sensitivity to the
individual compounds stepwise at random. In the course of thousands of
trial-and-error steps it gradually improves homeward orientation by
selecting smaller sets of most useful and optimally weighted substances from
whose proportional configurations at home and abroad it finally derives
navigational performances similar to those accomplished by real pigeons. It
is concluded that the dynamic chemical atmosphere most likely contains
sufficient spatial information for home-finding over hundreds of kilometres
of unfamiliar terrain. The underlying chemo-atmospheric processes remain to
be clarified.</p>
</abstract>
<counts><page-count count="15"/></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">Able, K. P.: The debate over olfactory navigation by homing pigeons, J. Exp. Biol., 199, 121–124, 1996.</mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple">Able, K. P.: The concepts and terminology of bird navigation, J. Avian Biol., 32, 174–183, 2000.</mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple">Batschelet, E.: Circular statistics in biology. Academic Press, London, 1981.</mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple">Becker, J. and van Raden, H.: Meteorologische Gesichtspunkte zur olfaktorischen Navigationshypothese, J. Ornithol., 127, 1–8, 1986.</mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple">Boström, J. E., Åkesson, S., and Alerstam, T.: Where on earth can animals use a geomagnetic bi-coordinate map for navigation?, Ecography, 35, 1039–1047, 2012.</mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple">Gagliardo, A.: Forty years of olfactory navigation in birds, J. Exp. Biol., 216, 2165–2171, 2013.</mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple">Gagliardo, A., Bried, J., Lambardi, P., Luschi, P., Wikelski, M., and Bonadonna, F.: Oceanic navigation in Cory&apos;s shearwaters: evidence for a crucial role of olfactory cues for homing after displacement, J. Exp. Biol., 216, 2798–2805, 2013.</mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple">Ioalè, P., Nozzolini, M., and Papi, F.: Homing pigeons do extract directional information from olfactory stimuli, Behav. Ecol. Sociobiol., 26, 301–305, 1990.</mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple">Kramer, G.: Experiments on bird orientation, Ibis, 94, 265–285, 1952.</mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple">Merkel, F. W. and Wiltschko, W.: Magnetismus und Richtungsfinden zugunruhiger Rotkehlchen (&lt;i&gt;Erithacus rubecula&lt;/i&gt;), Vogelwarte, 23, 71–77, 1965.</mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple">Papi, F.: Pigeon navigation: solved problems and open questions, Monit. Zool. Ital. (N. S.), 20, 471–517, 1986.</mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple">Papi, F.: Pigeons use olfactory cues to navigate, Ethol. Ecol. Evol., 1, 219–231, 1989.</mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple">Papi, F.: Olfactory navigation, in: Orientation in birds, edited by: Berthold, P., Birkhäuser, Basel, 52–85, 1991.</mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple">Papi, F., Fiore, L., Fiaschi, V., and Benvenuti, S.: The influence of olfactory nerve section on the homing capacity of carrier pigeons, Monit. Zool. Ital. (N.S.), 5, 265–267, 1971.</mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple">Papi, F., Ioalè, P., Fiaschi, V., Benvenuti, S., and Baldaccini, N. E.: Olfactory navigation of pigeons: the effect of treatment with odorous air currents, J. Comp. Physiol., 94, 187–193, 1974.</mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple">Schmidt-Koenig, K.: Über die Entfernung als Parameter bei der Anfangsorientierung der Brieftaube, Z. vergl. Physiol., 52, 33–55, 1966.</mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple">Schmidt-Koenig, K.: Entfernung und Heimkehrverhalten der Brieftaube, Z. vergl. Physiol., 68, 39–48, 1970.</mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple">Waldvogel, J. A.: Olfactory navigation in homing pigeons: are the current models atmospherically realistic?, Auk, 104, 369–379, 1987.</mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple">Waldvogel, J. A.: Olfactory orientation in birds, Curr. Ornithol., 6, 269–321, 1989.</mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple">Wallraff, H. G.: Simulated navigation based on assumed gradients of atmospheric trace gases (models on pigeon homing, part 2), J. Theor. Biol., 138, 11–528, 1989.</mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple">Wallraff, H. G.: Navigation by homing pigeons, Ethol. Ecol. Evol., 2, 81–115, 1990.</mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple">Wallraff, H. G.: Seven theses on pigeon homing deduced from empirical findings, J. Exp. Biol., 199, 105–111, 1996.</mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple">Wallraff, H. G.: Simulated navigation based on observed gradients of atmospheric trace gases (models on pigeon homing, part 3), J. Theor. Biol., 205, 133–145, 2000.</mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple">Wallraff, H. G.: Navigation by homing pigeons: updated perspective, Ethol. Ecol. Evol., 13, 1–48, 2001.</mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple">Wallraff, H. G.: Avian olfactory navigation: its empirical foundation and conceptual state, Anim. Behav., 67, 189–204, 2004.</mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple">Wallraff, H. G.: Avian navigation: pigeon homing as a paradigm, Springer, Berlin, 2005a.</mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple">Wallraff, H. G.: Beyond familiar landmarks and integrated routes: goal-oriented navigation by birds, Connect. Sci, 17, 91–106, 2005b.</mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple">Wallraff, H. G.: Pigeon homing as a model case of goal-oriented navigation, in: Encyclopedia of animal behavior, vol 2, edited by: Breed, M. D. and Moore, J., Academic Press, Oxford, 713–722, 2010.</mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple">Wallraff, H. G. and Andreae, M. O.: Spatial gradients in ratios of atmospheric trace gases: a study stimulated by experiments on bird navigation, Tellus, 52, 1138–1157, 2000.</mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple">Williams, J.: Organic trace gases in the atmosphere: an overview, Environ. Chem., 1, 125–136, 2004.</mixed-citation>
</ref>
</ref-list>
</back>
</article>