Abstract
Organic agriculture are the agrienvironmental measures and agri-ecological alternatives which result in value-added agriculture. This study determined through interpolation of geostatistical analysis mapping if the organic measures were bio-intensive, modifying the soil to meet the requirements for the blueberry cultivar. The area of study was a blueberry orchard of 0.88 hectares, in the municipality of Cusihuriachi, Chihuahua, México, which had undergone three distinct organic soil emendation treatments to raisedbeds: (t1) gypsum and sulfur, (t2) gypsum, sulfur and compost, and (t3) gypsum, sulfur, compost and pine saw dust. Twenty-four soil samples were taken at 0 to 30 centimeters throughout the orchard from the raised beds, 75 days after the application of the three soil treatments. Soil analysis techniques were used to determine percent of clay in soil, pH of soil, amount of nitrates mg.kg-1 of soil, and percent of organic material in soil. The geostatistical analysis was determined through groups of similarity and difference with cluster Ward grouping. With the results from the analysis of cluster Ward an interpolated map was generated for each parameter using ArcMap and inverse distance weighting interpolation. The conclusion from this study was that interpolation mapping was a useful visualization tool, to determine that there was no weighted difference between the three emendation treatments, and that none of the treatments were effective enough to emendate the soil to the conditions desired by blueberry cultivar for the parameters observed. The maps were also helpful in determining specific soil conditions, outside of the treatment area, which could be utilized by the producer to determine a precision agriculture management plan, which could be considered as an additional agri-environmental measurement.References
Billib, M; Holzaofel, EA; Fernandez-Cirelli, A. 2009. Sustainable water resources management for irrigated agriculture in Latin America. Chilian Journal of Agricultural Research 69(1):3-5.
Bryla, DR; Machado, RM. 2011. Comparative effects of nitrogen fertigation and granular fertilizer applicationon growth and availability of soil nitrogen during establishment of highbush blueberry. Frontiers in Plant Science 46(2):1-8.
Burkhard, N; Lynch, D; Percival, D; Sharifi, M. 2009. Organic mulch impact on vegetation dynamics and productivity of highbush blueberry under organic production. HortScience 44(3):688-696.
Camacho-Tamayo, JH; Luengas, CA; Leiva, FR. 2008. Effect of agricultural intervention on the spatial variability of some soils chemical properties in the eastern plains of colombia. Chilean Journal of Agriculutral Research 68(1):42-55.
Carvalho-Guedes, LP; Uribe-Opazo, MA; Ribeiro-Junior, PJ. 2013. Influence of incorporating geometric anisotrophy on the construction of thematic maps of simulated data and chemical attributes of soil. Chilean Journal of Agricultural Research 73(4):414-423.
Caspersen, S; Svensson, B; Hakansson, T; Winter, C; Khalil, S; Asp, H. 2016. Blueberry-soil interactions from an organic perspective. Scientia Horticulturae 208:78-91.
De Bastiani, F; Uribe-Opazo, MA; Dalposso, GH. 2012. Comparison of maps of spatial variability of soil resistance to penetration constricted with and without covariables using a spatial linerar model. Engenharia Agricola 32(2):394-404.
Dec, D; Dorner, J; Balocchi, O. 2011. Temporal and spatial variability of structure dependent properties of a volcanic ash soil under pasture in southern chile. Chilean Journal of Agricultural Research 71(2):293-303.
Echeverria, GV; Canumie, JV; Serri HG. 2009. Postharvest behavior of highbush blueberry fruits cv. O’Neal cultivated with different organic fertilization treatments. Chilean Journal of Agricultural Research 69(3):391-399.
Eck, P; Childers, NF. 1966. Blueberry Culture. News Brunswick, USA, Ruters. 378 p.
Ferreyra, R; Peralta, J; Sadsawka, A; Munoz, C; Valenzuela, J. 2001. Efecto de la acidificación del sustrato y del agua de riego en la nutrición, desarrollo y producción de arandano de conejo. Agricultura Técnica 61(4):452-458.
Finn, CE; Warmund, MR. 1997. Fertigation vs. surface application of nitrogen during blueberry establishment. Acta Horticulturae 446(58):397-402.
Grunwald, S. 2010. Current state of digital soil mapping and what is next. In Boettinger, JL; Howel, DW; Moore, AC; Hartemink, AE; Kienast-Brown, S (eds.). Digital soil mapping: bridging research, environmental application, and opperation. Netherlands, Springer. p. 3-12.
Guo, R; Li, G; Jiang, T; Schuchardt, F; Chen, T; Zhao, Y. 2012. Effect of aeration rate, C/N ration and moisture content on the stability and maturity of compost. Bioresource Technology 112:171-178.
Guzman-Ortiz, M. 2007. Manual de fertilizantes para cultivo de alto rendimiento. México, Limusas. 366 p.
Hanson, EJ. 2006. Nitrogen fertilization of highbush blueberry. Acta Horticulturae 715(715):347-351.
Jafari, A; Finke, PA; de Wauw, JW; Ayoubi, S; Khademi, H. 2012. Spatial prediction of USDA-great soil groups in the arid sarand region, Iran: comparing logisitc regression approaches to predict diagnostic horizons and soil typess. European Journal of Soil Science 63:284-298.
Komilis, DP; Tziouvaras, IS. 2009. A statistical analysis to assess the maturity and stability of six composts. Waste Management 29(5):1504-1513.
Lillesand, TR; Keifer, W; Chipman, J. 2015. Remote sensing and image interpretation. 7 ed. Hoboken, USA, Wiley. 104 p. Mandal, AK; Sharma, RC. 2009. Computerized datatbase of salts affected soils for peninsular India using GIS. Geocarto International 24(1):65-85.
Medina González, H; García Coronado, J; Núñez Acosta, D. 2007. El método del hidrómetro: base teórica para su empleo en la determinación de la distribución del tamaño de partículas de suelo. Revista Ciencias Técnicas Agropecuarias 16(3):19-24.
Navarro-García, G; Navarro-García, S. 2013. Química agrícola: química del suelo y de los nutrientes esenciales para las plantas. Madrid, Spain, Cimapress. 508 p.
Orjuela-Matta, HM; Sanabria, YR; Camacho-Tamayo, JH. 2012. Spatial analysis of infiltration in an oxisol of the eastern plains of Colombia. Chilean Journal of Agricultural Reasearch 72(3):404-410.
Qi, F; Zhu, AX. 2003. Knowledge discovery from soil maps using inductive learning. International Journal of Geographical Information Science 17(8):771-795.
Rodriguez-Vasquez, AF; Arisitizabal-Castillo, AR; Camacho-Tamayo, JH. 2008. Variabilidad espacial de los modelos de infiltracion de philip y kostiakov en un suelo andico. Engenharia Agrícola 28:64-75.
Sandoval, ME; Celis, JH; Bahamondes, CP. 2012. Effect of sewage sludge and sawdust in association with hybrid ryegrass (Lolium x hybrydum Hausskn) on soil macroaggregates and water content. Chilean Journal of Agricultural Research 72(4):568-573.
Sierra, CB; Lancelloti, AM; Vidal, IP. 2007. Azufre elemental como corrector del pH y la fertilidad de algunos suelos de la III y IV region de chile. Agricultura Técnica Chile 67(2):173-181.
Taghizadeh-Mehrjardi, R; Sarmadian, F; Minasny, B; Triantafilis, J; Omid, M. 2014. Digital Mapping of Soil Classes Using Decision Tree and Auxiliary Data in the Ardakan Region, Iran. Arid Land Research and Management 28(2):147-168.
Uvalle-Bueno, JX. 2000. Diagnóstico, análisis de agua, suelo y planta, su interpretación y utilidad agrícola. Laboratorio de Suelos del Centro de Investigaciones Regionales del Noroeste (CIRNOINIFAP). México. Obregón, Son. 68 p.
Valarini, PJ; Curaqueo, G; Seguei, A; Manzano, K; Rubio, R; Cornejo, P; Borie, F. 2009. Effect of compost application on some properties of a volcanic soil from central south chile. Chilean Journal of Agricultural Research 69(3):416-425.
Van Breemen, N; Mulder, J; Driscoll, C. 1983. Acidification and alkalization of soils. Plants and soil 75(2):283-308.
Walder, K; Walder, O; Rinklebe, J; Menz, J. 2008. Estimation of soil properties with geostatistical methods in floodplains. Archives of Agronomy and Soil Science 54(3):275-295.
Yang, L; Zhu, AX; Qi, F;Qin, CZ; Li, B; Pei, T. 2013. An intergrative hierarchical stepwise sampling strategy for spatial sampling and its application in digital soil mapping. International Journal of Geographical Information Science 27(1):1-23.