<?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" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">JACEN</journal-id><journal-title-group><journal-title>Journal of Agricultural Chemistry and Environment</journal-title></journal-title-group><issn pub-type="epub">2325-7458</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/jacen.2020.92004</article-id><article-id pub-id-type="publisher-id">JACEN-99422</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Chemistry&amp;Materials Science</subject><subject> Earth&amp;Environmental Sciences</subject></subj-group></article-categories><title-group><article-title>
 
 
  Optical Determination of the Effects by Thermal Treatment (TT) in Honey of &lt;i&gt;Apis mellifera&lt;/i&gt; Bees
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Pablo</surname><given-names>Broca Quevedo</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Miguel</surname><given-names>Ángel Basurto Pensado</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>R.</surname><given-names>J. Romero</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>Antonio</surname><given-names>Rodríguez Martínez</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref></contrib></contrib-group><aff id="aff1"><addr-line>Graduate Degree in Engineering and Applied Science, Instituto de Investigaci&amp;amp;#243n en Ciencias B&amp;amp;#225sicas y Aplicadas (ICCBA), Universidad Aut&amp;amp;#243noma Del Estado De Morelos (UAEM), Morelos, M&amp;amp;#233xico</addr-line></aff><aff id="aff2"><addr-line>Centro de Investigaci&amp;amp;#243n en Ingenier&amp;amp;#237a y Ciencias Aplicadas (CIICAp), Universidad Aut&amp;amp;#243noma Del Estado De Morelos (UAEM), Morelos, M&amp;amp;#233xico</addr-line></aff><pub-date pub-type="epub"><day>09</day><month>04</month><year>2020</year></pub-date><volume>09</volume><issue>02</issue><fpage>37</fpage><lpage>47</lpage><history><date date-type="received"><day>15,</day>	<month>October</month>	<year>2019</year></date><date date-type="rev-recd"><day>7,</day>	<month>April</month>	<year>2020</year>	</date><date date-type="accepted"><day>10,</day>	<month>April</month>	<year>2020</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
  Spectroscopy in the UV-Vis and NIR ranges of light provides great convenience for the characterization and evaluation of the characteristics and optical modifications that occur during life, the processes for the preparation of some 
  food in order to modify their characteristics or eliminate Micro-organisms that can affect their quality and shelf life, work is carried out at elevated tem
  peratures, even above 100&#176;
  C
  . The study has made it possible to identify changes in the Absorbance, Transmittance and Optical Intensity of 
  Apis 
  m
  ellifera
   honey from four different botanical sources and States of the Mexican Republic: Citrus (
  Citrus
  ) from the state of Veracruz, Mangle (
  Rizophora mangle
  ) of the Pacific zone of the state of Sinaloa, Poly
  f
  loral
  is
   of the state of Morelos and Poly
  f
  loral
  is
   of the state of Tabasco.
 
</p></abstract><kwd-group><kwd>Heat Treatment</kwd><kwd> Spectroscopy</kwd><kwd> Food Conservation</kwd><kwd> Honey</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>Honey is a product known worldwide and appreciated by all cultures since ancient times, but honey presents some inconvenience for its conservation depending on the moisture content, the climate, the storage place and the production practices [<xref ref-type="bibr" rid="scirp.99422-ref1">1</xref>], extraction, packaging, storage and care by the final consumer. Such situations have led people in charge of these activities to develop assurance methods for the good conservation of the product, even in situations of bad habits which have place during the process of obtaining, until its final consumption in the various applications and uses of the product in medicine, cosmetology, nutrition, food, wine production [<xref ref-type="bibr" rid="scirp.99422-ref2">2</xref>], beers, and food preservation.</p><p>With a global production of 183 million tons during 2015 and 179 million tons in 2016 [<xref ref-type="bibr" rid="scirp.99422-ref3">3</xref>] and a growing demand from the consumer market, it is interesting to ensure the conservation of honey for as long as possible. In order to achieve this objective, thermal treatment is used more frequently every day, since this method is easy to apply and ensures the reduction or elimination of micro-organisms [<xref ref-type="bibr" rid="scirp.99422-ref4">4</xref>] that can significantly affect the shelf life and therefore its quality for consumption [<xref ref-type="bibr" rid="scirp.99422-ref5">5</xref>].</p><p>Warming in honey produces an accelerated aging effect, which increases hydroxymethylfurfural and decreases Diastase, substances that international standards cite as an index of freshness [<xref ref-type="bibr" rid="scirp.99422-ref6">6</xref>].</p><p>In order to detect the effects caused by the heat treatment, we have used, in this work, the search for modifications that honey could suffer due to the effect of said method. Currently, there are new methods that can be agile, non-invasive [<xref ref-type="bibr" rid="scirp.99422-ref7">7</xref>], and reliable to identify if there is any effect on some types of food and the use of spectroscopy is a booming tool to identify the characteristics and changes in food [<xref ref-type="bibr" rid="scirp.99422-ref6">6</xref>] and thus ensure the quality of products.</p></sec><sec id="s2"><title>2. Materials and Methods</title><p>Sample selection:</p><p>Producers have been used to obtain the samples (some are honey exporters) who apply in their processes the specifications recommended by the Manual of Good Livestock Practices in Honey Production [<xref ref-type="bibr" rid="scirp.99422-ref1">1</xref>].</p><p>Sample Preparation:</p><p>Once the honey is obtained, it is prepared for optical analysis, according to the following flow <xref ref-type="fig" rid="fig1">Figure 1</xref>.</p><p>As indicated in the flow chart above, the original sample (ONE LITER OF HONEY) is divided into aliquots (4 samples) and each one is subjected to different temperature ranges to carry out the intentional heat treatment (heating), then left cooling by the normalized method (natural convection), that is to say, without any procedure to accelerate the cooling. Once the samples (aliquots) are at room temperature, the optical analysis of each one is carried out.</p><p>Equipment:</p><p>The equipment used to obtain the characteristic and particular optical signals for each honey is an arrangement of source, spectrometers, fiber optic conductors, cell holder, quartz cell and computer equipment, whose arrangement is shown in <xref ref-type="fig" rid="fig2">Figure 2</xref>.</p><p>The wavelengths included in the UV-Vis and NIR [<xref ref-type="bibr" rid="scirp.99422-ref8">8</xref>] zones were those selected for the execution of optical analysis that could show the effects that the Thermal Treatment technique causes on honey, when it is used for tasks to de-crystallize and/or eliminate microorganisms that induce fermentation [<xref ref-type="bibr" rid="scirp.99422-ref9">9</xref>], significantly reducing the shelf life, mainly in honeys that have been harvested</p><p>before their complete maturation.</p><p><xref ref-type="fig" rid="fig3">Figure 3</xref> shown below describes the preparation process of the equipment that allows obtaining the information for the construction of the spectral graphs of the analyzed honey samples.</p></sec><sec id="s3"><title>3. Results and Discussion</title><p><xref ref-type="fig" rid="fig4">Figure 4</xref> obtained and set forth below represents the profiles (spectra) obtained by the incidence of light at different wavelengths that have been passed through the honey samples. In each of the images of the spectra obtained, the honey sample is included if heat treatment vs. the sample treated with heat at different temperatures (<xref ref-type="table" rid="table1">Table 1</xref> &amp; <xref ref-type="table" rid="table2">Table 2</xref>).</p><p>In this first analysis, the changes that occur in the profiles of the optical spectra influenced by the Heat Treatment to honey can be seen.</p><p>The results obtained in the first optical analysis that highlights the effect of TT on honey from Apis mellifera Bees, led to optical analysis of the modification of the profiles of the Electromagnetic Spectrum of honey at different temperatures (<xref ref-type="fig" rid="fig5">Figure 5</xref>).</p><table-wrap id="table1" ><label><xref ref-type="table" rid="table1">Table 1</xref></label><caption><title> Data of the effect of TT on the percentage of Absorbance of the honey sample (TABDN) at different wavelengths (nm)</title></caption><table><tbody><thead><tr><th align="center" valign="middle"  rowspan="2"  >HONEY SAMPLE</th><th align="center" valign="middle"  rowspan="2"  >Wavelength (nm)</th><th align="center" valign="middle"  colspan="2"  >TEMPERATURES FOR HEAT TREATMENT IN APIS MELLIFERA HONEY BEES</th></tr></thead><tr><td align="center" valign="middle" >STT</td><td align="center" valign="middle" >60˚C</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle"  colspan="2"  >% Absorbance NIR</td></tr><tr><td align="center" valign="middle" >TABADN</td><td align="center" valign="middle" >961.040</td><td align="center" valign="middle" >17,377.180</td><td align="center" valign="middle" >19,878.820</td></tr><tr><td align="center" valign="middle" >TABADN</td><td align="center" valign="middle" >1130.980</td><td align="center" valign="middle" >28,806.640</td><td align="center" valign="middle" >33,337.000</td></tr><tr><td align="center" valign="middle" >TABADN</td><td align="center" valign="middle" >1208.060</td><td align="center" valign="middle" >14,874.000</td><td align="center" valign="middle" >16,821.000</td></tr><tr><td align="center" valign="middle" >TABADN</td><td align="center" valign="middle" >1247.410</td><td align="center" valign="middle" >17,336.73</td><td align="center" valign="middle" >19,698.73</td></tr></tbody></table></table-wrap><table-wrap id="table2" ><label><xref ref-type="table" rid="table2">Table 2</xref></label><caption><title> Data on the effect of TT on the percentage of Absorbance of the honey sample (CJGII) at different wavelengths (nm)</title></caption><table><tbody><thead><tr><th align="center" valign="middle"  rowspan="2"  >HONEY SAMPLE</th><th align="center" valign="middle"  rowspan="2"  >Wavelength (nm)</th><th align="center" valign="middle"  colspan="2"  >TEMPERATURES FOR HEAT TREATMENT IN APIS MELLIFERA HONEY BEES</th></tr></thead><tr><td align="center" valign="middle" >STT</td><td align="center" valign="middle" >60˚C</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle"  colspan="2"  >% Absorbance NIR</td></tr><tr><td align="center" valign="middle" >CJGII</td><td align="center" valign="middle" >900.000</td><td align="center" valign="middle" >18,528.730</td><td align="center" valign="middle" >21,389.090</td></tr><tr><td align="center" valign="middle" >CJGII</td><td align="center" valign="middle" >1130.980</td><td align="center" valign="middle" >31,474.550</td><td align="center" valign="middle" >35,568.000</td></tr><tr><td align="center" valign="middle" >CJGII</td><td align="center" valign="middle" >1208.060</td><td align="center" valign="middle" >16,179.730</td><td align="center" valign="middle" >17,760.640</td></tr><tr><td align="center" valign="middle" >CJGII</td><td align="center" valign="middle" >1247.410</td><td align="center" valign="middle" >19,150.45</td><td align="center" valign="middle" >20,893.73</td></tr></tbody></table></table-wrap><p>The effect of TT at 40˚C, produces an increase in Absorbance that subsequently</p><p>decreases below the transmittance of the STT sample when the TT is performed at a higher temperature (<xref ref-type="table" rid="table3">Table 3</xref>).</p><p>Below (<xref ref-type="fig" rid="fig6">Figure 6</xref>) an approach of <xref ref-type="fig" rid="fig5">Figure 5</xref> is shown, shown above. The approach is carried out on the “y” axis from 0% to 0.2% Absorbance, in the near infrared (NIR) zone.</p><p>The approach in <xref ref-type="fig" rid="fig6">Figure 6</xref> shows the best separation zone between the Absorbance profiles of heat-treated honey at 50˚C and 60˚C where the zone has been limited from 850 nm to 1200 nm.</p><p>The sample with TT at 40˚C and STT are excluded by the approach.</p><p>The samples M at 40˚C and M-STT were excluded from the image by the approach.</p><p>The following spectra (profiles) show the behavior caused by the heat treatment effect in a sample of Citrus honey from Mart&#237;nez de la Torre Veracruz region (<xref ref-type="fig" rid="fig7">Figure 7</xref> &amp; <xref ref-type="table" rid="table4">Table 4</xref>).</p><p>Next, the NIR Absorbance spectrum for Citrus honey on a reduced scale (zoom) is shown, with the intention of facilitating the observation of the effects of the heat treatment effect (<xref ref-type="fig" rid="fig8">Figure 8</xref>).</p><p>The next honey, from Mangle, analyzed by optical means in this work, comes from a region near the Mexican Pacific coast in the state of Sinaloa (<xref ref-type="fig" rid="fig9">Figure 9</xref> &amp; <xref ref-type="table" rid="table5">Table 5</xref>).</p><table-wrap id="table3" ><label><xref ref-type="table" rid="table3">Table 3</xref></label><caption><title> The table, generated from data in <xref ref-type="fig" rid="fig5">Figure 5</xref>, shows the percentages of absorbance at different temperatures and wavelengths (nm) influenced by the TT to the Polyfloralis honey sample (M-POLIF)</title></caption><table><tbody><thead><tr><th align="center" valign="middle"  rowspan="2"  >HONEY SAMPLE</th><th align="center" valign="middle"  rowspan="2"  >Wavelength (nm)</th><th align="center" valign="middle"  colspan="5"  >TEMPERATURES FOR HEAT TREATMENT IN APIS MELLIFERA HONEY BEES</th></tr></thead><tr><td align="center" valign="middle" >STT</td><td align="center" valign="middle" >40˚C</td><td align="center" valign="middle" >50˚C</td><td align="center" valign="middle" >60˚C</td><td align="center" valign="middle" >70˚C</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle"  colspan="5"  >% Absorbance NIR</td></tr><tr><td align="center" valign="middle" >M-POLIF</td><td align="center" valign="middle" >900.85</td><td align="center" valign="middle" >1.157</td><td align="center" valign="middle" >2.067</td><td align="center" valign="middle" >0.090</td><td align="center" valign="middle" >0.082</td><td align="center" valign="middle" >0.029</td></tr><tr><td align="center" valign="middle" >M-POLIF</td><td align="center" valign="middle" >1000.57</td><td align="center" valign="middle" >1.221</td><td align="center" valign="middle" >2.267</td><td align="center" valign="middle" >0.194</td><td align="center" valign="middle" >0.185</td><td align="center" valign="middle" >0.134</td></tr><tr><td align="center" valign="middle" >M-POLIF</td><td align="center" valign="middle" >1208.06</td><td align="center" valign="middle" >1.417</td><td align="center" valign="middle" >2.425</td><td align="center" valign="middle" >0.467</td><td align="center" valign="middle" >0.459</td><td align="center" valign="middle" >0.410</td></tr><tr><td align="center" valign="middle" >M-POLIF</td><td align="center" valign="middle" >1355.07</td><td align="center" valign="middle" >1.563</td><td align="center" valign="middle" >2.410</td><td align="center" valign="middle" >0.647</td><td align="center" valign="middle" >0.638</td><td align="center" valign="middle" >0.603</td></tr></tbody></table></table-wrap><table-wrap id="table4" ><label><xref ref-type="table" rid="table4">Table 4</xref></label><caption><title> The data correspond to the variations in the percentage of NIR Absorbance in a sample of Monofloralis Citrus honey at different wavelengths (nm) and temperatures</title></caption><table><tbody><thead><tr><th align="center" valign="middle"  rowspan="2"  >HONEY SAMPLE</th><th align="center" valign="middle"  rowspan="2"  >Wavelength (nm)</th><th align="center" valign="middle"  colspan="5"  >TEMPERATURES FOR HEAT TREATMENT IN APIS MELLIFERA HONEY BEES</th></tr></thead><tr><td align="center" valign="middle" >STT</td><td align="center" valign="middle" >40˚C</td><td align="center" valign="middle" >50˚C</td><td align="center" valign="middle" >60˚C</td><td align="center" valign="middle" >70˚C</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle"  colspan="5"  >% Absorbance NIR</td></tr><tr><td align="center" valign="middle" >M-CIT</td><td align="center" valign="middle" >955.89</td><td align="center" valign="middle" >0.032</td><td align="center" valign="middle" >0.027</td><td align="center" valign="middle" >0.024</td><td align="center" valign="middle" >0.028</td><td align="center" valign="middle" >0.019</td></tr><tr><td align="center" valign="middle" >M-CIT</td><td align="center" valign="middle" >1000.57</td><td align="center" valign="middle" >0.118</td><td align="center" valign="middle" >0.112</td><td align="center" valign="middle" >0.111</td><td align="center" valign="middle" >0.115</td><td align="center" valign="middle" >0.105</td></tr><tr><td align="center" valign="middle" >M-CIT</td><td align="center" valign="middle" >1110.41</td><td align="center" valign="middle" >0.039</td><td align="center" valign="middle" >0.032</td><td align="center" valign="middle" >0.031</td><td align="center" valign="middle" >0.036</td><td align="center" valign="middle" >0.025</td></tr><tr><td align="center" valign="middle" >M-CIT</td><td align="center" valign="middle" >1355.07</td><td align="center" valign="middle" >0.580</td><td align="center" valign="middle" >0.579</td><td align="center" valign="middle" >0.572</td><td align="center" valign="middle" >0.579</td><td align="center" valign="middle" >0.564</td></tr></tbody></table></table-wrap><table-wrap id="table5" ><label><xref ref-type="table" rid="table5">Table 5</xref></label><caption><title> Variation of the percentages of Absorbance (NIR) at different wavelengths (nm) and degrees of Celsius temperature caused by the effect of TT in Mangle honey (Rhizophora mangle)</title></caption><table><tbody><thead><tr><th align="center" valign="middle"  rowspan="2"  >HONEY SAMPLE</th><th align="center" valign="middle"  rowspan="2"  >Wavelength (nm)</th><th align="center" valign="middle"  colspan="5"  >TEMPERATURES FOR HEAT TREATMENT IN APIS MELLIFERA HONEY BEES</th></tr></thead><tr><td align="center" valign="middle" >STT</td><td align="center" valign="middle" >40˚C</td><td align="center" valign="middle" >50˚C</td><td align="center" valign="middle" >60˚C</td><td align="center" valign="middle" >70˚C</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle"  colspan="5"  >% Absorbance NIR</td></tr><tr><td align="center" valign="middle" >M-MANG</td><td align="center" valign="middle" >900.85</td><td align="center" valign="middle" >0.040</td><td align="center" valign="middle" >0.137</td><td align="center" valign="middle" >0.151</td><td align="center" valign="middle" >0.053</td><td align="center" valign="middle" >0.101</td></tr><tr><td align="center" valign="middle" >M-MANG</td><td align="center" valign="middle" >1000</td><td align="center" valign="middle" >0.148</td><td align="center" valign="middle" >0.239</td><td align="center" valign="middle" >0.254</td><td align="center" valign="middle" >0.159</td><td align="center" valign="middle" >0.203</td></tr><tr><td align="center" valign="middle" >M-MANG</td><td align="center" valign="middle" >1200.34</td><td align="center" valign="middle" >0.426</td><td align="center" valign="middle" >0.513</td><td align="center" valign="middle" >0.523</td><td align="center" valign="middle" >0.430</td><td align="center" valign="middle" >0.468</td></tr><tr><td align="center" valign="middle" >M-MANG</td><td align="center" valign="middle" >1368.73</td><td align="center" valign="middle" >0.629</td><td align="center" valign="middle" >0.799</td><td align="center" valign="middle" >0.791</td><td align="center" valign="middle" >0.703</td><td align="center" valign="middle" >0.727</td></tr></tbody></table></table-wrap><p>The effect that the heat treatment exerts on the optical characteristics of this honey sample is not easily appreciated. In order to have a clearer vision, the amplified image of the graph is presented below (<xref ref-type="fig" rid="fig1">Figure 1</xref>0).</p><p>For additional information, the NIR Transmittance spectra obtained for the same mangrove honey sample from the Mexican Pacific coast in the state of Sinaloa are presented (<xref ref-type="fig" rid="fig1">Figure 1</xref>1).</p><p>The Transmittance in the NIR zone of the EEM is useful, since the difference in the percentage (of Transmittance) can be appreciated for each temperature recorded in the different stages of the TT, as it is the case of this Mangle honey coming from the Pacific coast on the shores of the state of Sinaloa.</p><p>The Absorbance results obtained in the Visible range of the Electromagnetic Spectrum of Mangle honey are shown below (<xref ref-type="fig" rid="fig1">Figure 1</xref>2).</p><p>The following image shows the effect of the heat treatment on the Transmittance optical spectrum for the same sample of M-MANG honey from the Pacific coast of the state of Sinaloa (<xref ref-type="fig" rid="fig1">Figure 1</xref>3).</p><p>The above image shows that these wavelengths (Visible zone) of the EEM are not useful for detecting the effect of TT on Mangle honey at temperatures of 40˚C, 50˚C, 60˚C and up to 70˚C.</p></sec><sec id="s4"><title>4. Conclusions</title><p>1) The Monofloralis nectar honeys analyzed in the present work were more optically stable against Thermal Treatment (TT) than Polyfloralis nectar honeys, as shown by the graphs of the NIR Absorbance optical spectra profiles.</p><p>2) The spectroscopic analysis in the Visible range of the EEM was not useful to identify the effect of the TT performed on the honey samples in the present work, but it can be evidenced in the NIR range, where the lines of the spectral profiles show Greater separation.</p><p>3) It is possible to identify a different optical signal (modification in the optical properties of honey) due to the effect of TT in honey from Apis mellifera bees, as seen in the graphs of the profiles of the EEM shown in this work.</p><p>4) It is necessary to know the optical profile of the original honey before the TT to later identify the optical variations.</p><p>5) The result of the study of TT in honey bee evidences possible effects caused in the increase of Hydroxymethylfurfural and Diastase, both indicators of heating and/or freshness of honey.</p></sec><sec id="s5"><title>Acknowledgements</title><p>National Council of Science and Technology (CONACYT by its acronym in Spanish).</p><p>Autonomous University of the State of Morelos (UAEM by its acronym in Spanish). Center for Research in Engineering and Applied Sciences (CIICAp by its acronym in Spanish).</p></sec><sec id="s6"><title>Conflicts of Interest</title><p>The authors declare no conflicts of interest regarding the publication of this paper.</p></sec><sec id="s7"><title>Cite this paper</title><p>Quevedo, P.B., Pensado, M.&#193;.B., Romero, R.J. and Mart&#237;nez, A.R. (2020) Optical Determination of the Effects by Thermal Treatment (TT) in Honey of Apis mellifera Bees. Journal of Agricultural Chemistry and Environment, 9, 37-47. https://doi.org/10.4236/jacen.2020.92004</p></sec></body><back><ref-list><title>References</title><ref id="scirp.99422-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Senasica, S. 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