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Articles

Investigation and prediction spatial variability in chemical properties of agricultural soil using geostatistics

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Pages 461-475 | Received 24 Jun 2010, Accepted 05 Oct 2010, Published online: 30 Jun 2011

References

  • Bastante , F G , Taboada , J , Alejano , L R and Ordóñez , C . 2005 . Evaluation of the resources of a slate deposit using indicator kriging . Eng Geol , 81 : 407 – 418 .
  • Bohn , H L , McNeal , B L and O'Connor , G A . 2001 . Soil chemistry , 3rd ed , New York : Wiley .
  • Burgess , T M and Webster , R . 1980a . Optimal interpolation and isarithmic mapping of soil properties. I. The semi-variogram and punctual kriging . J Soil Sci , 31 : 315 – 331 .
  • Burgess , T M and Webster , R . 1980b . Optimal interpolation and isarithmic mapping of soil properties. II. Block kriging, variogram and punctual kriging . J Soil Sci , 31 : 333 – 341 .
  • Cambardella , C A , Moorman , T B , Novak , J M , Parkin , T B , Karlen , D L , Turco , R F and Konopka , A E . 1994 . Field-scale variability of soil properties in Central Iowa soils . Soil Sci Soc Am J , 58 : 1501 – 1511 .
  • Chambers , RL , Yarus , JM and Hird , KB . 2000a . “ Petroleum geostatistics for nongeostatisticians ” . In Part I. Leading Edge Vol. 19(5) , 474 – 479 .
  • Chambers , RL , Yarus , JM and Hird , KB . 2000b . “ Petroleum geostatistics for nongeostatisticians ” . In Part II. Leading Edge Vol. 19(6) , 592 – 599 .
  • Chen , H , Shen , Liu Z and Tong , Z . 2009 . Spatial variability of soil fertility factors in the Xiangcheng tobacco planting region, China . Front Biol China , 4 : 350 – 357 .
  • Coulombe , B A , Chaney , R L and Wiebold , W J . 1984 . Bicarbonate directly induces iron chlorosis in susceptible soybean cultivars . Soil Sci Soc Am J , 48 : 1297 – 1301 .
  • Demico , R V . 2004 . “ Fuzzy logic in geology ” . In Amsterdam (The Netherlands): Elsevier. Chapter: Applications of fuzzy logic to stratigraphic modeling
  • Fang , H J , Yang , X M , Zhang , X P and Liang , A Z . 2005 . Assessment of distribution of erosion material and soil organic carbon using fly ash as a time marker at a sloping field in black soil region . Acta Pedol Sinica , 42 ( 1 ) : 16 – 23 (in Chinese) .
  • Frogbrook , Z L , Oliver , M A , Salahi , M and Ellis , R H . 2002 . Exploring the spatial relations between cereal yield and soil chemical properties and the implications for sampling . Soil Use Manage , 18 : 1 – 9 .
  • Goovaerts , P . 1997 . Geostatistics for natural resources evaluation. New York: , Oxford University Press .
  • Goovaerts , P . 1998 . Geostatistical tools for characterizing the spatial variability of microbiological and physicochemical soil properties . Biol Fertil Soil , 27 : 315 – 334 .
  • Goovaerts , P . 2000 . Estimation or simulation of soil properties? An optimization problem with conflicting criteria . Geoderma , 97 ( 3–4 ) : 165 – 186 .
  • Granados , F L , Osito , M JE , Atenciano , S , Ferrer , A G , Orden , M S and Torres , L G . 2002 . Spatial variability of agricultural soil parameters in southern Spain . Plant Soil , 246 : 97 – 105 .
  • Kalayci , M , Torun , B , Eker , S , Aydin , M , Ozturk , L and Cakmak , I . 1999 . Grain yield, zinc efficiency and zinc concentration of wheat cultivars grown in a zinc-deficient calcareous soil in field and greenhouse . Field Crops Res , 63 : 87 – 98 .
  • Lamsal , S , Bliss , C M and Graetz , D A . 2009 . Geospatial mapping of soil nitrate–nitrogen distribution under a mixed-land use system . Pedosphere , 19 ( 4 ) : 434 – 445 .
  • Lei , Y W , Wei , C Z , Li , J H , Hou , Z A , Ye , J and Bao , B Y . 2004 . Characters of soil nutrient spatial variability in different scale . Soils , 36 ( 4 ) : 376 – 381 (in Chinese) .
  • Lindsay , W L and Norvell , W A . 1978 . Development of a DTPA test for Zn, Fe, Mn and Cu . Soil Sci Soc Am J , 42 : 421 – 428 .
  • Loeppert , R H . 1986 . Reactions of iron and carbonates in calcareous soils . J Plant Nutr , 9 ( 3–7 ) : 195 – 214 .
  • Majidi , A , Rahnemaie , R , Hassani , A and Malakouti , M J . 2010 . Adsorption and desorption processes of boron in calcareous soils . Chemosphere , 80 : 733 – 739 .
  • Malakouti , M J , Karimiyan , N and Keshavarz , P . 2007 . Diagnosis and recommendation of balanced fertilization for sustainable agriculture , 7th ed. , Edited by: Tehran , (Iran): . Tehran (Iran): Tarbiat Modares University (in Farsi) .
  • Marschner , H . 1995 . Mineral nutrition of higher plants , London: Academic Press .
  • McBratney , A B and Webster , R . 1986 . Choosing functions for semivariograms of soil properties and fitting them to sampling estimates . Soil Sci , 37 : 617 – 639 .
  • McBratney , A B and Pringle , M J . 1999 . Estimating average and proportional variograms of soil properties and their potential use in precision agriculture . Precis Agr , 1 : 125 – 152 .
  • McBratney , A B , Whelan , B M , Ancev , T and Bouma , J . 2005 . Future directions of precision agriculture . Precis Agr , 6 : 7 – 23 .
  • Mengel , K M , Breinenger , T and Bulb , W . 1984 . Bicarbonate the important factor including iron chlorosis in grape on calcareous soil . Plant Soil , 81 : 333 – 341 .
  • Miller , M P , Singer , M J and Nielson , D R . 1988 . Spatial variability of wheat yield and soil properties on complex hills . Soil Sci Soc Am J , 52 : 1133 – 1141 .
  • Mohammadi , J . 2002 . Spatial variability of soil fertility, wheat yield and weed density in a one-hectare field in Shahre Kord . Agr Sci Technol , 4 : 83 – 92 .
  • Olsen , S R , Cole , C V , Watnabe , F S and Dean , L A . 1954 . Estimation of available phosphorus in soils by extraction with sodium bicarbonate . US Department of Agriculure Circular 939 ,
  • Page , A L and Keeney , D R . 1982 . Methods of soil analysis, part II. Madison (WI): , American Society of Agronomy/Soil Science Society of America .
  • Panagopoulos , T , Jesus , J , Antunes , M DC and Beltr , J . 2006 . Analysis of spatial interpolation for optimizing management of a stalinized field cultivated with lettuce . Eur J Agron , 24 : 1 – 10 .
  • Pringle , M J , Cook , S E and McBratney , A B . 2004 . Field-scale experiments for site-specific crop management. Part II: a geostatistical analysis . Precis Agr , 5 : 625 – 645 .
  • Quine , T A and Zhang , Y . 2002 . An investigation of spatial variation in soil erosion, soil properties and crop production within an agricultural field in Devon, UK . J Soil Water Conserv , 57 : 50 – 60 .
  • Rezaei , H and Malakouti , MJ . 2001 . Critical levels of iron, zinc and boron for cotton in Varamin Region . J Agr Sci Technol , 3 : 147 – 153 .
  • Robinson , T P and Metternicht , G . 2005 . Comparing the performance of techniques to improve the quality of yield maps . Agr Syst , 85 : 19 – 41 .
  • Robinson , T P and Metternicht , G . 2006 . Testing the performance of spatial interpolation techniques for mapping soil properties . Comput Electron Agr , 50 : 97 – 108 .
  • Rodriguez , J A , Nanos , N , Grau , J M , Gil , L and Arias , M L . 2008 . Multiscale analysis of heavy metal contents in Spanish agricultural topsoils . Chemosphere , 70 : 1085 – 1096 .
  • Rodriguez , Martín JA , Carbonell , Martín G , López , Arias M and Grau , Corbí JM . 2009 . Mercury content in topsoils, and geostatistical methods to identify anthropogenic input in the Ebro basin (Spain) . Spanish J Agr Res , 7 ( 1 ) : 107 – 118 .
  • Ruth , B and Lennartz , B . 2008 . Spatial variability of soil properties and rice yield along two catenas in Southeast China . Pedosphere , 18 ( 4 ) : 409 – 420 .
  • Sarkar , D and Haldar , A . 2005 . Physical and chemical methods in soil analysis. New Dehli (India): , New Age International .
  • Sun , B , Zhou , S L and Zhao , Q G . 2003 . Evaluation of spatial and temporal changes of soil quality based on geostatistical analysis in the hill region of subtropical China . Geoderma , 115 ( 1 ) : 85 – 99 .
  • Taboada , J , Rivas , T , Saavedra , A , Ordóñez , C , Bastante , F and Giráldez , E . 2008 . Evaluation of the reserve of a granite deposit by fuzzy kriging . Eng Geol , 99 : 23 – 30 .
  • Wackernagel , H . 1995 . Multivariate geostatistics: an introduction with applications , Springer .
  • Xing-Yi , Z , Yue-Yu , S , Xu-Dong , Z , Kai , M and Herbert , S J . 2007 . Spatial variability of nutrient properties in black soil of Northeast China . Pedosphere , 17 ( 1 ) : 19 – 29 .
  • Xu , Y C and Shen , Q R . 2004 . Influence of long-term combined application of manure and chemical fertilizer on supplying characteristics of nitrogen in soil and particle fractions . Acta Ped Sinica , 41 ( 1 ) : 87 – 92 (in Chinese) .
  • Yamagishi , J , Nakamoto , T and Richner , W . 2003 . Stability of spatial variability of wheat and maize biomass in a small field managed under two contrasting tillage systems over 3 years . Field Crop Res , 81 : 95 – 108 .
  • Yemefack , M , Rossiter , D G and Njomgang , R . 2005 . Multi-scale characterization of soil variability within an agricultural landscape mosaic system in southern Cameroon . Geoderma , 125 : 117 – 143 .
  • Zuo , Y , Ren , L , Zhang , F and Jiang , R-F . 2007 . Bicarbonate concentration as affected by soil water content controls iron nutrition of peanut plants in a calcareous soil . Plant Physiol Biochem , 45 : 357 – 364 .

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