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Volumn 73, Issue 4, 2009, Pages 1202-1208

Spatial prediction of soil organic matter content using cokriging with remotely sensed data

Author keywords

[No Author keywords available]

Indexed keywords

AGRICULTURAL PRODUCTION SYSTEM; AUXILIARY DATA; AUXILIARY VARIABLES; CO-KRIGING; CORRELATION ANALYSIS; CROSS VALIDATION; DESCRIPTIVE STATISTICS; DIGITAL NUMBERS; ENHANCED THEMATIC MAPPERS; KRIGING; LANDSAT ETM; LINEAR RELATIONSHIPS; NUTRIENT BUDGETS; PADDY FIELDS; REMOTELY SENSED DATA; SOIL ORGANIC MATTER CONTENTS; SOIL PROPERTY; SOIL SAMPLE; SPATIAL DEPENDENCE; SPATIAL ESTIMATION; SPATIAL PREDICTION; STANDARD DEVIATION; STUDY AREAS; ZHEJIANG PROVINCE;

EID: 68249091610     PISSN: 03615995     EISSN: None     Source Type: Journal    
DOI: 10.2136/sssaj2008.0045     Document Type: Article
Times cited : (86)

References (49)
  • 1
    • 0025585337 scopus 로고
    • Soil property relationships with SPOT satellite digital data in east central Illinois
    • Agbu, P.A., D.J. Fehrenbacher, and I.J. Janscn. 1990. Soil property relationships with SPOT satellite digital data in east central Illinois. Soil Sci. Soc. Am. J. 54:807-812.
    • (1990) Soil Sci. Soc. Am. J , vol.54 , pp. 807-812
    • Agbu, P.A.1    Fehrenbacher, D.J.2    Janscn, I.J.3
  • 2
    • 84933470777 scopus 로고
    • Relating organic matter and clay content to the multispectral radiance of soils
    • Al-Abbas, A.H., P.H. Swain, and M.F. Baumgardner. 1972. Relating organic matter and clay content to the multispectral radiance of soils. Soil Sci. 114:477-485.
    • (1972) Soil Sci , vol.114 , pp. 477-485
    • Al-Abbas, A.H.1    Swain, P.H.2    Baumgardner, M.F.3
  • 3
    • 0028667379 scopus 로고
    • Visible and near-infrared (0.4-1.1 urn) analysis of arid and semiarid soils
    • Ben-Dor, E., and A. Banin. 1994. Visible and near-infrared (0.4-1.1 urn) analysis of arid and semiarid soils. Remote Sens. Environ. 48:261-274.
    • (1994) Remote Sens. Environ , vol.48 , pp. 261-274
    • Ben-Dor, E.1    Banin, A.2
  • 4
    • 0029500505 scopus 로고
    • Near-infrared analysis as a rapid method to simultaneously evaluate several soil properties
    • Ben-Dor, E., and A. Banin. 1995. Near-infrared analysis as a rapid method to simultaneously evaluate several soil properties. Soil Sci. Soc. Am. J. 59:364-372.
    • (1995) Soil Sci. Soc. Am. J , vol.59 , pp. 364-372
    • Ben-Dor, E.1    Banin, A.2
  • 6
    • 0026309988 scopus 로고
    • Estimation of soil properties and wheat yields on complex eroded hills using geostatistics and thematic mapper images
    • Bhatti, A.U., D.J. Mulla, and B.E. Frazier. 1991. Estimation of soil properties and wheat yields on complex eroded hills using geostatistics and thematic mapper images. Remote Sens. Environ. 37:181-191.
    • (1991) Remote Sens. Environ , vol.37 , pp. 181-191
    • Bhatti, A.U.1    Mulla, D.J.2    Frazier, B.E.3
  • 7
    • 11144290049 scopus 로고    scopus 로고
    • Mechanisms of carbon sequestration in soil aggregates
    • Blanco-Canqui, H., and R. Lai. 2004. Mechanisms of carbon sequestration in soil aggregates. Crit. Rev. Plant Sci. 23:481-504.
    • (2004) Crit. Rev. Plant Sci , vol.23 , pp. 481-504
    • Blanco-Canqui, H.1    Lai, R.2
  • 9
    • 0030440558 scopus 로고
    • Soil spatial variability in steeply sloping acid soil environment
    • Boyer, D.G., R.J. Wright, CM. Feldhake, and D.P. Bligh. 1991. Soil spatial variability in steeply sloping acid soil environment. Soil Sci. 161:278-287.
    • (1991) Soil Sci , vol.161 , pp. 278-287
    • Boyer, D.G.1    Wright, R.J.2    Feldhake, C.M.3    Bligh, D.P.4
  • 10
    • 0018921952 scopus 로고
    • Optimal interpolation and isarithmic mapping of soil properties. I. The semivariogram and punctual kriging
    • Burgess, T.M., and R. Webster. 1980. Optimal interpolation and isarithmic mapping of soil properties. I. The semivariogram and punctual kriging. J. Soil Sci. 31:3 15-331.
    • (1980) J. Soil Sci , vol.31 , Issue.3 , pp. 15-331
    • Burgess, T.M.1    Webster, R.2
  • 11
    • 0028165567 scopus 로고
    • Spatial analysis of soil fertility for site-specific crop management
    • Cahn, M.D., J.W. Hummel, and B.H. Brouer. 1994. Spatial analysis of soil fertility for site-specific crop management. Soil Sci. Soc. Am. J. 58:1240-1248.
    • (1994) Soil Sci. Soc. Am. J , vol.58 , pp. 1240-1248
    • Cahn, M.D.1    Hummel, J.W.2    Brouer, B.H.3
  • 12
    • 0031720464 scopus 로고    scopus 로고
    • Chang, Y.H., M.D. Scrimshaw, R.H.C. Emmerson, and J.N. Lester. 1998. Geostatistical analysis of sampling uncertainty at the Tollesbury managed retreat site in Blackwater Estuary, Essex, UK: Kriging and cokriging approach to minimise sampling density. Sci. Total Environ. 221:43-57.
    • Chang, Y.H., M.D. Scrimshaw, R.H.C. Emmerson, and J.N. Lester. 1998. Geostatistical analysis of sampling uncertainty at the Tollesbury managed retreat site in Blackwater Estuary, Essex, UK: Kriging and cokriging approach to minimise sampling density. Sci. Total Environ. 221:43-57.
  • 13
    • 0032052421 scopus 로고    scopus 로고
    • Satellite-sensed distribution and spatial patterns of vegetation parameters over a tallgrass prairie
    • Chen, D., and W. Brursaert. 1998. Satellite-sensed distribution and spatial patterns of vegetation parameters over a tallgrass prairie. J. Atmos. Sci. 55:1225-1238.
    • (1998) J. Atmos. Sci , vol.55 , pp. 1225-1238
    • Chen, D.1    Brursaert, W.2
  • 14
    • 0034164047 scopus 로고    scopus 로고
    • Field-scale mapping of surface soil organic carbon using remotelv sensed imagery
    • Chen, F., D.E. Kissel, L.T. West, and W. Adkins. 2000. Field-scale mapping of surface soil organic carbon using remotelv sensed imagery. Soil Sci. Soc. Am. J. 64:746-753.
    • (2000) Soil Sci. Soc. Am. J , vol.64 , pp. 746-753
    • Chen, F.1    Kissel, D.E.2    West, L.T.3    Adkins, W.4
  • 15
    • 38349145603 scopus 로고    scopus 로고
    • Mapping soil organic carbon concentration for multiple fields with image similarity analysis
    • Chen, R, D.E. Kissel, L.T. West, W Adkins, D. Rickman, and J.C. Luvall. 2008. Mapping soil organic carbon concentration for multiple fields with image similarity analysis. Soil Sci. Soc. Am. J. 72:186-193.
    • (2008) Soil Sci. Soc. Am. J , vol.72 , pp. 186-193
    • Chen, R.1    Kissel, D.E.2    West, L.T.3    Adkins, W.4    Rickman, D.5    Luvall, J.C.6
  • 17
    • 0031441366 scopus 로고    scopus 로고
    • Geostatistical analysis of soil properties of mid-west Taiwan soils
    • Chien, Y.L., D.Y. Lee, H.Y. Guo, and K.H. Houng. 1997. Geostatistical analysis of soil properties of mid-west Taiwan soils. Soil Sci. 162:291-297.
    • (1997) Soil Sci , vol.162 , pp. 291-297
    • Chien, Y.L.1    Lee, D.Y.2    Guo, H.Y.3    Houng, K.H.4
  • 18
    • 0026267625 scopus 로고
    • Spectral band selection for quantifying selected properties in highly weathered soils
    • Coleman, T.L., RA. Agbu, O.L. Montgomery, T. Gao, and S. Prasad. 1991. Spectral band selection for quantifying selected properties in highly weathered soils. Soil Sci. 151:355-361.
    • (1991) Soil Sci , vol.151 , pp. 355-361
    • Coleman, T.L.1    Agbu, R.A.2    Montgomery, O.L.3    Gao, T.4    Prasad, S.5
  • 19
    • 68249103524 scopus 로고    scopus 로고
    • Cressie, N.A.C. 1993. Statistics for spatial data. John Wilev & Sons, New York. Csillag, R, L. Paszror, and L.L. Biehl. 1993. Spectral band selection for the characterization of salinity status of soils. Remote Sens. Environ. 43:231-242.
    • Cressie, N.A.C. 1993. Statistics for spatial data. John Wilev & Sons, New York. Csillag, R, L. Paszror, and L.L. Biehl. 1993. Spectral band selection for the characterization of salinity status of soils. Remote Sens. Environ. 43:231-242.
  • 21
    • 0022928032 scopus 로고
    • Simultaneous determination of moisture, organic carbon, and total nitrogen by near infrared reflectance spectroscopy
    • Dalai, R.C., and R.J. Henry. 1986. Simultaneous determination of moisture, organic carbon, and total nitrogen by near infrared reflectance spectroscopy. Soil Sci. Soc. Am. J. 50:120-123.
    • (1986) Soil Sci. Soc. Am. J , vol.50 , pp. 120-123
    • Dalai, R.C.1    Henry, R.J.2
  • 22
    • 0344167356 scopus 로고
    • Uses and abuses of cross-validation in geostatistics
    • Davis, B.M. 1987. Uses and abuses of cross-validation in geostatistics. Math. Geol. 19:241-248.
    • (1987) Math. Geol , vol.19 , pp. 241-248
    • Davis, B.M.1
  • 23
    • 0003688592 scopus 로고    scopus 로고
    • and, ed, Better methods for risk assessment. p, Scientific Basis. LQM Press, Nottingham
    • Ferguson, C.C., D. Darmendrail, K. Freier, B.K. Jensen, J. Jensen, H. Kasamas, A. Urzelai, and J. Vcgter (ed.). 1998. Better methods for risk assessment. p. 135-146. In Risk Assessment for Contaminated Sites in Europe, Vol.1. Scientific Basis. LQM Press, Nottingham.
    • (1998) Risk Assessment for Contaminated Sites in Europe , vol.1 , pp. 135-146
  • 24
    • 0024798891 scopus 로고
    • Remote sensing of soils in the Eastern Palouse region with Landsat thematic mapper
    • Frazier, B.E., and Y. Cheng. 1989. Remote sensing of soils in the Eastern Palouse region with Landsat thematic mapper. Remote Sens. Environ. 28:317-325.
    • (1989) Remote Sens. Environ , vol.28 , pp. 317-325
    • Frazier, B.E.1    Cheng, Y.2
  • 26
    • 0034930460 scopus 로고    scopus 로고
    • Soil moisture and organic matter prediction of surface and subsurface soils using an NIR soil sensor
    • Hummel, J.W., K.A. Sudduth, and S.E. Hollinger. 2001. Soil moisture and organic matter prediction of surface and subsurface soils using an NIR soil sensor. Comput. Electron. Agric. 32:149-165.
    • (2001) Comput. Electron. Agric , vol.32 , pp. 149-165
    • Hummel, J.W.1    Sudduth, K.A.2    Hollinger, S.E.3
  • 27
    • 0033586917 scopus 로고    scopus 로고
    • Use of disjunctive cokriging to estimate soil organic matter from Landsat Thematic Mapper image
    • Ishida, T., and H. Ando. 1999. Use of disjunctive cokriging to estimate soil organic matter from Landsat Thematic Mapper image. Int. J. Remote Sens. 20:1549-1565.
    • (1999) Int. J. Remote Sens , vol.20 , pp. 1549-1565
    • Ishida, T.1    Ando, H.2
  • 28
    • 84987590254 scopus 로고
    • Multivariate geostatistical analysis of ground-water contaminant: A case historv
    • Istok, J.D.,J.D. Smyth, and A.L. Flint. 1993. Multivariate geostatistical analysis of ground-water contaminant: A case historv. Ground Water 31:63-74.
    • (1993) Ground Water , vol.31 , pp. 63-74
    • Istok, J.D.1    Smyth, J.D.2    Flint, A.L.3
  • 29
    • 0038137299 scopus 로고    scopus 로고
    • Comparison of ordinary and lognormal kriging on skewed data of total cadmium in forest soils of Sweden
    • Kishne, A.S., E. Bringmark, L. Bringmark, and A. Alriksson. 2003. Comparison of ordinary and lognormal kriging on skewed data of total cadmium in forest soils of Sweden. Environ. Monit. Assess. 84:243-263.
    • (2003) Environ. Monit. Assess , vol.84 , pp. 243-263
    • Kishne, A.S.1    Bringmark, E.2    Bringmark, L.3    Alriksson, A.4
  • 30
    • 68249128595 scopus 로고    scopus 로고
    • Kongapai, P. 2007. Application of remote sensing and geographic information system for estimation of soil organic matter in Nakhon Pathom Province. M.S. Diss., Mahidol Univ., Nakhon Pathom, Thailand.
    • Kongapai, P. 2007. Application of remote sensing and geographic information system for estimation of soil organic matter in Nakhon Pathom Province. M.S. Diss., Mahidol Univ., Nakhon Pathom, Thailand.
  • 32
    • 0029751935 scopus 로고    scopus 로고
    • Multivariate geostatistical analysis of evapo-transpiration and precipitation in mountainous terrain
    • Martinez, C.A. 1996. Multivariate geostatistical analysis of evapo-transpiration and precipitation in mountainous terrain. J. Hydrol. 174:19-35.
    • (1996) J. Hydrol , vol.174 , pp. 19-35
    • Martinez, C.A.1
  • 34
    • 68249084947 scopus 로고    scopus 로고
    • Mulders, M.A. 1987. Remote sensing in soil science. Elsevier Science Publications, Amsterdam. Mvers, J.C. 1997.Geostatistical error management. Van Nostrand Reinhold, New York.
    • Mulders, M.A. 1987. Remote sensing in soil science. Elsevier Science Publications, Amsterdam. Mvers, J.C. 1997.Geostatistical error management. Van Nostrand Reinhold, New York.
  • 35
    • 0029542857 scopus 로고
    • Further results on prediction from terrain attributes: Heterotopic cokriging and regression-kriging
    • Odeh, I.O.A., A.B. McBratney, and D.J. Chittleborough. 1995. Further results on prediction from terrain attributes: Heterotopic cokriging and regression-kriging. Geoderma 67:215-236.
    • (1995) Geoderma , vol.67 , pp. 215-236
    • Odeh, I.O.A.1    McBratney, A.B.2    Chittleborough, D.J.3
  • 36
    • 68249083666 scopus 로고    scopus 로고
    • Olea, R.A. 1999. Geostatistics for engineers and earth scientists, p. 24-25, 303. Kluwer Academic Publishers, New York.
    • Olea, R.A. 1999. Geostatistics for engineers and earth scientists, p. 24-25, 303. Kluwer Academic Publishers, New York.
  • 37
    • 0027799367 scopus 로고
    • Significance of organic matter in determining soil colors
    • J.M. Bigham and E.J. Ciolkosz ed, SSSA, Madison, WI
    • Schulze, D.G., J.L. Nagcl, G.E. van Scoyoc, T.L. Henderson, M.F. Baumgardner, and D.E. Stott. 1993. Significance of organic matter in determining soil colors, p. 71-90. In J.M. Bigham and E.J. Ciolkosz (ed.) Soil color. SSSA, Madison, WI.
    • (1993) Soil color , pp. 71-90
    • Schulze, D.G.1    Nagcl, J.L.2    van Scoyoc, G.E.3    Henderson, T.L.4    Baumgardner, M.F.5    Stott, D.E.6
  • 38
    • 0025622473 scopus 로고
    • Spatial distribution of soil particle size and aggregate stability index in a clay soil
    • Shouse, P.J., T.J. Gerik, W.B. Russell, and D.K. Casscl. 1990. Spatial distribution of soil particle size and aggregate stability index in a clay soil. Soil Sci. 149:351-360.
    • (1990) Soil Sci , vol.149 , pp. 351-360
    • Shouse, P.J.1    Gerik, T.J.2    Russell, W.B.3    Casscl, D.K.4
  • 39
    • 0025918826 scopus 로고
    • Universal kriging and cokriging as regression procedure
    • Stein, A., and L.C.A. Corsten. 1991. Universal kriging and cokriging as regression procedure. Biometrics 47:575-587.
    • (1991) Biometrics , vol.47 , pp. 575-587
    • Stein, A.1    Corsten, L.C.A.2
  • 40
    • 0024163211 scopus 로고    scopus 로고
    • Stein, A., W. van Doorcmolen.J. Bouma, and A.K. Bregt. 1988. Cokriging point data on moisture deficit. Soil Sci. Soc. Am. J. 52:1418-1423.
    • Stein, A., W. van Doorcmolen.J. Bouma, and A.K. Bregt. 1988. Cokriging point data on moisture deficit. Soil Sci. Soc. Am. J. 52:1418-1423.
  • 41
    • 85102914231 scopus 로고
    • Nitrogen in humic substances as related to soil fertility
    • P. Maccarthy et al, ed, ASA, Madison, WI
    • Stevenson, F.J., and X. He. 1990. Nitrogen in humic substances as related to soil fertility, p. 91-109. In P. Maccarthy et al. (ed.) Humic substances in soil and crop sciences: Selected readings. ASA, Madison, WI.
    • (1990) Humic substances in soil and crop sciences: Selected readings , pp. 91-109
    • Stevenson, F.J.1    He, X.2
  • 42
    • 0026194445 scopus 로고
    • Evaluation of reflectance methods for soil organic-matter sensing
    • Sudduth, K.A., and J.W. Hummel. 1991. Evaluation of reflectance methods for soil organic-matter sensing. Trans. ASAE 34:1900-1909.
    • (1991) Trans. ASAE , vol.34 , pp. 1900-1909
    • Sudduth, K.A.1    Hummel, J.W.2
  • 43
    • 33748694179 scopus 로고    scopus 로고
    • Using remote sensing data to evaluate surface soil properties in Alabama ultisols
    • Sullivan, D.G., J.N. Shaw, D. Rickman, P.L. Mask, and J.C. Luvall. 2005. Using remote sensing data to evaluate surface soil properties in Alabama ultisols. Soil Sci. 170:954-968.
    • (2005) Soil Sci , vol.170 , pp. 954-968
    • Sullivan, D.G.1    Shaw, J.N.2    Rickman, D.3    Mask, P.L.4    Luvall, J.C.5
  • 44
    • 0034977135 scopus 로고    scopus 로고
    • TriantafilisJ., I.O.A. Odeh, and A.B. McBratnev. 2001. Five geostatistical models to predict soil salinity from electromagnetic induction data across irrigated cotton. Soil Sci. Soc. Am. J. 65:869-878.
    • TriantafilisJ., I.O.A. Odeh, and A.B. McBratnev. 2001. Five geostatistical models to predict soil salinity from electromagnetic induction data across irrigated cotton. Soil Sci. Soc. Am. J. 65:869-878.
  • 45
    • 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
  • 46
    • 34249662110 scopus 로고    scopus 로고
    • Progress in soil organic matter research: Litter decomposition, modeling, monitoring and sequestration
    • Yadav, V., and G. Malanson. 2007. Progress in soil organic matter research: Litter decomposition, modeling, monitoring and sequestration. Prog. Phys. Geogr. 31:131-154.
    • (2007) Prog. Phys. Geogr , vol.31 , pp. 131-154
    • Yadav, V.1    Malanson, G.2
  • 47
    • 0023524182 scopus 로고
    • Estimating soil water content using cokriging
    • Yates, S.R., and A.W. Warrick. 1987. Estimating soil water content using cokriging. Soil Sci. Soc. Am. J. 51:23-30.
    • (1987) Soil Sci. Soc. Am. J , vol.51 , pp. 23-30
    • Yates, S.R.1    Warrick, A.W.2
  • 48
    • 0027069213 scopus 로고
    • Estimation of the spatial distribution of the soil chemicals using pseudo cross-variograms
    • Zhang, R., D.E. Myers, and A.W. Warrick. 1992. Estimation of the spatial distribution of the soil chemicals using pseudo cross-variograms. Soil Sci. Soc. Am. J. 56:1444-1452.
    • (1992) Soil Sci. Soc. Am. J , vol.56 , pp. 1444-1452
    • Zhang, R.1    Myers, D.E.2    Warrick, A.W.3
  • 49
    • 0030609402 scopus 로고    scopus 로고
    • Use of pseudo-crossvariograms and cokriging to improve estimates of soil solute concentrations
    • Zhang, R., P. Shouse, and S. Yates. 1997. Use of pseudo-crossvariograms and cokriging to improve estimates of soil solute concentrations. Soil Sci. Soc. Am.J.6l:1342-1347.
    • (1997) Soil Sci. Soc. Am.J , vol.6 l , pp. 1342-1347
    • Zhang, R.1    Shouse, P.2    Yates, S.3


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