Geostatistical analysis of macroelements, microelements and heavy metals extracted with Mehlich-3 on a vineyard microplot
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Abstract
A geostatistical analysis of macroelements (P, K, Ca, Mg), microelements (Fe, Mn, Cu, Zn) and heavy metals (Cd, Cr, Ni, Pb) extracted with the solution Mehlich-3 was carried out at the microplot scale in a vineyard of the Ribeiro area, Ourense, Spain. The data set studied consisted of 80 samples collected along five transects, with 16 points per transect and a distance between neighbouring points of 0.8 m. The elements extracted with Mehlich-3 presented a spatial dependency, which was described by means of spherical models, except for Mn that fitted an exponential model. The adjusted semivariograms showed a strong spatial dependency, except for Zn and Pb, which exhibit moderate spatial dependency. Therefore, it was verified that the elements extracted with Mehlich-3 can present an important spatial variability even at small distances. The kriging maps showed important differences regarding the spatial distribution, between the zones of the microplot and between the elements studied. It has to be emphasized that the spatial distribution of cationic macronutrients (K, Ca and Mg) turned out to be highly dependent upon the position of the rows and the streets of the vineyard; in this way these three elements showed lower concentration in the surroundings of the row, which may be attributed to the withdrawal of such elements by the plant.
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Abreu, C.A., van Raij, B., Gabe, V., Abreu, M.F., Paz-González, A. 2002. Efficiency of multinutrient extractants for the determining of available Zn in soils. Communications in Soil Science and Plant Analysis 33 (15-18), 3313–3324. https://doi.org/10.1081/CSS-120014525
Caridad Cancela, R., Vidal Vázquez, E., Vieira, S.R., Abreu, C.A., Paz González, A. 2005. Assessing the spatial uncertainty of mapping trace elements in cultivated fields. Communications in Soil Science and Plant Analysis 36 (1-3), 253–274. https://doi.org/10.1081/CSS-200043078
Chiba, M.C., Vieira, S.R., Paz González, A., Dechen, S.C.F., de Maria, I.C. 2010. Alterations and spatial variability of soil fertility in successive years under no tillage systems. Bragantia 69 (5), 29–38. https://doi.org/10.1590/S0006-87052010000500005
Dafonte, J., Ulloa Guitián, M., Paz-Ferreiro, J., Siqueira, G.M., Vidal Vázquez, E. 2010. Mapping of soil micronutrients in an european atlantic agricultural landscape using ordinary kriging and indicator approach. Bragantia 69, 175–186. https://doi.org/10.1590/S0006-87052010000500018
Fernández-Calviño, D., Garrido-Rodríguez, B., López-Periago. J.E., Paradelo, M., Arias-Estévez, M. 2013. Spatial distribution of copper fractions in a vineyard soil. Land degradation and Development 24, 556–563. https://doi.org/10.1002/ldr.1150
Fernández-Calviño, D., Nóvoa-Muñoz, J.C., Díaz-Raviña, M., Arias-Estévez, M. 2009. Cooper accumulation and fractionation in vineyard soils from temperate humid zone (NW Iberian Peninsula). Geoderma 153 (1-2), 119–129. https://doi.org/10.1016/j.geoderma.2009.07.024
García Tomillo, A., Mirás-Avalos, J.M., Dafonte-Dafonte, J., Paz González, A. 2017. Estimating soil organic matter using interpolation methods with an electromagnetic induction sensor and topographic parameters: a case study in a humid region. Precision Agriculture 18(5), 882–897. https://doi.org/10.1007/s11119-016-9481-6
Ingaramo, O.E., Paz-Ferreiro, J., Mirás Avalos, J.M., Vidal Vázquez, E. 2007. Caracterización de las propiedades generales del suelo en una parcela experimental con distintos sistemas de laboreo. Cadernos do Laboratorio Xeoloxico de Laxe 32, 127–137.
IUSS-WRB Working Group. 2022. World Reference Base for Soil Resources. International soil classification system for naming soils and creating legends for soil maps. 236 pp.
Journel, A.G. 1986. Geostatistics: models and tools for the earth sciences. Mathematical Geology 18(1), 119–140. https://doi.org/10.1007/BF00897658
Mirás-Avalos, J.M., Trigo-Córdoba, E., Orriols-Fernández, I. 2012. Climate characterization of an area within the Ribeiro AOC (Galicia, NW Spain) from 2000 to 2011. IXe Congrès International des Terroirs vitivinicoles. Dijon. Francia.
Morales, L.A., Vidal Vázquez, E., Paz-Ferreiro, J. 2011. Influence of liming on the spatial and temporal variability of Mehlich-1 extractable Fe in a rice field. Journal of Geochemical Exploration 109 (1-3), 78–85. https://doi.org/10.1016/j.gexplo.2010.11.005
Paz-Ferreiro, J., Pereira de Almedia, V., Alves, M.C., de Abreu, C.A., Vieira, S.R., Vidal Vázquez, E. 2016. Spatial variability of soil organic matter and cation exchange capacity in an Oxisol under different land uses. Communications in Soil Science and Plant Analysis 47, 75–89. https://doi.org/10.1080/00103624.2016.1232099
Paz González, A., Taboada Castro, M.T., Gómez Suárez, M.J. 1996. Geostatistical analysis of topsoil micronutrients on a one-hectare scale. Communications in Soil Science and Plant Analysis 27 (3-4), 479–503. https://doi.org/10.1080/00103629609369570
Paz-González, A., Taboada Castro, M.T., Vieira, S.R. 2001. Geostatistical analysis of heavy metals in a one-hectare plot under natural vegetation in a serpentine area. Canadian Journal of Soil Science 81, 469–479. https://doi.org/10.4141/S00-095
Paz-González, A., Vieira, S.R., Taboada Castro, M.T. 2000. The effect of cultivation on the spatial variability of selected properties of an umbric horizon. Geoderma 97, 273–292. https://doi.org/10.1016/S0016-7061(00)00066-5
Siqueira, G.M., Dafonte Dafonte, J., Paz González, A., Vidal Vázquez, A., Valcárcel Armesto, M., Guedes Filho, O. 2016. Spatial soil sampling design using apparent soil electrical conductivity measurements. Bragantia 75(4), 459–273. https://doi.org/10.1590/1678-4499.445
Soil Survey Staff. 2022. Keys to Soil Taxonomy, 13th edition. USDA Natural Resources Conservation Service.
Trangmar, B.B., Yost, R.S., Wehara, G. 1985. Application of geostatistics to spatial studies of soil properties. Advances in Agronomy 28, 45–94. https://doi.org/10.1016/S0065-2113(08)60673-2
Ulloa Guitián, M. 2002. Aplicación de la geoestadística al estudio de la fertilidad del suelo. Tesis Doctoral, Universidade da Coruña (UDC). 440 pp.
Varela Vila, I. 2022. Impacto del cultivo de la vid en la variabilidad espacial de las propiedades químicas de un suelo de la Denominación de Origen Ribeiro. Tesis Doctoral. Universidade da Coruña. 145 pp.
Vidal-Vázquez, E., Caridad-Cancela, R., Taboada-Castro, M.M., Paz-González, A., de Abreu, C.A. 2005. Trace elements extracted by DTPA and Mehlich-3 from agricultural soils with and without compost additions. Communications in Soil Science and Plant Analysis 46(4-6), 717–727. https://doi.org/10.1081/CSS-200043354
Vidal Vázquez, E., Vieira, S.R., de Maria, I.C., Paz González, A. 2009. Geostatistical analysis of microrelief of an Oxisol as a function of tillage and cumulative rainfall. Scientia Agricola 66 (2), 225–232. https://doi.org/10.1590/S0103-90162009000200012
Vieira, S. 2000. Uso de geoestadística en estudios de variabilidad espacial de propiedades del suelo. Tópicos em Ciência do Solo. Viçosa. Sociedade Brasileira de Ciência do Solo. Ed. Novais. 87 p.
Vieira, S.R., de Carvalho, J.R.P., Paz González, A. 2010a. The use of jack-knifing for geostatistical validation. Bragantia 69 (5), 97–105. https://doi.org/10.1590/S0006-87052010000500011
Vieira, S.R., González García, M.A., Paz González, A., Siqueira, G.M. 2010b. Spatial and temporal variability of soil water content in two land uses. Bragantia 89 (1), 181–190. https://doi.org/10.1590/S0006-87052010000100023
Warrick, A.W., Myers, D.E., Nielsen, D.R. 1986. Geostatistical methods applied to Soil Science. A. Klute (Ed.). 2nd ed. Methods in soil analysis, Part 1. Physical and mineralogical methods. Agronomy 9. American Society of Agronomy-Soil Science Society of America. Madison, WI, USA. pp. 53–82.