Reducing sampling intensity in order to investigate spatial variability of soil pH, organic matter and available phosphorus using co-kriging techniques. A case study of acid soils in Eastern Croatia

References

• Bašić F. 2013. The soils of Croatia. Dordrecht: Springer.
   Google Scholar
• Begum F, Bajracharya RM, Sharma S, Sitaula BK. 2010. Influence of slope aspect on soil physico-chemical and biological properties in the mid hills of central Nepal. Int J Sus Dev World. 17:438–443.
   Web of Science ®Google Scholar
• Behera SK, Shukla AK. 2015. Spatial distribution of surface soil acidity, electrical conductivity, soil organic carbon content and exchangeable potassium, calcium and magnesium in some cropped acid soils of India. Land Degr Dev. 26:71–79.
   Web of Science ®Google Scholar
• Bogunovic I, Kisic I. 2017. Soil compaction on clay loam soil in pannonian region of croatia under different tillage systems. J Agr Sci Tech. 19:475–486.
   Web of Science ®Google Scholar
• Bogunovic I, Kisic I, Jurisic A. 2015. Influence of wildfire and fire suppression by seawater on soil properties. Appl Ecol Env Res. 13:1157–1169.
   Web of Science ®Google Scholar
• Bogunovic I, Mesic M, Zgorelec Z, Jurisic A, Bilandzija D. 2014. Spatial variation of soil nutrients on sandy-loam soil. Soil Till Res. 144:174–183.
   Web of Science ®Google Scholar
• Bogunovic I, Pereira P, Brevik E. 2017b. Spatial distribution and prediction of soil chemical properties in an organic farm in Croatia. Sci Total Environ. 584-585:535–545.
   PubMed Web of Science ®Google Scholar
• Bogunovic I, Trevisani S, Seput M, Juzbasic D, Durdevic B. 2017a. Short-range and regional spatial variability of soil chemical properties in an agro-ecosystem in eastern Croatia. Catena. in press doi: 10.1016/j.catena.2017.02.018)
   Web of Science ®Google Scholar
• Bogunović M, Vidaček Ž, Racz Z, Husnjak S, Sraka M. 1996. General soil map of croatia. Zagreb: University of Zagreb Faculty of Agriculture, Department of Soil science; p. 1:300 000.
   Google Scholar
• Cambardella CA, Moorman TB, Parkin TB, Karlen DL, Novak JM, Turco RF, Konopka AE. 1994. Field-scale variability of soil properties in central Iowa soils. Soil Sci Soc Am J. 58:1501–1511.
   Web of Science ®Google Scholar
• Cao C, Jiang S, Ying Z, Zhang F, Han X. 2011. Spatial variability of soil nutrients and microbiological properties after the establishment of leguminous shrub Caragana microphylla Lam. plantation on sand dune in the Horqin Sandy Land of Northeast China. Ecol Eng. 37:1467–1475.
   Web of Science ®Google Scholar
• Castrignano A, Buttafuoco G, Comolli R. 2011. Using digital elevation model to improve soil pH prediction in an alpine doline. Pedosphere. 21:259–270.
   Web of Science ®Google Scholar
• Ceddia MB, Vieira SR, Villela ALO, Mota LDS, Anjos LHCD, Carvalho DFD. 2009. Topography and spatial variability of soil physical properties. Sci Agric. 66:338–352.
   Web of Science ®Google Scholar
• Ceddia MB, Villela ALO, Pinheiro ÉFM, Wendroth O. 2015. Spatial variability of soil carbon stock in the Urucu river basin, Central Amazon-Brazil. Sci Total Environ. 526:58–69.
   PubMed Web of Science ®Google Scholar
• Ebeling C, Lang F, Gaertig T. 2016. Structural recovery in three selected forest soils after compaction by forest machines in Lower Saxony, Germany. Forest Ecol Manag. 359:74–82.
   Web of Science ®Google Scholar
• Eglin T, Walter C, Nys C, Follain S, Forgeard F, Legout A, Squividant H. 2008. Influence of waterlogging on carbon stock variability at hillslope scale in a beech forest (Fougères forest–West France). Ann For Sci. 65:1–10.
   Web of Science ®Google Scholar
• Egner H, Riehm H, Domingo WR. 1960. Untersuchungen über die chemische Bodenanalyse als Grundlage für die Beurteilung des Nährstoffzustandes der Böden. II Chemische Extraktionsmethoden zur Phosphor und Kalium. Kungliga Lantbrukshögskolans Annaler. 26:45–61. In German.
   Google Scholar
• Emadi M, Baghernejad M. 2014. Comparison of spatial interpolation techniques for mapping soil pH and salinity in agricultural coastal areas, northern Iran. Arch Agron Soil Sci. 60:1315–1327.
   Web of Science ®Google Scholar
• Emadi M, Shahriari AR, Sadegh-Zadeh F, Jalili Seh-Bardan B, Dindarlou A. 2016. Geostatistics-based spatial distribution of soil moisture and temperature regime classes in Mazandaran province, northern Iran. Arch Agron Soil Sci. 62:502–522.
   Web of Science ®Google Scholar
• Gontijo I, Santos EODJ, Partelli FL, Gontijo AB, Pires FR. 2016. Determination of homogeneous zones for liming recommendations of black pepper using geostatistics. Rev Bras Eng Agríc Ambient. 20:918–924.
   Google Scholar
• Goovaerts P. 1998. Geostatistical tools for characterizing the spatial variability of microbiological and physio-chemical soil properties. Biol Fertil Soils. 27:315–334.
   Web of Science ®Google Scholar
• Hanna AY, Harlan PW, Lewis DT. 1982. Soil available water as influenced by landscape position and aspect. Agron J. 74:999–1004.
   Web of Science ®Google Scholar
• Isaaks EH, Srivastava RM. 1989. Applied Geostatistics. London: Oxford University.
   Google Scholar
• IUSS Working Group WRB. 2014. World reference base for soil resource 2014. International soil classification system for naming soils and creating legends for soil maps. Rome: Food and Agriculture Organization of the United Nations.
   Google Scholar
• Jiang HL, Liu GS, Liu SD, Li EH, Wang R, Yang YF, Hu HC. 2012. Delineation of site-specific management zones based on soil properties for a hillside field in central China. Arch Agron Soil Sci. 58:1075–1090.
   Web of Science ®Google Scholar
• Kappen H. 1929. Die Bodenazidität. Berlin: Springer Verlag.
   Google Scholar
• Kerry R, Oliver MA. 2007. Comparing sampling needs for variograms of soil properties computed by the method of moments and residual maximum likelihood. Geoderma. 140:383–396.
   Web of Science ®Google Scholar
• Kisic I, Basic F, Nestroy O, Mesic M, Butorac A. 2002. Chemical properties of eroded soil material. J Agron Crop Sci. 188:323–334.
   Web of Science ®Google Scholar
• Kisic I, Bogunovic I, Birkás M, Jurisic A, Spalevic V. 2017. The role of tillage and crops on a soil loss of an arable Stagnic Luvisol. Arch Agron Soil Sci. 63:403-413.
   Web of Science ®Google Scholar
• Li QQ, Zhang X, Wang CQ, Li B, Gao XS, Yuan DG, Luo YL. 2016. Spatial prediction of soil nutrient in a hilly area using artificial neural network model combined with kriging. Arch Agron Soil Sci. 62:1541–1553.
   Web of Science ®Google Scholar
• Liu Z, Zhou W, Shen J, He P, Lei Q, Liang G. 2014. A simple assessment on spatial variability of rice yield and selected soil chemical properties of paddy fields in South China. Geoderma. 235:39–47.
   Web of Science ®Google Scholar
• Macías F, Camps Arbestain M, Chesworth W. 2008. Agricultural problems of acid soils. In: Chesworth, W, editor. Encyclopedia of soil science. Dordrecht: Springer; p. 7–10.
   Google Scholar
• McGrath D, Zhang C. 2003. Spatial distribution of soil organic carbon concentrations in grassland of Ireland. Appl Geochem. 18:1629–1639.
   Web of Science ®Google Scholar
• Millán H, Tarquís AM, Pérez LD, Mato J, González-Posada M. 2012. Spatial variability patterns of some Vertisol properties at a field scale using standardized data. Soil Till Res. 120:76–84.
   Web of Science ®Google Scholar
• Mousavifard SM, Momtaz H, Sepehr E, Davatgar N, Sadaghiani MHR. 2013. Determining and mapping some soil physico-chemical properties using geostatistical and GIS techniques in the Naqade region, Iran. Arch Agron Soil Sci. 59:1573–1589.
   Web of Science ®Google Scholar
• Nahidan S, Nourbakhsh F, Mosaddeghi MR. 2015. Variation of soil microbial biomass C and hydrolytic enzyme activities in a rangeland ecosystem: are slope aspect and position effective? Arch Agron Soil Sci. 61:797–811.
   Web of Science ®Google Scholar
• Nourzadeh M, Mahdian MH, Malakouti MJ, Khavazi K. 2012. Investigation and prediction spatial variability in chemical properties of agricultural soil using geostatistics. Arch Agron Soil Sci. 58:461–475.
   Web of Science ®Google Scholar
• Novara A, Gristina L, Saladino SS, Santoro A, Cerdà A. 2011. Soil erosion assessment on tillage and alternative soil managements in a Sicilian vineyard. Soil Till Res. 117:140–147.
   Web of Science ®Google Scholar
• Opala PA, Okalebo JR, Othieno C. 2013. Comparison of effects of phosphorus sources on soil acidity, available phosphorus and maize yields at two sites in western Kenya. Arch Agron Soil Sci. 59:327–339.
   Web of Science ®Google Scholar
• Paltineanu C, Tanasescu N, Chitu E. 2016. Pattern of soil physical properties in intensive plum and apple orchards on medium and course textured soils. Soil Till Res. 163:80–88.
   Web of Science ®Google Scholar
• Pereira P, Cerdà A, Úbeda X, Mataix‐Solera J, Arcenegui V, Zavala LM. 2015b. Modelling the impacts of wildfire on ash thickness in a short‐term period. Land Degrad Dev. 26:180–192.
   Web of Science ®Google Scholar
• Pereira P, Oliva M, Misiune I. 2015a. Spatial interpolation of precipitation indexes in Sierra Nevada (Spain): comparing the performance of some interpolation methods. Theor Appl Climatol. 126:693–698.
   Web of Science ®Google Scholar
• Reza SK, Nayak DC, Chattopadhyay T, Mukhopadhyay S, Singh SK, Srinivasan R. 2016. Spatial distribution of soil physical properties of alluvial soils: a geostatistical approach. Arch Agron Soil Sci. 62:972–981.
   Web of Science ®Google Scholar
• Robinson TP, Metternicht G. 2006. Testing the performance of spatial interpolation techniques for mapping soil properties. Comput Electron Agric. 50:97–108.
   Web of Science ®Google Scholar
• Sağlam M. 2015. Evaluation of the physicochemical properties of alluvial and colluvial soils formed under ustic moisture regime using multivariate geostatistical techniques. Arch Agron Soil Sci. 61:943–957.
   Web of Science ®Google Scholar
• Salome C, Coll P, Lardo E, Villenave C, Blanchart E, Hinsinger P, Marsden C, Le Cadre E. 2014. Relevance of use-invariant soil properties to assess soil quality of vulnerable ecosystems: the case of Mediterranean vineyards. Ecol Indic. 43:83–93.
   Web of Science ®Google Scholar
• Santos EDJ, Gontijo I, Da Silva MB. 2014. Spatial variability of soil acidity attributes and liming requirement for conilon coffee. Coffee Sci. 9:275–283.
   Google Scholar
• Sharpley A. 2000. Phosphorus availability. In: Sumner, ME, editor. Handbook of soil science. Boca Raton, Fla: CRC; p. 18–38.
   Google Scholar
• She D, Fei Y, Chen Q, Timm LC. 2016. Spatial scaling of soil salinity indices along a temporal coastal reclamation area transect in China using wavelet analysis. Arch Agron Soil Sci. 62:1625–1639.
   Web of Science ®Google Scholar
• Sigua GC, Coleman SW, Albano J, Williams M. 2011. Spatial distribution of soil phosphorus and herbage mass in beef cattle pastures: effects of slope aspect and slope position. Nutr Cycl Agroecosys. 89:59–70.
   Web of Science ®Google Scholar
• Škorić A, Filipovski G, Čirić M. 1985. Classification of Yugoslav soils. Academy of Sciences and Arts of Bosnia and Hercegovina, Sarajevo (in Croatian).
   Google Scholar
• Thun R, Herrmann R, Knickmann E. 1955. Die Untersuchung von Boden. Radebeuel und Berlin (in German). Berlin: Neumann Verlag.
   Google Scholar
• Tsui CC, Chen ZS, Hsieh CF. 2004. Relationships between soil properties and slope position in a lowland rain forest of southern Taiwan. Geoderma. 123:131–142.
   Web of Science ®Google Scholar
• Wälder K, Wälder O, Rinklebe J, Menz J. 2008. Estimation of soil properties with geostatistical methods in floodplains. Arch Agron Soil Sci. 54:275–295.
   Google Scholar
• Walkley AJ, Black IA. 1934. An examination of the Degtjareff method for determining soil organic matter and a proposed modification of the chromic acid titration method. Soil Sci. 37:29–38.
   Web of Science ®Google Scholar
• Wang M, Xu S, Zhao Y, Shi X. 2017. Climatic effect on soil organic carbon variability as a function of spatial scale. Arch Agron Soil Sci. 63:375-387.
   Web of Science ®Google Scholar
• Wunderer W, Fardosi A, Baumgatren A, Bauer K. 2003. Richtlinien für die Sachgerechte Dügung im Weinbau. Tulln (in German). Bundesministerium für Land-und Forstwirtschaft.
   Google Scholar
• Yimer F, Ledin S, Abdelkadir A. 2006. Soil property variations in relation to topographic aspect and vegetation community in the south-eastern highlands of Ethiopia. Forest Ecol Manag. 232:90–99.
   Web of Science ®Google Scholar
• Zhang XY, Sui YY, Zhang XD, Meng K, Herbert SJ. 2007. Spatial variability of nutrient properties in black soil of northeast China. Pedosphere. 17:19–29.
   Web of Science ®Google Scholar
• Zhu B, Gao M, Liu G, Zhang J, Chen S, Zhang X. 2002. Soil degradation and soil productivity restoration and maintenance in hilly land of southern China. Arch Agron Soil Sci. 48:311–318.
   Google Scholar