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<article xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:oasis="http://docs.oasis-open.org/ns/oasis-exchange/table" dtd-version="3.0"><?xmltex \bartext{14th EMS Annual Meeting \& 10th European Conference on Applied Climatology (ECAC)}?>
  <front>
    <journal-meta>
<journal-id journal-id-type="publisher">ASR</journal-id>
<journal-title-group>
<journal-title>Advances in Science and Research</journal-title>
<abbrev-journal-title abbrev-type="publisher">ASR</abbrev-journal-title>
<abbrev-journal-title abbrev-type="nlm-ta">Adv. Sci. Res.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1992-0636</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/asr-12-45-2015</article-id><title-group><article-title>Waterspout cloud top detection using MSG SEVIRI infrared brightness
temperature over the northern Ionian Sea, Greece</article-title>
      </title-group><?xmltex \runningtitle{Waterspout cloud top detection}?><?xmltex \runningauthor{K.~Papachristopoulou et al.}?>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes" rid="aff1 aff2">
          <name><surname>Papachristopoulou</surname><given-names>K.</given-names></name>
          <email>kpapachr@phys.uoa.gr</email>
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff2 aff3">
          <name><surname>Matsangouras</surname><given-names>I. T.</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff2">
          <name><surname>Nastos</surname><given-names>P. T.</given-names></name>
          
        <ext-link>https://orcid.org/0000-0001-9336-6586</ext-link></contrib>
        <aff id="aff1"><label>1</label><institution>Department of Environmental Physics and Meteorology, Faculty of Physics, University of Athens, <?xmltex \hack{\newline}?> Athens, Greece</institution>
        </aff>
        <aff id="aff2"><label>2</label><institution>Laboratory of Climatology and Atmospheric Environment, Faculty of Geology and Geoenvironment, University of Athens, Athens, Greece</institution>
        </aff>
        <aff id="aff3"><label>3</label><institution>Hellenic National Meteorological Service, Athens, Greece</institution>
        </aff>
      </contrib-group>
      <author-notes><corresp id="corr1">K. Papachristopoulou (kpapachr@phys.uoa.gr)</corresp></author-notes><pub-date><day>13</day><month>April</month><year>2015</year></pub-date>
      
      <volume>12</volume>
      <issue>1</issue>
      <fpage>45</fpage><lpage>49</lpage>
      <history>
        <date date-type="received"><day>15</day><month>January</month><year>2015</year></date>
           <date date-type="accepted"><day>23</day><month>March</month><year>2015</year></date>
      </history>
      <permissions>
<license license-type="open-access">
<license-p>This work is licensed under a Creative Commons Attribution 3.0 Unported License. To view a copy of this license, visit <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/3.0/">http://creativecommons.org/licenses/by/3.0/</ext-link></license-p>
</license>
</permissions><self-uri xlink:href="https://asr.copernicus.org/articles/12/45/2015/asr-12-45-2015.html">This article is available from https://asr.copernicus.org/articles/12/45/2015/asr-12-45-2015.html</self-uri>
<self-uri xlink:href="https://asr.copernicus.org/articles/12/45/2015/asr-12-45-2015.pdf">The full text article is available as a PDF file from https://asr.copernicus.org/articles/12/45/2015/asr-12-45-2015.pdf</self-uri>


      <abstract>
    <p>Waterspouts pose a significant threat for coastal areas, maritime activities
and structures and thus their study is essential. They are frequently
occurring in the Mediterranean Sea and particularly in the northern coasts.
A vulnerable area of waterspout formation is the Ionian Sea according to
recent research and especially the water body around Corfu Island, Greece.
The Laboratory of Climatology and Atmospheric Environment of the University
of Athens has assembled a detailed database of waterspout events, providing
additional information such as location and time of these events; valuable
information for the methodology followed.</p>
    <p>In this study, the waterspout data base concerns events from 20 March 2007
to 31 December 2013. Thus, a total of 74 events were recorded and
catalogued on 47 days, as there were days with multiple waterspout events.
The aim of this study is to investigate the temporal evolution of brightness
temperature on tops of waterspout parent clouds that triggered the formation
of single or multiple waterspout events, based on the aforementioned
database. The cloud top temperature was assessed by using channel at
10.8 <inline-formula><mml:math display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>m MSG SEVIRI Level 1.5 Image Data product. The minimum brightness
temperature of the cloud top around the waterspout location for four
different examined radiuses was estimated during 60 min prior to and
after waterspout formation. Results are illustrated in terms of seasonal
analysis. During autumn season a decrease of brightness temperature (colder
values) was detected at waterspout parent cloud close to waterspout
formation.</p>
  </abstract>
    </article-meta>
  </front>
<body>
      

<sec id="Ch1.S1" sec-type="intro">
  <title>Introduction</title>
      <p>The characteristics of waterspouts have been described in detail by
Golden (1968, 1971, 1973, 1974a, b, 1977, 2003), Leverson et al. (1977),
Simpson et al. (1991), Golden and
Sabones (1991), Golden and Bluestein (1993), Wakimoto and
Lew (1993), and Rennó and Bluestein (2001). Waterspouts
usually form under convective clouds (Golden, 1974a). Regions of local
horizontal shear lines separating the updrafts from the downdrafts are
favored for waterspout genesis (Golden, 1974a; Hess and Spillane, 1990),
although this condition is necessary it is not a sufficient condition for
waterspout formation (Simpson et al., 1991).</p>
      <p>Waterspouts are not rare phenomena in the Mediterranean basin. Several
publications during the last years presented their occurrence (e.g. Giaiotti
et al., 2007; Gayà, 2011; Nastos and Matsangouras, 2010; Sioutas, 2011;
Groenemeijer and Kühne, 2014; Matsangouras et al., 2014a). Regarding
waterspout activity in Greece, the Laboratory of Climatology and Atmospheric
Environment (LACAE, <uri>http://lacae.geol.uoa.gr</uri>) at the University of Athens,
developed an open-ended online tornado reporting system
(<uri>http://tornado.geol.uoa.gr</uri>), contributing to the compilation of a
climatology of these extreme weather events (Matsangouras et al., 2014a;
Matsangouras and Nastos, 2014). In particular, Matsangouras et al. (2014a),
based on 2000–2012 tornado and waterspout database, showed that waterspouts
have an annual mean of 27.64 event in Greece. Moreover, the most vulnerable
areas for waterspout formation were around Crete island (in southern
Greece), along the western parts of Greece, and over the northern Ionian Sea
(Corfu, Fig. 1), with an annual mean of 11.23, 9.69, and 6.92,
respectively. Keul et al. (2009), Sioutas and Keul (2007), and Matsangouras et al. (2014b) presented a
spatial and temporal analysis of waterspout thermodynamic characteristics
over the Ionian, and the Aegean Sea. Moreover, specific synoptic types
favouring waterspout formation over the northern Ionian Sea were classified
by Matsangouras et al. (2013), and an analysis of composite synoptic
conditions relating to tornado and waterspout formation over western Greece
was carried out by Nastos and Matsangouras (2012, 2014). Based on the
above-mentioned tornado database, a systematic scientific research project
is in progress at LACAE, analyzing significant tornado case studies,
numerical simulations, and investigating the contribution of Greek complex
topography in tornadogenesis (e.g. Matsangouras and Nastos, 2010;
Matsangouras et al., 2011, 2014c).</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F1"><caption><p>Spatial resolution of waterspout activity over the northern
Ionian Sea and the area of study (blue line). Numerous waterspout events lie
under the waterspout symbols, due to low resolution of the image.</p></caption>
        <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://asr.copernicus.org/articles/12/45/2015/asr-12-45-2015-f01.pdf"/>

      </fig>

      <p>Remote sensing data (e.g. satellite or radar data) accelerated the
enviromental research, by calculating significant atmospheric variables
(e.g. temperature, wind, pressure) based on remote sensors for specific
times and locations. Several publications (e.g.
Barbosa et al., 2011; Barbosa and Ertürk, 2009; Bedka, 2011) illustrated
the usage of Cloud Top Temperature (CTT) remote sensing variable, obtained
from the infrared spectrum channel of 10.8 <inline-formula><mml:math display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>m, as an essential tool in
cloud top detection applications and measuring the cloud top brightness
temperature (BT). Papachristopoulou et al. (2014) presented a seasonal
analysis of BT evolution during waterspout formation over the southern
Aegean Sea.</p>
      <p>In this study, a recent dataset of waterspout activity over the northern
Ionian Sea is examined, with the implementation of weather satellite
product, depicting the CTT of waterspout parent cloud. The objective of this
paper is to investigate the temporal evolution of BT on tops of clouds
(parent clouds) that triggered the formation of single or multiple
waterspout event around Corfu island (in northern Ionian Sea, Greece).</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F2"><caption><p>The temporal (60 min prior and after waterspout formation)
distribution of BT during 28 February 2008 waterspout event for all examined
radiuses.</p></caption>
        <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://asr.copernicus.org/articles/12/45/2015/asr-12-45-2015-f02.pdf"/>

      </fig>

      <?xmltex \floatpos{t}?><fig id="Ch1.F3" specific-use="star"><caption><p>Box and whisker plots of minimum brightness temperature (BT)
distribution (in K) at 60 min prior to and 60 min after waterspout
formation, for <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> search radius, during spring <bold>(a)</bold>, summer <bold>(b)</bold>, autumn
<bold>(c)</bold>, and spring <bold>(d)</bold> waterspout days over the northern Ionian Sea
(2007–2013). On each plot, boxes show the upper (75th) and lower
(25th) percentiles, the median (horizontal red line), while the
whiskers extended to the most extreme data points, and outliers are plotted
individually (red cross).</p></caption>
        <?xmltex \igopts{width=341.433071pt}?><graphic xlink:href="https://asr.copernicus.org/articles/12/45/2015/asr-12-45-2015-f03.pdf"/>

      </fig>

</sec>
<sec id="Ch1.S2">
  <title>Data and methodology</title>
      <p>Regarding waterspouts data, they were derived from LACAE tornado database
(Matsangouras et al, 2014a; Matsangouras and Nastos, 2014) and the study
area concerns the sea around Corfu island (namely domain D1 in Matsangouras
et al., 2014a) as illustrated in Fig. 1. The waterspout data base contains
waterspout events from 20 March 2007 to 31 December 2013 (Fig. 1). A
total of 74 events were recorded and catalogued on 47 days, as there were
days with multiple waterspout events. Funnel clouds reports were categorized
as waterspout events, taking into account waterspout 2nd stage of life
cycle (Golden, 1974b, 1977). The seasonal
distribution of the 74 waterspout cases concerns 33, 19, 16, and 6
waterspout events during autumn, winter, spring, and summer, respectively.
For every waterspout event detailed information was provided by the LACAE's
database, including the time and the location of waterspout development.</p>
      <p>The CTT remote sensing data for every waterspout event were obtained from IR
10.8 <inline-formula><mml:math display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>m spectra channel (Chanel 9) of Meteosat Second Generation
(MSG-2) and particularly the Spinning Enhanced Visible and InfraRed Imager
(SEVIRI) instrument, operated by EUMETSAT. The MSG-2 SEVIRI radiometer
(positioned at 0<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>), generates full disk images of the
earth every 15 min, thus, the CTT products were acquired for every
waterspout event for a two hour period (60 min prior and 60 min
after waterspout formation time).</p>
      <p>The spatial resolution of IR 10.8 <inline-formula><mml:math display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>m channel is 3 <inline-formula><mml:math display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 3 km, at
sub-satellite point, and is reduced in our study area at <inline-formula><mml:math display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 4 km
to E-W direction, and at <inline-formula><mml:math display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 5 km to N-S direction. For every
15 min scan BT values were calculated for four specific radiuses: (a) 5 km
(hereafter, <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mn mathvariant="normal">1</mml:mn></mml:msub><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula>, (b) 10 km (hereafter, <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula>, (c) 15 km
(hereafter <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mn mathvariant="normal">3</mml:mn></mml:msub><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula>, and (d) 25 km (hereafter <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mn mathvariant="normal">4</mml:mn></mml:msub><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula>. The selection of
these radiuses is based on pixel spatial resolution, the parallax effect and
the atmospheric scale of the phenomenon. In particular, waterspout parent
clouds vary from 2 up to 10 km in diameter (Golden, 1974b). The parallax
effect is a typical geometric effect related to satellite measurements.
Indeed, the closer the satellite is to the globe, the larger is the
parallax. The parallax effect at 6 km over the study area, based on
EUMETSAT's tables, for the northern most and southern most waterspout
location events was estimated at 4.6 and 4.5 km, respectively. In addition,
in this study we examined the CTT evolution of the parent cloud and not the
CTT above the exact waterspout location.</p>
      <p>Figure 2, illustrates results of the above-mentioned methodology for all
search radiuses during the 28 February 2008 waterspout event over the
northern Ionian Sea.</p>
</sec>
<sec id="Ch1.S3">
  <title>Results and discussion</title>
      <p>In this section, we present the analysis of BT (in K) based on the seasonal
distribution of waterspout days for every search radius. The analysis
concerns a two hours temporal evolution of minimum BT from <inline-formula><mml:math display="inline"><mml:mi>T</mml:mi></mml:math></inline-formula><inline-formula><mml:math display="inline"><mml:msub><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mi>X</mml:mi><mml:mi>X</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> in
minutes prior to waterspout formation and <inline-formula><mml:math display="inline"><mml:mi>T</mml:mi></mml:math></inline-formula><inline-formula><mml:math display="inline"><mml:msub><mml:mi/><mml:mrow><mml:mo>+</mml:mo><mml:mi>X</mml:mi><mml:mi>X</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> after waterspout
formation.</p>
      <p>For the sake of brevity, only <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> search radius box-whiskers plots are
shown in Fig. 3. The plot type was chosen to give an overview of data
distribution and the same scale was kept for all plots for a better
comparison. On each one of the boxes, the upper (75th) and lower
(25th) percentiles along with the median as a horizontal line (red)
were depicted, while the whiskers extended to the most extreme data points,
and outliers were plotted individually (asterisc).</p>
      <p>The <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mn mathvariant="normal">1</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> radius results (not shown) during winter season, revealed a
gradual decrease of median BT from 267 to 257 K, starting from <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn>60</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> to
<inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mn mathvariant="normal">0</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> time of waterspout formation, revealing cloud increase in height. On
the other hand, during autumn season the BT decrease is evident between
<inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn>15</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> to <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mo>+</mml:mo><mml:mn>30</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> with the median fluctuating from 268 to 260 K.
However, the BT distribution did not show any significant change, as the
median value of 264 K, was the dominant value prior and after waterspout
formation. In addition, during spring season from <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn>45</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> to <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mn mathvariant="normal">0</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> a
slight decrease of BT was detected (from 270 to 264 K). During summer,
unlike other seasons, the BT distribution revealed a significant increase
from 259 to 280 K, starting from <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn>15</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> to <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mo>+</mml:mo><mml:mn>60</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula>, suggesting a parent
cloud top decrease in height.</p>
      <p>The analysis for <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> radius (Fig. 3), revealed that during winter
season (Fig. 3a), the gradual decrease of BT (from 262 to 254 K) is
evident similar to <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mn mathvariant="normal">1</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> BT analysis, starting from <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn>60</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> to <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mo>+</mml:mo><mml:mn>15</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula>
for this case. A slight decrease of median BT from 269 to 260 K and from 263
to 254 K is depicted in spring (Fig. 3b) and autumn (Fig. 3d) season
distribution, starting from <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn>45</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> to <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn>15</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> and from <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn>15</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> to
<inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mo>+</mml:mo><mml:mn>15</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> respectively. The summer season (Fig. 3c) BT distribution is
characterized by an abrupt decrease of median BT (from 275 to 237 K) in the
time interval between <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn>60</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn>15</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> followed by a smooth increase.</p>
      <p>Regarding the <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mn mathvariant="normal">3</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> radius results (not shown), the BT values are lower in
general, implying higher cloud tops, and revealed a smoother distribution.
During winter season, the same pattern with previous radiuses is evident, BT
decreases from <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn>60</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> to <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mo>+</mml:mo><mml:mn>15</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> (from 256 to 241 K). The slight
decrease of median BT distribution during spring and autumn seasons,
starting from <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn>45</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> to <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn>15</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> and from <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn>15</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> to <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mo>+</mml:mo><mml:mn>15</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula>,
respectively, is present and shifted to lower BT values (from 266 to 256 K
and from 257 to 247 K for spring and autumn seasons, respectively). During
summer season, the <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mn mathvariant="normal">3</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> radius results revealed a smoother BT
distribution. However, a significant decrease of BT from <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn>45</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> to
<inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn>30</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> (from 266 to 240 K) and a significant increase of BT from
<inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn>15</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> to <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mo>+</mml:mo><mml:mn>15</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> (from 237 to 262 K) is evident.</p>
      <p>Compared to <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mn mathvariant="normal">3</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>, the <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mn mathvariant="normal">4</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> analysis (not shown) revealed a smoother
distribution during all seasons, due to high search radius. According to
<inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mn mathvariant="normal">4</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> analysis, the BT decrease during the winter season distribution, it
is more evident around the waterspout formation time, with median BT values
of 252 and 241 K for <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn>15</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mo>+</mml:mo><mml:mn>15</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula>, respectively. The same
pattern, with slighter decrease, is presented during spring and autumn
season (from 259 to 251 K and from 249 to 247 K, between <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn>15</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> and
<inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mo>+</mml:mo><mml:mn>15</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula>, for spring and autumn season, respectively). Finally, the BT
distribution for summer season is smoother, compared to other seasons, and
the median BT values decrease between <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn>60</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn>15</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> (from 266 to
237 K) and increase for the rest of the time interval (from 237 to 268 K).</p><?xmltex \hack{\newpage}?>
</sec>
<sec id="Ch1.S4" sec-type="conclusions">
  <title>Conclusions</title>
      <p>Our findings concern the seasonal distribution of the BT derived from CTT
remote sensing product of MSG-2 SEVIRI instrument. The <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mn mathvariant="normal">4</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> analysis
revealed a smoother distribution of BT compared to the other radiuses,
within all seasons, due to high search radius. A gradual decrease of median
values of BT around waterspout formation time was detected at all search
radiuses during autumn, winter and spring seasons, suggesting a cloud top
ascent (implying unstable weather conditions) which is in agreement with
Golden (1974a), that waterspouts usually form under convective clouds.</p>
</sec>

      
      </body>
    <back><ack><title>Acknowledgements</title><p>The authors would like to acknowledge the EUMETSAT for the data that were
used in order to complete this study. Also this study was completed as
part of the postgraduate program “Environmental Physics” co-funded by the
Action “State Scholarships Foundation (SSF/<inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">IK</mml:mi><mml:mi mathvariant="normal">Υ</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula>
program with an individualized evaluation process of the academic year
2011–2012” from resources of the operational program “Education and
Lifelong Learning” of the “European Social Fund (ESF) and of the National
Strategic Reference Framework (NSRF), 2007–2013.”<?xmltex \hack{\newline}?><?xmltex \hack{\newline}?>
Edited by: F. Stel<?xmltex \hack{\newline}?>
Reviewed by: N. K. Kamperakis and one anonymous referee</p></ack><ref-list>
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