메뉴 건너뛰기




Volumn 70, Issue 4, 2006, Pages 1200-1209

Interpolating soil properties using kriging combined with categorical information of soil maps

Author keywords

[No Author keywords available]

Indexed keywords

ERROR ANALYSIS; INTERPOLATION; MATHEMATICAL MODELS; PARAMETER ESTIMATION; SOILS;

EID: 33745917422     PISSN: 03615995     EISSN: None     Source Type: Journal    
DOI: 10.2136/sssaj2005.0126     Document Type: Article
Times cited : (97)

References (39)
  • 1
    • 23744432883 scopus 로고    scopus 로고
    • The spatial prediction of soil mineral N and potentially available N using elevation
    • Baxter, S.J., and M.A. Oliver. 2005. The spatial prediction of soil mineral N and potentially available N using elevation. Geoderma 128:325-339.
    • (2005) Geoderma , vol.128 , pp. 325-339
    • Baxter, S.J.1    Oliver, M.A.2
  • 2
    • 0031863896 scopus 로고    scopus 로고
    • Integrating properties of soil map delineations into ordinary kriging
    • Boucneau, G., M. van Meirvenne, O. Thas, and G. Hofman. 1998. Integrating properties of soil map delineations into ordinary kriging. Eur. J. Soil Sci. 49:213-229.
    • (1998) Eur. J. Soil Sci. , vol.49 , pp. 213-229
    • Boucneau, G.1    Van Meirvenne, M.2    Thas, O.3    Hofman, G.4
  • 3
    • 0033841667 scopus 로고    scopus 로고
    • Comparison of kriging with external drift and simple linear regression for predicting soil horizon thickness with different sample densities
    • Bourennane, H., D. King, and A. Couturier. 2000. Comparison of kriging with external drift and simple linear regression for predicting soil horizon thickness with different sample densities. Geoderma 97:255-271.
    • (2000) Geoderma , vol.97 , pp. 255-271
    • Bourennane, H.1    King, D.2    Couturier, A.3
  • 4
    • 0029668041 scopus 로고    scopus 로고
    • The performance of spatial interpolation methods and choropleth maps to estimate properties at points: A soil survey case study
    • Brus, D.J., J.J. De Gruijter, B.A. Marsman, R. Visschers, A.K. Bregt, A. Breeuwsma, and J. Bouma. 1996. The performance of spatial interpolation methods and choropleth maps to estimate properties at points: A soil survey case study. Environmetrics 7:1-16.
    • (1996) Environmetrics , vol.7 , pp. 1-16
    • Brus, D.J.1    De Gruijter, J.J.2    Marsman, B.A.3    Visschers, R.4    Bregt, A.K.5    Breeuwsma, A.6    Bouma, J.7
  • 5
    • 0036887786 scopus 로고    scopus 로고
    • Quantitative mapping of soil types based on regression kriging of taxonomic distances with landform and land cover attributes
    • Carré, F., and M.C. Girard. 2002. Quantitative mapping of soil types based on regression kriging of taxonomic distances with landform and land cover attributes. Geoderma 110:241-263.
    • (2002) Geoderma , vol.110 , pp. 241-263
    • Carré, F.1    Girard, M.C.2
  • 7
    • 0242675945 scopus 로고    scopus 로고
    • Comparing ordinary kriging and cokriging to estimate infiltration rate
    • Ersahin, S. 2003. Comparing ordinary kriging and cokriging to estimate infiltration rate. Soil Sci. Soc. Am. J. 67:1848-1855.
    • (2003) Soil Sci. Soc. Am. J. , vol.67 , pp. 1848-1855
    • Ersahin, S.1
  • 8
    • 33745900967 scopus 로고
    • Gamma Design Software, Plainwell, MI
    • Gamma Design Software. 1994. GS+ for Windows v. 5.3.2. Gamma Design Software, Plainwell, MI.
    • (1994) GS+ for Windows V. 5.3.2
  • 9
    • 85075752961 scopus 로고
    • Particle-size analysis
    • A. Klute (ed.) ASA and SSSA, Madison, WI
    • Gee, G.W., and J.W. Bauder. 1986. Particle-size analysis. p. 383-411. In A. Klute (ed.) Methods of soil analysis. Part 1. 2nd ed. ASA and SSSA, Madison, WI.
    • (1986) Methods of Soil Analysis. Part 1. 2nd Ed. , pp. 383-411
    • Gee, G.W.1    Bauder, J.W.2
  • 11
    • 0029481924 scopus 로고
    • Integrating soil map information in modeling the spatial variation of continuous soil properties
    • Goovaerts, P., and A.G. Journel. 1995. Integrating soil map information in modeling the spatial variation of continuous soil properties. Eur. J. Soil Sci. 46:397-414.
    • (1995) Eur. J. Soil Sci. , vol.46 , pp. 397-414
    • Goovaerts, P.1    Journel, A.G.2
  • 12
    • 1842583695 scopus 로고    scopus 로고
    • A generic framework for spatial prediction of soil variables based on regression-kriging
    • Hengl, T., G.B.M. Heuvelink, and A. Stein. 2004. A generic framework for spatial prediction of soil variables based on regression-kriging. Geoderma 120:75-93.
    • (2004) Geoderma , vol.120 , pp. 75-93
    • Hengl, T.1    Heuvelink, G.B.M.2    Stein, A.3
  • 13
    • 0027100886 scopus 로고
    • Combining soil maps with interpolations from point observations to predict quantitative soil properties
    • Heuvelink, G.B.M., and M.F.P. Bierkens. 1992. Combining soil maps with interpolations from point observations to predict quantitative soil properties. Geoderma 55:1-15.
    • (1992) Geoderma , vol.55 , pp. 1-15
    • Heuvelink, G.B.M.1    Bierkens, M.F.P.2
  • 15
    • 0032031037 scopus 로고    scopus 로고
    • A comparison of three kriging methods using auxiliary variables in heavy-metal contaminated soils
    • Juang, K.W., and D.Y. Lee. 1998. A comparison of three kriging methods using auxiliary variables in heavy-metal contaminated soils. J. Environ. Qual. 27:355-363.
    • (1998) J. Environ. Qual. , vol.27 , pp. 355-363
    • Juang, K.W.1    Lee, D.Y.2
  • 16
    • 0029412517 scopus 로고
    • A comparison of kriging, cokriging and kriging combined with regression for spatial interpolation of horizon depth with censored observations
    • Knotters, M., D.J. Bus, and J.H. Oude Voshaar. 1995. A comparison of kriging, cokriging and kriging combined with regression for spatial interpolation of horizon depth with censored observations. Geoderma 67:227-246.
    • (1995) Geoderma , vol.67 , pp. 227-246
    • Knotters, M.1    Bus, D.J.2    Oude Voshaar, J.H.3
  • 17
    • 0141791089 scopus 로고    scopus 로고
    • Influence of spatial structure on accuracy of interpolation methods
    • Kravchenko, A.N. 2003. Influence of spatial structure on accuracy of interpolation methods. Soil Sci. Soc. Am. J. 67:1564-1571.
    • (2003) Soil Sci. Soc. Am. J. , vol.67 , pp. 1564-1571
    • Kravchenko, A.N.1
  • 18
    • 0030301724 scopus 로고    scopus 로고
    • Spatial variability patterns of phosphorus and potassium in no-tilled soils for two sampling scales
    • Mallarino, A.P. 1996. Spatial variability patterns of phosphorus and potassium in no-tilled soils for two sampling scales. Soil Sci. Soc. Am. J. 60:1473-1481.
    • (1996) Soil Sci. Soc. Am. J. , vol.60 , pp. 1473-1481
    • Mallarino, A.P.1
  • 19
    • 0001395701 scopus 로고
    • Soil pH and lime requirement
    • A.L. Page (ed.) ASA and SSSA, Madison, WI
    • McLean, E.O. 1982. Soil pH and lime requirement. p. 199-223. In A.L. Page (ed.) Methods of soil analysis. Part 2. 2nd ed. ASA and SSSA, Madison, WI.
    • (1982) Methods of Soil Analysis. Part 2. 2nd Ed. , pp. 199-223
    • McLean, E.O.1
  • 20
    • 0021560138 scopus 로고
    • Mehlich 3 soil test extradant: A modification of Mehlich 2 extractant
    • Mehlich, A. 1984. Mehlich 3 soil test extradant: A modification of Mehlich 2 extractant. Commun. Soil Sci. Plant Anal. 15:1409-1416.
    • (1984) Commun. Soil Sci. Plant Anal. , vol.15 , pp. 1409-1416
    • Mehlich, A.1
  • 21
    • 0037244092 scopus 로고    scopus 로고
    • Soil carbon maps: Enhancing spatial estimates with simple terrain attributes at multiple scales
    • Mueller, T.G., and F.J. Pierce. 2003. Soil carbon maps: Enhancing spatial estimates with simple terrain attributes at multiple scales. Soil Sci. Soc. Am. J. 67:258-267.
    • (2003) Soil Sci. Soc. Am. J. , vol.67 , pp. 258-267
    • Mueller, T.G.1    Pierce, F.J.2
  • 24
    • 34247898040 scopus 로고
    • A modified single solution method for the determination of phosphate in natural waters
    • Murphy, J., and J.P. Riley. 1962. A modified single solution method for the determination of phosphate in natural waters. Anal. Chim. Acta 27:31-36.
    • (1962) Anal. Chim. Acta , vol.27 , pp. 31-36
    • Murphy, J.1    Riley, J.P.2
  • 25
    • 0029774485 scopus 로고    scopus 로고
    • How good is a reconnaissance soil map for agronomic purposes?
    • Oberthür, T., A. Dobermann, and H.U. Neue. 1996. How good is a reconnaissance soil map for agronomic purposes? Soil Use Manage. 12:33-43.
    • (1996) Soil Use Manage. , vol.12 , pp. 33-43
    • Oberthür, T.1    Dobermann, A.2    Neue, H.U.3
  • 26
    • 0032880338 scopus 로고    scopus 로고
    • Mapping soil texture classes using field texturing, particle size distribution and local knowledge by both conventional and geostatistical methods
    • Oberthür, T., P. Goovaerts, and A. Dobermann. 1999. Mapping soil texture classes using field texturing, particle size distribution and local knowledge by both conventional and geostatistical methods. Eur. J. Soil Sci. 50:457-479.
    • (1999) Eur. J. Soil Sci. , vol.50 , pp. 457-479
    • Oberthür, T.1    Goovaerts, P.2    Dobermann, A.3
  • 27
    • 0029542857 scopus 로고
    • Further results on prediction of soil properties from terrain attributes: Heterotropic cokriging and regression-kriging
    • Odeh, I.O.A, A.B. McBratney, and D.J. Chittleborough. 1995. Further results on prediction of soil properties from terrain attributes: Heterotropic cokriging and regression-kriging. Geoderma 67:215-226.
    • (1995) Geoderma , vol.67 , pp. 215-226
    • Odeh, I.O.A.1    McBratney, A.B.2    Chittleborough, D.J.3
  • 28
    • 0028557530 scopus 로고
    • Spatial prediction of soil properties from landform attributes derived from a digital elevation model
    • Odeh, I.O.A., A.B. McBratney, and D.J. Chittleborough. 1994. Spatial prediction of soil properties from landform attributes derived from a digital elevation model. Geoderma 63:197-214.
    • (1994) Geoderma , vol.63 , pp. 197-214
    • Odeh, I.O.A.1    McBratney, A.B.2    Chittleborough, D.J.3
  • 29
    • 0037367398 scopus 로고    scopus 로고
    • Soil water content interpolation using spatial-temporal kriging with external drift
    • Snepvangers, J.J.J.C., G.B.M. Heuvelink, and J.A. Huisman. 2003. Soil water content interpolation using spatial-temporal kriging with external drift. Geoderma 112:253-271.
    • (2003) Geoderma , vol.112 , pp. 253-271
    • Snepvangers, J.J.J.C.1    Heuvelink, G.B.M.2    Huisman, J.A.3
  • 30
    • 33745906705 scopus 로고
    • National Chunghsing University, Taichung, Taiwan, R.O.C.
    • Soil Survey Report of Changwhua County. 1969. National Chunghsing University, Taichung, Taiwan, R.O.C.
    • (1969) Soil Survey Report of Changwhua County.
  • 31
    • 0003942921 scopus 로고
    • USDA-SCS Agric. Handb. 18. U.S. Gov. Print. Office, Washington, DC
    • Soil Survey Staff. 1993. Soil survey manual. USDA-SCS Agric. Handb. 18. U.S. Gov. Print. Office, Washington, DC.
    • (1993) Soil Survey Manual
  • 33
    • 0024197971 scopus 로고
    • Use of map-delineation to improve co-kriging of point data on moisture deficits
    • Stein, A., M. Hoogerwerf, and J. Bouma. 1988. Use of map-delineation to improve co-kriging of point data on moisture deficits. Geoderma 43:311-325.
    • (1988) Geoderma , vol.43 , pp. 311-325
    • Stein, A.1    Hoogerwerf, M.2    Bouma, J.3
  • 34
    • 0034952187 scopus 로고    scopus 로고
    • Comparison of statistical prediction methods for estimating field-scale clay content using different combinations of ancillary variables
    • Triantafilis, J., A.I. Huckel, and I.O.A. Odeh. 2001a. Comparison of statistical prediction methods for estimating field-scale clay content using different combinations of ancillary variables. Soil Sci. 166: 415-427.
    • (2001) Soil Sci. , vol.166 , pp. 415-427
    • Triantafilis, J.1    Huckel, A.I.2    Odeh, I.O.A.3
  • 35
    • 0034977135 scopus 로고    scopus 로고
    • Five geostatistical models to predict soil salinity from electromagnetic induction data across irrigated cotton
    • Triantafilis, J., I.O.A. Odeh, and A.B. McBratney. 2001b. Five geostatistical models to predict soil salinity from electromagnetic induction data across irrigated cotton. Soil Sci. Soc. Am. J. 65:869-878.
    • (2001) Soil Sci. Soc. Am. J. , vol.65 , pp. 869-878
    • Triantafilis, J.1    Odeh, I.O.A.2    McBratney, A.B.3
  • 36
    • 0342699810 scopus 로고    scopus 로고
    • A comparison of soil maps, kriging and a combined method for spatially predicting bulk density and field capacity of ferralsols in the Havana-Matanzas Plain
    • Utset, A., T. López, and M. Díaz. 2000. A comparison of soil maps, kriging and a combined method for spatially predicting bulk density and field capacity of ferralsols in the Havana-Matanzas Plain. Geoderma 96:199-213.
    • (2000) Geoderma , vol.96 , pp. 199-213
    • Utset, A.1    López, T.2    Díaz, M.3
  • 37
    • 0030619751 scopus 로고    scopus 로고
    • Predicting soil properties over a region using sample information from a mapped reference area
    • Voltz, M., P. Lagacherie, and X. Louchart. 1997. Predicting soil properties over a region using sample information from a mapped reference area. Eur. J. Soil Sci. 48:19-30.
    • (1997) Eur. J. Soil Sci. , vol.48 , pp. 19-30
    • Voltz, M.1    Lagacherie, P.2    Louchart, X.3
  • 38
    • 0038056155 scopus 로고    scopus 로고
    • Improved prediction and mapping of soil copper by kriging with auxiliary data for cation-exchange capacity
    • Wu, J., W.A. Norvell, D.G. Hopkins, D.B. Smith, M.G. Ulmer, and R.M. Welch. 2003. Improved prediction and mapping of soil copper by kriging with auxiliary data for cation-exchange capacity. Soil Sci. Soc. Am. J. 67:919-927.
    • (2003) Soil Sci. Soc. Am. J. , vol.67 , pp. 919-927
    • Wu, J.1    Norvell, W.A.2    Hopkins, D.G.3    Smith, D.B.4    Ulmer, M.G.5    Welch, R.M.6
  • 39
    • 0442330027 scopus 로고    scopus 로고
    • Combined mapping of soil properties using a multi-scale tree-structured spatial model
    • Zhu, J., C.L.S. Morgan, J.M. Norman, W. Yue, and B. Lowery. 2004. Combined mapping of soil properties using a multi-scale tree-structured spatial model. Geoderma 118:321-334.
    • (2004) Geoderma , vol.118 , pp. 321-334
    • Zhu, J.1    Morgan, C.L.S.2    Norman, J.M.3    Yue, W.4    Lowery, B.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.