Submitted:
14 December 2023
Posted:
15 December 2023
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Abstract
Keywords:
1. INTRODUCTION
- Goal 3: Good Health and Well-being: By utilizing Vernonia spp. for bio-remediation, the research contributes to improving the health and well-being of the communities in Ogoni Land by reducing the harmful effects of hydrocarbon pollution on the environment and human health.
- Goal 6: Clean Water and Sanitation: Restoring hydrocarbon-polluted clay soil through bio-remediation helps protect water sources from contamination, ensuring clean and sustainable water supply for the community.
- Goal 9: Industry, Innovation, and Infrastructure: The research presents an eco-friendly innovation that harnesses the bio-remediation potential of Vernonia spp., providing a sustainable solution for restoring polluted soil and promoting sustainable practices in the industry.
- Goal 13: Climate Action: By addressing hydrocarbon pollution and restoring the clay soil, the research contributes to climate action by mitigating the negative environmental impacts and promoting sustainable land use practices.
- Goal 15: Life on Land: The research focuses on restoring the clay soil in Ogoni Land, which is essential for preserving biodiversity, promoting sustainable agriculture, and ensuring the long-term health of ecosystems in the area. Significance:
- Environmental Restoration: By harnessing the bio-remediation potential of Vernonia spp., the research offers a sustainable and eco-friendly approach to restoring hydrocarbon-polluted clay soil. This has long-term benefits for the environment and ecosystems in Ogoni Land.
- Health and Well-being: The restoration of hydrocarbon-polluted soil helps protect human health by reducing the exposure to harmful pollutants and toxins. This contributes to the overall well-being and quality of life for the communities living in the affected area.
- Sustainable Development: The research aligns with the principles of sustainable development by providing a solution that balances environmental, social, and economic aspects. It promotes sustainable land use practices and contributes to the achievement of multiple UN SDGs.
- Community Empowerment: Implementing bio-remediation techniques using Vernonia spp. can create opportunities for local communities to actively participate in the restoration process, fostering community engagement, and promoting sustainable development at the grassroots level. In summary, the research on harnessing the bio-remediation potential of Vernonia spp. for restoring hydrocarbon-polluted clay soil in Ogoni Land, Nigeria, aligns with various UN SDGs. It carries significant implications for environmental restoration, human health, sustainable development, and community empowerment.
2. LABORATORY ANALYSIS:
2.1. Clay Soil Bio Remedial Analysis
2.1. pH Analysis


2.1.2. HC analysis
2.1.3. Metal Analysis
2.1.4. Pb Remediating Response
1.5. Zn Remediating Response
2.1.6. Cr remediating Response

Modal- Prediction Analysis
2.2.1. Cr remediating Response
- A.
- Regression Analysis: HC versus Time, Mass, pH
| Predictor | Coef | SE Coef | T | P |
| Constant | -6.593 | 1.999 | -3.30 | 0.003 |
| Time | 0.005381 | 0.001098 | 4.90 | 0.000 |
| Mass | 0.004554 | 0.001669 | 2.73 | 0.011 |
| PH | 0.9696 | 0.3016 | 3.22 | 0.003 |
- Source DF SS MS F P
- Regression 3 0.66715 0.22238 124.36 0.000
- Residual Error 26 0.04649 0.00179
- Total 29 0.71364
- B.
- Regression Analysis: Pb versus Time, Mass, pH
| Predictor | Coef | SE Coef | T | P |
| Constant | 2.962 | 1.272 | 2.33 | 0.028 |
| Time | 0.0078210 | 0.0006984 | 11.20 | 0.000 |
| Mass | 0.003239 | 0.001061 | 3.05 | 0.005 |
| PH | -0.4431 | 0.1918 | -2.31 | 0.029 |
- Source DF SS MS F P
- Regression 3 0.213513 0.071171 98.37 0.000
- Residual Error 26 0.018811 0.000724
- Total 29 0.232324
- C.
- Regression Analysis: Zn versus Time, Mass, pH
| Predictor | Coef | SE Coef | T | P |
| Constant | -2.6655 | 0.4158 | -6.41 | 0.000 |
| Time | 0. 002099 | 0.0002283 | 9.20 | 0.000 |
| Mass | 0.0016856 | 0.0003470 | 4.86 | 0.000 |
| PH | 0.39558 | 0.06271 | 6.31 | 0.000 |
- Source DF SS MS F P
- Regression 3 0.213513 0.071171 98.37 0.000
- Residual Error 26 0.018811 0.000724
- Total 29 0.232324
- D.
- Regression Analysis: Cr versus Time, Mass, pH
| Predictor | Coef | SE Coef | T | P |
| Constant | 1.713 | 1.689 | 1.01 | 0.320 |
| Time | 0.008298 | 0.0009276 | 8.95 | 0.000 |
| Mass | 0.006083 | 0.001410 | 4.31 | 0.000 |
| PH | -0.2708 | 0.2548 | -1.06 | 0.298 |
- Source DF SS MS F P
- Regression 3 0.35398 0.11799 92.43 0.000
- Residual Error 26 0.03319 0.00128
- Total 29 0.38717
- 2.
- Vernonia amygdalina Modelling
- A.
- Regression Analysis: HC_1 versus Time_1, Mass_1, pH_1
| Predictor | Coef | SE Coef | T | P |
| Constant | -13.772 | 1.484 | -9.28 | 0.000 |
| Time_1 | 0.0024258 | 0.0009678 | 2.51 | 0.019 |
| Mass_1 | -0.002502 | 0.001491 | -1.68 | 0.105 |
| pH_1 | 2.0617 | 0.2248 | 9.17 | 0.000 |
- Source DF SS MS F P
- Regression 3 0.95150 0.31717 265.55 0.000
- Residual Error 26 0.03105 0.00119
- Total 29 0.98255
- B.
- Regression Analysis: Pb_1 versus Time_1, Mass_1, pH_1
| Predictor | Coef | SE Coef | T | P |
| Constant | 3.962 | 1.697 | 2.33 | 0.028 |
| Time_1 | 0.008439 | 0.001107 | 7.62 | 0.000 |
| Mass_1 | 0.005892 | 0.001705 | 3.46 | 0.002 |
| pH_1 | -0.5983 | 0.2571 | -2.33 | 0.028 |
- Source DF SS MS F P
- Regression 3 0.216307 0.072102 46.16 0.000
- Residual Error 26 0.040610 0.001562
- Total 29 0.256917
- Regression Analysis: Zn_1 versus Time_1, Mass_1, pH_1
| Predictor | Coef | SE Coef | T | P |
| Constant | -1.6346 | 0.3737 | -4.37 | 0.000 |
| Time_1 | 0.0025315 | 0.0002436 | 10.39 | 0.000 |
| Mass_1 | 0.0018940 | 0.0003753 | 5.05 | 0.000 |
| pH_1 | 0.24446 | 0.05659 | 4.32 | 0.000 |
- Source DF SS MS F P
- Regression 3 0.099379 0.033126 437.64 0.000
- Residual Error 26 0.001968 0.000076
- Total 29 0.101347
- C.
- Regression Analysis: Cr_1 versus Time_1, Mass_1, pH_1
| Predictor | Coef | SE Coef | T | P |
| Constant | 1.801 | 1.196 | 1.51 | 0.144 |
| Time_1 | 0.0068464 | 0.0007800 | 8.78 | 0.000 |
| Mass_1 | 0.009396 | 0.001202 | 7.82 | 0.000 |
| pH_1 | -0.2788 | 0.1812 | -1.54 | 0.136 |
- Source DF SS MS F P
- Regression 3 0.37409 0.12470 160.72 0.000
- Residual Error 26 0.02017 0.00078
- Total 29 0.39426
CONCLUSION
Author Contributions
Funding
Acknowledgments
Conflict of Interests
References
- Aldrett, S., Bonner, J.S., McDonalds, T.J., Mills, M.A., Autenrieth, R.L. (1997) Degradation of crude oil enhanced by commercial microbial cultures. Proceedings of 1997 International Oil Spill Conference. American Petroleum Institute, Washington DC, 995-996.
- Anderson, I: (2005). Niger River basin: A Vision for Sustainable Development, The World Bank Pp. 1-131.
- Atlas, R. M. , (1988). Biodegradation of hydrocarbons in the environment, In: Environmental Biotechnology Omenn, GS EdPlenum Press, New York.
- Atlas, R. M. , Microbial hydrocarbon degradation: bioremediation of oil spills. J. Chem. Technol. Biotechnol. 1991, 52, 149–156. [Google Scholar] [CrossRef]
- Azarowicz, R.M. (1973) Microbial degradation of petroleum. US Patent 3,769, 164.
- Baird, J. ,(2010). "Oil's Shame in Africa". Newsweek: 27.
- Banerjee, D. K. , Fedora, P. M., Hashimoto, A., Masliyah, J. H., Pickard, M.A. and Gray, M. R.. Monitoring the biological treatment of anthracite-contaminated soil in a rotating –drum bioreactor. Appl. Microbial. Biotechnol. 1995, 43, 521–528. [Google Scholar]
- Barbee, G. C. , Brown, K. W., Thomas, J. C., Donelley, K. C., Murray, H. E. Mutagenic activity (Ames test) of wood-preserving waste sludge applied to soil Bull. Environ Contam Toxicol. 1996, 57, 54–62. [Google Scholar]
- Bogumil T, (2014). Oil-Induced Displacement and Resettlement: Social Problem and Human Rights Issue, http://www.conflictrecovery.org/bin/Bogumil_Terminski-Oil.
- Bonaventura, C., Boneventura, J., Bodishbaugh, D. F., (1995). Environmental Bioremediation: Approaches and processes. In: Ecotoxicity and Human Health (Eds) de serres, F.J and Bloom, AD CRS Lewis Publ. Boca Raton, New York. 199-200.
- Cheesbrough, M. , 2002. District Laboratory Practice in Tropical Countries, Part 2. Cambridge University Press, UK., pp: 135-162.
- Compeau, G. C., Mahaffey, W. D., Patras, L. Full scale bioremediation of contaminated soil and water. In : Environmental biotechnology for waste treatment. Eds. GS Sayler, R. Fox, JW Blackbourn. Plenum Press, New York and London. Environ. Sci. Res. 1991, 25, 91–109.
- Forsyth, J.V. , Tsao, Y.M., Blem, R.D. (1995) Bioremediation: when is augmentation needed? In Hinchee, R.E. et al. (eds) Bio augmentation for Site Remediation. Battelle Press, Columbus, OH, pp1 14.
- Goldstein, R.M., Mallory, L.M., Alexander, M. (1985) Reasons for possible failure of inoculation to enhance biodegradation. Applied and Environmental Microbiology 1985, 50, 977–983. [CrossRef] [PubMed]
- Gray, M. R., Banerjee, D. K., Fedora, K. P. M., Habhimoto,A., Maslryah,J. H., Pickard, M.A., (1994). Biological remediation of anthracene‐contaminated soil in rotating bioreactors. Appl. Microbial Biotechnol. 1994, 40, 933–944. [CrossRef]
- Hozumi, T., Tsutsumi, H. and Kono, M. (2000) Bioremediation on the shore after an oil spill from the Nakhodka in the Sea of Japan. I. Chemistry and characteristics of the heavy oil loaded on the Nakhodka and biodegradation tests on oil by a bioremediation agent with microbial cultures in the laboratory. Marine Pollution Bulletin 2000, 40, 308–314. [CrossRef]
- Huan Jing Ke Xue (February 2007). "Chemical fixation of metals in soil using bone char and assessment of the soil genotoxicity". Huan Jing Ke Xue. 28: 232–7.
- Hupe, K. , Luth, J. C., Heerenklage, J., Stegmann, R., (1995). Blade-milking reactors in the biological treatment of contaminated soils, in Biological unit processes for HazardousWasteTreatment. Ed by HuncheeRE, Skeen RS, and Sayles GD, Battele Press, Columbus. 153-159.
- Jenkins, K. D. , Sanders, B. M., (1992). Biomonitoring with biomarkers :A multi-tiered framework for conducting the ecological impact of contaminants. In: Ecological indicators. Mekenzie, D., Hyatt, E., McDonald, J. Eds. Elsever, NewYork.
- Le Floch, S., Merlin, F.X., Guillerme, M., Dalmazzone, C., and Le Corre, P. A field experimentation on bioremediation:. Bioren. Environmental Technology 1999, 20, 897–907. [CrossRef]
- Le Floch, S. , Merlin, F.X., Guillerme, M., Tozzolino, P., Ballerini, D., Dalmazzone, C., and Lundh, T. (1997) Bioren: recent experiment on oil polluted shoreline in temperate climate. In: In-Situ and On-Site Bioremediation: Volume 4, Battelle Press, Columbus, OH, pp. 411-417.
- Leahy, J. A., Colwell, R. R., Microbial degradation of hydrocarbons in the environment. Microbiological Reviews 1990, 54, 305–315. [CrossRef]
- Lovley, D. R. Cleaning up with genomics: applying molecular biology to bioremediation. Nature Reviews/Microbiology 2003, 1, 35–44. [Google Scholar] [CrossRef]
- Mauro, G. and Wynne, III, B.J. (1990) Mega Borg oil spill: an open water bioremediation test. Texas General Land Office, Austin, Texas.
- Meagher, RB. Phytoremediation of toxic elemental and organic pollutants. Current Opinion in Plant Biology 2000, 3, 153–162. [Google Scholar] [CrossRef]
- Microbiological cultures for the treatment of an oil spill. Marine Pollution Bulletin, 40, 320 324.
- Moffat, F and Linden, K., (2009). Perception and Reality: Assessing Priorities for Sustainable Development in the Niger River Delta.
- Mohan, R.R., Byrd, G.H., Nixon, J., and Bucker, E.R. (1975) Use of microorganisms to disperse and degrade oil spills. US Patent 3,871,957.
- National Research Council (NRC), (1985). Oil in the sea; inputs, fates and effects. National Academy Press, Washington, DC.
- Olapade, OA; Ronk, AJ. Isolation, Characterization and Community Diversity of Indigenous Putative Toluene-Degrading Bacterial Populations with Catechol-2,3-Dioxygenase Genes in Contaminated Soils. Microbial Ecology. Microbial Ecology. 2014, 69, 59–65.
- O'Loughlin, E. J; Traina, S. J.; Sims, G. K. Effects of sorption on the biodegradation of 2 methylpyridine in aqueous suspensions of reference clay minerals. Environ. Toxicol. And Chem. 2000, 19, 2168–2174. [Google Scholar]
- Olson, B. H. , Tsai, Y., (1992). Molecular approaches to environmental management. In: Environmental Microbiology ed Ralph Mitchell. John Wiley and sons Inc. Pub. New York,239-263.
- Onwurah, I. N. E. Restoring the crop sustaining potential of crude oil polluted soil by means of Azotobacter inoculation. Plant Prod. Res, J. 1999, 4, 6–16. [Google Scholar]
- Onwurah, I. N. E., (2000). A Perspective of Industrial and Environmental Biotechnology. Snaap Press / Publishers Enugu, Nigeria, 148.
- Paerl, H., Piehler, M., Swistak, J., (1996). Coastal diesel fuel pollution effects on the native microbial community. Poster presentedat the Meeting of the American Society of Microbiology, New Orleans May 19‐.
- Prince, P. C. , (1992). Bioremediation of oil spills with particular reference to the spill from Exxon Valdez. Microbial Control of Pollution. (Eds. Fry Jc, Gadd GM Herbert RA, Jones CW and Watson-Craik 1A.) Society for General Microbiology symposium 48.
- Ritter, W. F., Scarborough, R. W. A review of bioremediation of contaminated soils and ground water. J. Environ Sci Health. A. 1995, 30, 323–330.
- Robson, B.D (2003) : ‘Phytoremediation of hydrocarbon-contaminated soil using plants adapted to the western Canadian climate’, Department of Soil Science, University of Saskatchewan, Saskatoon.
- Rosenberg, E. and Ron, E.Z (1996) Bioremediation of petroleum contamination, In R.L. Crawford and D.L. Crawford (Eds.), Bioremediation: principles and Applications, Cambridge University Press, UK, 100-124.
- Shell International Petroleum Company, Developments in Nigeria (London: March 1995).
- Simon, M. , Autenrieth, R.L., McDonald, T.J., Bonner, J.S.(1999) Evaluation of bioaugmentation for remediation of petroleum in a wetland. Proceedings of 1999 International Oil Spill Conference. American Petroleum Institute, Washington DC.
- Sims, G.K. "Nitrogen Starvation Promotes Biodegradation of N-Heterocyclic Compounds in Soil". Soil Biology & Biochemistry. 2006, 38, 2478–2480. [Google Scholar]
- Stroo, H. F. Biotechnology and hazardous waste treatment. J Environ. Qual. 1992, 21, 167. [Google Scholar] [CrossRef]
- Swannell, R.P.J., Lee, K., and McDonagh, M. Field evaluations of marine oil spill bioremediation. Microbiological Reviews 1996, 60, 342–365. [CrossRef]
- The Daily Independent Lagos (2010)."Shell And The N15bn Oil Spill Judgement Debt". . 2010-07 19. Retrieved 27 July 2010.
- Tsutsumi, H., Kono, M., Takai, K., Manabe, T. (2000) Bioremediation on the shore after an oil spill from the Nakhodka in the Sea of Japan. III. Field test of a bioremediation agent with.
- UNDP.( 2006 )"Niger Delta Human Development Report". . p. 76. Retrieved 19 June 2011.
- Venosa, A. D., Lee, K., Suidan, M. T., Garcia‐Blanco, S., Cobanli, S., Moteleb, M., Haines, J.R., Tremblay, G., and Hazelwood, M. (2002) Bioremediation and biorestoration of a crude oilcontaminated freshwater wetland on the St. Lawrence River. Bioremediation Journal, 6.
- Vidal, J., (2010). "Nigeria's agony dwarfs the Gulf oil spill. The US and Europe ignore it". The Observer. Retrieved 27 July 2010. government's national oil spill detection and response agency (Nosdra) says that between 1976 and 1996 alone, more than 2.4m barrels.




| pH and HC readings for samples before contaminant | |||||
| Initial Content sample | Ph | HC | Pb (ug/ml) | Zn (ug/ml) | Cr(ug/ml) |
| Clay soil, Csi | 6.47 | 1.3 | 0.005 | 0.000 | 0.002 |
| pH and HC readings for samples after contaminant | |||||
| Final Content sample | pH | HC | Pb (ug/ml) | Zn (ug/ml) | Cr(ug/ml) |
| Clay soil, Csf | 6.64 | 4.69 | 1.21 | 0.924 | 1.105 |
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