Date palm waste biochars alter a soil respiration, microbial biomass carbon, and heavy metal mobility in contaminated mined soil

  • Mohammad I. Al-Wabel
  • Adel Rabie A. Usman
  • Abdullah S. Al-Farraj
  • Yong Sik Ok
  • Adel Abduljabbar
  • Abdulelah I. Al-Faraj
  • Abdelazeem S. Sallam
Original Paper
  • 129 Downloads

Abstract

A 30-day incubation experiment was conducted using a heavy metal-contaminated mined soil amended with date palm feedstock (FS) and its derivative biochars (BCs) at three pyrolysis temperatures of 300 (BC-300), 500 (BC-500), and 700 °C (BC-700) with different application rates (0.0, 5, 15, and 30 g kg−1) to investigate their short-term effects on soil respiration (CO2–C efflux), microbial biomass carbon (MBC), soil organic carbon (SOC), mobile fraction of heavy metals (Cd, Cu, Pb, Zn, Mn, and Fe), pH, and electrical conductivity (EC). The results showed that FS and BC-300 with increasing addition rate significantly reduced soil pH, whereas SOC, CO2–C efflux, and soil MBC were increased compared to the control. On the contrary, BC-500 and BC-700 increased soil pH at early stage of incubation and have small or no effects on SOC, CO2–C efflux, and MBC. Based on the results, the date palm biochars exhibited much lower cumulative CO2–C efflux than feedstock, even with low-temperature biochar, indicating that BCs have C sequestration potential. Applying BC-700 at 15 and 30 g kg−1 significantly reduced cumulative CO2–C efflux by 21.8 and 45.4% compared to the control, respectively. The incorporation of FS into contaminated soil significantly increased the mobile content of Cd and Mn, but decreased the mobile content of Cu. However, BC-300 significantly reduced the mobile content of Cd, Cu, Pb, and Zn. It could be concluded that low-temperature biochar could be used as a soil amendment for reducing heavy metal mobility in mining contaminated soil in addition to minimize soil CO2–C efflux.

Keywords

CO2–C efflux Contamination Microbial activity Mining soil Pyrolysis temperature Toxic metals 

References

  1. Adriano, D. C., Wenzel, W. W., Vangronsvel, J., & Bolan, N. S. (2004). Role of assisted natural remediation in environmental cleanup. Geoderma, 122, 121–142.CrossRefGoogle Scholar
  2. Ahmad, H. R., Ghafoor, A., Corwin, D. L., Aziz, M. A., Saifullah, & Sabir, M. (2011). Organic and inorganic amendments affect soil concentration and accumulation of cadmium and lead in wheat in calcareous alkaline soils. Communication in Soil Science and Plant Analysis, 42, 111–122.CrossRefGoogle Scholar
  3. Ahmad, M., Ok, Y. S., Kim, B.-Y., Ahn, J.-H., Lee, Y. H., Zhang, M., et al. (2016). Impact of soybean stover- and pine needle-derived biochars on Pb and As mobility, microbial community, and carbon stability in a contaminated agricultural soil. Journal of Environmental Management, 166, 131–139.CrossRefGoogle Scholar
  4. Ahmad, M., Rajapaksha, A. U., Lim, J. E., Zhang, M., Boland, N., Mohan, D., et al. (2014). Biochar as a sorbent for contaminant management in soil and water: A review. Chemosphere, 99, 19–33.CrossRefGoogle Scholar
  5. Al-Farraj, A. S., Usman, A. R. A., & Al Otaibi, S. H. M. (2013). Assessment of heavy metals contamination in soils surrounding a gold mine: Comparison of two digestion methods. Chemistry and Ecology, 29, 329–339.CrossRefGoogle Scholar
  6. Alvarenga, P., Gonçalves, A. P., Fernandes, R. M., de Varennes, A., Vallini, G., Duarte, E., et al. (2009). Organic residues as immobilizing agents in aided phytostabilization: (I) Effects on soil chemical characteristics. Chemosphere, 74, 1292–1300.CrossRefGoogle Scholar
  7. Al-Wabel, M. I., Al-Omran, A., El-Naggar, A. H., Nadeem, M., & Usman, A. R. A. (2013). Pyrolysis temperature induced changes in characteristics and chemical composition of biochar produced from Conocarpus wastes. Bioresource Technology, 131, 374–379.CrossRefGoogle Scholar
  8. Al-Wabel, M. I., Usman, A. R. A., El-Naggar, A. H., Aly, A. A., Ibrahim, H. M., Elmaghraby, S., et al. (2015). Conocarpus biochar as a soil amendment for reducing heavy metal availability and uptake by maize plants. Saudi Journal of Biological Sciences., 22, 503–511.CrossRefGoogle Scholar
  9. Ameloot, N., Sleutel, S., Das, K. C., Kanagartnam, J., & Neve, S. (2015). Biochar amendment to soils with contrasting organic matter level: Effects on N mineralization and biological soil properties. GCB Bioenergy, 7, 135–144.CrossRefGoogle Scholar
  10. American Society for Testing and Materials (ASTM). (1989). Standard methods for chemical analysis of wood charcoal. Philadelphia, PA, USA: ASTM. (ASTM D1762-84).Google Scholar
  11. Anderson, T. H., & Domsch, K. H. (1993). The metabolic quotient for CO2 (qCO2) as a specific activity parameter to assess the effects of environmental conditions, such as pH, on the microbial biomass of forest soil. Soil Biology and Biochemistry, 25, 393–395.CrossRefGoogle Scholar
  12. Ashworth, D. J., & Alloway, B. J. (2008). Influence of dissolved organic matter on the solubility of heavy metals in sewage-sludge-amended soils. Communication in Soil Science and Plant Analysis, 39, 538–550.CrossRefGoogle Scholar
  13. Black, C. A. (1965). Methods of soil analysis (pp. 1562–1565). Madison, Wisconsin, USA: American Society of Agronomy Inc.Google Scholar
  14. Boehm, H. P. (1994). Some aspects of the surface chemistry of carbon blacks and other carbons. Carbon, 32, 759–769.CrossRefGoogle Scholar
  15. Butnan, S., Deenik, J. L., Toomsan, B., Antal, M. J., & Vityakon, P. (2016). Biochar properties influencing greenhouse gas emissions in tropical soils differing in texture and mineralogy. Journal of Environmental Quality, 45, 1509–1519.CrossRefGoogle Scholar
  16. Calvelo Pereira, R., Kaal, J., Camps Arbestain, M., Pardo Lorenzo, R., Aitkenhead, W., Hedley, M., et al. (2011). Contribution to characterisation of biochar to estimate the labile fraction of carbon. Organic Geochemistry, 42, 1331–1342.CrossRefGoogle Scholar
  17. Cao, X. D., Ma, L. N., Gao, B., & Harris, W. (2009). Dairy-manure derived biochar effectively sorbs lead and atrazine. Environmental Science Technology, 43, 3285–3291.CrossRefGoogle Scholar
  18. Chen, C.-P., Cheng, C.-H., Huang, Y.-H., Chen, C.-T., Lai, C.-M., Menyailo, O. V., et al. (2014). Converting leguminous green manure into biochar: Changes in chemical composition and C and N mineralization. Geoderma, 232–234, 581–588.CrossRefGoogle Scholar
  19. Cheng, C. H., Lehmann, J., & Engelhard, M. H. (2008). Natural oxidation of black carbon in soils: Changes in molecular form and surface charge along a climosequence. Geochimica et Cosmochimica Acta, 72, 1598–1610.CrossRefGoogle Scholar
  20. Cheng, C. H., Lehmann, J., Thies, J. E., Burton, S. D., & Engelhard, M. H. (2006). Oxidation of black carbon by biotic and abiotic processes. Organic Geochemistry, 37, 1477–1488.CrossRefGoogle Scholar
  21. Chintala, R., Mollinedo, J., Schumacher, T. E., Malo, D. D., & Julson, J. L. (2014). Effect of biochar on chemical properties of acidic soil. Archives of Agronomy and Soil Science, 60, 393–404.CrossRefGoogle Scholar
  22. Clemente, R., Escolar, Á., & Bernal, M. P. (2006). Heavy metals fractionation and organic matter mineralisation in contaminated calcareous soil amended with organic materials. Bioresource Technology, 97, 1894–1901.CrossRefGoogle Scholar
  23. EL-Mahrouky, M., EL-Naggar, A. H., Usman, A. R., & Al-Wabel, M. (2015). Dynamics of CO2 emission and biochemical properties of a sandy calcareous soil amended with conocarpus waste and biochar. Pedosphere, 25, 46–56.CrossRefGoogle Scholar
  24. Farrell, M., Perkins, W. T., Hobbs, P. J., Griffith, G. W., & Jones, D. L. (2010). Migration of heavy metals in soil as influenced by compost amendments. Environmental Pollution, 158, 55–64.CrossRefGoogle Scholar
  25. Fawzy, E. M. (2008). Soil remediation using in situ immobilization techniques. Chemistry and Ecology, 24, 147–156.CrossRefGoogle Scholar
  26. Gee, G. W., & Bauder, J. W. (1994). Particle-size analysis. In A. Klute (Ed.), Methods of soil analysis. Part 1. Physical and mineralogical methods (3rd ed., pp. 377–382). Madison: SSSA and ASA.Google Scholar
  27. Gupta, A. K., & Sinha, S. (2006). Chemical fractionation and heavy metal accumulation in the plant of Sesamum indicum (L.) var. T55 grown on soil amended with tannery sludge: Selection of single extractants. Chemosphere, 64, 161–173.CrossRefGoogle Scholar
  28. Hu, Y., Liu, X., Bai, J., Shih, K., Zeng, E. Y., & Cheng, H. (2013). Assessing heavy metal pollution in the surface soils of a region that had undergone three decades of intense industrialization and urbanization. Environmental Science and Pollution Research, 20, 6150–6159.CrossRefGoogle Scholar
  29. Huang, J., Huang, R., Jiao, J. J., & Chen, K. (2007). Speciation and mobility of heavy metals in mud, in coastal reclamation areas in Chenzhen, China. Environmental Geology, 53, 221–228.CrossRefGoogle Scholar
  30. Ibrahim, M., Cao, C. G., & Zhan, M. (2015). Changes of CO2 emission and labile organic carbon as influenced by rice straw and different water regimes. International Journal of Environmental Science and Technology, 12, 263–274.CrossRefGoogle Scholar
  31. Jiang, S., Huang, L., Nguyen, T. A. H., Ok, Y. S., Rudolph, V., Yang, H., et al. (2016). Copper and zinc adsorption by softwood and hardwood biochars under elevated sulphate-induced salinity and acidic pH conditions. Chemosphere, 142, 64–71.CrossRefGoogle Scholar
  32. Jien, S.-H., & Wang, C.-S. (2013). Effects of biochar on soil properties and erosion potential in a highly weathered soil. Catena, 110, 225–233.CrossRefGoogle Scholar
  33. Junna, S., Bingchen, W., Gang, X., & Hongbo, S. (2014). Effects of wheat straw biochar on carbon mineralization and guidance for large-scale soil quality improvement in the coastal wetland. Ecological Engineering, 62, 43–47.CrossRefGoogle Scholar
  34. Kolb, S. E., Fermanich, K. J., & Dornbush, M. E. (2009). Effect of charcoal quantity on microbial biomass and activity in temperate soils. Soil Science Society of America Journal, 73, 1173–1181.CrossRefGoogle Scholar
  35. Kumpiene, J., Lagerkvist, A., & Maurice, C. (2008). Stabilization of As, Cr, Cu, Pb and Zn in soil using amendments–a review. Waste Management, 28, 215–225.CrossRefGoogle Scholar
  36. Lehmann, J., Czimczik, C., Laird, D., & Sohi, S. (2009). Stability of biochar in the soil. In J. Lehmann & S. Joseph (Eds.), Biochar for environmental management. Sterling: Science and Technology, Earthscan.Google Scholar
  37. Lehmann, J., Rillig, M. C., Thies, J., Masiello, C. A., Hockaday, W. C., & Crowley, D. (2011). Biochar effects on soil biota: A review. Soil Biology and Biochemistry, 43, 1812–1836.CrossRefGoogle Scholar
  38. Leifeld, J., Siebert, S., & Kogel-Knabner, I. (2002). Biological activity and organic matter mineralization of soil amended with biowaste composts. Journal of Plant Nutrition and Soil Science, 165, 151–159.CrossRefGoogle Scholar
  39. Li, F., Cao, X., Zhao, L., Yang, F., Wang, J., & Wang, S. (2013). Short-term effects of raw rice straw and its derived biochar on greenhouse gas emission in five typical soils in China. Soil Science and Plant Nutrition, 59, 800–811.CrossRefGoogle Scholar
  40. Liang, B. Q., Lehmann, J., Solomon, D., Sohi, S., Thies, J. E., Skjemstad, J. O., et al. (2008). Stability of biomass-derived black carbon in soils. Geochimica et Cosmochimica Acta, 72, 6069–6078.CrossRefGoogle Scholar
  41. Ling, W., Shen, Q., Gao, Y., Gu, X., & Yang, Z. (2007). Use of bentonite to control the release of copper from contaminated soils. Australian Journal of Soil Research, 45, 618–623.CrossRefGoogle Scholar
  42. Liu, X. H., & Zhang, X. C. (2012). Effect of biochar on pH of alkaline soils in the loess plateau: Results from incubation experiments. International Journal of Agriculture and Biology, 14, 745–750.Google Scholar
  43. Liu, S., Zhang, Y., Zong, Y., Hu, Z., Wu, S., Zhou, J., et al. (2015). Response of soil carbon dioxide fluxes, soil organic carbon and microbial biomass carbon to biochar amendment: A meta-analysis. GCB Bioenergy, 8, 392–406.CrossRefGoogle Scholar
  44. Masood, S., Naz, T., Javed, M. T., Ahmed, I., Ullah, H., & Iqbal, M. (2014). Effect of short-term supply of farmyard manure on maize growth and soil parameters in pot culture. Archives of Agronomy and Soil Science, 60, 337–347.CrossRefGoogle Scholar
  45. McLean, J. E., & Bledsoe, B. E. (1992). Ground water issue: Behavior of metals in soils, Report No. EPA/540/S-92/018. Washington, DC: U.S. Environmental Protection Agency.Google Scholar
  46. Mukherjee, A., Zimmerman, A. R., & Harris, W. (2011). Surface chemistry variations among a series of laboratory-produced biochars. Geoderma, 163, 247–255.CrossRefGoogle Scholar
  47. Namgay, T., Singh, B., & Singh, B. P. (2010). Influence of biochar application to soil on the availability of As, Cd, Cu, Pb, and Zn to maize (Zea mays L.). Australian Journal of Soil Research, 48, 638–647.CrossRefGoogle Scholar
  48. Nartey, O. D., & Zhao, B. (2014). Biochar preparation, characterization, and adsorptive capacity and its effect on bioavailability of contaminants: An overview. Advances in Materials Science and Engineering, 715398, 12.Google Scholar
  49. Narwal, R. P., & Singh, B. R. (1998). Effect of organic materials on partitioning, extractability and plant uptake of metals in an alum shale soil. Water, Air, and Soil pollution, 103, 405–421.CrossRefGoogle Scholar
  50. Nelson, D. W., & Sommers, L. E. (1996). Total carbon, organic carbon, and organic matter. In D. L. Sparks et al. (Eds.), Methods of soil analysis. Part 3—Chemical methods (pp. 961–1010). Madison: SSSA Book Ser. 5.Google Scholar
  51. Nguyen, B. T., & Lehmann, J. (2009). Black carbon decomposition under varying water regimes. Organic Geochemistry, 40, 846–853.CrossRefGoogle Scholar
  52. Nigussie, A., Kissi, E., Misganaw, M., & Ambaw, G. (2012). Effect of biochar application on soil properties and nutrient uptake of lettuces (Lactuca sativa) grown in chromium polluted soils. American-Eurasian Journal of Agricultural and Environmental Science, 12, 369–376.Google Scholar
  53. Novak, J. M., Lima, I., Xing, B., Gaskin, J. W., Steiner, C., Das, K. C., et al. (2009). Characterization of designer biochar produced at different temperatures and their effects on a loamy sand. Annals of Environmental Science, 3, 195–206.Google Scholar
  54. Ouyang, L., Yu, L., & Zhang, R. (2014). Effects of amendment of different biochars on soil carbon mineralisation and sequestration. Soil Research, 52, 46–54.CrossRefGoogle Scholar
  55. Ouyang, L., & Zhang, R. (2013). Effects of biochars derived from different feedstocks and pyrolysis temperatures on soil physical and hydraulic properties. Journal of Soils and Sediments, 13, 1561–1572.CrossRefGoogle Scholar
  56. Park, J. H., Choppala, G. K., Bolan, N. S., Chung, J. W., & Chuasavathi, T. (2011). Biochar reduces the bioavailability and phytotoxicity of heavy metals. Plant and Soil, 348, 439–451.CrossRefGoogle Scholar
  57. Pascual, J. A., Garcia, C., Hernandez, T., & Ayuso, M. (1997). Changes in the microbial activity of an arid soil amended with urban organic wastes. Biology and Fertility of Soils, 24, 429–434.CrossRefGoogle Scholar
  58. Qian, L., Zhang, W., Yan, J., Han, L., Gao, W., Liu, R., et al. (2016). Effective removal of heavy metal by biochar colloids under different pyrolysis temperatures. Bioresource Technology, 206, 217–224.CrossRefGoogle Scholar
  59. Rajapaksha, A. U., Chen, S. S., Tsang, D. C. W., Zhang, M., Vithanage, M., Mandal, S., et al. (2016). Engineered/designer biochar for contaminant removal/immobilization from soil and water: Potential and implication of biochar modification. Chemosphere, 148, 276–291.CrossRefGoogle Scholar
  60. Rees, F., Simonnot, M. O., & More, J. L. (2014). Short-term effects of biochar on soil heavy metal mobility are controlled by intra-particle diffusion and soil pH increase. European Journal of Soil Science, 65, 149–161.CrossRefGoogle Scholar
  61. Rizwan, M., Ali, S., Qayyum, M. F., Ibrahim, M., Zia-ur-Rehman, M., Abbas, T., et al. (2016). Mechanisms of biochar-mediated alleviation of toxicity of trace elements in plants: A critical review. Environmental Science and Pollution Research, 23, 2230–2248.CrossRefGoogle Scholar
  62. Song, D., Xi, X., Huang, S., Liang, G., Sun, J., Zhou, W., et al. (2016). Short-term responses of soil respiration and C-cycle enzyme activities to additions of biochar and urea in a calcareous soil. PLoS One, 11, e0161694. doi:10.1371/journal.pone.0161694.CrossRefGoogle Scholar
  63. Song, D., Zhuang, D., Jiang, D., Fu, J., & Wang, Q. (2015). Integrated health risk assessment of heavy metals in Suxian County, South China. International Journal of Environmental Research and Public Health, 12, 7100–7117.CrossRefGoogle Scholar
  64. Sparks, D. L. (1996). Methods of soil analysis. Madison, WI: Soil Society of American.Google Scholar
  65. Spokas, K. A., & Reicosky, D. C. (2009). Impacts of sixteen different biochars on soil greenhouse gas production. Annals of Environmental Science, 3, 179–193.Google Scholar
  66. StatSoft Inc. (1995). Statistica for windows (computer program manual). Tulsa, OK: StatSoft Inc.Google Scholar
  67. Temminghoff, E. J. M., Van Der Zee, S. E. A. T. M., & De Haan, F. A. M. (1998). Effects of dissolved organic matter on mobility of Cu in a contaminated sandy soil. European Journal of Soil Science, 49, 617–628.CrossRefGoogle Scholar
  68. Uchimiya, M., Cantrell, K. B., Hunt, P. G., Novak, J. M., & Chang, S. C. (2012). Retention of heavy metals in a Typic Kandiudult amended with different manure-based biochars. Journal of Environmental Quality, 41, 1138–1149.CrossRefGoogle Scholar
  69. Uchimiya, M., Lima, I. M., Klasson, K. T., Chang, S., Wartelle, L. H., & Rodgers, J. E. (2010a). Immobilization of heavy metal ions (CuII, CdII, NiII, and PbII) by broiler litter derived biochars in water and soil. Journal of Agricultural and Food Chemistry, 58, 5538–5544.CrossRefGoogle Scholar
  70. Uchimiya, M., Lima, I. M., Klasson, K. T., & Wartelle, L. H. (2010b). Contaminant immobilization and nutrient release by biochar soil amendment: Roles of natural organic matter. Chemosphere, 80, 935–940.CrossRefGoogle Scholar
  71. US Environmental Protection Agency (USEPA). (1992). Microwave assisted acid digestion of sediments sludges, soils and oils. Washington, DC: EPA. (Method 3051).Google Scholar
  72. Usman, A. R. A., Abduljabbar, A., Vithanaged, M., Ok, Y. S., Ahmad, M., Elfakia, J., et al. (2015). Biochar production from date palm waste: Charring temperature induced changes in composition and surface chemistry. Journal of Analytical and Applied Pyrolysis, 115, 392–400.CrossRefGoogle Scholar
  73. Usman, A. R. A., Al-Wabel, M. I., Ok, Y. S., Al-Harbi, A. R., Wahb-Allah, M. A., El-Naggar, A. H., et al. (2016). Conocarpus biochar induces changes in soil nutrient availability and tomato growth under saline irrigation. Pedosphere, 26, 27–38.CrossRefGoogle Scholar
  74. Usman, A. R. A., Kuzyakov, Y., & Stahr, K. (2004). Dynamics of organic C mineralization and the mobile fraction of heavy metals in calcareous soil incubated with organic wastes. Water, Air, and Soil Pollution, 158, 401–418.CrossRefGoogle Scholar
  75. Vance, E. D., Brookes, P. C., & Jenkinson, D. S. (1987). An extraction method for measuring microbial biomass C. Soil Biology and Biochemistry, 19, 703–707.CrossRefGoogle Scholar
  76. Walker, D. J., Clemente, R., Roig, A., & Bernal, M. P. (2003). The effects of soil amendments on heavy metal bioavailability in two contaminated Mediterranean soils. Environmental Pollution, 122, 303–312.CrossRefGoogle Scholar
  77. Wang, L., Butterly, I. C. R., Wang, Y., Herath, H. M. S. K., Xi, Y.-G., & Xiao, X. J. (2014). Effect of crop residue biochar on soil acidity amelioration in strongly acidic tea garden soils. Soil Use and Management, 30, 119–128.CrossRefGoogle Scholar
  78. Wijesekara, H., Bolan, N. S., Vithanage, M., Xu, Y., Mandal, S., Brown, S. L., et al. (2016). Chapter two-utilization of biowaste for mine spoil rehabilitation. Advances in Agronomy, 138, 97–173.CrossRefGoogle Scholar
  79. Woldetsadik, D., Drechsel, P., Keraita, B., Marschner, B., Itanna, F., & Gebrekidan, H. (2016). Effects of biochar and alkaline amendments on cadmium immobilization, selected nutrient and cadmium concentrations of lettuce (Lactuca sativa) in two contrasting soils. SpringerPlus, 5, 397. doi:10.1186/s40064-016-2019-6.CrossRefGoogle Scholar
  80. Wuana, R. A., & Okieimen, F. E. (2011). Heavy metals in contaminated soils: A review of sources, chemistry, risks and best available strategies for remediation. ISRN Ecology, 402647, 20. doi:10.5402/2011/402647.Google Scholar
  81. Yuan, J. H., Xu, R. K., Wang, N., & Li, J. Y. (2011). Amendment of acid soils with crop residues and biochars. Pedosphere, 21, 302–308.CrossRefGoogle Scholar
  82. Zhai, L., CaiJi, Z., Liu, J., Wang, H., Ren, T., Gai, X., et al. (2015). Short-term effects of maize residue biochar on phosphorus availability in two soils with different phosphorus sorption capacities. Biology and Fertility of Soils, 51, 113–122.CrossRefGoogle Scholar
  83. Zhang, H., Voroney, R. P., & Price, G. W. (2014). Effects of biochar amendments on soil microbial biomass and activity. Journal of Environmental Quality, 43, 2104–2114.CrossRefGoogle Scholar

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Authors and Affiliations

  • Mohammad I. Al-Wabel
    • 1
  • Adel Rabie A. Usman
    • 1
    • 2
  • Abdullah S. Al-Farraj
    • 1
  • Yong Sik Ok
    • 3
  • Adel Abduljabbar
    • 4
  • Abdulelah I. Al-Faraj
    • 5
  • Abdelazeem S. Sallam
    • 1
  1. 1.Soil Sciences Department, College of Food and Agricultural SciencesKing Saud UniversityRiyadhSaudi Arabia
  2. 2.Department of Soils and Water, Faculty of AgricultureAssiut UniversityAssiutEgypt
  3. 3.Korea Biochar Research Center, School of Natural Resources and Environmental ScienceKangwon National UniversityChuncheonKorea
  4. 4.Industrial Psychology, College of EducationKing Saud UniversityRiyadhSaudi Arabia
  5. 5.Agriculture Engineering Department, College of Food and Agriculture SciencesKing Saud UniversityRiyadhSaudi Arabia

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