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Volumn 2012, Issue , 2012, Pages

A Comparison of feature-based MLR and PLS regression techniques for the prediction of three soil constituents in a degraded South African Ecosystem

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EID: 84873862061     PISSN: 16877667     EISSN: 16877675     Source Type: Journal    
DOI: 10.1155/2012/971252     Document Type: Article
Times cited : (65)

References (51)
  • 1
    • 0842297310 scopus 로고    scopus 로고
    • Soil carbon sequestration to mitigate climate change
    • DOI 10.1016/j.geoderma.2004.01.032, PII S0016706104000266
    • Lal R., Soil carbon sequestration to mitigate climate change. Geoderma 2004 123 1-2 1 22 2-s2.0-0842297310 10.1016/j.geoderma.2004.01.032 (Pubitemid 39351354)
    • (2004) Geoderma , vol.123 , Issue.1-2 , pp. 1-22
    • Lal, R.1
  • 2
    • 31944445266 scopus 로고    scopus 로고
    • Visible, near infrared, mid infrared or combined diffuse reflectance spectroscopy for simultaneous assessment of various soil properties
    • DOI 10.1016/j.geoderma.2005.03.007, PII S0016706105000728
    • Rossel R. A. Viscarra, Walvoort D. J. J., McBratney A. B., Janik L. J., Skjemstad J. O., Visible, near infrared, mid infrared or combined diffuse reflectance spectroscopy for simultaneous assessment of various soil properties. Geoderma 2006 131 1-2 59 75 2-s2.0-31944445266 10.1016/j.geoderma.2005.03.007 (Pubitemid 43185994)
    • (2006) Geoderma , vol.131 , Issue.1-2 , 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
  • 4
    • 43649091529 scopus 로고    scopus 로고
    • Spectral reflectance based indices for soil organic carbon quantification
    • 2-s2.0-43649091529 10.1016/j.geoderma.2008.01.010
    • Bartholomeus H. M., Schaepman M. E., Kooistra L., Stevens A., Hoogmoed W. B., Spaargaren O. S. P., Spectral reflectance based indices for soil organic carbon quantification. Geoderma 2008 145 1-2 28 36 2-s2.0-43649091529 10.1016/j.geoderma.2008.01.010
    • (2008) Geoderma , vol.145 , Issue.1-2 , pp. 28-36
    • Bartholomeus, H.M.1    Schaepman, M.E.2    Kooistra, L.3    Stevens, A.4    Hoogmoed, W.B.5    Spaargaren, O.S.P.6
  • 5
    • 0031177876 scopus 로고    scopus 로고
    • The reflectance spectra of organic matter in the visible near-infrared and short wave infrared region (400-2500 nm) during a controlled decomposition process
    • DOI 10.1016/S0034-4257(96)00120-4, PII S0034425796001204
    • Ben-Dor E., Inbar Y., Chen Y., The reflectance spectra of organic matter in the visible near-infrared and short wave infrared region (400-2500 nm) during a controlled decomposition process. Remote Sensing of Environment 1997 61 1 1 15 2-s2.0-0031177876 10.1016/S0034-4257(96)00120-4 (Pubitemid 28080235)
    • (1997) Remote Sensing of Environment , vol.61 , Issue.1 , pp. 1-15
    • Ben-Dor, E.1    Inbar, Y.2    Chen, Y.3
  • 6
    • 0034476912 scopus 로고    scopus 로고
    • Mapping complex patterns of erosion and stability in dry mediterranean ecosystems
    • DOI 10.1016/S0034-4257(00)00146-2, PII S0034425700001462
    • Hill J., Schütt B., Mapping complex patterns of erosion and stability in dry mediterranean ecosystems. Remote Sensing of Environment 2000 74 3 557 569 2-s2.0-0034476912 10.1016/S0034-4257(00)00146-2 (Pubitemid 32139657)
    • (2000) Remote Sensing of Environment , vol.74 , Issue.3 , pp. 557-569
    • Hill, J.1    Schutt, B.2
  • 7
    • 77953621099 scopus 로고    scopus 로고
    • Using data mining to model and interpret soil diffuse reflectance spectra
    • 2-s2.0-77953621099 10.1016/j.geoderma.2009.12.025
    • Rossel R. A. Viscarra, Behrens T., Using data mining to model and interpret soil diffuse reflectance spectra. Geoderma 2010 158 1-2 46 54 2-s2.0-77953621099 10.1016/j.geoderma.2009.12.025
    • (2010) Geoderma , vol.158 , Issue.1-2 , pp. 46-54
    • Rossel, R.A.V.1    Behrens, T.2
  • 8
    • 0028667379 scopus 로고
    • Visible and near-infrared (0.4-1.1 m) analysis of arid and semiarid soils
    • 2-s2.0-0028667379
    • Ben-Dor E., Banin A., Visible and near-infrared (0.4-1.1 m) analysis of arid and semiarid soils. Remote Sensing of Environment 1994 48 3 261 274 2-s2.0-0028667379
    • (1994) Remote Sensing of Environment , vol.48 , Issue.3 , pp. 261-274
    • Ben-Dor, E.1    Banin, A.2
  • 9
    • 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., Hurburgh C. R., Near-infrared reflectance spectroscopy-principal components regression analyses of soil properties. Soil Science Society of America Journal 2001 65 2 480 490 2-s2.0-0035042039 (Pubitemid 32378932)
    • (2001) Soil Science Society of America Journal , vol.65 , Issue.2 , pp. 480-490
    • Chang, C.-W.1    Laird, D.A.2    Mausbach, M.J.3    Hurburgh Jr., C.R.4
  • 10
    • 0032131988 scopus 로고    scopus 로고
    • Remote sensing of soil properties in the Santa Monica Mountains I. Spectral analysis
    • DOI 10.1016/S0034-4257(98)00024-8, PII S0034425798000248
    • Palacios-Orueta A., Ustin S. L., Remote sensing of soil properties in the Santa Monica Mountains I. Spectral analysis. Remote Sensing of Environment 1998 65 2 170 183 2-s2.0-0032131988 10.1016/S0034-4257(98)00024-8 (Pubitemid 29358247)
    • (1998) Remote Sensing of Environment , vol.65 , Issue.2 , pp. 170-183
    • Palacios-Orueta, A.1    Ustin, S.L.2
  • 11
    • 0029500505 scopus 로고
    • Near-infrared analysis as a rapid method to simultaneously evaluate several soil properties
    • Ben-Dor E., Banin A., Near-infrared analysis as a rapid method to simultaneously evaluate several soil properties. Soil Science Society of America Journal 1995 59 2 364 372 2-s2.0-0029500505 (Pubitemid 26438883)
    • (1995) Soil Science Society of America Journal , vol.59 , Issue.2 , pp. 364-372
    • Ben-Dor, E.1    Banin, A.2
  • 12
    • 33947411704 scopus 로고    scopus 로고
    • In situ characterization of soil clay content with visible near-infrared diffuse reflectance spectroscopy
    • DOI 10.2136/sssaj2006.0211
    • Waiser T. H., Morgan C. L. S., Brown D. J., Hallmark C. T., In situ characterization of soil clay content with visible near-infrared diffuse reflectance spectroscopy. Soil Science Society of America Journal 2007 71 2 389 396 2-s2.0-33947411704 10.2136/sssaj2006.0211 (Pubitemid 46449493)
    • (2007) Soil Science Society of America Journal , vol.71 , Issue.2 , pp. 389-396
    • Waiser, T.H.1    Morgan, C.L.S.2    Brown, D.J.3    Hallmark, C.T.4
  • 14
    • 49549111126 scopus 로고    scopus 로고
    • Soil organic carbon prediction by hyperspectral remote sensing and field vis-NIR spectroscopy: An Australian case study
    • 2-s2.0-49549111126 10.1016/j.geoderma.2008.06.011
    • Gomez C., Viscarra Rossel R. A., McBratney A. B., Soil organic carbon prediction by hyperspectral remote sensing and field vis-NIR spectroscopy: an Australian case study. Geoderma 2008 146 3-4 403 411 2-s2.0-49549111126 10.1016/j.geoderma.2008.06.011
    • (2008) Geoderma , vol.146 , Issue.3-4 , pp. 403-411
    • Gomez, C.1    Viscarra Rossel, R.A.2    McBratney, A.B.3
  • 15
    • 39549105811 scopus 로고    scopus 로고
    • Laboratory, field and airborne spectroscopy for monitoring organic carbon content in agricultural soils
    • 2-s2.0-39549105811 10.1016/j.geoderma.2007.12.009
    • Stevens A., van Wesemael B., Bartholomeus H., Rosillon D., Tychon B., Ben-Dor E., Laboratory, field and airborne spectroscopy for monitoring organic carbon content in agricultural soils. Geoderma 2008 144 1-2 395 404 2-s2.0-39549105811 10.1016/j.geoderma.2007.12.009
    • (2008) Geoderma , vol.144 , Issue.1-2 , pp. 395-404
    • Stevens, A.1    Van Wesemael, B.2    Bartholomeus, H.3    Rosillon, D.4    Tychon, B.5    Ben-Dor, E.6
  • 16
    • 0038027191 scopus 로고    scopus 로고
    • Quantitative analysis of soil chemical properties with diffuse reflectance spectrometry and partial least-square regression: A feasibility study
    • DOI 10.1023/A:1023008322682
    • Udelhoven T., Emmerling C., Jarmer T., Quantitative analysis of soil chemical properties with diffuse reflectance spectrometry and partial least-square regression: a feasibility study. Plant and Soil 2003 251 2 319 329 2-s2.0-0038027191 10.1023/A:1023008322682 (Pubitemid 36580034)
    • (2003) Plant and Soil , vol.251 , Issue.2 , pp. 319-329
    • Udelhoven, T.1    Emmerling, C.2    Jarmer, T.3
  • 17
    • 79952959031 scopus 로고    scopus 로고
    • The use of remote sensing in soil and terrain mapping-a review
    • 2-s2.0-79952959031 10.1016/j.geoderma.2010.12.018
    • Mulder V. L., de Bruin S., Schaepman M. E., Mayr T. R., The use of remote sensing in soil and terrain mapping-a review. Geoderma 2011 162 1-2 1 19 2-s2.0-79952959031 10.1016/j.geoderma.2010.12.018
    • (2011) Geoderma , vol.162 , Issue.1-2 , pp. 1-19
    • Mulder, V.L.1    De Bruin, S.2    Schaepman, M.E.3    Mayr, T.R.4
  • 18
    • 33751040555 scopus 로고    scopus 로고
    • High resolution topsoil mapping using hyperspectral image and field data in multivariate regression modeling procedures
    • DOI 10.1016/j.geoderma.2006.03.050, PII S0016706106001030
    • Selige T., Böhner J., Schmidhalter U., High resolution topsoil mapping using hyperspectral image and field data in multivariate regression modeling procedures. Geoderma 2006 136 1-2 235 244 2-s2.0-33751040555 10.1016/j.geoderma.2006.03.050 (Pubitemid 44755379)
    • (2006) Geoderma , vol.136 , Issue.1-2 , pp. 235-244
    • Selige, T.1    Bohner, J.2    Schmidhalter, U.3
  • 19
    • 77953609554 scopus 로고    scopus 로고
    • Measuring soil organic carbon in croplands at regional scale using airborne imaging spectroscopy
    • 2-s2.0-77953609554 10.1016/j.geoderma.2009.11.032
    • Stevens A., Udelhoven T., Denis A., Tychon B., Lioy R., Hoffmann L., van Wesemael B., Measuring soil organic carbon in croplands at regional scale using airborne imaging spectroscopy. Geoderma 2010 158 1-2 32 45 2-s2.0-77953609554 10.1016/j.geoderma.2009.11.032
    • (2010) Geoderma , vol.158 , Issue.1-2 , pp. 32-45
    • Stevens, A.1    Udelhoven, T.2    Denis, A.3    Tychon, B.4    Lioy, R.5    Hoffmann, L.6    Van Wesemael, B.7
  • 20
    • 60549095930 scopus 로고    scopus 로고
    • Free iron oxide determination in mediterranean soils using diffuse reflectance spectroscopy
    • 2-s2.0-60549095930 10.2136/sssaj2008.0025
    • Richter N., Jarmer T., Chabrillat S., Oyonarte C., Hostert P., Kaufmann H., Free iron oxide determination in mediterranean soils using diffuse reflectance spectroscopy. Soil Science Society of America Journal 2009 73 1 72 81 2-s2.0-60549095930 10.2136/sssaj2008.0025
    • (2009) Soil Science Society of America Journal , vol.73 , Issue.1 , pp. 72-81
    • Richter, N.1    Jarmer, T.2    Chabrillat, S.3    Oyonarte, C.4    Hostert, P.5    Kaufmann, H.6
  • 21
    • 31944442340 scopus 로고    scopus 로고
    • Quantitative mapping of the soil rubification process on sand dunes using an airborne hyperspectral sensor
    • DOI 10.1016/j.geoderma.2005.02.011, PII S0016706105000662
    • Ben-Dor E., Levin N., Singer A., Karnieli A., Braun O., Kidron G. J., Quantitative mapping of the soil rubification process on sand dunes using an airborne hyperspectral sensor. Geoderma 2006 131 1-2 1 21 2-s2.0-31944442340 10.1016/j.geoderma.2005.02.011 (Pubitemid 43185993)
    • (2006) Geoderma , vol.131 , Issue.1-2 , pp. 1-21
    • Ben-Dor, E.1    Levin, N.2    Singer, A.3    Karnieli, A.4    Braun, O.5    Kidron, G.J.6
  • 22
    • 0036788020 scopus 로고    scopus 로고
    • Use of hyperspectral images in the identification and mapping of expansive clay soils and the role of spatial resolution
    • 2-s2.0-0036788020 10.1016/S0034-4257(02)00060-3
    • Chabrillat S., Goetz A. F. H., Krosley L., Olsen H. W., Use of hyperspectral images in the identification and mapping of expansive clay soils and the role of spatial resolution. Remote Sensing of Environment 2002 82 2-3 431 445 2-s2.0-0036788020 10.1016/S0034-4257(02)00060-3
    • (2002) Remote Sensing of Environment , vol.82 , Issue.2-3 , pp. 431-445
    • Chabrillat, S.1    Goetz, A.F.H.2    Krosley, L.3    Olsen, H.W.4
  • 23
    • 56249104807 scopus 로고    scopus 로고
    • Continuum removal versus PLSR method for clay and calcium carbonate content estimation from laboratory and airborne hyperspectral measurements
    • 2-s2.0-56249104807 10.1016/j.geoderma.2008.09.016
    • Gomez C., Lagacherie P., Coulouma G., Continuum removal versus PLSR method for clay and calcium carbonate content estimation from laboratory and airborne hyperspectral measurements. Geoderma 2008 148 2 141 148 2-s2.0-56249104807 10.1016/j.geoderma.2008.09.016
    • (2008) Geoderma , vol.148 , Issue.2 , pp. 141-148
    • Gomez, C.1    Lagacherie, P.2    Coulouma, G.3
  • 24
    • 39749117390 scopus 로고    scopus 로고
    • Estimation of soil clay and calcium carbonate using laboratory, field and airborne hyperspectral measurements
    • DOI 10.1016/j.rse.2007.06.014, PII S003442570700291X
    • Lagacherie P., Baret F., Feret J. B., Madeira Netto J., Robbez-Masson J. M., Estimation of soil clay and calcium carbonate using laboratory, field and airborne hyperspectral measurements. Remote Sensing of Environment 2008 112 3 825 835 2-s2.0-39749117390 10.1016/j.rse.2007.06.014 (Pubitemid 351297848)
    • (2008) Remote Sensing of Environment , vol.112 , Issue.3 , pp. 825-835
    • Lagacherie, P.1    Baret, F.2    Feret, J.-B.3    Madeira Netto, J.4    Robbez-Masson, J.M.5
  • 25
    • 19344363091 scopus 로고    scopus 로고
    • Patterns and implications of transformation in semi-arid succulent thicket, South Africa
    • DOI 10.1016/j.jaridenv.2004.11.016, PII S0140196305000200
    • Lechmere-Oertel R. G., Kerley G. I. H., Cowling R. M., Patterns and implications of transformation in semi-arid succulent thicket, South Africa. Journal of Arid Environments 2005 62 3 459 474 2-s2.0-19344363091 10.1016/j.jaridenv.2004.11.016 (Pubitemid 40717576)
    • (2005) Journal of Arid Environments , vol.62 , Issue.3 , pp. 459-474
    • Lechmere-Oertel, R.G.1    Kerley, G.I.H.2    Cowling, R.M.3
  • 26
    • 28444431649 scopus 로고    scopus 로고
    • Patterns of transformation and degradation in the Thicket Biome, South Africa
    • Port Elizabeth, South Africa Terrestrial Ecology Research Unit, University of Port Elizabeth
    • Lloyd J. W., van den Berg E. C., Palmer A. R., Patterns of transformation and degradation in the Thicket Biome, South Africa. Report 2002 39 Port Elizabeth, South Africa Terrestrial Ecology Research Unit, University of Port Elizabeth
    • (2002) Report , Issue.39
    • Lloyd, J.W.1    Van Den Berg, E.C.2    Palmer, A.R.3
  • 27
    • 14744271783 scopus 로고    scopus 로고
    • Transformation of thicket to savanna reduces soil quality in the Eastern Cape, South Africa
    • DOI 10.1007/s11104-005-0534-2
    • Mills A. J., Fey M. V., Transformation of thicket to savanna reduces soil quality in the Eastern Cape, South Africa. Plant and Soil 2004 265 1-2 153 163 2-s2.0-14744271783 10.1007/s11104-005-0534-2 (Pubitemid 40323223)
    • (2004) Plant and Soil , vol.265 , Issue.1-2 , pp. 153-163
    • Mills, A.1    Fey, M.2
  • 29
    • 33646709385 scopus 로고    scopus 로고
    • Rate of carbon sequestration at two thicket restoration sites in the Eastern Cape, South Africa
    • DOI 10.1111/j.1526-100X.2006.00103.x
    • Mills A. J., Cowling R. M., Rate of carbon sequestration at two thicket restoration sites in the Eastern Cape, South Africa. Restoration Ecology 2006 14 1 38 49 2-s2.0-33646709385 10.1111/j.1526-100X.2006.00103.x (Pubitemid 43740785)
    • (2006) Restoration Ecology , vol.14 , Issue.1 , pp. 38-49
    • Mills, A.J.1    Cowling, R.M.2
  • 30
    • 84929047274 scopus 로고
    • An examination of the Degtjareff method for determining soil organic matter and a proposed modification of the chromic acid titration method
    • 10.1097/00010694-193401000-00003
    • Walkley A., 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 1934 37 29 37 10.1097/00010694-193401000-00003
    • (1934) Soil Science , vol.37 , pp. 29-37
    • Walkley, A.1    Black, I.A.2
  • 31
    • 0000922435 scopus 로고
    • Iron oxide removal from soils and clays by a dithionite-citrate system buffered with sodium bicarbonate
    • 10.1346/CCMN.1958.0070122
    • Mehra O., Jackson M., Iron oxide removal from soils and clays by a dithionite-citrate system buffered with sodium bicarbonate. Clays and Clay Minerals 1958 7 317 327 10.1346/CCMN.1958.0070122
    • (1958) Clays and Clay Minerals , vol.7 , pp. 317-327
    • Mehra, O.1    Jackson, M.2
  • 32
    • 85075752961 scopus 로고
    • Particle size analysis
    • 2nd Madison, Wis, USA American Society of Agronomy, Soil Science Society
    • Gee G. W., Bauder J. W., Klute A., Particle size analysis. Methods of Soil Analysis. Part 1 1986 2nd Madison, Wis, USA American Society of Agronomy, Soil Science Society 383 411
    • (1986) Methods of Soil Analysis. Part 1 , pp. 383-411
    • Gee, G.W.1    Bauder, J.W.2    Klute, A.3
  • 33
    • 0042553279 scopus 로고
    • Smoothing and differentiation of data by simplified least squares procedures
    • 2-s2.0-0042553279
    • Savitzky A., Golay M. J. E., Smoothing and differentiation of data by simplified least squares procedures. Analytical Chemistry 1964 36 8 1627 1639 2-s2.0-0042553279
    • (1964) Analytical Chemistry , vol.36 , Issue.8 , pp. 1627-1639
    • Savitzky, A.1    Golay, M.J.E.2
  • 34
    • 0002443314 scopus 로고    scopus 로고
    • Spectroscopy of rocks and minerals, and principles of spectroscopy
    • New York, NY, USA John Wiley & Sons
    • Clark R., Spectroscopy of rocks and minerals, and principles of spectroscopy. Remote Sensing for the Earth Sciences 1999 3 New York, NY, USA John Wiley & Sons 3 58
    • (1999) Remote Sensing for the Earth Sciences , vol.3 , pp. 3-58
    • Clark, R.1
  • 36
    • 0001411940 scopus 로고
    • Visible and near-infrared spectra of minerals and rocks: 1. Silicate minerals
    • Hunt G., Salisbury J., Visible and near-infrared spectra of minerals and rocks: 1. Silicate minerals. Modern Geology 1970 1 283 300
    • (1970) Modern Geology , vol.1 , pp. 283-300
    • Hunt, G.1    Salisbury, J.2
  • 38
    • 0000664224 scopus 로고
    • Visible and near-infrared spectra of minerals and rocks: III. Oxides and hydroxides
    • Hunt G., Salibury J., Lenhoff C., Visible and near-infrared spectra of minerals and rocks: III. Oxides and hydroxides. Modern Geology 1971 2 195 205
    • (1971) Modern Geology , vol.2 , pp. 195-205
    • Hunt, G.1    Salibury, J.2    Lenhoff, C.3
  • 40
    • 85063439408 scopus 로고
    • Spectroscopic properties of rocks and minerals
    • Boca Raton, Fla, USA CRC Press
    • Hunt G. R., Carmichael R. S., Spectroscopic properties of rocks and minerals. Handbook of Physical Properties of Rocks 1982 1 Boca Raton, Fla, USA CRC Press 295 385
    • (1982) Handbook of Physical Properties of Rocks , vol.1 , pp. 295-385
    • Hunt, G.R.1    Carmichael, R.S.2
  • 42
    • 0019728521 scopus 로고
    • Characteristic variations in reflectance of surface soils
    • 2-s2.0-0019728521
    • Stoner E. R., Baumgardner M. F., Characteristic variations in reflectance of surface soils. Soil Science Society of America Journal 1981 45 6 1161 1165 2-s2.0-0019728521
    • (1981) Soil Science Society of America Journal , vol.45 , Issue.6 , pp. 1161-1165
    • Stoner, E.R.1    Baumgardner, M.F.2
  • 43
    • 0021644332 scopus 로고
    • Reflectance spectroscopy: Quantitative analysis techniques for remote sensing applications
    • 2-s2.0-0021644332
    • Clark R. N., Roush T. L., Reflectance spectroscopy: quantitative analysis techniques for remote sensing applications. Journal of Geophysical Research 1984 89 7 6329 6340 2-s2.0-0021644332
    • (1984) Journal of Geophysical Research , vol.89 , Issue.7 , pp. 6329-6340
    • Clark, R.N.1    Roush, T.L.2
  • 45
    • 1342331476 scopus 로고    scopus 로고
    • Analysis of spectral absorption features in hyperspectral imagery
    • DOI 10.1016/j.jag.2003.09.001
    • van der Meer F., Analysis of spectral absorption features in hyperspectral imagery. International Journal of Applied Earth Observation and Geoinformation 2004 5 1 55 68 2-s2.0-1342331476 10.1016/j.jag.2003.09.001 (Pubitemid 38256773)
    • (2004) International Journal of Applied Earth Observation and Geoinformation , vol.5 , Issue.1 , pp. 55-68
    • Van Der Meer, F.1
  • 47
    • 0035965476 scopus 로고    scopus 로고
    • PLS-regression: A basic tool of chemometrics
    • DOI 10.1016/S0169-7439(01)00155-1, PII S0169743901001551
    • Wold S., Sjöström M., Eriksson L., PLS-regression: a basic tool of chemometrics. Chemometrics and Intelligent Laboratory Systems 2001 58 2 109 130 2-s2.0-0035965476 10.1016/S0169-7439(01)00155-1 (Pubitemid 33033283)
    • (2001) Chemometrics and Intelligent Laboratory Systems , vol.58 , Issue.2 , pp. 109-130
    • Wold, S.1    Sjostrom, M.2    Eriksson, L.3
  • 48
    • 36749102560 scopus 로고    scopus 로고
    • ParLeS: Software for chemometric analysis of spectroscopic data
    • DOI 10.1016/j.chemolab.2007.06.006, PII S0169743907001347
    • Viscarra Rossel R. A. V., ParLeS: software for chemometric analysis of spectroscopic data. Chemometrics and Intelligent Laboratory Systems 2008 90 1 72 83 2-s2.0-36749102560 10.1016/j.chemolab.2007.06.006 (Pubitemid 350213170)
    • (2008) Chemometrics and Intelligent Laboratory Systems , vol.90 , Issue.1 , pp. 72-83
    • Viscarra Rossel, R.A.1
  • 49
    • 84936617282 scopus 로고
    • Permeability measurements of soil crusts formed by raindrop impact
    • McIntyre D. S., Permeability measurements of soil crusts formed by raindrop impact. Soil Science 1958 85 185 189
    • (1958) Soil Science , vol.85 , pp. 185-189
    • McIntyre, D.S.1
  • 51
    • 0017480895 scopus 로고
    • Spectral signatures of particulate minerals in the visible and near infrared
    • 2-s2.0-0017480895
    • Hunt G. R., Spectral signatures of particulate minerals in the visible and near infrared. Geophysics 1977 42 3 501 513 2-s2.0-0017480895
    • (1977) Geophysics , vol.42 , Issue.3 , pp. 501-513
    • Hunt, G.R.1


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