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Volumn 78, Issue , 2013, Pages 148-156

Predicting foliar biochemistry of tea (Camellia sinensis) using reflectance spectra measured at powder, leaf and canopy levels

Author keywords

Field spectroscopy; Free amino acids; Partial least squares regression; Soluble sugars; Tea quality; Total tea polyphenols

Indexed keywords

AMINO ACIDS; CHEMICAL COMPOUNDS; FORECASTING; MEAN SQUARE ERROR; SUGARS;

EID: 84874793167     PISSN: 09242716     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.isprsjprs.2013.02.002     Document Type: Article
Times cited : (65)

References (67)
  • 1
    • 0004800283 scopus 로고
    • In vitro clonal propagation of tea (Camellia sinensis (L.) O. Kuntze)
    • Agarwal B., Singh U., Banerjee M. In vitro clonal propagation of tea (Camellia sinensis (L.) O. Kuntze). Plant Cell, Tissue and Organ Culture 1992, 30(1):1-5.
    • (1992) Plant Cell, Tissue and Organ Culture , vol.30 , Issue.1 , pp. 1-5
    • Agarwal, B.1    Singh, U.2    Banerjee, M.3
  • 2
    • 34248579096 scopus 로고    scopus 로고
    • Estimation of total phenolic content and other oxidation substrates in plant tissues using Folin-Ciocalteu reagent
    • Ainsworth E.A., Gillespie K.M. Estimation of total phenolic content and other oxidation substrates in plant tissues using Folin-Ciocalteu reagent. Nature Protocols 2007, 2(4):875-877.
    • (2007) Nature Protocols , vol.2 , Issue.4 , pp. 875-877
    • Ainsworth, E.A.1    Gillespie, K.M.2
  • 3
    • 50849144917 scopus 로고    scopus 로고
    • Spectral and chemical analysis of tropical forests: Scaling from leaf to canopy levels
    • Asner G.P., Martin R.E. Spectral and chemical analysis of tropical forests: Scaling from leaf to canopy levels. Remote Sensing of Environment 2008, 112(10):3958-3970.
    • (2008) Remote Sensing of Environment , vol.112 , Issue.10 , pp. 3958-3970
    • Asner, G.P.1    Martin, R.E.2
  • 6
    • 8044245797 scopus 로고
    • Dry matter production and partitioning by tea varieties under differential pruning
    • Banerjee B. Dry matter production and partitioning by tea varieties under differential pruning. Applied Agricultural Research 1988, 3(4):326-328.
    • (1988) Applied Agricultural Research , vol.3 , Issue.4 , pp. 326-328
    • Banerjee, B.1
  • 8
    • 0032317096 scopus 로고    scopus 로고
    • Quantifying chlorophylls and carotenoids at leaf and canopy scales - an evaluation of some hyperspectral approaches
    • Blackburn G.A. Quantifying chlorophylls and carotenoids at leaf and canopy scales - an evaluation of some hyperspectral approaches. Remote Sensing of Environment 1998, 66(3):273-285.
    • (1998) Remote Sensing of Environment , vol.66 , Issue.3 , pp. 273-285
    • Blackburn, G.A.1
  • 9
    • 0024163453 scopus 로고
    • Prediction of leaf chemistry by the use of visible and near infrared reflectance spectroscopy
    • Card D.H., Peterson D.L., Matson P.A., Aber J.D. Prediction of leaf chemistry by the use of visible and near infrared reflectance spectroscopy. Remote Sensing of Environment 1988, 26(2):123-147.
    • (1988) Remote Sensing of Environment , vol.26 , Issue.2 , pp. 123-147
    • Card, D.H.1    Peterson, D.L.2    Matson, P.A.3    Aber, J.D.4
  • 10
    • 37749040242 scopus 로고    scopus 로고
    • Determination of total polyphenols content in green tea using FT-NIR spectroscopy and different PLS algorithms
    • Chen Q., Zhao J., Liu M., Cai J., Liu J. Determination of total polyphenols content in green tea using FT-NIR spectroscopy and different PLS algorithms. Journal of Pharmaceutical and Biomedical Analysis 2008, 46(3):568-573.
    • (2008) Journal of Pharmaceutical and Biomedical Analysis , vol.46 , Issue.3 , pp. 568-573
    • Chen, Q.1    Zhao, J.2    Liu, M.3    Cai, J.4    Liu, J.5
  • 11
    • 33644781472 scopus 로고    scopus 로고
    • A new technique for extracting the red edge position from hyperspectral data: the linear extrapolation method
    • Cho M.A., Skidmore A.K. A new technique for extracting the red edge position from hyperspectral data: the linear extrapolation method. Remote Sensing of Environment 2006, 101(2):181-193.
    • (2006) Remote Sensing of Environment , vol.101 , Issue.2 , pp. 181-193
    • Cho, M.A.1    Skidmore, A.K.2
  • 13
    • 0024856758 scopus 로고
    • Remote sensing of foliar chemistry
    • Curran P.J. Remote sensing of foliar chemistry. Remote Sensing of Environment 1989, 30(3):271-278.
    • (1989) Remote Sensing of Environment , vol.30 , Issue.3 , pp. 271-278
    • Curran, P.J.1
  • 15
    • 0034969185 scopus 로고    scopus 로고
    • Estimating the foliar biochemical concentration of leaves with reflectance spectrometry: testing the Kokaly and Clark methodologies
    • Curran P.J., Dungan J.L., Peterson D.L. Estimating the foliar biochemical concentration of leaves with reflectance spectrometry: testing the Kokaly and Clark methodologies. Remote Sensing of Environment 2001, 76(3):349-359.
    • (2001) Remote Sensing of Environment , vol.76 , Issue.3 , pp. 349-359
    • Curran, P.J.1    Dungan, J.L.2    Peterson, D.L.3
  • 18
    • 0037431389 scopus 로고    scopus 로고
    • Above-ground biomass assessment of Mediterranean forests using airborne imaging spectrometry: the DAIS Peyne experiment
    • De Jong S., Pebesma E., Lacaze B. Above-ground biomass assessment of Mediterranean forests using airborne imaging spectrometry: the DAIS Peyne experiment. International Journal of Remote Sensing 2003, 24(7):1505-1520.
    • (2003) International Journal of Remote Sensing , vol.24 , Issue.7 , pp. 1505-1520
    • De Jong, S.1    Pebesma, E.2    Lacaze, B.3
  • 19
    • 0037184661 scopus 로고    scopus 로고
    • Direct determination of free amino acids and sugars in green tea by anion-exchange chromatography with integrated pulsed amperometric detection
    • Ding Y., Yu H., Mou S. Direct determination of free amino acids and sugars in green tea by anion-exchange chromatography with integrated pulsed amperometric detection. Journal of Chromatography A 2002, 982(2):237-244.
    • (2002) Journal of Chromatography A , vol.982 , Issue.2 , pp. 237-244
    • Ding, Y.1    Yu, H.2    Mou, S.3
  • 20
    • 0002175152 scopus 로고    scopus 로고
    • Spectroscopic quantitative analysis
    • Academic Press, San Diego and Chestnut Hill, USA, J. Workman, A.W. Springsteen (Eds.)
    • Duckworth J.H. Spectroscopic quantitative analysis. Applied Spectroscopy: A Compact Reference for Practioners 1998, 166-176. Academic Press, San Diego and Chestnut Hill, USA. J. Workman, A.W. Springsteen (Eds.).
    • (1998) Applied Spectroscopy: A Compact Reference for Practioners , pp. 166-176
    • Duckworth, J.H.1
  • 21
    • 0025573172 scopus 로고
    • Visible and near infrared reflectance characteristics of dry plant materials
    • Elvidge C.D. Visible and near infrared reflectance characteristics of dry plant materials. International Journal of Remote Sensing 1990, 11(10):1775-1795.
    • (1990) International Journal of Remote Sensing , vol.11 , Issue.10 , pp. 1775-1795
    • Elvidge, C.D.1
  • 22
    • 36249030554 scopus 로고    scopus 로고
    • Can nutrient status of four woody plant species be predicted using field spectrometry?
    • Ferwerda J.G., Skidmore A.K. Can nutrient status of four woody plant species be predicted using field spectrometry?. ISPRS Journal of Photogrammetry and Remote Sensing 2007, 62(6):406-414.
    • (2007) ISPRS Journal of Photogrammetry and Remote Sensing , vol.62 , Issue.6 , pp. 406-414
    • Ferwerda, J.G.1    Skidmore, A.K.2
  • 23
    • 40049087022 scopus 로고    scopus 로고
    • Relationships between the mineralogical and chemical composition of tropical soils and topography from hyperspectral remote sensing data
    • Galvão L.S., Formaggio A.R., Couto E.G., Roberts D.A. Relationships between the mineralogical and chemical composition of tropical soils and topography from hyperspectral remote sensing data. ISPRS Journal of Photogrammetry and Remote Sensing 2008, 63(2):259-271.
    • (2008) ISPRS Journal of Photogrammetry and Remote Sensing , vol.63 , Issue.2 , pp. 259-271
    • Galvão, L.S.1    Formaggio, A.R.2    Couto, E.G.3    Roberts, D.A.4
  • 24
    • 0037356853 scopus 로고    scopus 로고
    • Relationships between leaf chlorophyll content and spectral reflectance and algorithms for non-destructive chlorophyll assessment in higher plant leaves
    • Gitelson A., Gritz Y., Merzlyak M. Relationships between leaf chlorophyll content and spectral reflectance and algorithms for non-destructive chlorophyll assessment in higher plant leaves. Journal of Plant Physiology 2003, 160(3):271-282.
    • (2003) Journal of Plant Physiology , vol.160 , Issue.3 , pp. 271-282
    • Gitelson, A.1    Gritz, Y.2    Merzlyak, M.3
  • 25
    • 56249104807 scopus 로고    scopus 로고
    • Continuum removal versus PLSR method for clay and calcium carbonate content estimation from laboratory and airborne hyperspectral measurements
    • 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.
    • (2008) Geoderma , vol.148 , Issue.2 , pp. 141-148
    • Gomez, C.1    Lagacherie, P.2    Coulouma, G.3
  • 26
    • 0026771060 scopus 로고
    • Green tea composition, consumption, and polyphenol chemistry
    • Graham H.N. Green tea composition, consumption, and polyphenol chemistry. Preventive Medicine 1992, 21(3):334-350.
    • (1992) Preventive Medicine , vol.21 , Issue.3 , pp. 334-350
    • Graham, H.N.1
  • 27
    • 0024034712 scopus 로고
    • Partial least-squares methods for spectral analyses. 1. Relation to other quantitative calibration methods and the extraction of qualitative information
    • Haaland D.M., Thomas E.V. Partial least-squares methods for spectral analyses. 1. Relation to other quantitative calibration methods and the extraction of qualitative information. Analytical Chemistry 1988, 60(11):1193-1202.
    • (1988) Analytical Chemistry , vol.60 , Issue.11 , pp. 1193-1202
    • Haaland, D.M.1    Thomas, E.V.2
  • 28
    • 0036323544 scopus 로고    scopus 로고
    • Integrated narrow-band vegetation indices for prediction of crop chlorophyll content for application to precision agriculture
    • Haboudane D., Miller J.R., Tremblay N., Zarco-Tejada P.J., Dextraze L. Integrated narrow-band vegetation indices for prediction of crop chlorophyll content for application to precision agriculture. Remote Sensing of Environment 2002, 81(2-3):416-426.
    • (2002) Remote Sensing of Environment , vol.81 , Issue.2-3 , pp. 416-426
    • Haboudane, D.1    Miller, J.R.2    Tremblay, N.3    Zarco-Tejada, P.J.4    Dextraze, L.5
  • 29
    • 0141792270 scopus 로고    scopus 로고
    • Reflectance measurement of canopy biomass and nitrogen status in wheat crops using normalized difference vegetation indices and partial least squares regression
    • Hansen P.M., Schjoerring J.K. Reflectance measurement of canopy biomass and nitrogen status in wheat crops using normalized difference vegetation indices and partial least squares regression. Remote Sensing of Environment 2003, 86(4):542-553.
    • (2003) Remote Sensing of Environment , vol.86 , Issue.4 , pp. 542-553
    • Hansen, P.M.1    Schjoerring, J.K.2
  • 30
    • 0035578649 scopus 로고    scopus 로고
    • Prediction of basic wood properties for Norway spruce. Interpretation of near infrared spectroscopy data using partial least squares regression
    • Hauksson J.B., Bergqvist G., Bergsten U., Sjöström M., Edlund U. Prediction of basic wood properties for Norway spruce. Interpretation of near infrared spectroscopy data using partial least squares regression. Wood Science and Technology 2001, 35(6):475-485.
    • (2001) Wood Science and Technology , vol.35 , Issue.6 , pp. 475-485
    • Hauksson, J.B.1    Bergqvist, G.2    Bergsten, U.3    Sjöström, M.4    Edlund, U.5
  • 31
    • 4544314243 scopus 로고    scopus 로고
    • Estimating foliage nitrogen concentration from HYMAP data using continuum removal analysis
    • Huang Z., Turner B.J., Dury S.J., Wallis I.R., Foley W.J. Estimating foliage nitrogen concentration from HYMAP data using continuum removal analysis. Remote Sensing of Environment 2004, 93(1-2):18-29.
    • (2004) Remote Sensing of Environment , vol.93 , Issue.1-2 , pp. 18-29
    • Huang, Z.1    Turner, B.J.2    Dury, S.J.3    Wallis, I.R.4    Foley, W.J.5
  • 32
    • 84874794550 scopus 로고    scopus 로고
    • ISO. ISO14502-1 Determination of Substances Characteristic of Green and Black Tea, Part 1: Content of Total polyphenols in Tea. Colorimetric method using Folin-Ciocalteu reagent, Switzerland.
    • ISO, 2005. ISO14502-1 Determination of Substances Characteristic of Green and Black Tea, Part 1: Content of Total polyphenols in Tea. Colorimetric method using Folin-Ciocalteu reagent, Switzerland.
    • (2005)
  • 34
    • 0033102275 scopus 로고    scopus 로고
    • Spectroscopic determination of leaf biochemistry using band-depth analysis of absorption features and stepwise multiple linear regression
    • Kokaly R.F., Clark R.N. Spectroscopic determination of leaf biochemistry using band-depth analysis of absorption features and stepwise multiple linear regression. Remote Sensing of Environment 1999, 67(3):267-287.
    • (1999) Remote Sensing of Environment , vol.67 , Issue.3 , pp. 267-287
    • Kokaly, R.F.1    Clark, R.N.2
  • 35
    • 67650227767 scopus 로고    scopus 로고
    • Characterizing canopy biochemistry from imaging spectroscopy and its application to ecosystem studies
    • Kokaly R.F., Asner G.P., Ollinger S.V., Martin M.E., Wessman C.A. Characterizing canopy biochemistry from imaging spectroscopy and its application to ecosystem studies. Remote Sensing of Environment 2009, 113(Suppl. 1):S78-S91.
    • (2009) Remote Sensing of Environment , vol.113 , Issue.SUPPL. 1
    • Kokaly, R.F.1    Asner, G.P.2    Ollinger, S.V.3    Martin, M.E.4    Wessman, C.A.5
  • 37
    • 0013307067 scopus 로고    scopus 로고
    • Imaging Spectrometry and Vegetation Science. Imaging Spectrometry
    • Kumar, L., Schmidt, K., Dury, S., Skidmore, A., 2001. Imaging Spectrometry and Vegetation Science. Imaging Spectrometry. Springer, pp. 111-155.
    • (2001) Springer , pp. 111-155
    • Kumar, L.1    Schmidt, K.2    Dury, S.3    Skidmore, A.4
  • 38
    • 13144263158 scopus 로고
    • An improved colorimetric determination of amino acids with the use of ninhydrin
    • Lee Y.P., Takahashi T. An improved colorimetric determination of amino acids with the use of ninhydrin. Analytical Biochemistry 1966, 14(1):71-77.
    • (1966) Analytical Biochemistry , vol.14 , Issue.1 , pp. 71-77
    • Lee, Y.P.1    Takahashi, T.2
  • 39
    • 84874815836 scopus 로고
    • A study on the relationship between main chemical components and quality of tea varieties
    • Lu J., We F., Li C. A study on the relationship between main chemical components and quality of tea varieties. Southwest China Journal of Agricultureal Sciences 1994, 7(Suppl.):1-4.
    • (1994) Southwest China Journal of Agricultureal Sciences , vol.7 , Issue.SUPPL. , pp. 1-4
    • Lu, J.1    We, F.2    Li, C.3
  • 41
    • 0037460631 scopus 로고    scopus 로고
    • Feasibility study for the use of near infrared spectroscopy in the qualitative and quantitative analysis of green tea, Camellia sinensis (L.)
    • Luypaert J., Zhang M.H., Massart D.L. Feasibility study for the use of near infrared spectroscopy in the qualitative and quantitative analysis of green tea, Camellia sinensis (L.). Analytica Chimica Acta 2003, 478(2):303-312.
    • (2003) Analytica Chimica Acta , vol.478 , Issue.2 , pp. 303-312
    • Luypaert, J.1    Zhang, M.H.2    Massart, D.L.3
  • 42
    • 0030616809 scopus 로고    scopus 로고
    • High spectral resolution remote sensing of forest canopy lignin, nitrogen, and ecosystem processes
    • Martin M.E., Aber J.D. High spectral resolution remote sensing of forest canopy lignin, nitrogen, and ecosystem processes. Ecological Applications 1997, 7(2):431-443.
    • (1997) Ecological Applications , vol.7 , Issue.2 , pp. 431-443
    • Martin, M.E.1    Aber, J.D.2
  • 43
    • 41249083674 scopus 로고    scopus 로고
    • Estimating and mapping grass phosphorus concentration in an African savanna using hyperspectral image data
    • Mutanga O., Kumar L. Estimating and mapping grass phosphorus concentration in an African savanna using hyperspectral image data. International Journal of Remote Sensing 2007, 28(21):4897-4911.
    • (2007) International Journal of Remote Sensing , vol.28 , Issue.21 , pp. 4897-4911
    • Mutanga, O.1    Kumar, L.2
  • 44
    • 16544375361 scopus 로고    scopus 로고
    • Hyperspectral band depth analysis for a better estimation of grass biomass (Cenchrus ciliaris) measured under controlled laboratory conditions
    • Mutanga O., Skidmore A.K. Hyperspectral band depth analysis for a better estimation of grass biomass (Cenchrus ciliaris) measured under controlled laboratory conditions. International Journal of Applied Earth Observation and Geoinformation 2004, 5(2):87-96.
    • (2004) International Journal of Applied Earth Observation and Geoinformation , vol.5 , Issue.2 , pp. 87-96
    • Mutanga, O.1    Skidmore, A.K.2
  • 46
    • 0035161978 scopus 로고    scopus 로고
    • Changes in the chemical and sensory quality parameters of black tea due to variations of fermentation time and temperature
    • Obanda M., Okinda Owuor P., Mang'oka R. Changes in the chemical and sensory quality parameters of black tea due to variations of fermentation time and temperature. Food Chemistry 2001, 75(4):395-404.
    • (2001) Food Chemistry , vol.75 , Issue.4 , pp. 395-404
    • Obanda, M.1    Okinda Owuor, P.2    Mang'oka, R.3
  • 47
    • 0028431034 scopus 로고
    • Reflectance indices associated with physiological changes in nitrogen- and water-limited sunflower leaves
    • Penuelas J., Gamon J., Fredeen A., Merino J., Field C. Reflectance indices associated with physiological changes in nitrogen- and water-limited sunflower leaves. Remote Sensing of Environment 1994, 48(2):135-146.
    • (1994) Remote Sensing of Environment , vol.48 , Issue.2 , pp. 135-146
    • Penuelas, J.1    Gamon, J.2    Fredeen, A.3    Merino, J.4    Field, C.5
  • 50
    • 78049404432 scopus 로고    scopus 로고
    • Impact of nitrogen supply on carbon/nitrogen allocation: a case study on amino acids and catechins in green tea [Camellia sinensis (L.) O. Kuntze] plants
    • Ruan J., Haerdter R., Gerendás J. Impact of nitrogen supply on carbon/nitrogen allocation: a case study on amino acids and catechins in green tea [Camellia sinensis (L.) O. Kuntze] plants. Plant Biology 2010, 12(5):724-734.
    • (2010) Plant Biology , vol.12 , Issue.5 , pp. 724-734
    • Ruan, J.1    Haerdter, R.2    Gerendás, J.3
  • 51
    • 22244442709 scopus 로고    scopus 로고
    • Molecular definition of black tea taste by means of quantitative studies, taste reconstitution, and omission experiments
    • Scharbert S., Hofmann T. Molecular definition of black tea taste by means of quantitative studies, taste reconstitution, and omission experiments. Journal of Agricultural and Food Chemistry 2005, 53(13):5377-5384.
    • (2005) Journal of Agricultural and Food Chemistry , vol.53 , Issue.13 , pp. 5377-5384
    • Scharbert, S.1    Hofmann, T.2
  • 53
    • 0033371675 scopus 로고    scopus 로고
    • Application of near-infrared reflectance spectroscopy to the simultaneous prediction of alkaloids and phenolic substances in green tea leaves
    • Schulz H., Engelhardt U.H., Wegent A., Drews H.H., Lapczynski S. Application of near-infrared reflectance spectroscopy to the simultaneous prediction of alkaloids and phenolic substances in green tea leaves. Journal of Agricultural and Food Chemistry 1999, 47(12):5064-5067.
    • (1999) Journal of Agricultural and Food Chemistry , vol.47 , Issue.12 , pp. 5064-5067
    • Schulz, H.1    Engelhardt, U.H.2    Wegent, A.3    Drews, H.H.4    Lapczynski, S.5
  • 55
    • 80052802540 scopus 로고    scopus 로고
    • Wavelength selection and spectral discrimination for paddy rice, with laboratory measurements of hyperspectral leaf reflectance
    • Song S., Gong W., Zhu B., Huang X. Wavelength selection and spectral discrimination for paddy rice, with laboratory measurements of hyperspectral leaf reflectance. ISPRS Journal of Photogrammetry and Remote Sensing 2011, 66(5):672-682.
    • (2011) ISPRS Journal of Photogrammetry and Remote Sensing , vol.66 , Issue.5 , pp. 672-682
    • Song, S.1    Gong, W.2    Zhu, B.3    Huang, X.4
  • 56
    • 0036325819 scopus 로고    scopus 로고
    • Spectral characteristics of lignin and soluble phenolics in the near infrared - a comparative study
    • Soukupova J., Rock B.N., Albrechtova J. Spectral characteristics of lignin and soluble phenolics in the near infrared - a comparative study. International Journal of Remote Sensing 2002, 23(15):3039-3055.
    • (2002) International Journal of Remote Sensing , vol.23 , Issue.15 , pp. 3039-3055
    • Soukupova, J.1    Rock, B.N.2    Albrechtova, J.3
  • 57
    • 85164278893 scopus 로고
    • Partial least squares analysis with cross-validation for the two-class problem: a Monte Carlo study
    • Ståhle L., Wold S. Partial least squares analysis with cross-validation for the two-class problem: a Monte Carlo study. Journal of Chemometrics 1987, 1(3):185-196.
    • (1987) Journal of Chemometrics , vol.1 , Issue.3 , pp. 185-196
    • Ståhle, L.1    Wold, S.2
  • 58
    • 0021644260 scopus 로고
    • Light scattering by leaf layers with application to canopy reflectance modeling: the SAIL model
    • Verhoef W. Light scattering by leaf layers with application to canopy reflectance modeling: the SAIL model. Remote Sensing of Environment 1984, 16(2):125-141.
    • (1984) Remote Sensing of Environment , vol.16 , Issue.2 , pp. 125-141
    • Verhoef, W.1
  • 59
    • 70449421668 scopus 로고    scopus 로고
    • Determination of total sugar and reducing sugar in Viola Philippicassp Munda W Becker by Anthrone colorimetry
    • (in Chinese).L S.
    • Wen C.F., Dong A.W., Li G.Z., L S., Lei Y. Determination of total sugar and reducing sugar in Viola Philippicassp Munda W Becker by Anthrone colorimetry. Modern Food Science and Technology 2005, 21(3):122-130. (in Chinese).
    • (2005) Modern Food Science and Technology , vol.21 , Issue.3 , pp. 122-130
    • Wen, C.F.1    Dong, A.W.2    Li, G.Z.3    Lei, Y.4
  • 61
    • 0024252391 scopus 로고
    • Remote sensing of canopy chemistry and nitrogen cycling in temperate forest ecosystems
    • Wessman C.A., Aber J.D., Peterson D.L., Melillo J.M. Remote sensing of canopy chemistry and nitrogen cycling in temperate forest ecosystems. Nature 1988, 335(6186):154-156.
    • (1988) Nature , vol.335 , Issue.6186 , pp. 154-156
    • Wessman, C.A.1    Aber, J.D.2    Peterson, D.L.3    Melillo, J.M.4
  • 66
    • 0028980520 scopus 로고
    • Predicting nitrogen and chlorophyll content and concentrations from reflectance spectra (400-2500nm) at leaf and canopy scales
    • Yoder B.J., Pettigrew-Crosby R.E. Predicting nitrogen and chlorophyll content and concentrations from reflectance spectra (400-2500nm) at leaf and canopy scales. Remote Sensing of Environment 1995, 53(3):199-211.
    • (1995) Remote Sensing of Environment , vol.53 , Issue.3 , pp. 199-211
    • Yoder, B.J.1    Pettigrew-Crosby, R.E.2
  • 67
    • 24944446612 scopus 로고    scopus 로고
    • China Agriculture Press, (in Chinese)
    • Yuan X. Tea Biochemistry 2003, China Agriculture Press, (in Chinese).
    • (2003) Tea Biochemistry
    • Yuan, X.1


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