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Original Articles

Geographic Information System and Geostatistical Techniques to Characterize Spatial Variability of Soil Micronutrients Including Toxic Metals in an Agricultural Farm

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Pages 463-477 | Received 30 Dec 2016, Accepted 15 Jan 2018, Published online: 02 Feb 2018

References

  • Ayoubi, S., S. Mohammad Zamani, and F. Khormali. 2007. Spatial variability of some soil properties for site specific farming in north of Iran. International Journal of Plant Production 2:225–36.
  • Baalousha, H. 2010. Assessment of a groundwater quality monitoring network using vulnerability mapping and geostatistics: A case study from Heretaunga plains, New Zealand. Agricultural Water Management 97:240–46. doi:10.1016/j.agwat.2009.09.013.
  • Burgess, T. M., and R. Webster. 1980. Optimal interpolation and is arithmic mapping of soil properties: I. The variogram and punctual kriging. Journal of Soil Science 31:315–31. doi:10.1111/j.1365-2389.1980.tb02084.x.
  • Cambardella, C. A., T. B. Moorman, J. M. Novak, T. B. Parkin, D. L. Karlen, R. F. Turco, and A. E. Konopka. 1994. Field-scale variability of soil properties in central Iowa soils. Soil Science Society of America Journal 58:1501–11. doi:10.2136/sssaj1994.03615995005800050033x.
  • Dafonte, J. D., M. Guitián, J. Paz-Ferreiro, G. M. Siqueira, and E. Vázquez. 2010. Mapping of soil micronutrients in an European atlantic agricultural landscape using ordinary kriging and indicator approach. Bragantia, Campinas, Suplemento 69:175–86. doi:10.1590/S0006-87052010000500018.
  • Dharejo, K. A., A. R. Anuar, Y. M. Khanif, A. W. Samsuri, and N. Junejo. 2011. Spatial variability of Cu, Mn and Zn in marginal sandy beach ridges soil. African Journal of Agricultural Research 6:3493–98.
  • Foroughifar, H., A. A. Jafarzadeh, H. Torabi, A. Pakpour, and M. Miransari. 2013. Using geostatistics and geographic information system techniques to characterize spatial variability of soil properties, including micronutrients. Communications in Soil Science and Plant Analysis 44:1273–81. doi:10.1080/00103624.2012.758279.
  • Fu, W., H. Tunney, and C. Zhang. 2010. Spatial variation of soil nutrients in a dairy farm and its implications for site-specific fertilizer application. Soil Tillage Research 106:185–93. doi:10.1016/j.still.2009.12.001.
  • Furlani, A. M. C., P. R. Furlani, A. R. Meda, and A. P. Duarte. 2005. Efficiency of maize cultivars for zinc uptake and use. Scientia Agricola 62:264–73. doi:10.1590/S0103-90162005000300010.
  • Gomes, F. P., and C. H. Garcia. 2002. Estatrstica aplicada a experimentos agronomicos e florestais, 309. Piracicaba: FEALQ.
  • Goovaerts, P. 1997. Geostatistics for natural resources evaluation, 1st ed. London: Oxford University Press.
  • Hani, A., N. Sinaei, and A. Gholami. 2014. Spatial variability of heavy metals in the soils of Ahwaz using geostatistical methods. International Journal of Environmental Science Development 5:294–98. doi:10.7763/IJESD.2014.V5.495.
  • Iqbal, J., J. A. Thomasson, J. N. Jenkins, P. R. Owens, and F. D. Whisler. 2005. Spatial variability analysis of soil physical properties of alluvial soils. Soil Science Society of America Journal 69:1338–50. doi:10.2136/sssaj2004.0154.
  • Isaaks, E. H., and R. M. Srivastava. 1989. An introduction to applied geostatistics, 560. New York: Oxford University Press.
  • Karak, T., D. K. Das, and D. Maiti. 2006. Yield and Zinc uptake in rice (oryza sativa) as influenced by sources and times of zinc application. Indian Journal of Agricultural Sciences 76:346–48.
  • Krasilnikov, P., F. Carre´, and L. Montanarella. 2008. Soil geography and geostatistics, concepts and applications. Luxembourg: European Commission, Joint Research Centre, Institute for Environment and Sustainability.
  • Lindsay, W. L., and W. A. Norvell. 1978. Development of a DTPA soil test for zinc, iron, manganese and copper. Soil Science Society of America Journal 42:421–28. doi:10.2136/sssaj1978.03615995004200030009x.
  • Liu, X. M., J. M. Xu, M. K. Zhang, J. H. Huang, J. C. Shi, and X. F. Yu. 2004. Application of geostatistics and GIS technique to characterize spatial variabilities of bioavailable micronutrients in paddy soil. Environment Geography 46:189–94. doi:10.1007/s00254-004-1025-0.
  • Maftoun, M., and N. Karimian. 1989. Relative efficiency of two zinc sources for maize (Zea mays L.) in two calcareous soils from an arid area of Iran. Agronomy 9:771–75. doi:10.1051/agro:19890804.
  • Miransari, M., and A. F. Mackenzie. 2010. Wheat (Triticum aestivum L.) grain N uptake as affected by soil total and mineral N, for the determination of optimum N fertilizer rates for wheat production. Communications in Soil Science and Plant Analysis 41:1644–53. doi:10.1080/00103624.2010.485473.
  • O Zgo Z, E. 2009. Long term conventional tillage effect on spatial variability of some soil physical properties. Journal of Sustainable Agriculture 33:142–60. doi:10.1080/10440040802395056.
  • Obrado, A., J. M. Alvarez, L. M. Lopez-Valdivia, D. Gonzalez, J. No-Villo, and M. I. Rico. 2007. Relationships of soil properties with Mn and Zn distribution in acidic soils and their uptake by barley crop. Geoderma 137:432–43. doi:10.1016/j.geoderma.2006.10.001.
  • Ramamurthy, V., L. G. K. Naidu, S. C. Ramesh Kumar, S. Srinivas, and R. Hegde. 2009. Soil based fertilizer recommendations for precision farming. Current Science 97 (5):641–47. Received 27 April 2008, revised accepted 27 April 2009.
  • Samper-Calvete, F. J., and J. Carrera-Ramírez, 1996. Geostadística. Aplicaciones a la hidrología subterránea. Centro Internacional de Métodos Numéricos en Ingeniería, Universitat Politécnica de Catalunya, España, p. 484.
  • Sharma, P., M. K. Shukla, and J. G. Mexal. 2011. Spatial variability of soil properties in agricultural fields of southern New Mexico. Soil Science 176:288–302. doi:10.1097/SS.0b013e31821c0dab.
  • Siqueira, G. M., S. R. Vieira, and M. B. Ceddia. 2008. Variabilidade espacial de atributos físicos do solo determinados por métodos diversos. Bragantia 67:203–11. doi:10.1590/S0006-87052008000100025.
  • SPSS. 2011. Statistical Package for Social Sciences. Release 20.0. Chicago Il: SPSS Inc.
  • Takkar, P. N., and M. S. Mann. 1975. Evaluation of analytical methods of estimation of available zinc and response of applied zinc in major soil series of Ludhiana, Punjab (India). Agrochemica 19:420–30.
  • Tesfahunegn, G. B., L. Tamene, and P. L. G. Vlek. 2011. A participatory soil quality assessment in northern Ethiopia’s Mai-Negus catchment. Soil Tillage Research 86:1–13. doi:10.1016/j.still.2011.09.005.
  • Trangmar, B. B., R. S. Yost, and G. Uehara. 1985. Application of geostatistics to spatial studies of soil properties. Advances in Agronomy 38:45–94.
  • Triantafilis, J., I. O. A. Odeh, and A. B. McBratney. 2001. Five geostatistical models to predict soil salinity from electromagnetic induction data across irrigated cotton. Soil Science Society of America Journal 65:869–78. doi:10.2136/sssaj2001.653869x.
  • Ulloa Guitian, M., C. A. Abreu, and A. Paz Gonzalez. 2001. Disponibilidad de macro y micronutrientes en un suelo de cultivo de Mabegondo (La Coruna). Cadernos Do Laboratorio Xeoloxico De Laxe 26:243–54.
  • Utset, A., T. Lopez, and M. Diaz. 2000. A comparison of soil maps, kriging and a combined method for spatially prediction bulk density and field capacity of Ferralsols in the Havana-Matanaz Plain. Geoderma 96:199–213. doi:10.1016/S0016-7061(99)00055-5.
  • Vieira, S. R. 2000. Geoestatlstica em estudos de variabilidadeespacial do solo. In Topicos em Ciencia do Solo, ed R. F. Novais, V. H. Alvarez, and G. R. Schaefer, Vol. 1, 1–54. Vigosa: Sociedade Brasileira de Ciencia do Solo.
  • Wang, Z. M., K. S. Song, B. Zhang, D. W. Liu, X. Y. Li, C. Y. Ren, S. M. Zhang, L. Luo, and C. H. Zhan. 2009. Spatial variability and affecting factors of soil nutrients in croplands of Northeast China: A case study in Dehui county. Plant Soil And Environment 55(3):110–120.
  • Wani, M. A., J. A. Wani, M. A. Bhat, N. A. Kirmani, M. W. Zahid, and S. N. Bhat. 2013. Mapping of soil micronutrients in kashmir agricultural landscape using ordinary kriging and indicator approach. Journal Indian Social Remote Sensing 41:319–29. doi:10.1007/s12524-012-0242-3.
  • Webster, R., and M. A. Oliver. 2001. Statistical methods in soil science and resource survey, 44. New York, NY: Oxford University Press.
  • Yujian, Y., and Y. Jingsong. 2005. The trend variability of soil organic matter content in the salinity region of Yucheng city in Shandong Province. Chinese Journal of Soil Science 36:647–51. Project No. 2009CB421103.
  • Zanao Junior, L. A., R. M. Q. Lana, and E. C. Guimaraes. 2007. Variabilidade espacial do pH, teores de materia orgamca e micronutrientes em profundidades de amostragem num Latossolo Vermelho sob semeadura direta. Ciencia Rural 37:1000–07. doi:10.1590/S0103-84782007000400013.
  • Zhang, W., H. Chen, K. Wang, et al. 2006. The heterogeneity of soil nutrients and their influencing factors in peak-cluster depression areas of karst region. Scientia Agricultura Inica 39:1828–35.
  • Zhao, Y., S. Peth, J. Kru¨Mmelbein, R. Horn, Z. Wang, M. Steffens, C. Hoffmann, and X. Peng. 2007. Spatial variability of soil properties affected by grazing intensity in inner Mongolia grassland. Ecology Model 205:241–54. doi:10.1016/j.ecolmodel.2007.02.019.

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