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Volumn 22, Issue 3, 2012, Pages 351-366

Visible and Near-Infrared Diffuse Reflectance Spectroscopy for Prediction of Soil Properties near a Copper Smelter

Author keywords

Heavy metal; Organic matter; Partial least squares regression; Soil environment monitoring; Spectral preprocessing

Indexed keywords

ACCURACY ASSESSMENT; CALIBRATION; COPPER; ENVIRONMENTAL MONITORING; ERROR ANALYSIS; LEAST SQUARES METHOD; NONDESTRUCTIVE TESTING; NUMERICAL MODEL; PERFORMANCE ASSESSMENT; PHYSICOCHEMICAL PROPERTY; PREDICTION; SMELTING; SOIL ORGANIC MATTER; SOIL PROFILE; SOIL PROPERTY; SOIL SURVEY; SPECTRAL ANALYSIS; SPECTROSCOPY;

EID: 84860482769     PISSN: 10020160     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1002-0160(12)60022-8     Document Type: Article
Times cited : (60)

References (64)
  • 2
    • 0013391532 scopus 로고    scopus 로고
    • Quantitative remote sensing of soil properties
    • Ben-Dor E. Quantitative remote sensing of soil properties. Adv. Agron. 2002, 75:173-243.
    • (2002) Adv. Agron. , vol.75 , pp. 173-243
    • Ben-Dor, E.1
  • 3
    • 0028993450 scopus 로고
    • Near infrared analysis (NIRA) as a method to simultaneously evaluate spectral featureless constituents in soils
    • Ben-Dor E., Banin A. Near infrared analysis (NIRA) as a method to simultaneously evaluate spectral featureless constituents in soils. Soil Sci. 1995, 159:259-270.
    • (1995) Soil Sci. , vol.159 , pp. 259-270
    • Ben-Dor, E.1    Banin, A.2
  • 4
    • 34547447687 scopus 로고    scopus 로고
    • Near infrared reflectance spectroscopy as a tool to predict pesticide sorption in soil
    • Bengtsson S., Berglof T., Kylin H. Near infrared reflectance spectroscopy as a tool to predict pesticide sorption in soil. B. Environ. Contam. Tox. 2007, 78:295-298.
    • (2007) B. Environ. Contam. Tox. , vol.78 , pp. 295-298
    • Bengtsson, S.1    Berglof, T.2    Kylin, H.3
  • 5
    • 69249128379 scopus 로고    scopus 로고
    • Diagnostic screening of urban soil contaminants using diffuse reflectance spectroscopy
    • Bray J.G.P., Viscarra Rossel R., McBratney A.B. Diagnostic screening of urban soil contaminants using diffuse reflectance spectroscopy. Aust. J. Soil Res. 2009, 47:433-442.
    • (2009) Aust. J. Soil Res. , vol.47 , pp. 433-442
    • Bray, J.G.P.1    Viscarra Rossel, R.2    McBratney, A.B.3
  • 6
    • 33646251126 scopus 로고    scopus 로고
    • Global soil characterization with VNIR diffuse reflectance spectroscopy
    • Brown D.J., Shepherd K.D., Walsh M.G., Dewayne M.M., Reinsch T.G. Global soil characterization with VNIR diffuse reflectance spectroscopy. Geoderma. 2006, 132:273-290.
    • (2006) Geoderma. , vol.132 , pp. 273-290
    • Brown, D.J.1    Shepherd, K.D.2    Walsh, M.G.3    Dewayne, M.M.4    Reinsch, T.G.5
  • 7
    • 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 Sci. Soc. Am. J. 2001, 65:480490.
    • (2001) Soil Sci. Soc. Am. J. , vol.65 , pp. 480490
    • Chang, C.W.1    Laird, D.A.2    Mausbach, M.J.3    Hurburgh, C.R.4
  • 8
    • 0021644332 scopus 로고
    • Reflectance spectroscopy: quantitative analysis techniques for remote sensing applications
    • Clark R.N., Roush T.L. Reflectance spectroscopy: quantitative analysis techniques for remote sensing applications. J. Geophys. Res. 1984, 89:6329-6340.
    • (1984) J. Geophys. Res. , vol.89 , pp. 6329-6340
    • Clark, R.N.1    Roush, T.L.2
  • 9
    • 22944464381 scopus 로고    scopus 로고
    • Visible-near infrared reflectance spectroscopy for rapid, nondestructive assessment of wetland soil quality
    • Cohen M.J., Prenger J.P., DeBusk W.F. Visible-near infrared reflectance spectroscopy for rapid, nondestructive assessment of wetland soil quality. J. Environ. Qual. 2005, 34:1422-1434.
    • (2005) J. Environ. Qual. , vol.34 , pp. 1422-1434
    • Cohen, M.J.1    Prenger, J.P.2    DeBusk, W.F.3
  • 10
    • 0242407457 scopus 로고    scopus 로고
    • Near infrared reflectance spectroscopy for determination of organic matter fractions including microbial biomass in coniferous forest soils
    • Couteaux M.M., Berg B., Rovira P. Near infrared reflectance spectroscopy for determination of organic matter fractions including microbial biomass in coniferous forest soils. Soil Biol. Biochem. 2003, 35:15871600.
    • (2003) Soil Biol. Biochem. , vol.35 , pp. 15871600
    • Couteaux, M.M.1    Berg, B.2    Rovira, P.3
  • 11
    • 0037546967 scopus 로고    scopus 로고
    • The potential of near-infrared reflectance spectroscopy to analyse soil chemical and physical characteristics
    • Cozzolino D., Moron A. The potential of near-infrared reflectance spectroscopy to analyse soil chemical and physical characteristics. J. Agr. Sci. 2003, 140:65-71.
    • (2003) J. Agr. Sci. , vol.140 , pp. 65-71
    • Cozzolino, D.1    Moron, A.2
  • 12
    • 0344759182 scopus 로고    scopus 로고
    • Alteration of soil properties through a weathering sequence as evaluated by spectral reflectance
    • Dematte J.A.M., Garcia G.J. Alteration of soil properties through a weathering sequence as evaluated by spectral reflectance. Soil Sci. Soc. Am. J. 1999, 63:327-342.
    • (1999) Soil Sci. Soc. Am. J. , vol.63 , pp. 327-342
    • Dematte, J.A.M.1    Garcia, G.J.2
  • 13
    • 85140938244 scopus 로고    scopus 로고
    • Mathematical data preprocessing
    • ASA-CSSA-SSSA, Madison, WI, C.A. Roberts, J. Workman, J.B. Reeves (Eds.)
    • Duckworth J. Mathematical data preprocessing. Near-Infrared Spectroscopy in Agriculture 2004, 115-132. ASA-CSSA-SSSA, Madison, WI. C.A. Roberts, J. Workman, J.B. Reeves (Eds.).
    • (2004) Near-Infrared Spectroscopy in Agriculture , pp. 115-132
    • Duckworth, J.1
  • 14
    • 0036323232 scopus 로고    scopus 로고
    • The potential of near-infrared reflectance spectroscopy for soil analysis-a case study from the Riverine Plain of south-eastern Australia
    • Dunn B.W., Beecher H.G., Batten G.D., Ciavarella S. The potential of near-infrared reflectance spectroscopy for soil analysis-a case study from the Riverine Plain of south-eastern Australia. Aust. J. Exp. Agr. 2002, 42:607-614.
    • (2002) Aust. J. Exp. Agr. , vol.42 , pp. 607-614
    • Dunn, B.W.1    Beecher, H.G.2    Batten, G.D.3    Ciavarella, S.4
  • 15
    • 0034925234 scopus 로고    scopus 로고
    • Multivariate statistical and GIS-based approach to identify heavy metal sources in soils
    • Facchinelli A., Sacchi E., Mallen L. Multivariate statistical and GIS-based approach to identify heavy metal sources in soils. Environ. Pollut. 2001, 114:313-324.
    • (2001) Environ. Pollut. , vol.114 , pp. 313-324
    • Facchinelli, A.1    Sacchi, E.2    Mallen, L.3
  • 16
    • 0346091044 scopus 로고    scopus 로고
    • The prediction of C and N content and their potential mineralisation in heterogeneous soil samples using Vis-NIR spectroscopy and comparative methods
    • Fystro G. The prediction of C and N content and their potential mineralisation in heterogeneous soil samples using Vis-NIR spectroscopy and comparative methods. Plant Soil. 2002, 246:139-149.
    • (2002) Plant Soil. , vol.246 , pp. 139-149
    • Fystro, G.1
  • 17
    • 79960682105 scopus 로고    scopus 로고
    • The vertical distribution and potential ecological risk assessment of heavy metals in agricultural soils near smelter
    • (in Chinese)
    • Hu N.J., Li Z.Q., Huang P., Cheng W.Y., Tao C. The vertical distribution and potential ecological risk assessment of heavy metals in agricultural soils near smelter. Adv. Earth Sci. 2004, 19:467-471. (in Chinese).
    • (2004) Adv. Earth Sci. , vol.19 , pp. 467-471
    • Hu, N.J.1    Li, Z.Q.2    Huang, P.3    Cheng, W.Y.4    Tao, C.5
  • 18
    • 0017480895 scopus 로고
    • Spectral signatures of particulate minerals in the visible and near-infrared
    • Hunt G.R. Spectral signatures of particulate minerals in the visible and near-infrared. Geophysics. 1977, 42:501-513.
    • (1977) Geophysics. , vol.42 , pp. 501-513
    • Hunt, G.R.1
  • 19
    • 0004250799 scopus 로고
    • Shanghai Scientific and Technical Publishers, Shanghai Institute of Soil Science Chinese Academy of Sciences (IS-SAS)
    • Institute of Soil Science, Chinese Academy of Sciences (IS-SAS) Physical and Chemical Analysis of Soil (in Chinese) 1978, Shanghai Scientific and Technical Publishers, Shanghai.
    • (1978) Physical and Chemical Analysis of Soil (in Chinese)
  • 20
    • 0037096121 scopus 로고    scopus 로고
    • Estimate of heavy metal contamination in soils after a mining accident using reflectance spectroscopy
    • Kemper T., Sommer S. Estimate of heavy metal contamination in soils after a mining accident using reflectance spectroscopy. Environ. Sci. Technol. 2002, 36:2742-2747.
    • (2002) Environ. Sci. Technol. , vol.36 , pp. 2742-2747
    • Kemper, T.1    Sommer, S.2
  • 21
    • 0242418172 scopus 로고    scopus 로고
    • Mapping vegetation in Yellowstone National Park using spectral feature analysis of AVIRIS data
    • Kokaly R.F., Despain D.G., Clark R.N., Livo K.E. Mapping vegetation in Yellowstone National Park using spectral feature analysis of AVIRIS data. Remote Sens. Environ. 2003, 84:437-456.
    • (2003) Remote Sens. Environ. , vol.84 , pp. 437-456
    • Kokaly, R.F.1    Despain, D.G.2    Clark, R.N.3    Livo, K.E.4
  • 22
    • 0035914581 scopus 로고    scopus 로고
    • Possibilities of visible-near-infrared spectroscopy for the assessment of soil contamination in river floodplains
    • Kooistra L., Wehrens R., Leuven R.S.E.W., Buydens L.M.C. Possibilities of visible-near-infrared spectroscopy for the assessment of soil contamination in river floodplains. Anal. Chim. Acta. 2001, 446:97-105.
    • (2001) Anal. Chim. Acta. , vol.446 , pp. 97-105
    • Kooistra, L.1    Wehrens, R.2    Leuven, R.S.E.W.3    Buydens, L.M.C.4
  • 24
    • 0036840402 scopus 로고    scopus 로고
    • Near infrared spectroscopy of forest soils to determine chemical and biological properties related to soil sustainability
    • Ludwig B., Khanna P.K., Bauhus J., Hopmans P. Near infrared spectroscopy of forest soils to determine chemical and biological properties related to soil sustainability. Forest Ecol. Manag. 2002, 171:121-132.
    • (2002) Forest Ecol. Manag. , vol.171 , pp. 121-132
    • Ludwig, B.1    Khanna, P.K.2    Bauhus, J.3    Hopmans, P.4
  • 25
    • 83255172914 scopus 로고    scopus 로고
    • Physicochemical characteristics of paddy soils derived from Quaternary red clay under different cultivated years
    • (in Chinese)
    • Ma L., Xu R.K. Physicochemical characteristics of paddy soils derived from Quaternary red clay under different cultivated years. Soils 2010, 42:560-563. (in Chinese).
    • (2010) Soils , vol.42 , pp. 560-563
    • Ma, L.1    Xu, R.K.2
  • 26
    • 33751180092 scopus 로고    scopus 로고
    • Mid- and near-infrared spectroscopic assessment of soil compositional parameters and structural indices in two Ferralsols
    • Madari B.E., Reeves J.B., Machado P.L.O.A., Guimaräes C.M., Torres E., McCarty G.W. Mid- and near-infrared spectroscopic assessment of soil compositional parameters and structural indices in two Ferralsols. Geoderma. 2006, 136:245-259.
    • (2006) Geoderma. , vol.136 , pp. 245-259
    • Madari, B.E.1    Reeves, J.B.2    Machado, P.L.O.A.3    Guimaräes, C.M.4    Torres, E.5    McCarty, G.W.6
  • 27
    • 85140937159 scopus 로고    scopus 로고
    • Application in analysis of soils
    • ASA-CSSA-SSSA, Madison, WI, C.A. Roberts, J. Workman, J.B. Reeves (Eds.)
    • Malley D.F., Martin P.D., Ben-Dor E. Application in analysis of soils. Near-Infrared Spectroscopy in Agriculture 2004, 729-784. ASA-CSSA-SSSA, Madison, WI. C.A. Roberts, J. Workman, J.B. Reeves (Eds.).
    • (2004) Near-Infrared Spectroscopy in Agriculture , pp. 729-784
    • Malley, D.F.1    Martin, P.D.2    Ben-Dor, E.3
  • 28
    • 0031471281 scopus 로고    scopus 로고
    • Use of near-infrared reflectance spectroscopy in prediction of heavy metals in freshwater sediment by their association with organic matter
    • Malley D.F., Williams P.C. Use of near-infrared reflectance spectroscopy in prediction of heavy metals in freshwater sediment by their association with organic matter. Environ. Sci. Technol. 1997, 31:3461-3467.
    • (1997) Environ. Sci. Technol. , vol.31 , pp. 3461-3467
    • Malley, D.F.1    Williams, P.C.2
  • 29
    • 0032923727 scopus 로고    scopus 로고
    • Application of near-infrared spectroscopy in analysis of soil mineral nutrients
    • Malley D.F., Yesmin L., Wray D., Edwards S. Application of near-infrared spectroscopy in analysis of soil mineral nutrients. Commun. Soil Sci. Plant Anal. 1999, 30:999-1012.
    • (1999) Commun. Soil Sci. Plant Anal. , vol.30 , pp. 999-1012
    • Malley, D.F.1    Yesmin, L.2    Wray, D.3    Edwards, S.4
  • 30
    • 0033636234 scopus 로고    scopus 로고
    • Modified jack-knife estimation of parameter uncertainty in bilinear modelling by partial least squares regression (PLSR)
    • Martens H., Martens M. Modified jack-knife estimation of parameter uncertainty in bilinear modelling by partial least squares regression (PLSR). Food Qual. Prefer. 2000, 11:5-16.
    • (2000) Food Qual. Prefer. , vol.11 , pp. 5-16
    • Martens, H.1    Martens, M.2
  • 31
    • 79251600657 scopus 로고
    • A simplified method for the extraction of metals Fe, Zn, Cu, Ni, Cd, Pb, Cr, Co and Mn from soils and sewage sludges
    • McGrath S.P., Cunliffe C.H. A simplified method for the extraction of metals Fe, Zn, Cu, Ni, Cd, Pb, Cr, Co and Mn from soils and sewage sludges. J. Sci. Food Agr. 1985, 36:794-798.
    • (1985) J. Sci. Food Agr. , vol.36 , pp. 794-798
    • McGrath, S.P.1    Cunliffe, C.H.2
  • 32
    • 0037866642 scopus 로고    scopus 로고
    • Exploring the use of near infrared reflectance spectroscopy to study physical properties and microelements in soils
    • Moron A., Cozzolino D. Exploring the use of near infrared reflectance spectroscopy to study physical properties and microelements in soils. J. Near Infrared Spec. 2003, 11:145-154.
    • (2003) J. Near Infrared Spec. , vol.11 , pp. 145-154
    • Moron, A.1    Cozzolino, D.2
  • 33
    • 77953620835 scopus 로고    scopus 로고
    • Comparison among principal component, partial least squares and back propagation neural network analyses for accuracy of measurement of selected soil properties with visible and near infrared spectroscopy
    • Mouazen A.M., Kuang B., De Baerdemaeker J., Ramon H. Comparison among principal component, partial least squares and back propagation neural network analyses for accuracy of measurement of selected soil properties with visible and near infrared spectroscopy. Geoderma. 2010, 158:23-31.
    • (2010) Geoderma. , vol.158 , pp. 23-31
    • Mouazen, A.M.1    Kuang, B.2    De Baerdemaeker, J.3    Ramon, H.4
  • 34
    • 0023823746 scopus 로고
    • A silent epidemic of environmental metal poisoning?
    • Nriagu J.O. A silent epidemic of environmental metal poisoning?. Environ. Pollut. 1988, 50:139-161.
    • (1988) Environ. Pollut. , vol.50 , pp. 139-161
    • Nriagu, J.O.1
  • 35
    • 0035634833 scopus 로고    scopus 로고
    • Review: Near infrared reflectance spectroscopy for online particle size analysis of powders and ground materials
    • Pasikatan M.C., Steele J.L., Spillman C.K., Haque E. Review: Near infrared reflectance spectroscopy for online particle size analysis of powders and ground materials. J. Near Infrared Spec. 2001, 9:153-164.
    • (2001) J. Near Infrared Spec. , vol.9 , pp. 153-164
    • Pasikatan, M.C.1    Steele, J.L.2    Spillman, C.K.3    Haque, E.4
  • 36
    • 77953615617 scopus 로고    scopus 로고
    • Near- versus mid-infrared spectroscopy for soil analysis emphasizing carbon and laboratory versus on-site analysis: where are we and what needs to be done?
    • Reeves J.B. Near- versus mid-infrared spectroscopy for soil analysis emphasizing carbon and laboratory versus on-site analysis: where are we and what needs to be done?. Geoderma. 2010, 158:3-14.
    • (2010) Geoderma. , vol.158 , pp. 3-14
    • Reeves, J.B.1
  • 37
    • 0034397003 scopus 로고    scopus 로고
    • Near infrared reflectance spectroscopy for the determination of biological activity in agricultural soils
    • Reeves J.B., McCarty G.W., Meisinger J.J. Near infrared reflectance spectroscopy for the determination of biological activity in agricultural soils. J. Near Infrared Spec. 2000, 8:161-170.
    • (2000) J. Near Infrared Spec. , vol.8 , pp. 161-170
    • Reeves, J.B.1    McCarty, G.W.2    Meisinger, J.J.3
  • 38
    • 0036146918 scopus 로고    scopus 로고
    • The potential of diffuse reflectance spectroscopy for the determination of carbon inventories in soils
    • Reeves J.B., McCarty G.W., Mimmo T. The potential of diffuse reflectance spectroscopy for the determination of carbon inventories in soils. Environ. Pollut. 2002, 116:S277-S284.
    • (2002) Environ. Pollut. , vol.116
    • Reeves, J.B.1    McCarty, G.W.2    Mimmo, T.3
  • 39
    • 71249149458 scopus 로고    scopus 로고
    • Review of the most common pre-processing techniques for near-infrared spectra
    • Rinnan A., van den Berg F., Engelsen S.B. Review of the most common pre-processing techniques for near-infrared spectra. Trend. Anal. Chem. 2009, 28:1201-1222.
    • (2009) Trend. Anal. Chem. , vol.28 , pp. 1201-1222
    • Rinnan, A.1    van den Berg, F.2    Engelsen, S.B.3
  • 40
    • 0042553279 scopus 로고
    • Smoothing and differentiation of data by simplified least squares procedures
    • Savitzky A., Golay M.J.E. Smoothing and differentiation of data by simplified least squares procedures. Anal. Chem. 1964, 36:1627-1639.
    • (1964) Anal. Chem. , vol.36 , pp. 1627-1639
    • Savitzky, A.1    Golay, M.J.E.2
  • 41
    • 0142084894 scopus 로고
    • Quantitative predictions of chemical soil conditions from multispectral airborne, ground, and laboratory measurements
    • Canadian Aeronautical and Space Institute, Ottawa
    • Schreier H. Quantitative predictions of chemical soil conditions from multispectral airborne, ground, and laboratory measurements. Proceedings of the 4th Canadian Symposium on Remote Sensing 1977, 106112. Canadian Aeronautical and Space Institute, Ottawa.
    • (1977) Proceedings of the 4th Canadian Symposium on Remote Sensing , pp. 106112
    • Schreier, H.1
  • 42
    • 0036242834 scopus 로고    scopus 로고
    • Development of reflectance spectral libraries for characterization of soil properties
    • Shepherd K.D., Walsh M.G. Development of reflectance spectral libraries for characterization of soil properties. Soil Sci. Soc. Am. J. 2002, 66:988-998.
    • (2002) Soil Sci. Soc. Am. J. , vol.66 , pp. 988-998
    • Shepherd, K.D.1    Walsh, M.G.2
  • 43
    • 8744311658 scopus 로고    scopus 로고
    • Near- and mid-infrared diffuse reflectance spectroscopy for measuring soil metal content
    • Siebielec G., McCarty G.W., Stuczynski T.I., Reeves J.B. Near- and mid-infrared diffuse reflectance spectroscopy for measuring soil metal content. J. Environ. Qual. 2004, 33:2056-2069.
    • (2004) J. Environ. Qual. , vol.33 , pp. 2056-2069
    • Siebielec, G.1    McCarty, G.W.2    Stuczynski, T.I.3    Reeves, J.B.4
  • 44
    • 77954537216 scopus 로고    scopus 로고
    • USDA-Natural Resources Conservation Service, Washington, D.C. Soil Survey Staff
    • Soil Survey Staff Keys to Soil Taxonomy 2010, USDA-Natural Resources Conservation Service, Washington, D.C. 11th Edition.
    • (2010) Keys to Soil Taxonomy
  • 46
    • 77953622371 scopus 로고    scopus 로고
    • Effects of soil sample pretreatments and standardised rewetting as interacted with sand classes on Vis-NIR predictions of clay and soil organic carbon
    • Stenberg B. Effects of soil sample pretreatments and standardised rewetting as interacted with sand classes on Vis-NIR predictions of clay and soil organic carbon. Geoderma. 2010, 158:15-22.
    • (2010) Geoderma. , vol.158 , pp. 15-22
    • Stenberg, B.1
  • 48
    • 0035311092 scopus 로고    scopus 로고
    • Effects of flooding on iron transformation and phosphorus adsorption-desorption properties in different layers of the paddy soils
    • (in Chinese)
    • Su L., Lin X.Y., Zhang Y.S., Yang Y.A. Effects of flooding on iron transformation and phosphorus adsorption-desorption properties in different layers of the paddy soils. J. Zhejiang Univ. (Agr. Life. Sci.) 2001, 27:124-128. (in Chinese).
    • (2001) J. Zhejiang Univ. (Agr. Life. Sci.) , vol.27 , pp. 124-128
    • Su, L.1    Lin, X.Y.2    Zhang, Y.S.3    Yang, Y.A.4
  • 49
    • 84860476729 scopus 로고    scopus 로고
    • Spatial variation and affecting factors of Cu and Cd pollution in paddy soil in hilly region
    • (in Chinese)
    • Sun B., Cao Y.D. Spatial variation and affecting factors of Cu and Cd pollution in paddy soil in hilly region. J. Agro-Environ. Sci. 2006, 25:922-928. (in Chinese).
    • (2006) J. Agro-Environ. Sci. , vol.25 , pp. 922-928
    • Sun, B.1    Cao, Y.D.2
  • 50
    • 33745841679 scopus 로고    scopus 로고
    • Assessment of pollution of heavy metals on paddy field with sewage irrigation in Guixi City, Jiangxi Province
    • (in Chinese)
    • Sun H., Zhang T.L., Sun B. Assessment of pollution of heavy metals on paddy field with sewage irrigation in Guixi City, Jiangxi Province. Agro-Environ. Protect. 2001, 20:405-407. (in Chinese).
    • (2001) Agro-Environ. Protect. , vol.20 , pp. 405-407
    • Sun, H.1    Zhang, T.L.2    Sun, B.3
  • 51
    • 41449117918 scopus 로고    scopus 로고
    • Usefulness of near-infrared spectroscopy to determine biological and chemical soil properties: Importance of sample pre-treatment
    • Terhoeven-Urselmans T., Schmidt H., Joergensen R.G., Ludwig B. Usefulness of near-infrared spectroscopy to determine biological and chemical soil properties: Importance of sample pre-treatment. Soil Biol. Biochem. 2008, 40:1178-1188.
    • (2008) Soil Biol. Biochem. , vol.40 , pp. 1178-1188
    • Terhoeven-Urselmans, T.1    Schmidt, H.2    Joergensen, R.G.3    Ludwig, B.4
  • 52
    • 48149107700 scopus 로고    scopus 로고
    • Comparison of multivariate methods for inferential modeling of soil carbon using visible/near-infrared spectra
    • Vasques G.M., Grunwald S., Sickman J.O. Comparison of multivariate methods for inferential modeling of soil carbon using visible/near-infrared spectra. Geoderma. 2008, 146:14-25.
    • (2008) Geoderma. , vol.146 , pp. 14-25
    • Vasques, G.M.1    Grunwald, S.2    Sickman, J.O.3
  • 53
    • 0019763570 scopus 로고
    • Remote sensing of the humus content of soils
    • Vinogradov B.V. Remote sensing of the humus content of soils. Sov. Soil Sci. 1981, 13:103-113.
    • (1981) Sov. Soil Sci. , vol.13 , pp. 103-113
    • Vinogradov, B.V.1
  • 54
    • 77953621099 scopus 로고    scopus 로고
    • Using data mining to model and interpret soil diffuse reflectance spectra
    • Viscarra Rossel R.A., Behrens T. Using data mining to model and interpret soil diffuse reflectance spectra. Geoderma. 2010, 158:46-54.
    • (2010) Geoderma. , vol.158 , pp. 46-54
    • Viscarra Rossel, R.A.1    Behrens, T.2
  • 55
    • 64549156055 scopus 로고    scopus 로고
    • In situ measurements of soil colour, mineral composition and clay content by vis-NIR spectroscopy
    • Viscarra Rossel R.A., Cattle S.R., Ortega A., Fouad Y. In situ measurements of soil colour, mineral composition and clay content by vis-NIR spectroscopy. Geoderma. 2009, 150:253-266.
    • (2009) Geoderma. , vol.150 , pp. 253-266
    • Viscarra Rossel, R.A.1    Cattle, S.R.2    Ortega, A.3    Fouad, Y.4
  • 56
    • 65649150350 scopus 로고    scopus 로고
    • Improved analysis and modelling of soil diffuse reflectance spectra using wavelets
    • Viscarra Rossel R.A., Lark R.M. Improved analysis and modelling of soil diffuse reflectance spectra using wavelets. Eur. J. Soil Sci. 2009, 60:453-464.
    • (2009) Eur. J. Soil Sci. , vol.60 , pp. 453-464
    • Viscarra Rossel, R.A.1    Lark, R.M.2
  • 57
    • 33947411704 scopus 로고    scopus 로고
    • In situ characterization of soil clay content with visible near-infrared diffuse reflectance spectroscopy
    • 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 Sci. Soc. Am. J. 2007, 71:389-396.
    • (2007) Soil Sci. Soc. Am. J. , vol.71 , pp. 389-396
    • Waiser, T.H.1    Morgan, C.L.S.2    Brown, D.J.3    Hallmark, C.T.4
  • 59
    • 34249028566 scopus 로고    scopus 로고
    • A mechanism study of reflectance spectroscopy for investigating heavy metals in soils
    • Wu Y.Z., Chen J., Ji J.F., Gong P., Liao Q.L., Tian Q.J., Ma H.R. A mechanism study of reflectance spectroscopy for investigating heavy metals in soils. Soil Sci. Soc. Am. J. 2007, 71:918-926.
    • (2007) Soil Sci. Soc. Am. J. , vol.71 , pp. 918-926
    • Wu, Y.Z.1    Chen, J.2    Ji, J.F.3    Gong, P.4    Liao, Q.L.5    Tian, Q.J.6    Ma, H.R.7
  • 60
    • 19344377974 scopus 로고    scopus 로고
    • Possibilities of reflectance spectroscopy for the assessment of contaminant elements in suburban soils
    • Wu Y.Z., Chen J., Wu X.M., Tian Q.J., Ji J.F., Qin Z.H. Possibilities of reflectance spectroscopy for the assessment of contaminant elements in suburban soils. Appl. Geochem. 2005, 20:1051-1059.
    • (2005) Appl. Geochem. , vol.20 , pp. 1051-1059
    • Wu, Y.Z.1    Chen, J.2    Wu, X.M.3    Tian, Q.J.4    Ji, J.F.5    Qin, Z.H.6
  • 61
    • 33846956440 scopus 로고    scopus 로고
    • Several key issues in research of soil environmental quality in China
    • (in Chinese)
    • Xia J.Q., Luo Y.M. Several key issues in research of soil environmental quality in China. J. Ecol. Rural Environ. 2007, 23:1-6. (in Chinese).
    • (2007) J. Ecol. Rural Environ. , vol.23 , pp. 1-6
    • Xia, J.Q.1    Luo, Y.M.2
  • 62
    • 3843077567 scopus 로고    scopus 로고
    • Research on the spectral reflectance of soil section
    • (in Chinese)
    • Xu B.B. Research on the spectral reflectance of soil section. Soils. 2000, 32:281-287. (in Chinese).
    • (2000) Soils. , vol.32 , pp. 281-287
    • Xu, B.B.1
  • 63
    • 84860468228 scopus 로고
    • Environmental quality standard for soil in Jiangxi Province
    • (in Chinese)
    • Xu G.Y., He J.L., Guo Y.Q., Zhu H.M., Gui X.W. Environmental quality standard for soil in Jiangxi Province. Environ. monit. China. 1992, 3:6-8. (in Chinese).
    • (1992) Environ. monit. China. , vol.3 , pp. 6-8
    • Xu, G.Y.1    He, J.L.2    Guo, Y.Q.3    Zhu, H.M.4    Gui, X.W.5
  • 64
    • 46549088799 scopus 로고    scopus 로고
    • Near infrared spectroscopy for determination of various physical, chemical and biochemical properties in Mediterranean soils
    • Zornoza R., Guerrero C., Mataix-Solera J., Scow K.M., Arcenegui V., Mataix-Beneyto J. Near infrared spectroscopy for determination of various physical, chemical and biochemical properties in Mediterranean soils. Soil Biol. Biochem. 2008, 40:1923-1930.
    • (2008) Soil Biol. Biochem. , vol.40 , pp. 1923-1930
    • Zornoza, R.1    Guerrero, C.2    Mataix-Solera, J.3    Scow, K.M.4    Arcenegui, V.5    Mataix-Beneyto, J.6


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