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<front>
<journal-meta>
<journal-id journal-id-type="publisher">ADGEO</journal-id>
<journal-title-group>
<journal-title>Advances in Geosciences</journal-title>
<abbrev-journal-title abbrev-type="publisher">ADGEO</abbrev-journal-title>
<abbrev-journal-title abbrev-type="nlm-ta">Adv. Geosci.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1680-7359</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/adgeo-30-39-2011</article-id>
<title-group>
<article-title>Crop evapotranspiration estimation using remote sensing and the existing network of meteorological stations in Cyprus</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Papadavid</surname>
<given-names>G.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Hadjimitsis</surname>
<given-names>D.</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>Michaelides</surname>
<given-names>S.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Nisantzi</surname>
<given-names>A.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Department of Civil Engineering and Geomatics, Remote Sensing Laboratory, Cyprus University of Technology, Lemesos, Cyprus</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Cyprus Agricultural Research Institute, Nicosia, Cyprus</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Meteorological Service, Nicosia, Cyprus</addr-line>
</aff>
<pub-date pub-type="epub">
<day>09</day>
<month>05</month>
<year>2011</year>
</pub-date>
<volume>30</volume>
<fpage>39</fpage>
<lpage>44</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2011 G. Papadavid et al.</copyright-statement>
<copyright-year>2011</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://adgeo.copernicus.org/articles/30/39/2011/adgeo-30-39-2011.html">This article is available from https://adgeo.copernicus.org/articles/30/39/2011/adgeo-30-39-2011.html</self-uri>
<self-uri xlink:href="https://adgeo.copernicus.org/articles/30/39/2011/adgeo-30-39-2011.pdf">The full text article is available as a PDF file from https://adgeo.copernicus.org/articles/30/39/2011/adgeo-30-39-2011.pdf</self-uri>
<abstract>
<p>Cyprus is frequently confronted with severe droughts and
the need for accurate and systematic data on crop evapotranspiration (ETc)
is essential for decision making, regarding water irrigation management and
scheduling. The aim of this paper is to highlight how data from
meteorological stations in Cyprus can be used for monitoring and determining
the country&apos;s irrigation demands. This paper shows how daily ETc can be
estimated using FAO Penman-Monteith method adapted to satellite data and
auxiliary meteorological parameters. This method is widely used in many
countries for estimating crop evapotranspiration using auxiliary
meteorological data (maximum and minimum temperatures, relative humidity,
wind speed) as inputs. Two case studies were selected in order to determine
evapotranspiration using meteorological and low resolution satellite data
(MODIS – TERRA) and to compare it with the results of the reference method
(FAO-56) which estimates the reference evapotranspiration (ETo) by using
only meteorological data. The first approach corresponds to the FAO
Penman-Monteith method adapted for using both meteorological and remotely
sensed data. Furthermore, main automatic meteorological stations in Cyprus
were mapped using Geographical Information System (GIS). All the
agricultural areas of the island were categorized according to the nearest
meteorological station which is considered as &quot;representative&quot; of the
area. Thiessen polygons methodology was used for this purpose. The intended
goal was to illustrate what can happen to a crop, in terms of water
requirements, if meteorological data are retrieved from other than the
representative stations. The use of inaccurate data can result in low yields
or excessive irrigation which both lead to profit reduction. The results
have shown that if inappropriate meteorological data are utilized, then
deviations from correct ETc might be obtained, leading to water losses or
crop water stress.</p>
</abstract>
<counts><page-count count="6"/></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"> Aaron, M., Beutler,~B.S., and~Keller, A.: Implementation of FAO-56 Penman-Monteith evapotranspiration in a large scale irrigation scheduling, Water and Environmental Resources Congress, Alaska, 1996. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Allen, R. G.: Assessing integrity of weather data for use in reference evapotranspiration estimation, Irrig. Drain., ASCE 122, 97-106, 1996. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Allen, R. G., Pereira, L. S., Raes, D., and Smith, M.: Crop evapotranspiration, Irrig. Drain. 56, 2000. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Bastiaanssen, W. G. M., Menenti, M., Feddes, R. A., and Holtslag, A. A. M.: A remote sensing surface energy balance algorithm for land (SEBAL), Part~1: formulation, J. Hydrol., 212–213, 198–212, 1998. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Bastiaanssen, W. G. M. and Ali, S.: A new crop yield forecasting model based on satellite measurements applied across the Indus Basin, Pakistan, Agriculture, Ecosystems and Environment, 94, 321–340, 2003. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Boegh, E. and Soegaard, H.: Remote Sensing based estimation of Evapotranspiration rates, Int. J. Remote Sens., 25, 2535–2551, 2004. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Burrough, P. A.: Principles of Geographical Information Systems for Land Resource Assessment, New York, Oxford University Press, 1986. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Burrough, P. A. and McDonnell, R. A.: Principles of Geographical Information Systems, New York, Oxford University Press, 1998. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Clevers, J. G. P. W.: The derivation of a simplified reflectance model for the estimation of leaf area index, Remote Sens. Environ., 35, 53–70, 1988. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Collins, F. C. and Bolstad, P. V.: A comparison of spatial interpolation techniques in temperature estimation, in: Proceedings of the Third International Conference/Workshop on Integrating GIS and Environmental Modeling, Santa Fe, New Mexico, 21–25 January, 1996. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Courault, D., Seguin, B., and Olioso, A.: Review on estimation of Evapotranspiration from remote sensing data: from empirical to modeling approaches, Irrig. Drain., 19, 223–249, 2005. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> D&apos;Urso, G. and Menenti, M.: Mapping crop coefficients in irrigated areas from Landsat TM images; Proceed, Opt. Eng., 2585, 41–47, 1995. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Eliadis, G., Metochis, C., and Papachristodoulou, S.: Technoeconomic analysis of irrigation in Cyprus, Cyprus Agricultural Research Institute Series, Ministry of Agriculture, Natural Resources and Environment Publications, Cyprus, Nicosia, 1995. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> FAO: Crop evapotranspiration, Guidelines for computing crop water requirements, FAO Irrigation and Drainage Paper No 56, Food and Agriculture Organization of the United Nations, 1998. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> French, A. N., Schmugge, T. J., and Kustas, W. P.: Estimating evapotranspiration with ASTER thermal infrared imagery, Journal of Geoscience and Remote Sensing Symposium, 2, 718–720, 2001. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> French, A. N., Hunsaker, D., Thorp, K., and Clarke, T.: Evapotranspiration over a camelina crop at Maricopa, Arizona, INDCRO 5170, 2008. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Gieske, A. and Wouter M.: High density NOAA time series of ET in the Gediz Basin, Turkey, Journal of Irrigation and Drainage Systems, 19, 285–299, 2005. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Hadjimitsis, D. G., Papadavid, G., and Kounoudes, A.: Integrated method for monitoring irrigation demand in agricultural fields in Cyprus using satellite remote sensing and wireless sensor network, 4th International Conference on Information &amp; Communication Technologies in Bio &amp; Earth Sciences, Athens, Greece, 2008. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Hafeez, M. M., Chemin, Y., Van De Giesen, N., Bouman, B. A. M.: Field Evapotranspiration Estimation in Central Luzon, Philippines, Using Different Sensors: Landsat 7 ETM+, Terra Modis and Aster, In Proc. Symposium on Geospatial Theory, Processing and Applications, Ottawa, 2002. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Hoedjes, J. C. B., Chehbouni, A., Jacob, F., Ezzahar, J., and Boulet, G.: Deriving daily Evapotranspiration from remotely sensed evaporative fraction over olive orchard in Morocco, J. Hydrol., 53–64, 2008. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Liang S.: Narrowband to broadband conversions of land surface albedo: I Algorithms, Remote Sens. Environ., 78, 213–238, 2000. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Menenti, M., Visser, T. N. M., Morabito, J. A., and Drovandi, A.: Appraisal of irrigation performance with satellite data and geo-referenced information, Irrigation Theory and Practice, 785–801, 1989. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Metochis, C.: Assessment of irrigation water needs of main crops of Cyprus., Cyprus Agricultural Research Institute Series, Ministry of Agriculture, Natural Resources and Environment, Nicosia, 1997. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Papadavid, G., Agapiou, A., Hadjimitsis, D., Themistocleous, K.: Estimating Evapotranspiration of spring potatoes in Paphos, Cyprus using remote sensing, spectroradiometric and meteorological data, Remote Sensing and Photogrammetry Society Annual Conference 2009, &quot;New Dimensions in Earth Observation&quot;, Leicester, 8–11 September 2009, 2009. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Qin, Z. and Karnieli, A.: A mono-window algorithm for retrieving land surface temperature from Landsat TM data and its application to the Israel-Egypt border region, Int. J. Remote Sens., 22, 3719–3746, 2001. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Sobrino, J. A., Jimenez-Munoz, J. C., and Paolini, L.: Land surface temperature retrieval from LANDSAT TM 5, J. Remote Sens. Environ., 90, 434–440, 2004. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Telis, A. and Koutsogiannis, D.: Estimation of Evapotranspiration in Greece, PhD Thesis, Univ. of Athens, 2007. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Tsouni, A. and Koutsogiannis, D.: The contribution of remote sensing techniques to the estimation of Evapotranspiration: the case of Greece, PhD Thesis, Univ. of Athens, 2003. </mixed-citation>
</ref>
</ref-list>
</back>
</article>