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Volumn 136, Issue 1-2, 2006, Pages 272-278

Spectral soil analysis and inference systems: A powerful combination for solving the soil data crisis

Author keywords

Diffuse reflectance spectroscopy; Inference system; Partial least squares; Pedotransfer functions; Soil information; Soil sensor

Indexed keywords

DATA REDUCTION; ENVIRONMENTAL IMPACT; GEOMORPHOLOGY; LEAST SQUARES APPROXIMATIONS; MATHEMATICAL MODELS; REGRESSION ANALYSIS; STATISTICAL METHODS;

EID: 33750952149     PISSN: 00167061     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.geoderma.2006.03.051     Document Type: Article
Times cited : (168)

References (26)
  • 1
    • 0000344996 scopus 로고
    • Using soil survey data for quantitative land evaluation
    • Bouma J. Using soil survey data for quantitative land evaluation. Advances in Soil Science 9 (1989) 177-213
    • (1989) Advances in Soil Science , vol.9 , pp. 177-213
    • Bouma, J.1
  • 2
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • Breiman L. Bagging predictors. Machine Learning 24 (1996) 123-140
    • (1996) Machine Learning , vol.24 , pp. 123-140
    • Breiman, L.1
  • 3
    • 33750960646 scopus 로고    scopus 로고
    • Brown, D.J., Shepherd, K.D., Walsh, M.G., Mays, M.D., Reinsch, T.G., in press. Global soil characterization with VNIR diffuse reflectance spectroscopy. Geoderma.
  • 4
    • 0035042039 scopus 로고    scopus 로고
    • Near-infrared reflectance spectroscopy-principal components regression analyses of soil properties
    • Chang C.W., Laird D.A., Mausbach M.J., and Hurburgh C.R. Near-infrared reflectance spectroscopy-principal components regression analyses of soil properties. Soil Science Society of America Journal 65 (2001) 480-490
    • (2001) Soil Science Society of America Journal , vol.65 , pp. 480-490
    • Chang, C.W.1    Laird, D.A.2    Mausbach, M.J.3    Hurburgh, C.R.4
  • 5
    • 0037281699 scopus 로고    scopus 로고
    • Artificial neural network analysis of laboratory and in situ spectra for the estimation of macronutrients in soils of Lop Buri (Thailand)
    • Daniel K.W., Tripathi N.K., and Honda K. Artificial neural network analysis of laboratory and in situ spectra for the estimation of macronutrients in soils of Lop Buri (Thailand). Australian Journal of Soil Research 41 (2003) 47-59
    • (2003) Australian Journal of Soil Research , vol.41 , pp. 47-59
    • Daniel, K.W.1    Tripathi, N.K.2    Honda, K.3
  • 9
    • 23744432884 scopus 로고    scopus 로고
    • Rapid estimation of soil variability from the convex hull biplot area of topsoil ultra-violet, visible and near-infrared diffuse reflectance spectra
    • Islam K., McBratney A.B., and Singh B. Rapid estimation of soil variability from the convex hull biplot area of topsoil ultra-violet, visible and near-infrared diffuse reflectance spectra. Geoderma 128 (2005) 249-257
    • (2005) Geoderma , vol.128 , pp. 249-257
    • Islam, K.1    McBratney, A.B.2    Singh, B.3
  • 10
    • 0029502846 scopus 로고
    • Characterization and analysis of soils using mid-infrared partial least squares: II. Correlations with some laboratory data
    • Janik L., and Skjemstad J.O. Characterization and analysis of soils using mid-infrared partial least squares: II. Correlations with some laboratory data. Australian Journal of Soil Research 33 (1995) 637-650
    • (1995) Australian Journal of Soil Research , vol.33 , pp. 637-650
    • Janik, L.1    Skjemstad, J.O.2
  • 11
    • 0029501283 scopus 로고
    • Characterization and analysis of soils using mid-infrared partial least squares: I. Correlations with XRF-determined major element composition
    • Janik LJ., Skjemstad J.O., and Raven M.D. Characterization and analysis of soils using mid-infrared partial least squares: I. Correlations with XRF-determined major element composition. Australian Journal of Soil Research 33 (1995) 621-636
    • (1995) Australian Journal of Soil Research , vol.33 , pp. 621-636
    • Janik, LJ.1    Skjemstad, J.O.2    Raven, M.D.3
  • 15
    • 0030789385 scopus 로고    scopus 로고
    • Improving the field estimation of saturated hydraulic conductivity in soil survey
    • McKenzie N.J., and Jacquier D.W. Improving the field estimation of saturated hydraulic conductivity in soil survey. Australian Journal of Soil Research 35 (1997) 803-825
    • (1997) Australian Journal of Soil Research , vol.35 , pp. 803-825
    • McKenzie, N.J.1    Jacquier, D.W.2
  • 16
    • 0033926219 scopus 로고    scopus 로고
    • Hydraulic conductivity pedotransfer functions for Australian soil
    • Minasny B., and McBratney A.B. Hydraulic conductivity pedotransfer functions for Australian soil. Australian Journal of Soil Research 38 (2000) 905-926
    • (2000) Australian Journal of Soil Research , vol.38 , pp. 905-926
    • Minasny, B.1    McBratney, A.B.2
  • 17
    • 0036235524 scopus 로고    scopus 로고
    • The efficiency of various approaches to obtaining estimates of soil hydraulic properties
    • Minasny B., and McBratney A.B. The efficiency of various approaches to obtaining estimates of soil hydraulic properties. Geoderma 107 (2002) 55-70
    • (2002) Geoderma , vol.107 , pp. 55-70
    • Minasny, B.1    McBratney, A.B.2
  • 18
    • 0036124445 scopus 로고    scopus 로고
    • The neuro-m method for fitting neural network parametric pedotransfer functions
    • Minasny B., and McBratney A.B. The neuro-m method for fitting neural network parametric pedotransfer functions. Soil Science Society of America Journal 66 (2002) 352-361
    • (2002) Soil Science Society of America Journal , vol.66 , pp. 352-361
    • Minasny, B.1    McBratney, A.B.2
  • 19
    • 0037626435 scopus 로고    scopus 로고
    • Comparison of methods for estimating maximum soil water content for optimum workability
    • Mueller L., Schindler U., Fausey N.R., and Lal R. Comparison of methods for estimating maximum soil water content for optimum workability. Soil and Tillage Research 72 (2003) 9-20
    • (2003) Soil and Tillage Research , vol.72 , pp. 9-20
    • Mueller, L.1    Schindler, U.2    Fausey, N.R.3    Lal, R.4
  • 20
    • 0030775676 scopus 로고    scopus 로고
    • Evidence of accelerated soil acidification under Stylosanthes-dominated pastures
    • Noble A.D., Cannon M., and Muller D. Evidence of accelerated soil acidification under Stylosanthes-dominated pastures. Australian Journal of Soil Research 35 (1997) 1309-1322
    • (1997) Australian Journal of Soil Research , vol.35 , pp. 1309-1322
    • Noble, A.D.1    Cannon, M.2    Muller, D.3
  • 22
    • 30344447574 scopus 로고    scopus 로고
    • A new approach to calculate the particle density of soils considering properties of the soil organic matter and the mineral matrix
    • Rühlmann J., Körschens M., and Graefe J. A new approach to calculate the particle density of soils considering properties of the soil organic matter and the mineral matrix. Geoderma 130 (2006) 272-283
    • (2006) Geoderma , vol.130 , pp. 272-283
    • Rühlmann, J.1    Körschens, M.2    Graefe, J.3
  • 23
    • 18044385415 scopus 로고    scopus 로고
    • Variation in penetrometer resistance with soil properties: the contribution of effective stress and implications for pedotransfer functions
    • To J., and Kay B.D. Variation in penetrometer resistance with soil properties: the contribution of effective stress and implications for pedotransfer functions. Geoderma 126 (2005) 261-276
    • (2005) Geoderma , vol.126 , pp. 261-276
    • To, J.1    Kay, B.D.2
  • 24
    • 31944445266 scopus 로고    scopus 로고
    • Visible, near-infrared, mid-infrared or combined diffuse reflectance spectroscopy for simultaneous assessment of various soil properties
    • Viscarra Rossel R.A., Walvoort D.J.J., McBratney A.B., Janik L.J., and Skjemstad J.O. Visible, near-infrared, mid-infrared or combined diffuse reflectance spectroscopy for simultaneous assessment of various soil properties. Geoderma 131 (2006) 59-75
    • (2006) Geoderma , vol.131 , pp. 59-75
    • Viscarra Rossel, R.A.1    Walvoort, D.J.J.2    McBratney, A.B.3    Janik, L.J.4    Skjemstad, J.O.5
  • 25
    • 84929047274 scopus 로고
    • An examination of the Degtjareff method for determining soil organic matter and a proposed modification of the chromic acid titration method
    • Walkley A., and Black I.A. An examination of the Degtjareff method for determining soil organic matter and a proposed modification of the chromic acid titration method. Soil Science 37 (1934) 29-38
    • (1934) Soil Science , vol.37 , pp. 29-38
    • Walkley, A.1    Black, I.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.