Examining Soil Erodibility, Soil pH, and Heavy Metal Accumulation in a Nickel Ore Mine: A Case Study in Tubay, Agusan del Norte, Philippines 10.32526/ennrj/21/202200271

Main Article Content

Jobelle Capilitan
Abigael Balbin
Ian Dominic Tabañag
Evelyn Taboada

Abstract

Mining activity always presents threats to soil and water pollution. As an extractive industry, it disturbs the ground and the biodiversity associated with soil and plants. Its operations have led to severe geological and environmental problems, including the depletion of land and water resources, geological dangers, and ecological landscape devastation that may have accelerated the desertification of mining areas. This case study analyzed the soil’s physical and chemical properties in a nickel laterite mine, including soil erodibility K factor, soil pH, and heavy metal accumulation, as a basis for establishing mine management protocol during and post-mining operations in Tubay, Agusan del Norte, Philippines. Results determined a slightly alkaline pH level. An estimate of soil erodibility ranging from 0.016 to 0.066 was determined using the USLE-K factor, with the highest erodibility at Mine 7, where % silt is high and % sand is lowest. X-ray fluorescence (XRF) spectroscopy was used to analyze soil samples. The findings show that Ni, Fe, Co, and Mn in the soil were above the WHO-permitted limits. The surface soil had mean values of 9,239 ppm for nickel, 302,618 ppm for iron, 639 ppm for cobalt, and 5,203 for manganese. Heavy metals in soil may be consumed by crops and pollute land and water.

Article Details

How to Cite
Capilitan, J., Balbin, A., Tabañag, I. D., & Taboada, E. (2023). Examining Soil Erodibility, Soil pH, and Heavy Metal Accumulation in a Nickel Ore Mine: A Case Study in Tubay, Agusan del Norte, Philippines: 10.32526/ennrj/21/202200271. Environment and Natural Resources Journal, 21(3), 279–289. Retrieved from https://ph02.tci-thaijo.org/index.php/ennrj/article/view/249425
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Original Research Articles

References

Aksoy H, Mahe G, Meddi M. Modeling and practice of erosion and sediment transport under change. Water (Switzerland) 2019;11(8):1-9.

Almasalmeh O, Saleh AA, Mourad KA. Soil erosion and sediment transport modelling using hydrological models and remote sensing techniques in Wadi Billi, Egypt. Modeling Earth Systems and Environment 2021;8:1215-26.

Apodaca DC, Domingo JPT, David CPC, David SD. Siltation load contribution of nickel laterite mining on the coastal water quality of Hinadkaban Bay, Surigao Provinces, Philippines. IOP Conference Series: Earth and Environmental Science 2018;191(1):Article No. 012048.

Auerswald K, Fiener P, Martin W, Elhaus D. Use and misuse of the K factor equation in soil erosion modeling: An alternative equation for determining USLE nomograph soil erodibility values. Catena 2014;118:220-5.

El Azhari A, Rhoujjati A, El Hachimi ML, Ambrosi J-Paul. Pollution and ecological risk assessment of heavy metals in the soil-plant system and the sediment-water column around a former Pb/Zn-mining area in NE Morocco. Ecotoxicology and Environmental Safety 2017;144:464-74.

Bartzas G, Tsakiridis PE, Komnitsas K. Nickel industry: Heavy metal(loid)s contamination - sources, environmental impacts and recent advances on waste valorization. Current Opinion in Environmental Science and Health 2021;21:Article No. 100253.

Bhalerao SA, Sharma AS, Poojari AC. Toxicity of nickel in plants. International Journal of Pure and Applied Bioscience 2015; 3(2):345-55.

Binet MT, Adams MS, Gissi F, Golding LA, Schlekat CE, Garman ER, et al. Toxicity of nickel to tropical freshwater and sediment biota: A critical literature review and gap analysis. Environmental Toxicology and Chemistry 2018;37(2):293-317.

Chen S, Zhang G, Luo Y, Zhou H, Wang K, Wang C. Soil erodibility indicators as affected by water level fluctuations in the Three Gorges Reservoir Area, China. Catena 2021; 207:Aticle No. 105692.

Chileshe MN, Syampungani S, Festin ES, Tigabu M, Daneshvar A, Odén PC. Physico-chemical characteristics and heavy metal concentrations of copper mine wastes in Zambia: Implications for pollution risk and restoration. Journal of Forestry Research 2020;31(4):1283-93.

Department of Agriculture - Bureau of Soil and Water Management (DA-BSWM). Soil map of the Philippines: Soil order [Internet]. 2017 [cited 2023 Feb 18]. Available from: http://farmersguidemap.da.gov.ph/.

Frey SK, Gottschall N, Wilkes G, Grégoire DS, Topp E, Pintar KDM, et al. Rainfall-induced runoff from exposed streambed sediments: An important source of water pollution. Journal of Environmental Quality 2015;44(1):236-47.

Gavhane SK, Sapkale JB, Susware NK, Sapkale SJ. Impact of heavy metals in riverine and estuarine environment: A review. Research Journal of Chemistry and Environment 2021;25(5): 226-33.

Gee GW, Or D. Methods of soil analysis. Part 4: Physical Methods. Vadose Zone Journal 2004;3(2):722-3.

Ghosal K, Bhattacharya SD. A review of RUSLE model. Journal of the Indian Society of Remote Sensing 2020;48(4):689-707.

Golightly JP. Nickeliferous laterite deposits. In: Skinner BJ, editor. Seventy-Fifth Anniversary Volume. Society of Economic Geologists; 1981. p. 710-35.

Gozukara G, Altunbas S, Dengiz O, Adak A. Assessing the effect of soil to water ratios and sampling strategies on the prediction of EC and pH using pXRF and Vis-NIR spectra. Computers and Electronics in Agriculture 2022;203:Article No. 107459.

Hajigholizadeh M, Melesse AM, Fuentes HR. Erosion and sediment transport modelling in shallowwaters: A review on approaches, models and applications. International Journal of Environmental Research and Public Health 2018;15(3): Article No. 518.

He S, He Z, Yang X, Baligar VC. Mechanisms of nickel uptake and hyperaccumulation by plants and implications for soil remediation. Advances in Agronomy 2012;117:117-89.

Huang X, Lin L, Ding S, Tian Z, Zhu X, Wu K, et al. Characteristics of soil erodibility K value and its influencing factors in the Changyan Watershed, Southwest Hubei, China. Land 2022;11(1):Article No. 134.

Institute of Water Research (IWR). RUSLE - K factor Soil. Erosion Assessment Tool [Internet]. 2002 [cited 2022 Mar 4]. Available from: http://www.iwr.msu.edu/rusle/kfactor.htm.

International Union of Soil Sciences (IUSS), Working Group for World Reference Base for Soil Resources (WRB). World Reference Base for Soil Resources 2014, update 2015 International Soil Classification System for Naming Soils and Creating Legends for Soil Maps. 3rd ed. World Soil Resources Reports. Rome (Italy): FAO; 2015.

Jha MK. Impacts of landscape changes on water resources. Water (Switzerland) 2020;12(8):10-5.

Khan J, Singh R, Upreti P, Yadav RK. Geo-statistical assessment of soil quality and identification of heavy metal contamination using integrated GIS and multivariate statistical analysis in industrial region of Western India. Environmental Technology and Innovation 2022;28:Article No. 102646.

Khanchoul K, Boubehziz S. Spatial Variability of soil erodibility at El Hammam Catchment, Northeast of Algeria. Environment and Ecosystem Science 2019;3(1):17-25.

Kulikov M, Schickhoff U, Gröngröft A, Borchardt P. Modelling soil erodibility in mountain rangelands of southern Kyrgyzstan. Pedosphere 2020;30(4):443-56.

Kumar S, Kushwaha SPS. Modelling soil erosion risk based on RUSLE-3D using GIS in a Shivalik Sub-Watershed. Journal of Earth System Science 2013;122(2):389-98.

Lei K, Pan H, Lin C. A landscape approach towards ecological restoration and sustainable development of mining areas. Ecological Engineering 2016;90:320-5.

Madubuike CN, Nwachukwu PI, Emerson KU, Asuzu CC. Comparative assessment of selected erodibility indices for erosion prediction of soils of Imo State, Southeast, Nigeria. International Journal of Agriculture, Environment and Bioresearch 2020;5(05):198-209.

Milligan TG, Law BA. Contaminants at the sediment-water interface: Implications for environmental impact assessment and effects monitoring. Environmental Science and Technology 2013;47(11):5828-34.

Morgan RPC, Nearing MA. Handbook of Erosion Modelling. Blackwell Publishing, Ltd; 2011.

Morgan RPC, Quinton JN, Smith RE, Govers G, Poesen JWA, Auerswald K, et al. The european soil erosion model (EUROSEM): A dynamic approach for predicting sediment transport from fields and small catchments. Earth Surface Processes and Landforms 1998;23(6):527-44.

Murphy S, Ciménez D, Muldowney LS, Heckman JR. Soil Organic Matter Level and Interpretation. Fact Sheet FS1136. Rutgers, The State University of New Jersey; 2012. p. 1-3.

Nahon D. Evolution of iron crusts in tropical landscapes. In: Rates of Chemical Weathering of Rocks and Minerals. London: Academic Press; 1986. p. 169-91.

National Institute of Hydrology. Hydrological modeling: Current status and future directions. Environmental Earth Sciences 2017;77:Article No. 242.

Nelson DW, Sommers LE. Total carbon, organic carbon, and organic matter. Methods of Soil Analysis, Part 3: Chemical Methods 2018;(5):961-1010.

Okorafor OO, Akinbile CO, Adeyemo AJ. Determination of soils erodibility factor (K) for selected sites in Imo State, Nigeria. Resources and Environment 2018;8(1):6-13.

Ostovari Y, Ghorbani-Dashtaki S, Kumar L, Shabani F. Soil erodibility and its prediction in semi-arid regions. Archives of Agronomy and Soil Science 2019;65(12):1688-703.

Peralta E, Pérez G, Ojeda G, Alcañiz JM, Valiente M, López-Mesas M, et al. Heavy metal availability assessment using portable X-ray fluorescence and single extraction procedures on former vineyard polluted soils. Science of the Total Environment 2020;726:Article No. 138670.

Pijl A, Reuter LEH, Quarella E, Vogel TA, Tarolli P. GIS-based soil erosion modelling under various steep-slope vineyard practices. Catena 2020;193:Article No.104604.

Prematuri R, Turjaman M, Sato T, Tawaraya K. The impact of nickel mining on soil properties and growth of two fast-growing tropical trees species. International Journal of Forestry Research 2020;2020:Article No. 8837590.

Radziuk H, Switoniak M. Soil erodibility factor (K) in soils under varying stages of truncation. Soil Science Annual 2021; 72(1):1-8.

Rajbanshi J, Bhattacharya S. Assessment of soil erosion, sediment yield and basin specific controlling factors using RUSLE-SDR and PLSR approach in Konar River Basin, India. Journal of Hydrology 2020;587:Article No. 124935.

Ramli M, Purwanto, Thamrin M, Maemuna, Asrafil M. Analysis of soil erosion on mine area. IOP Conference Series: Materials Science and Engineering 2020;875(1):Article No. 012052.

de Roo A, Jetten V, Wesseling C, Ritsema C. LISEM: A physically-based hydrologic and soil erosion catchment model. In: Modelling Soil Erosion by Water. Berlin, Heidelberg: Springer; 1998. p. 429-40.

Salehi-Varnousfaderani B, Honarbakhsh A, Tahmoures M, Akbari M. Soil erodibility prediction by Vis-NIR spectra and environmental covariates coupled with GIS, regression and PLSR in a watershed scale, Iran. Geoderma Regional 2022; 28:e00470.

Schmidt TS, Clements WH, Wanty RB, Verplanck PL, Church SE, Juan CAS, et al. Geologic processes influence the effects of mining on aquatic ecosystems. Ecological Applications 2012;22(3):870-9.

Shirani M, Afzali KN, Jahan S, Strezov V, Soleimani-Sardo M. Pollution and contamination assessment of heavy metals in the sediments of Jazmurian playa in southeast Iran. Scientific Reports 2020;10(1):1-11.

Sreekanth TVM, Nagajyothi PC, Lee KD, Prasad TNVKV. Occurrence, physiological responses and toxicity of nickel in plants. International Journal of Environmental Science and Technology 2013;10(5):1129-40.

Thomas GW. Soil pH and soil acidity. In: Sparks DL, Page AL, Helmke PA, Loeppert RH, Soltanpour PN, Tabatabai MA, et al, editors. Methods of Soil Analysis: Part 3 Chemical Methods, 53. Soil Science Society of America, Inc., American Society of Agronomy, Inc.; 1996. p. 393-400.

Tian Z, Liu F, Liang Y, Zhu X. Mapping soil erodibility in southeast China at 250 m resolution: Using environmental variables and random forest regression with limited samples. International Soil and Water Conservation Research 2022; 10(1):62-74.

Trescases JJ. The lateritic nickel-ore deposits. In: Soils and Sediments. Berlin, Heidelberg: Springer; 1997. p. 125-38.

United States Department of Agriculture - Natural Resources Conservation Service (USDA-NRCS). Oxisols [Internet]. 2023 [cited 2023 Feb 16]. Available from: https://www.nrcs.usda.gov/conservation-basics/natural-resource-concerns/soils/oxisols.

United States Department of Agriculture (USDA). Soil Mechanics Level I Module 3 - USDA Textural Soil Classification. Natural Resources Conservation Service, USDA; 1987. p. 1-53.

Virto I, Antón R, Apesteguía M, Plante A. Role of Carbonates in the Physical Stabilization of Soil Organic Matter in Agricultural Mediterranean Soils. Soil Management and Climate Change: Effects on Organic Carbon, Nitrogen Dynamics, and Greenhouse Gas Emissions. Elsevier; 2017.

Wang Z, Yeung KWY, Zhou GJ, Yung MMN, Schlekat CE, Garman ER, et al. Acute and chronic toxicity of nickel on freshwater and marine tropical aquatic organisms. Ecotoxicology and Environmental Safety 2020;206:Article No. 111373.

Webster D. Ph - Principles and measurement. In: Encyclopedia of Food Sciences and Nutrition. 2nd ed. 2003. p. 4501-7.

Williams JR, Jones CA, Dyke PT. EPIC - Erosion/Productivity Impact Calculator: 1. Model Documentation. United States Department of Agriculture Technical Bulletin. United States Department of Agriculture (USDA); 1990.

Wischmeier WH, Smith DD. Predicting Rainfall Erosion Losses-A Guide to Conservation Planning. Washington DC, USA: U.S. Department of Agriculture; 1986.

World Health Organization (WHO). Permissible Limits of Heavy Metals in Soil and Plants. Switzerland: Geneva: WHO; 1996.

Wu B. Study on Renewal Strategy of Ecological Restoration in an Abandoned Mining Area Based on the View of Loess Civilization. In: Land Reclamation in Ecological Fragile Areas. CRC Press; 2017. p. 51-3.

Zhang Z, Shen N, Wang Y, Li Y, Song Y, He T. Geological environment problems and countermeasures of Shijiaying mine in western Beijing. Procedia Environmental Sciences 2011;11:1245-52.