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    <article-meta>
      <title-group>
        <article-title>Technical and Economic Analysis for the bioenergy production from agricultural residues in the region of Central Macedonia</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Christina Moulogianni</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Thomas Bournaris</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Banias Georgios</string-name>
          <email>g.banias@ihu.edu.gr</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Department of Agricultural Economics, Aristotle University of Thessaloniki</institution>
          ,
          <country country="GR">Greece</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>School of Economics and Business Administration, International Hellenic University</institution>
          ,
          <addr-line>57001 Thermi</addr-line>
          ,
          <country country="GR">Greece</country>
        </aff>
      </contrib-group>
      <fpage>250</fpage>
      <lpage>254</lpage>
      <abstract>
        <p>The aim of this paper is to analyze the bioenergy production from agricultural residues. The selected case study was the agricultural area of the Region of Central Macedonia in Northern Greece. In this context, a technical and economic analysis is conducted for the existent crop plans in each of the seven regional units of the region. The analysis included the calculation of six indicators (three economic and three environmental indicators). From the calculations derived the existent values for the bioenergy (thermal energy and electrical energy) production of the region. From the results we can conclude that the size of each regional unit is the most important factor for the results of the indicators. The second important factor is the variety of crops in the existent crop plans. On the other hand, the number of crops that participate in the crop plan seems not to play any role for the indicators calculations.</p>
      </abstract>
      <kwd-group>
        <kwd>bioenergy</kwd>
        <kwd>agricultural residues</kwd>
        <kwd>thermal energy</kwd>
        <kwd>electrical energy</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1 Introduction</title>
      <p>
        Almost two thirds of renewable energy sources, in the European Union (EU), origin
from biomass, including agri-food waste
        <xref ref-type="bibr" rid="ref2">(Fischer and Schrattenholzer, 2001)</xref>
        . As
biomass sources are considered energy crops, agricultural crop residues, animals’
waste and forest residues. The bioenergy production from agricultural residues
enhances the role of agriculture in the creation of new sustainable energy sources and
connects directly with rural development policy
        <xref ref-type="bibr" rid="ref4">(Rosillo-Calle, 2003)</xref>
        . This can be
achieved by cultivating crops in agro-energy districts with high values of agricultural
residues. The use of crop residues and waste is already at a high level in several
European countries
        <xref ref-type="bibr" rid="ref6">(van Dam et al., 2007)</xref>
        , but the use of energy crops has still
controversial aspects.
      </p>
      <p>The aim of this paper is to analyze the bioenergy production from agricultural
residues in the selected case study area of the Region of Central Macedonia in
Northern Greece. For this reason a preliminary technical and economic analysis is
conducted for the existent crop plans in each of the seven regional units (Chalkidiki,
Kilkis, Imathia, Pella, Pieria, Serres, Thessaloniki) of the region. The analysis
included the calculation of six indicators (three economic and three environmental
indicators). From the calculations derived the existent values for the bioenergy
(thermal energy and electrical energy) production of the region.</p>
      <p>The paper is organized as follows. In the following section, the methodology
approach is presented. The last two sections contain the results of the analysis and
some concluding remarks.
2</p>
    </sec>
    <sec id="sec-2">
      <title>Methodology</title>
      <p>In order to calculate the bioenergy production in the region of Central Macedonia
a technical and economic analysis is conducted for the existent crop plans in each of
the seven regional units of the region. The collection of the data from the Hellenic
Statistical Authority (statistics.gr) refers to the year of 2014.</p>
      <p>We have selected three indicators. The three of them were economic indicators
(gross margin, income and variable cost) and the rest were environmental indicators
(bioenergy production, production of thermal energy, production of electrical
energy). A short description of these indicators is presented below.</p>
      <p>Gross Margin</p>
      <p>Gross margin is calculated using the data from prices, yields, subsidies and
variable costs. This parameter was used as the best estimator of the farmers profit.</p>
      <p>Income</p>
      <p>Income is an important attribute of the system as it defines total agricultural
output. It was computed by the simple combination of yields and prices, plus
subsidies where applicable.</p>
      <p>Variable Cost</p>
      <p>In order to calculate variable cost all the agricultural inputs are summarized
(seeds, fertilizers, chemicals, machinery, labor and the cost of water).</p>
      <p>Biomass production</p>
      <p>
        Based on the literature and taking into account newer research efforts in the same
direction
        <xref ref-type="bibr" rid="ref5">(Tziolas et al., 2016)</xref>
        the agricultural residues from larger crops per area and
yield in tons per acre are calculated. The total amount of biomass produced for the
crops residues of the agricultural holdings in the Region of Central Macedonia.
      </p>
      <p>Production of thermal and electrical energy</p>
      <p>
        In order to calculate the production of thermal and electrical energy for crops, the
Lower Heating Values (LHV) were considered
        <xref ref-type="bibr" rid="ref1 ref3">(Di Blasi et al., 1997, Menconi et al.,
2013)</xref>
        .
      </p>
      <p>The following section shows the results as regards the potential biomass
production, the electrical and thermal energy produced by crop residues and the
results for the selected economic and environmental indicators. The Region of
Central Macedonia (RCM) is divided into seven regional units, the regional unit of
Chalkidiki, Imathia, Kilkis, Pella, Pieria, Serres and Thessaloniki. According to the
biomass potential maps of the National Information System for Energy, the region of
Central Macedonia has the largest reserves of biomass from agricultural residues
throughout Greece. According to the existent crop plans, it is observed that the region
of Central Macedonia presents a great variety of crops (cereals, fruit trees, energy
crops).</p>
      <p>With the use of the existent crop plans of each region we have calculated the
existent values for the bioenergy (thermal energy and electrical energy) production of
the region. The results are presented in the following table 1.
REGIONAL UNIT</p>
      <p>In this paper we have examined the existent crop plans from the seven regional
units of the region of Central Macedonia in Greece. The crop plans included the main
cultivations in each regional unit and the potential production of biomass (tn/acre) of
the cultivations. From the results we concluded that the crops that can produce
biomass from their residues are mainly cereals and energy crops because they have
plenty of straws and stalks, which can produce high levels of biomass. From the crop
plans we concluded that the main cultivations of Central Macedonia are cereals (hard
and soft wheat), cotton and maize and in some regional units such as Pella and
Imathia the main cultivations are fruit trees. From the results we can conclude that
the size of each regional unit is the most important factor for the results of the
indicators. So, regional units with big size of agricultural areas present the highest
values. The second important factor is the variety of crops in the existent crop plans.
Regions with crops with high agricultural residues have better results as regards the
biomass. On the other hand, the number of crops that participate in the crop plan
seems not to play any role for the indicators calculations.</p>
      <p>Acknowledgments. Christina Moulogianni is supported by the State Scholarships
Foundation (IKY) "IKY Fellowships of Excellence for Postgraduate Studies in
Greece - Siemens Program".</p>
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