Determining the Spatial Distribution of Some Heavy Metals and Their effects on Soybean Yield at Sari Region
Subject Areas :
Heavy metal
Fatemeh Taghavi Ghasemkheyli
1
,
hemmatollah pirdashti
2
,
Mostafa Emadi
3
,
Mohammad Ali Tajick Ghanbary
4
1 - Ph.D. of Agronomy, Sari Agricultural Sciences and Natural Resources University.
2 - Professor, Department of Agronomy, Genetics and Agricultural Biotechnology Institute of Tabarestan, Sari Agricultural Sciences and Natural Resources University. * (corresponding author)
3 - Associate of Professor, Department of Soil Sciences, Sari Agricultural Sciences and Natural Resources University.
4 - Associate of Professor, Department of Plant Phytopathology, Sari Agricultural Sciences and Natural Resources University.
Received: 2016-05-01
Accepted : 2016-10-05
Published : 2023-01-21
Keywords:
spatial distribution,
Yield components,
Heavy Metals,
Abstract :
Background and Objective: This study aimed to investigate the possibility of heavy metals contamination in the soil next to MDF factory located in Sari, Mazandaran province, Iran and their effects on soybean yield.
Material and Methodology: Accordingly, in an area of 3600 square meters 32 soil samples from 16 points (0-15 and 15-30 cm) and 48 plant samples were collected. After transferring the samples to the laboratory, absorption of heavy metals in the soil was measured. Also, the correlation between the yield and yield components with heavy metals were determined.
Findings: Distribution map of heavy metals and stepwise regression results showed that the cadmium significantly affected the number of unfilled pods per plant. When Cd increased, the number of unfilled pod increased as the rate of 0.5 per unit. In addition, a significant interaction existed between cadmium and iron for the 1000 grain weight. Accordingly, the maximum 1000 grain weight (131 g) was observed at the areas with the lowest concentration of cadmium and iron. Also, overlapping of distribution map of Zn and the number of unfilled grain per plant indicated that this parameter mainly controlled by Zn. Hence, the number of unfilled grain per plant increased as the rate of 0.53 per unit of Zn in the soil.
Discussion and Conclusion: In conclusion, determining distribution map of heavy elements and overlapping with the yield and yield components not only help to identify contaminated areas and effective factors on spread of heavy metals into the soils but also help to evaluate their consequence effects on plant performance.
References:
Mosavi, E., Safianian, A., Mirghafari, N., Khodakarami, L. 2011. Investigating the spatial distribution of some heavy metals in the soils of Hamadan province. Iranian Journal of Soil Research, Vol. 25, issue 4, pp. 323-336. (In Persian)
Szynkowska, M.I., Pawlaczyk, A., Leśniewska, E., Paryjczak, T. 2009. Toxic metal distribution in rural and urban soil samples affected by industry and traffic. Polish Journal of Environmental Studies, Vol. 18, issue 6, pp. 1141-1150.
Azimzadeh, B. Khademi, H. 2013. Estimation of background concentration of selected heavy metals for pollution assessment of surface soils of Mazandaran province, Iran. Journal of Water and Soil, Vol. 27, issue 3, pp. 548-559. (In Persian)
Mahmood Soltani, Sh. 2013. Heavy metals (kind and amount) in Zarjoob River and their effects on rice and paddy soils under its irrigation. Journal of Water and Soil Conservation, Vol. 20, issue 3, pp. 153-171. (In Persian)
Hu, U., 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, Vol. 20, pp. 6150-6159.
Jalali, Gh., tehrani, M.M., Boromand, N., Sanjari, S. 2013. Comparison of geostatistical methods in preparing the spatial distribution map of some food elements in the east of Mazandaran province. Iranian Journal of Soil Research, Vol. 27, issue 2, pp. 195-204. (In Persian)
Barati, S., Mirghaffari, N., Soffianian, A., Khodakarami, L. 2012. Spatial Distribution of Chromium, Cobalt and Nickel in the Surface Soils of Hamadan Province. Journal of Natural Environment, Iranian Journal of Natural Resources, Vol. 65, issue 3, pp. 283-295. (In Persian)
Jalali, Gh., Malakouti, M.J., tehrani, M.M., Ghasemi Dehkordi, V.R. 2011. Investigating the spatial distribution of zinc element and determining its critical limit for soybeans in the east of Mazandaran province. Journal of soil research (soil and water sciences). Iranian Journal of Soil Research, Vol. 25, issue 3, pp. 177-186. (In Persian)
Jiachun, S., Haizhen, W., Jianming, X., Jianjun, W., Xingmei, L., Haiping, Z., 2007. Spatial distribution of heavy metal in soil: A case study of changing. China: Environmental Geology, Vol. 52, pp. 1-10.
McGrath, D., Zhang, C., Carton, O.T., 2004. Geostatistical analysis and hazard assessment on soil lead in Silvermines area, Ireland. Environmental Pollution, Vol. 127, pp. 239–248.
Nwachukwu, J.I., Mgbeahuruike, L.U., Dike, M.U., Tony-Njoku, R.F., 2014. Spatial distribution of heavy metals in sediments from Imo River Owerrinta Environs Imo State Nigeria. Global Journal of Current Research, Vol. 2, issue 3, pp. 64-69.
Rahman, S.H., Khanam, D., Adyel, T.M., Shahidul Islam, M., Aminul Ahsan, M., Ahedul Akbor, M., 2012. Assessment of heavy metal contamination of agricultural soil around Dhaka Export Processing Zone (DEPZ), Bangladesh: Implication of seasonal variation and indices. Applied Sciences, Vol. 2, pp. 584-601.
Zhongping, Y., Wenxi, L., Yuqiao, L., Xinhua, B., Qingchun, Y., 2011. Assessment of heavy metals contamination in urban topsoil from Changchun City, China. Journal of Geochemical Exploration, Vol. 108, pp. 27–38.
Mahmoudi, Sh., Mohammadi, J., and Naderi, M. 2013. Statistical and spatial distribution of some heavy metals in surface soil particle size fractions in South of Isfahan. Journal of Water and Soil Conservation, Vol. 20 issue 2, pp. 1-22. (In Persian)
Nourzadeh Haddad, M., Mahdian, M., Malakouti, M.j. 2013. Efficiency comparison of some geostatistical methods for investigating spatial variability of micro nutrients in agricultural lands, case study: Hamadan Province. Vol. 23 issue 1, pp. 71-81. (In Persian)
Mueller, T.G., Pusuluri, N.B., Mathias, K.K., Cornelius, P.L., Barnhisel, R.I., 2004. Site-specific soil fertility management a model for map quality. Soil Science Society of America Journal, Vol. 68, pp. 2031-2041.
Virgilio, N.D., Monti, A., Venturi, G., 2007. Spatial variability of switchgrass (PanicumvirgatumL.) yield as related to soil parameters in a small field. Field Crops Reseach, Vol. 101, pp. 232–239.
Acosta, J.A., Faz Cano, A., Arocena, J.M., Debela, F., Martinez-Martinez, S., 2009. Distribution of metals in soil particle size fractions and its implication to risk assessment of playgrounds in Murcia City (Spain). Geoderma, Vol. 149, pp. 101-109.
Amooaghaie, R., Marefat, E., habani, L. 2012. Interaction of salicylic acid and cadmium on growth, photosynthetic pigments and ion distrubiution in arial parts of soybean plantlets. Journal of Plant Research (Iranian Journal of Biology). Vol. 4, issue 14, pp. 75-88. (In Persian)
Lindsay, W.L., Norvell, W.A., 1978. Development of a DTPA test for zinc, iron, manganese and copper. Soil Science Society of American Journal, Vol. 42, pp. 421-428.
Zeng, F., Shafaqat, A., Haitao, Z., Younan, o., Boyin, Q., Feibo, W., Guoping, Z., 2011. The influence of pH and organic matter content in paddy soil on heavy metal availability and their uptake by rice plants. Environmental Pollution, pp. 84-91.
Asadi Kangarshahi, A., Cherati, A., Malakouti, M.J. 2004. Determining the critical limit of manganese under greenhouse conditions and its effect on soybean growth and yield. Journal of Water and Soil Science, Vol. 18 issue 2, pp. 154-164. (In Persian)
Feyzollahzade Ardabili, M. Karimian, N., Kasraei, R., Malakouti, M.J. 2001. Determining suitable extraction methods and critical concentration of manganese for soybeans in greenhouse studies in a number of soils in the south and southwest of Tehran province. The 7th Congress of Soil Sciences of Iran, Shahrekord, Iran. (In Persian)
Asadi Kangarshahi, A., Malakouti, M.J. Zinc calibration in the field and its effects on soybean yield. 2003. Journal of Water and Soil Science, Vol. 17 issue 2, pp. 117-124. (In Persian)
Kuklova, M., Kukla, J., Hnilicka, F., 2010. Soil-to-herbs transfer of heavy metals in spruce ecosystems. Polish Journal of Environmental Studies, Vol. 19, Issue 6, pp. 1263-1268.
Rizk, A.H., Zaazaa, E.I., Shawer, S.S., 2014. Effect of cadmium on yield, nutrient contents and toxicity tolerance of some rice varieties. Middle East Journal of Applied Sciences, Vol. 4, Issue 4, pp. 1110-1117.
Mosivand, M., Khorgami, A., Rafiei, M. 2009. Investigating the effect of iron concentration on growth and yield components in different soybean genotypes. Crop Physiology Journal, 1 issue 4, pp. 35-45. (In Persian)
Naghavi, F., Iranbakhsh, A., Majd, A. 2011. Investigation of the effect of zinc and lead toxicity on some physiological parameters of soybean (Glycine max). Journal of Plant and Ecosystem, Vol. 7. issue 28, pp. 81-97. (In Persian)
Delavar, M.A., Safari, Y., 2016. Spatial distribution of heavy metals in soils and plants in Zinc Town, northwest Iran. International Journal of Environment Science and Technology, Vol. 13, pp. 297–306.
30. Zhanga, C.,Yao, J., Zhuc, C., Zhua, M., Sun, J., 2016. Soil heavy metal contamination and microbial ecological risk assessment- a case study. Chemical Engineering Transactions, Vol. 51, pp. 307-312.
Alyazichi, Y.M., Jones, B.G., McLean, E.J., 2015. Spatial distribution of heavy metal contaminations in Yowie Bay sediments and their environmental Impacts. Faculty of Science, Medicine and Health, Vol. 196, pp. 363-374.
Sun, R., Chen, L., 2016. Assessment of heavy metal pollution in topsoil around Beijing Metropolis. Plos One, pp. 1-13.
_||_
Mosavi, E., Safianian, A., Mirghafari, N., Khodakarami, L. 2011. Investigating the spatial distribution of some heavy metals in the soils of Hamadan province. Iranian Journal of Soil Research, Vol. 25, issue 4, pp. 323-336. (In Persian)
Szynkowska, M.I., Pawlaczyk, A., Leśniewska, E., Paryjczak, T. 2009. Toxic metal distribution in rural and urban soil samples affected by industry and traffic. Polish Journal of Environmental Studies, Vol. 18, issue 6, pp. 1141-1150.
Azimzadeh, B. Khademi, H. 2013. Estimation of background concentration of selected heavy metals for pollution assessment of surface soils of Mazandaran province, Iran. Journal of Water and Soil, Vol. 27, issue 3, pp. 548-559. (In Persian)
Mahmood Soltani, Sh. 2013. Heavy metals (kind and amount) in Zarjoob River and their effects on rice and paddy soils under its irrigation. Journal of Water and Soil Conservation, Vol. 20, issue 3, pp. 153-171. (In Persian)
Hu, U., 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, Vol. 20, pp. 6150-6159.
Jalali, Gh., tehrani, M.M., Boromand, N., Sanjari, S. 2013. Comparison of geostatistical methods in preparing the spatial distribution map of some food elements in the east of Mazandaran province. Iranian Journal of Soil Research, Vol. 27, issue 2, pp. 195-204. (In Persian)
Barati, S., Mirghaffari, N., Soffianian, A., Khodakarami, L. 2012. Spatial Distribution of Chromium, Cobalt and Nickel in the Surface Soils of Hamadan Province. Journal of Natural Environment, Iranian Journal of Natural Resources, Vol. 65, issue 3, pp. 283-295. (In Persian)
Jalali, Gh., Malakouti, M.J., tehrani, M.M., Ghasemi Dehkordi, V.R. 2011. Investigating the spatial distribution of zinc element and determining its critical limit for soybeans in the east of Mazandaran province. Journal of soil research (soil and water sciences). Iranian Journal of Soil Research, Vol. 25, issue 3, pp. 177-186. (In Persian)
Jiachun, S., Haizhen, W., Jianming, X., Jianjun, W., Xingmei, L., Haiping, Z., 2007. Spatial distribution of heavy metal in soil: A case study of changing. China: Environmental Geology, Vol. 52, pp. 1-10.
McGrath, D., Zhang, C., Carton, O.T., 2004. Geostatistical analysis and hazard assessment on soil lead in Silvermines area, Ireland. Environmental Pollution, Vol. 127, pp. 239–248.
Nwachukwu, J.I., Mgbeahuruike, L.U., Dike, M.U., Tony-Njoku, R.F., 2014. Spatial distribution of heavy metals in sediments from Imo River Owerrinta Environs Imo State Nigeria. Global Journal of Current Research, Vol. 2, issue 3, pp. 64-69.
Rahman, S.H., Khanam, D., Adyel, T.M., Shahidul Islam, M., Aminul Ahsan, M., Ahedul Akbor, M., 2012. Assessment of heavy metal contamination of agricultural soil around Dhaka Export Processing Zone (DEPZ), Bangladesh: Implication of seasonal variation and indices. Applied Sciences, Vol. 2, pp. 584-601.
Zhongping, Y., Wenxi, L., Yuqiao, L., Xinhua, B., Qingchun, Y., 2011. Assessment of heavy metals contamination in urban topsoil from Changchun City, China. Journal of Geochemical Exploration, Vol. 108, pp. 27–38.
Mahmoudi, Sh., Mohammadi, J., and Naderi, M. 2013. Statistical and spatial distribution of some heavy metals in surface soil particle size fractions in South of Isfahan. Journal of Water and Soil Conservation, Vol. 20 issue 2, pp. 1-22. (In Persian)
Nourzadeh Haddad, M., Mahdian, M., Malakouti, M.j. 2013. Efficiency comparison of some geostatistical methods for investigating spatial variability of micro nutrients in agricultural lands, case study: Hamadan Province. Vol. 23 issue 1, pp. 71-81. (In Persian)
Mueller, T.G., Pusuluri, N.B., Mathias, K.K., Cornelius, P.L., Barnhisel, R.I., 2004. Site-specific soil fertility management a model for map quality. Soil Science Society of America Journal, Vol. 68, pp. 2031-2041.
Virgilio, N.D., Monti, A., Venturi, G., 2007. Spatial variability of switchgrass (PanicumvirgatumL.) yield as related to soil parameters in a small field. Field Crops Reseach, Vol. 101, pp. 232–239.
Acosta, J.A., Faz Cano, A., Arocena, J.M., Debela, F., Martinez-Martinez, S., 2009. Distribution of metals in soil particle size fractions and its implication to risk assessment of playgrounds in Murcia City (Spain). Geoderma, Vol. 149, pp. 101-109.
Amooaghaie, R., Marefat, E., habani, L. 2012. Interaction of salicylic acid and cadmium on growth, photosynthetic pigments and ion distrubiution in arial parts of soybean plantlets. Journal of Plant Research (Iranian Journal of Biology). Vol. 4, issue 14, pp. 75-88. (In Persian)
Lindsay, W.L., Norvell, W.A., 1978. Development of a DTPA test for zinc, iron, manganese and copper. Soil Science Society of American Journal, Vol. 42, pp. 421-428.
Zeng, F., Shafaqat, A., Haitao, Z., Younan, o., Boyin, Q., Feibo, W., Guoping, Z., 2011. The influence of pH and organic matter content in paddy soil on heavy metal availability and their uptake by rice plants. Environmental Pollution, pp. 84-91.
Asadi Kangarshahi, A., Cherati, A., Malakouti, M.J. 2004. Determining the critical limit of manganese under greenhouse conditions and its effect on soybean growth and yield. Journal of Water and Soil Science, Vol. 18 issue 2, pp. 154-164. (In Persian)
Feyzollahzade Ardabili, M. Karimian, N., Kasraei, R., Malakouti, M.J. 2001. Determining suitable extraction methods and critical concentration of manganese for soybeans in greenhouse studies in a number of soils in the south and southwest of Tehran province. The 7th Congress of Soil Sciences of Iran, Shahrekord, Iran. (In Persian)
Asadi Kangarshahi, A., Malakouti, M.J. Zinc calibration in the field and its effects on soybean yield. 2003. Journal of Water and Soil Science, Vol. 17 issue 2, pp. 117-124. (In Persian)
Kuklova, M., Kukla, J., Hnilicka, F., 2010. Soil-to-herbs transfer of heavy metals in spruce ecosystems. Polish Journal of Environmental Studies, Vol. 19, Issue 6, pp. 1263-1268.
Rizk, A.H., Zaazaa, E.I., Shawer, S.S., 2014. Effect of cadmium on yield, nutrient contents and toxicity tolerance of some rice varieties. Middle East Journal of Applied Sciences, Vol. 4, Issue 4, pp. 1110-1117.
Mosivand, M., Khorgami, A., Rafiei, M. 2009. Investigating the effect of iron concentration on growth and yield components in different soybean genotypes. Crop Physiology Journal, 1 issue 4, pp. 35-45. (In Persian)
Naghavi, F., Iranbakhsh, A., Majd, A. 2011. Investigation of the effect of zinc and lead toxicity on some physiological parameters of soybean (Glycine max). Journal of Plant and Ecosystem, Vol. 7. issue 28, pp. 81-97. (In Persian)
Delavar, M.A., Safari, Y., 2016. Spatial distribution of heavy metals in soils and plants in Zinc Town, northwest Iran. International Journal of Environment Science and Technology, Vol. 13, pp. 297–306.
30. Zhanga, C.,Yao, J., Zhuc, C., Zhua, M., Sun, J., 2016. Soil heavy metal contamination and microbial ecological risk assessment- a case study. Chemical Engineering Transactions, Vol. 51, pp. 307-312.
Alyazichi, Y.M., Jones, B.G., McLean, E.J., 2015. Spatial distribution of heavy metal contaminations in Yowie Bay sediments and their environmental Impacts. Faculty of Science, Medicine and Health, Vol. 196, pp. 363-374.
Sun, R., Chen, L., 2016. Assessment of heavy metal pollution in topsoil around Beijing Metropolis. Plos One, pp. 1-13.