<?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">OALibJ</journal-id><journal-title-group><journal-title>Open Access Library Journal</journal-title></journal-title-group><issn pub-type="epub">2333-9705</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/oalib.1106293</article-id><article-id pub-id-type="publisher-id">OALibJ-100168</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Biomedical&amp;Life Sciences</subject><subject> Business&amp;Economics</subject><subject> Chemistry&amp;Materials Science</subject><subject> Computer Science&amp;Communications</subject><subject> Earth&amp;Environmental Sciences</subject><subject> Engineering</subject><subject> Medicine&amp;Healthcare</subject><subject> Physics&amp;Mathematics</subject><subject> Social Sciences&amp;Humanities</subject></subj-group></article-categories><title-group><article-title>
 
 
  A Radiological Survey in Tailings: A Case Study of Rosterman Gold Mine, Western Kenya
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Conrad</surname><given-names>Khisa Wanyama</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>John</surname><given-names>Wanjala Makokha</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>Fred</surname><given-names>Wekesa Masinde</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref></contrib></contrib-group><aff id="aff1"><addr-line>Department of Science, Technology and Engineering, Kibabii University, Bungoma, Kenya</addr-line></aff><aff id="aff2"><addr-line>Department of Physical Sciences, South Eastern Kenya University, Kitui, Kenya</addr-line></aff><pub-date pub-type="epub"><day>23</day><month>04</month><year>2020</year></pub-date><volume>07</volume><issue>05</issue><fpage>1</fpage><lpage>9</lpage><history><date date-type="received"><day>2,</day>	<month>April</month>	<year>2020</year></date><date date-type="rev-recd"><day>10,</day>	<month>May</month>	<year>2020</year>	</date><date date-type="accepted"><day>13,</day>	<month>May</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>
 
 
  
    Thirty samples of tailing waste weighing 200 g were randomly collected from both active and inactive tunnels at the Rosterman gold mine site in western Kenya. The average activity concentration of the radionuclides (40K, 232Th and 238U) analyzed by the gamma-ray spectrometry in the tailing samples was 260 &#177; 14.29 Bq/Kg for 40K, 118 &#177; 8.25 Bq/Kg for 232Th and 81 &#177; 3.63 Bq/Kg for 238U. The corresponding radiological parameters for all the collected thirty tailing waste samples were determined from the specific mean activity concentrations. The average dose rate for all the samples was 54 nGy/h. The average radium equivalent value was 262 &#177; 12.04 Bq/Kg with a range of 154 &#177; 6.42 Bq/Kg to 350 &#177; 10.24 Bq/Kg. The average values of external and internal indices were 0.6 &#177; 0.03 mSv/y and 0.7 &#177; 0.04 mSv/y respectively. The average indoor and outdoor annual effective dose rates that were determined for this study were 0.3 &#177; 0.02 and 0.2 &#177; 0.01 respectively. Therefore, the tailing samples recorded doses and radiological indices below the world average permissible values. This implies that the radiation exposure to the miners and general public due to tailing wastes at Rosterman gold mine poses no significant health risk. 
  
 
</p></abstract><kwd-group><kwd>Tailing Samples</kwd><kwd> Rosterman Gold Mine</kwd><kwd> Gamma Ray Spectrometry</kwd><kwd> Radionuclides</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>Natural radioactivity and the associated exposure due to gamma radiations depend on the geographical conditions and appear at different levels in the soil [<xref ref-type="bibr" rid="scirp.100168-ref1">1</xref>]. The specific levels are related to the type of rock from which the soil originates. Higher radioactivity levels are associated with igneous rocks such as granitic and silic rocks and lower levels with sedimentary rocks except Shale and Phosphate rocks [<xref ref-type="bibr" rid="scirp.100168-ref2">2</xref>]. Several surveys have shown that there are a few regions in the world that are known as high background radiation regions due to geology and geochemical effects that cause enhanced levels of terrestrial radiation [<xref ref-type="bibr" rid="scirp.100168-ref3">3</xref>].</p><p>The main sources of external gamma radiation are due to <sup>40</sup>K, <sup>238</sup>U and <sup>232</sup>Th with their decay products [<xref ref-type="bibr" rid="scirp.100168-ref4">4</xref>]. <sup>226</sup>Ra and its daughter products are responsible for the major fraction of the internal dose received by humans from naturally occurring radionuclides [<xref ref-type="bibr" rid="scirp.100168-ref2">2</xref>]. Among the natural radionuclides, alpha and beta emitters are considered the most important with respect to potential internal radiation exposure to humans particularly through ingestion of food and water as approximately 20% of <sup>226</sup>Ra isotope and 12% of the lead isotopes which are the decay products of <sup>238</sup>U and <sup>232</sup>Th considered for this study reach the blood stream and are distributed to the whole body and follow the same metabolism as calcium [<xref ref-type="bibr" rid="scirp.100168-ref5">5</xref>]. The percentage distribution of annual intakes of Uranium and Thorium radionuclide decay series in diet ranges between 4% and 96% [<xref ref-type="bibr" rid="scirp.100168-ref6">6</xref>], as a result accumulation of these radionuclides has a vital health effects such as leukemia, bone cancer and increase in blood pressure [<xref ref-type="bibr" rid="scirp.100168-ref7">7</xref>]. The annual global average per caput dose from the natural background radiation is 2.42 mSv; this includes cosmic radiations, radon inhalation and terrestrial sources [<xref ref-type="bibr" rid="scirp.100168-ref8">8</xref>].</p><p>Gold mining plays a major role in the Kenya’s economic growth and development. In western Kenya (Kakamega county) has done artisanal for a period of about forty years. Apart from being a relevant source of income for local and national economy, gold mining may be responsible for several environmentally harmful effects; including tailing waste dumping, soil erosion, landscape deterioration and pollution. During artisanal gold mining, gold is manually extracted from open pits using hand tools, dried and then crushed. The tailing wastes are then dumped without proper regulations which may pose radionuclides that are harmful to human life [<xref ref-type="bibr" rid="scirp.100168-ref9">9</xref>]. Mining has therefore been identified as one of the potential sources of exposure to naturally occurring radioactive materials [<xref ref-type="bibr" rid="scirp.100168-ref6">6</xref>]. As a result, it is necessary for base-line studies to be carried out prior to the commencement of mining activity and subsequent similar work to be done to ascertain the radioactivity levels of these radionuclides that arise due to mining activities.</p><p>The present study seeks to assess the concentration levels of the radionuclides in the tailing wastes from Rosterman gold mining site, Western Kenya so that information could be provided for future reference. The survey study focuses on the determination of activity concentration and radiological indices and dose rate values.</p></sec><sec id="s2"><title>2. Local Geology of the Study Area</title><p>The present study was conducted in Western Kenya where the Rosterman gold</p><p>mine site is situated. The Rosterman gold mine site is therefore situated in Lurambi sub-county, Kakamega municipality and 3.4 km from Kakamega town (<xref ref-type="fig" rid="fig1">Figure 1</xref>). Lurambi Sub County is one of the elective constituencies in Kenya situated in Kakamega County. It is bordered by Ikolomani constituency to the south and globally located at 0˚17.569N, 34˚39.812E with approximately 420 km<sup>2</sup>. The population projection of Lurambi Sub County was estimated at 297,394 people according to the 2019 population census [<xref ref-type="bibr" rid="scirp.100168-ref10">10</xref>]. <xref ref-type="fig" rid="fig1">Figure 1</xref> shows the Rosterman gold mine area where all the samples analyzed were collected and measurements taken using NaI(TI) gamma ray spectrometry.</p><p>The number of the houses in Lurambi Sub County is approximated at 65,121 households [<xref ref-type="bibr" rid="scirp.100168-ref10">10</xref>]. Currently, the population may have increased due to birth rates and increased job opportunities as a result of the presence of the Rosterman gold site. From <xref ref-type="fig" rid="fig1">Figure 1</xref>, two samples were collected from each tailing point for high statistical impact, as a result the study area had two targeted areas, mining site that consist of tailing tunnels and dumping site that consist of tailing wastes.</p></sec><sec id="s3"><title>3. Sample Collection and Preparation</title><p>A total of thirty tailing waste samples were collected randomly from Rosterman gold mining site, western Kenya. Each sample was then collected at a depth of 50 cm and had a net weight of 0.2 kg. Each raw sample was temporarily packed into 300 g plastic bottle well coded with date of collection, sample identification number and tunnel number. The plastic bottles were sealed to avoid leakage and contamination. The samples were then sun dried independently and ground to ensure homogeneity [<xref ref-type="bibr" rid="scirp.100168-ref3">3</xref>]. The samples were then sieved with a 2 mm mesh wire and then packed in water and air tight plastic containers and kept for at least twenty-eight days to allow <sup>232</sup>Th and <sup>226</sup>Ra attain secular equilibrium with their short-lived daughter radionuclides [<xref ref-type="bibr" rid="scirp.100168-ref12">12</xref>].</p></sec><sec id="s4"><title>4. Calibration of the Instrument</title><p>Energy calibration is generally done to derive the relationship between peak position in the spectrum and the corresponding gamma ray photon energy [<xref ref-type="bibr" rid="scirp.100168-ref13">13</xref>]. In this study a NaI(TI) gamma ray spectrometer was used to determine the radionuclides of interest and their corresponding abundance. The calibration was done by the standard materials obtained from the international atomic energy agency whose activities are 4900 Bq/Kg for RG∙U<sup>−1</sup>, 3280 Bq/Kg for RG∙Th<sup>−1</sup> and 13,400 Bq/Kg for RG∙K<sup>−1</sup> [<xref ref-type="bibr" rid="scirp.100168-ref14">14</xref>]. Two tailing samples were run per day for a live time of 480 minutes each. Due to the assumption that the radionuclides of interest and their decay daughters had attained secular equilibrium, the activity concentration of <sup>40</sup>K was determined from a photo peak of 1460 KeV, <sup>214</sup>Bi at a gamma line of 609 KeV, <sup>232</sup>Th at a gamma line of 2615 KeV and <sup>238</sup>U at a gamma line of 1765 KeV [<xref ref-type="bibr" rid="scirp.100168-ref15">15</xref>].</p></sec><sec id="s5"><title>5. Results and Discussion</title><sec id="s5_1"><title>5.1. Specific Activity Concentration</title><p>The analytical Equation (1) [<xref ref-type="bibr" rid="scirp.100168-ref16">16</xref>] was used to determine the specific activity concentrations of the three radionuclides (<sup>40</sup>K, <sup>232</sup>Th and <sup>238</sup>U) and the mean average activity concentration tabulated as shown in <xref ref-type="table" rid="table1">Table 1</xref>.</p><p>A c = N D p ⋅ n ⋅ M (1)</p><p>where A<sub>c</sub> is the specific activity concentration for a tailing sample in Bq/Kg, N<sub>D</sub> is the net count rate for a particular gamma ray energy, E, p is the emission probability for gamma ray transition energy, E, n is the detection efficiency at particular gamma ray energy, E and M is the tailing sample mass in Kg.</p><p>In general, <sup>40</sup>K reported higher mean activity concentration in the collected tailing samples than <sup>232</sup>Th and <sup>238</sup>U as presented in <xref ref-type="table" rid="table1">Table 1</xref>. This was attributed by presence of minerals such as silicate in the sampled tailings [<xref ref-type="bibr" rid="scirp.100168-ref17">17</xref>]. The mean activity concentration of <sup>232</sup>Th and <sup>238</sup>U were higher than the worlds average values of 45 Bq/Kg and 33 Bq/Kg respectively [<xref ref-type="bibr" rid="scirp.100168-ref6">6</xref>]. These values were higher due to the change in the minerals components of the tailings as a result of difference in the depth of the tunnels [<xref ref-type="bibr" rid="scirp.100168-ref18">18</xref>]. <xref ref-type="fig" rid="fig2">Figure 2</xref> compares <sup>40</sup>K activity concentration in the tailing samples collected from Rosterman gold mine site.</p><p>From <xref ref-type="fig" rid="fig2">Figure 2</xref>, all the samples collected registered a mean activity concentration that was less than the world’s average value of 400 Bq/Kg [<xref ref-type="bibr" rid="scirp.100168-ref6">6</xref>]. The wider</p><table-wrap id="table1" ><label><xref ref-type="table" rid="table1">Table 1</xref></label><caption><title> Mean average activity concentration of <sup>238</sup>U, <sup>232</sup>Th and <sup>40</sup>K for the tailing samples collected at Rosterman gold mine site</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Radionuclide</th><th align="center" valign="middle" >A<sub>c</sub> for Radionuclides</th></tr></thead><tr><td align="center" valign="middle" ><sup>40</sup>K</td><td align="center" valign="middle" >260 &#177; 14.29</td></tr><tr><td align="center" valign="middle" ><sup>232</sup>Th</td><td align="center" valign="middle" >118 &#177; 8.25</td></tr><tr><td align="center" valign="middle" ><sup>238</sup>U</td><td align="center" valign="middle" >81 &#177; 3.63</td></tr></tbody></table></table-wrap><p>variation in the activity concentration of <sup>40</sup>K in the thirty collected samples was as a result of non-uniform distribution of the radionuclide in the rocks or the tailing wastes (<xref ref-type="fig" rid="fig2">Figure 2</xref>). However, the mean values of <sup>40</sup>K, <sup>232</sup>Th and <sup>238</sup>U registered from the collected tailing samples were far below the exemption levels of 1000 Bq/Kg for <sup>232</sup>Th and <sup>238</sup>U and 100,000 Bq/Kg for <sup>40</sup>K [<xref ref-type="bibr" rid="scirp.100168-ref19">19</xref>].</p></sec><sec id="s5_2"><title>5.2. Dose Rates</title><p>The absorbed dose rate, ADR (nGy∙h<sup>−1</sup>) evaluated in air 1m above the ground from various sampling points was done by converting specific activity concentration to absorbed dose rate using the conversion factors of 0.043, 0.662 and 0.427 for <sup>40</sup>K, <sup>232</sup>Th and <sup>226</sup>Ra respectively [<xref ref-type="bibr" rid="scirp.100168-ref5">5</xref>]. To determine the annual individual’s total risk, the absorbed dose rate was then converted to annual effective dose rate (mSv∙y<sup>−1</sup>) using guidelines for indoor and outdoor exposures [<xref ref-type="bibr" rid="scirp.100168-ref2">2</xref>]. The indoor annual effective dose rate ranged between 0.1 &#177; 0.01 and 0.4 &#177; 0.02 mSv/y with an average annual effective dose rate of 0.3 &#177; 0.01 mSv/y for all the collected tailing samples. This was below the global average value of 0.41 mSv/y [<xref ref-type="bibr" rid="scirp.100168-ref20">20</xref>]. The outdoor annual effective dose rate registered had a minimum value of 0.1 &#177; 0.00 mSv/y and a maximum value of 0.3 &#177; 0.01 mSv/y with an average value of 0.2 &#177; 0.01 mSv/y. This is still below the world average value of 0.48 mSv/y [<xref ref-type="bibr" rid="scirp.100168-ref21">21</xref>]. Hence the radiations exposure from tailing wastes at Rosterman gold mine poses no radiological health risk to the miners and the general public. <xref ref-type="fig" rid="fig3">Figure 3</xref> shows the comparison between the annual effective dose rates</p><p>By comparison, the results of the annual effective dose rate in this research compare well with the range of annual effective dose rate values reported for other countries [<xref ref-type="bibr" rid="scirp.100168-ref6">6</xref>] as well as results from similar studies carried out in other gold mining sites such as Ghana [<xref ref-type="bibr" rid="scirp.100168-ref22">22</xref>]. From <xref ref-type="fig" rid="fig3">Figure 3</xref>, the values obtained for indoor annual effective dose r ate were higher than the outdoor annual effective dose rate, this is due time that is spend by the miners and general public indoor is higher as compared to outdoor. All the samples therefore had annual effective dose rates below the permissible limits (<xref ref-type="fig" rid="fig3">Figure 3</xref>); hence the radiation exposure from the tailing samples poses no significant health risk to the population around Rosterman gold mine.</p></sec><sec id="s5_3"><title>5.3. Radiological Hazard Indices</title><p>The radiological risk exposure by the radionuclides in the tailing samples at Rosterman gold mining site was estimated by the respective analytical equations [<xref ref-type="bibr" rid="scirp.100168-ref23">23</xref>]. Higher values of the radiological hazard indices were reported by sample number 27 as a result of non-uniform distribution of the primordial radioisotopes in the crustal structure. The radiological hazard indices such as radium equivalent, varied from one tailing sample to another indicating that there is non-uniform crustal distribution of natural radionuclides. The hazard indices (internal hazard index and external hazard index) and radium equivalent average values obtained from the collected tailing samples were tabulated in <xref ref-type="table" rid="table2">Table 2</xref>.</p><p>The average radium equivalent was below the global permissible limit of 370 Bq/Kg as shown in <xref ref-type="table" rid="table2">Table 2</xref> [<xref ref-type="bibr" rid="scirp.100168-ref25">25</xref>], while internal hazard index and external hazard index were also below the global permissible limit of a unit [<xref ref-type="bibr" rid="scirp.100168-ref20">20</xref>]. Therefore, the radiation exposure to the public due to tailing wastes at Rosterman gold mine has insignificant health implication.</p><table-wrap id="table2" ><label><xref ref-type="table" rid="table2">Table 2</xref></label><caption><title> The mean values of radium equivalent and the hazard indices of the tailing samples collected from Rosterman gold mine site</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Indices</th><th align="center" valign="middle" >Study average value</th><th align="center" valign="middle" >Global permissible value</th></tr></thead><tr><td align="center" valign="middle" >Internal hazard (Hin)</td><td align="center" valign="middle" >0.7 &#177; 0.04 mSv/y</td><td align="center" valign="middle" >A unit [<xref ref-type="bibr" rid="scirp.100168-ref21">21</xref>]</td></tr><tr><td align="center" valign="middle" >External hazard (Hex)</td><td align="center" valign="middle" >0.6 &#177; 0.03 mSv/y</td><td align="center" valign="middle" >A unit [<xref ref-type="bibr" rid="scirp.100168-ref24">24</xref>]</td></tr><tr><td align="center" valign="middle" >Radium equivalent (Raeq)</td><td align="center" valign="middle" >262 &#177; 12.04 Bq/Kg</td><td align="center" valign="middle" >370 Bq/Kg [<xref ref-type="bibr" rid="scirp.100168-ref6">6</xref>]</td></tr></tbody></table></table-wrap></sec></sec><sec id="s6"><title>6. Conclusion</title><p>The concentration levels of natural radioactivity have been determined for all the collected tailing waste samples. Very few samples registered high levels of radioactivity concentrations due to non-uniform distribution of the primordial radionuclides in the crustal structure. However, the internal hazard index and external hazard index were below the global permissible or safety limit of 1 mSv/y. The average radium equivalent was also below the world agreed value of 370 Bq/Kg and therefore the tailing wastes have insignificant exposure risk to the miners at the gold mining site. Similar studies need to be done for several upcoming tunnels to monitor trends in the tailing’s radioactivity concentration levels.</p></sec><sec id="s7"><title>Acknowledgements</title><p>This research was carried out with the cooperation and support of the local residents of Rosterman gold mine site during the collection of the samples. Department of Science, Technology and Engineering at Kibabii University for provision of laboratory equipment’s for sample collection and preparation. Kenyatta University, specifically the department of PHYSICS for providing the equipment for sample analysis (gamma ray spectrometry). I gratefully thank Dr. John W. Makokha in the department of Science, Technology and Engineering of Kibabii University for his professional contributions in this study. I also appreciate Dr. Fred W. Masinde for support and linking me to the Open Access Library Journal.</p></sec><sec id="s8"><title>Conflicts of Interest</title><p>The authors declare no conflict of interest regarding publication of this paper.</p></sec><sec id="s9"><title>Cite this paper</title><p>Wanyama, C.K., Makokha, J.W. and Masinde, F.W. (2020) A Radiological Survey in Tailings: A Case Study of Rosterman Gold Mine, Western Kenya. 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