Skip to main content
Log in

Assessment of radiation hazards related to phosphate ore processing around Kpémé plant in Togo: multivariate statistical approach

  • Original Paper
  • Published:
International Journal of Environmental Science and Technology Aims and scope Submit manuscript

Abstract

The activity concentrations of 238U, 226Ra, 232Th and 40K were carried out on soil samples from phosphate ore processing site at Kpémé, Togo. Spatial distribution of the activity concentrations of all radionuclides and associated risk hazards parameters were performed using multivariate statistical analysis such as Kendall’s, Spearman’s and Pearson’s correlations and principal components analysis. The level of exposure due to gamma-ray radiations was estimated. The results concerning the activity concentrations of 238U, 226Ra, 232Th showed values higher than the recommended limit except 40K. The total average values of the radium equivalent activity index, absorbed gamma dose rate in air, internal and external hazard indices, Iɣ and excess lifetime cancer risk were 381.27 Bq kg−1, 175.11 nGy h−1, 1.94, 1.03, 1.02 and 0.00075, respectively. These values were higher than the worldwide maximum admissible value. However, the exposed dose to workers and the public was below the limit recommended. Statistical analysis indicated strong positive correlation between 238U, 226Ra and 232Th, and negative correlation between the previous radionuclides with 40K. The Pearson’s correlations related to the parameters is linearly the best approximation of the measured values. Principal component analysis indicated that the responsible of radiological risk’s variations in the vicinity of Kpémé plant are uranium and its decay products. The radon mass exhalation rate was investigated and its maximum value was around 16% of the worldwide admissible value. Hence it was assumed that the use of Kpémé soil as building material is safe but requires aeration to avoid the accumulation of radon gas.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8

Similar content being viewed by others

Availability of data and materials

The datasets used and/or analyzed during the current study may be made available from the corresponding author on reasonable request.

References

  • Ababneh AM, Eyadeh MM (2015) Coincidence summing corrections in HPGe gamma-ray spectrometry for Marinelli-beakers geometry using peak to total (P/T) calibration. J Radiat Res Appl Sci. https://doi.org/10.1016/j.jrras.2015.05.003

    Article  Google Scholar 

  • Abbady AGE, Uosif MAM, El-Taher A (2005) Natural radioactivity and dose assessment for phosphate rocks from Wadi El-Mashash and El-Mahamid Mines, Egypt. J Environ Radioact 84:65–78

    Article  CAS  Google Scholar 

  • Abbas YM, Hegazy TM, Nassif MS, Shoeib MY, Hegazy TM, Nassif MS, Shoeib MY (2020) Measurement of Ra concentration and radon exhalation rate in rock samples from Al-Qusair area using CR-39. J Radiat Res Appl Sci 13:102–110. https://doi.org/10.1080/16878507.2019.1706264

    Article  CAS  Google Scholar 

  • Abdel-Razek YA, Masoud MS, Hanfi MY, El-Nagdy MS (2016) ScienceDirect effective radiation doses from natural sources at seila area south eastern desert, Egypt. J Taibah Univ Sci 10:271–280. https://doi.org/10.1016/j.jtusci.2015.06.010

    Article  Google Scholar 

  • Ademola AK, Ayo I, Babalola OF, Alabi DO et al (2014a) Assessments of natural radioactivity and determination of heavy metals in soil around industrial dumpsites in Sango-Ota, Ogun state, Nigeria. J Med Phys 39(2):106–111. https://doi.org/10.4103/0971-6203.131285

    Article  Google Scholar 

  • Ademola AK, Bello AK, Adejumobi AC (2014b) Determination of natural radioactivity and hazard in soil samples in and around gold mining area in Itagunmodi, South-Western, Nigeria. J Radiat Res Appl Sci 7:249–255

    Article  Google Scholar 

  • Ahamad T, Singh P, Nautiyal OP et al (2021) Quantification of 222Rn/ 220Rn exhalation rates from soil samples of Champawat region in Kumaun Himalaya, India. J Radioanal Nucl Chem. https://doi.org/10.1007/s10967-021-07954-y

    Article  Google Scholar 

  • Ahmed NK (2005) El-Arabi GM (2005) Natural radioactivity in farm soil and phosphate fertilizer and its environmental implications in Qena governorate, Upper Egypt. J Environ Radioact 84:51–64

    Article  CAS  Google Scholar 

  • Aziable E, Tchegueni S, Bodjona MB, Degbe AK, Zamama M, Hafidi M, EL Meray M, Kili KA (2017a) Valorization of agro-industrial waste by bio-process aerobic “composting”. J Mater Environ Sci (JMES, 2017a) 8(4):1277–1283. http://www.jmaterenvironsci.com

  • Aziable E, Tchegueni S, Bodjona MB, Degbe AK, Hafidi M, El Meray M, Kili KA (2017b) Physicochemical characterization of soils around the processing plant of phosphate of Kpémé in Togo. Moroccan J Chem ISSN: 2351-812X

  • Beretka J, Mathew PJ (1985) Natural radioactivity of Australian building materials, industrial wastes and by-products. Health Phys 48:87–95. https://doi.org/10.1097/00004032-198501000-00007

    Article  CAS  Google Scholar 

  • Chen M, Graedel TE (2015) The potential for mining trace elements from phosphate rock. J Clean Prod 91:337–346

    Article  CAS  Google Scholar 

  • Cieślik BM, Namieśnik J, Konieczka P (2015) Review of sewage sludge management: standards, regulations and analytical methods. J Clean Prod 90:1–15

    Article  Google Scholar 

  • Cojoc EI, Postolache C, Olariu B, Beierkuhnlein C (2016) Effects of anthropogenic fragmentation on primary productivity and soil carbon storage in temperate mountain grasslands. Environ Monit Assess. https://doi.org/10.1007/s10661-016-5667-7

    Article  Google Scholar 

  • Darwish DAE, Abul-Nasr KTM, El-Khayatt AM (2015) The assessment of natural radioactivity and its associated radiological hazards and dose parameters in granite samples from South Sinai, Egypt. J Radiat Res Appl Sci 8:17–25

    Article  CAS  Google Scholar 

  • Dragovic S, Onjia A (2006) Classification of soil samples according to their geographic origin using gamma-ray spectrometry and principal component analysis. J Environ Radioact 89:150–158. https://doi.org/10.1016/j.jenvrad.2006.05.002

    Article  CAS  Google Scholar 

  • El Zrelli R, Rabaoui L, Beek PV, Castet S, Souhaut M, Gr ́egoire M, Courjault- rade P, (2019) Natural radioactivity and radiation hazard assessment of industrial wastes from the coastal phosphate treatment plants of Gabes (Tunisia, Southern Mediterranean Sea). Marine Pollut Bull 146:454–461. https://doi.org/10.1016/j.marpolbul.2019.06.075

    Article  CAS  Google Scholar 

  • Farhan N, Ridha AA, Dheyaa M, Hanfi MY, Mostafa MYA (2021) Materials today: proceedings development of alpha tracks measurement with thermal oven as an etching technique for SSNTDs. Mater Today Proc. https://doi.org/10.1016/j.matpr.2020.12.232

    Article  Google Scholar 

  • Forkapic S, Vasin J, Bikit I et al (2017) Correlations between soil characteristics and radioactivity content of Vojvodina soil. J Environ Radioact 166:104–111. https://doi.org/10.1016/j.jenvrad.2016.04.003

    Article  CAS  Google Scholar 

  • Gaafar I, Hanfia M, El-Ahllb Lina S, Zeidana I (2021) Assessment of radiation hazards from phosphate rocks, Sibaiya area, central eastern desert, Egypt. Appl Radiat Isotopes 173:109734

    Article  CAS  Google Scholar 

  • Glavič-Cindro D, Korun M, Nečemer M et al (2016) Evaluation of comparison and proficiency test results of gamma ray spectrometry at Jožef Stefan Institute from 1986 to 2014. Appl Radiat Isot 109:54–60. https://doi.org/10.1016/j.apradiso.2015.12.025

    Article  CAS  Google Scholar 

  • Glavič-Cindro D, Hazou E, Korun M et al (2020) Measurement uncertainty arising from sampling of environmental samples. Appl Radiat Isot. https://doi.org/10.1016/j.apradiso.2019.108978

    Article  Google Scholar 

  • Gnandi K, Tozo K, Edorh AP, Abi H, Agbeko K, Amouzouvi K, Gnon B, Gado T, Kili K, Bouchet P, Akpagana K (2008) Bioaccumulation de certains elements métalliques dans les produits maraîchers cultivés sur les sols urbains le long de l’autoroute Lomé-Aného. Sud Togo Acta Bot Gallica 115(3):415–426

    Article  Google Scholar 

  • Guembou Shouop CJ, Ndontchueng Moyo M, Chene G et al (2017) Assessment of natural radioactivity and associated radiation hazards in sand building material used in Douala Littoral-Region of Cameroon, using gamma spectrometry. Environ Earth Sci. https://doi.org/10.1007/s12665-017-6474-3

    Article  Google Scholar 

  • Günay O, Saç MM, Içhedef M et al (2019) Natural radioactivity analysis of soil samples from Ganos fault (GF). Int J Environ Sci Technol 16:5055–5058. https://doi.org/10.1007/s13762-018-1793-9

    Article  CAS  Google Scholar 

  • Hanfi M, Yarmoshenko I (2020) Health risk assessment quantification from heavy metals contamination in the urban soil and urban surface deposited sediment. J Taibah Univ Sci 14(1):285–293. https://doi.org/10.1080/16583655.2020.1735735

    Article  Google Scholar 

  • Hanfi MY, Bahaa ME, Sayyed MI, Mayeen UK, Bradley DA (2021) Natural radioactivity in the prospecting tunnel in Egypt: dose rate and risk assessment. Radiat Phys Chem 187:109555

    Article  CAS  Google Scholar 

  • Hassan NM, Chae JS (2019) Radioactivity and radiological impact of industrial raw materials in Korea. Int J Environ Sci Technol 16:8073–8080. https://doi.org/10.1007/s13762-019-02358-8

    Article  CAS  Google Scholar 

  • Hazou E, Patchali TE (2021) Case studies in chemical and environmental engineering assessment of radiological hazards in the phosphate mining area of Kpogame, Togo. Case Stud Chem Environ Eng 3:100077. https://doi.org/10.1016/j.cscee.2020.100077

    Article  CAS  Google Scholar 

  • Hazou E, Guembou Shouop CJ, NguelemMekongtso EJ et al (2019) Preliminary assessment of natural radioactivity and associated radiation hazards in a phosphate mining site in southern area of Togo. Radiat Detect Technol Methods. https://doi.org/10.1007/s41605-018-0091-x

    Article  Google Scholar 

  • Hazou E, Zorko B, Nečemer M et al (2021a) Heavy metal pollution assessment using energy-dispersive x-ray fluorescence and multivariate statistical approach of soil from phosphate ore sites, Southern Region of Togo. Water Air Soil Pollut 232:489. https://doi.org/10.1007/s11270-021-05439-y

    Article  CAS  Google Scholar 

  • Hazou E, Zorko B, Dzagli MM, Haliba EM, Shouop CJG, Moyo MN, Tchakpele PK (2021b) Transfer from soil to grass and statistical analysis of naturally occurring radionuclides in soil from phosphate mining and processing sites in Maritime Region of Togo. Environ Earth Sci 80:626. https://doi.org/10.1007/s12665-021-09931-w

    Article  CAS  Google Scholar 

  • Ibikunle SB, Arogunjo AM, Ajayi OS (2018) Characterization of radiation dose and excess lifetime cancer risk due to natural radionuclides in soils from some cities in southwestern Nigeria. J Forensic Sci Crim Inves 10(4):555793. https://doi.org/10.19080/JFSCI.2018.10.555793

    Article  Google Scholar 

  • ICRP (2008) Radiation dose to patients from radiopharmaceuticals e addendum 3 to ICRP Publication 53. ICRP Publication 106 Annals of the ICRP, vol 38, pp 1–2

  • Karunakara N, Yashodhara I, Sudeep Kumara K, Tripathi RM, Menon SM et al (2014) Assessment of ambient gamma dose rate around a prospective uranium mining area of south India—a comparative study of dose by direct methods and soil radioactivity measurements. Res Phys 4:20–27

    Google Scholar 

  • Kumar A, Singh P, Semwal P, Singh K, Prasad M, Ramola RC (2021) Study of primordial radionuclides and radon/thoron exhalation rates in Bageshwar region of Kumaun Himalaya, India. J Radioanal Nucl Chem 328(3):1361–1367

    Article  CAS  Google Scholar 

  • Li S, Wang L, Peng J, Zhai M, Shi W (2019) Efficient thorium (IV) removal by two-dimensional Ti2CTx MXene from aqueous solution. Chem Eng J 15(366):192–199

    Article  Google Scholar 

  • Manisa K, Erdogan M, Usluer A et al (2021) Assessment of natural radioactivity level of soil and water in the region of Çorlu (Turkey). J Radioanal Nucl Chem. https://doi.org/10.1007/s10967-021-07906-6

    Article  Google Scholar 

  • Marsac KE, Burnley PC, Adcock CT, Haber DA, Malchow RL, Hausrath EM (2016) Modeling background radiation using geochemical data: a case study in and around Cameron, Arizona. J Environ Radioact. https://doi.org/10.1016/j.jenvrad.2016.07.012

    Article  Google Scholar 

  • Ndontchueng MM, Nguelem EJM, Motapon O, Njinga RL, Simo A, Guembou JCS, Yimele B (2015) Radiological Hazards in Soil from the Bauxite Deposits Sites in Dschang Region of Cameroon. Br J Appl Sci Technol 5:342

    Article  Google Scholar 

  • Pinto PV, Kumara KS, Karunakara N (2019) Mass exhalation rates, emanation coefficients and enrichment pattern of radon, thoron in various grain size fractions of monazite rich beach placers. Radiat Meas. https://doi.org/10.1016/j.radmeas.2019.106220

    Article  Google Scholar 

  • Pourcelot L, Masson O, Beguin-Leprieur M, Boulet B, Cagnat X, De Vismes-Ott A, Habibi A, Jaegler H, Wampach C, Dias Varela D, Fleury S, Treille F, Hennequet P, Métivier JM, Cossonnet C, Raynal JC, Noack Y (2021) Using the activity of naturally occurring radionuclides to identify the contribution of the Al industry to the atmosphere and plants. Appl Geochem 131:105033. https://doi.org/10.1016/j.apgeochem.2021.105033

    Article  CAS  Google Scholar 

  • Qamouche K, Chetaine A, Elyahyaoui A, Moussaif A, Touzani R, Benkdad A, Amsil H (2020) Materials Today: proceedings Radiological characterization of phosphate rocks, phosphogypsum, phosphoric acid and phosphate fertilizers in Morocco: an assessment of the radiological hazard impact on the environment. Mater Today Proc. https://doi.org/10.1016/j.matpr.2020.04.703

    Article  Google Scholar 

  • Ravisankar R, Chandramohan J, Chandrasekaran A, Jebakumar JPP, Vijayalakshmi I, Vijayagopal P, Venkatraman B (2015) Assessments of radioactivity concentration of natural radionuclides and radiological hazard indices in sediment samples from the East coast of Tamilnadu, India with statistical approach. Mar Pollut Bull 97(1–2):419–430

    Article  CAS  Google Scholar 

  • Shouop G, Joel C, Maurice NM, Mekongtso NJE, Ousmanou M, David S (2018) Monte Carlo method for gamma spectrometry based on GEANT4 toolkit: efficiency calibration of BE6530 detector. J Environ Radioact 189:109–119. https://doi.org/10.1016/j.jenvrad.2018.03.015

    Article  CAS  Google Scholar 

  • UNSCEAR (2000) Sources and effects of ionizing radiation: United Nations Scientific Committee on the Effects of Atomic Radiation. UNSCEAR 2000 Rep. To Gen (Assem)

  • UNSCEAR (2008) Sources and effects of ionizing radiation. Report of the United Nations Scientific Committee on the Effects of Atomic Radiation to the General Assembly (United Nation)

  • Valentin J (2007) Annals of the ICRP annals of the ICRP. Ann ICRP 43:1–99. https://doi.org/10.1016/j.icrp.2006.06.001

    Article  Google Scholar 

  • Wang K, Lin Z, Zhang R (2016) Impact of phosphate mining and separation of mined materials on the hydrology and water environment of the Huangbai River basin. China Sci Total Environ 543:347–356

    Article  CAS  Google Scholar 

  • Wang L, Tao W, Yuan L, Liu Z, Huang Q, Chai Z, Gibson JK, Shi W (2017) Rational control of the interlayer space inside two-dimensional titanium carbides for highly efficient uranium removal and imprisonment. Chem Commun 53(89):12084–12087

    Article  CAS  Google Scholar 

  • Zeng M, Chen M, Huang D, Lei S, Zhang X, Wang L, Cheng Z (2021) Engineered two-dimensional nanomaterials: an emerging paradigm for water purification and monitoring. Mater Horiz 8:758–802

    Article  CAS  Google Scholar 

  • Zhang X, Liu M, Zhao X, Li Y, Zhao W, Li A, Chen S, Chen S, Han X, Huang J (2018) Topography and grazing effects on storage of soil organic carbon and nitrogen in the northern China grasslands. Ecol Indicat 93:45–53. https://doi.org/10.1016/j.ecolind.2018.04.068

    Article  CAS  Google Scholar 

  • Zhang J, Feng L, Jian Y, Luo G, Wang M, Hu B, Liu T, Li J, Yuan Y, Wang N (2021) Interlayer spacing adjusted zirconium phosphate with 2D ion channels for highly efficient removal of uranium contamination in radioactive effluent. Chem Eng J 1(429):132265

    Google Scholar 

  • Zorko B, Korun M, Mora Canadas JC, Nicoulaud-Gouin V, Chyly P, BlixtBuhr AM, Lager C, Aquilonius K (2016) Krajewski P (2016) Systematic influences of gamma-ray spectrometry data near the decision threshold for radioactivity measurements in the environment. J Environ Radioact 158–159:119–128. https://doi.org/10.1016/j.jenvrad.2016.04.009 (Epub 2016 Apr 14)

    Article  CAS  Google Scholar 

Download references

Acknowledgements

The authors wish to express their great gratitude to IAEA for awarding financially the fellowship under STEP program, without which this work would have not been possible; and also appreciate the community of Kpémé for their great cooperation during sampling period. We also thank the Reviewers and Editors of this paper from International Journal of Environmental Science and Technology for their positive comments.

Funding

This research was funded by the International Atomic Energy Agency (IAEA) under Sandwich Training Educational Programme (STEP 2017); recipient: Mr. Eyakifama Hazou.

Author information

Authors and Affiliations

Authors

Contributions

All authors contributed to achieve this manuscript. HE: soil samples collection, preparation and lab analysis, data curation, methodology, investigation, writing-original draft and editing. DMM: supervision, conceptualization, validation and writing-review. NMM: supervision, conceptualization, validation and writing-review. KE: statistical analysis, data curation, methodology, visualization and editing. PTE: conceptualization, methodology, data curation, editing and writing-review. KP: conceptualization, cancer risk assessment, methodology and editing. ZB: soil sample preparation and analysis, conceptualization, validation and writing-review.

Corresponding author

Correspondence to E. Hazou.

Ethics declarations

Conflict of interest

The authors declare that they have no competing interests.

Ethics approval and consent to participate

Not applicable.

Consent for publication

Not applicable.

Additional information

Editorial responsibility: Samareh Mirkia.

Supplementary Information

Below is the link to the electronic supplementary material.

Supplementary file1 (DOCX 49 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Hazou, E., Dzagli, M.M., Ndontchueng, M.M. et al. Assessment of radiation hazards related to phosphate ore processing around Kpémé plant in Togo: multivariate statistical approach. Int. J. Environ. Sci. Technol. 20, 307–320 (2023). https://doi.org/10.1007/s13762-022-04054-6

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s13762-022-04054-6

Keywords

Navigation