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Volumn 61, Issue 46, 2013, Pages 10901-10910

Diagnosing latent copper deficiency in intact barley leaves (Hordeum vulgare, L.) using near infrared spectroscopy

Author keywords

barley (Hordeum vulgare, L.); copper (Cu) deficiency; NIR; PCA; plant nutrition; PLSDA; spectroscopy

Indexed keywords

HORDEUM VULGARE; NIR; PCA; PLANT NUTRITION; PLSDA;

EID: 84888353660     PISSN: 00218561     EISSN: 15205118     Source Type: Journal    
DOI: 10.1021/jf402166g     Document Type: Article
Times cited : (22)

References (43)
  • 2
    • 1242322589 scopus 로고    scopus 로고
    • Laccases: Structure, reactions, distribution
    • Claus, H. Laccases: structure, reactions, distribution Micron 2004, 35, 93-6
    • (2004) Micron , vol.35 , pp. 93-96
    • Claus, H.1
  • 3
    • 12744279483 scopus 로고    scopus 로고
    • Rapid effect of copper on lignin biosynthesis in soybean roots
    • Lin, C.-C.; Chen, L.-M.; Liu, Z.-H. Rapid effect of copper on lignin biosynthesis in soybean roots Plant Sci. 2005, 168, 855-861
    • (2005) Plant Sci. , vol.168 , pp. 855-861
    • Lin, C.-C.1    Chen, L.-M.2    Liu, Z.-H.3
  • 5
    • 56649109721 scopus 로고    scopus 로고
    • Compositional characterization and imaging of "wall-bound" acylesters of Populus trichocarpa reveal differential accumulation of acyl molecules in normal and reactive woods
    • Gou, J. Y.; Park, S.; Yu, X. H.; Miller, L. M.; Liu, C. J. Compositional characterization and imaging of "wall-bound" acylesters of Populus trichocarpa reveal differential accumulation of acyl molecules in normal and reactive woods Planta 2008, 229, 15-24
    • (2008) Planta , vol.229 , pp. 15-24
    • Gou, J.Y.1    Park, S.2    Yu, X.H.3    Miller, L.M.4    Liu, C.J.5
  • 6
    • 0001249491 scopus 로고
    • Male-sterility and anther wall structure in copper-deficient plants
    • Dell, B. Male-sterility and anther wall structure in copper-deficient plants Ann. Bot. (Oxford, U.K.) 1981, 48, 599-608
    • (1981) Ann. Bot. (Oxford, U.K.) , vol.48 , pp. 599-608
    • Dell, B.1
  • 7
    • 0037781973 scopus 로고    scopus 로고
    • Role of nicotianamine in the intracellular delivery of metals and plant reproductive development
    • Takahashi, M.; Terada, Y.; Nakai, I.; Nakanishi, H.; Yoshimura, E.; Mori, S.; Nishizawa, N. K. Role of nicotianamine in the intracellular delivery of metals and plant reproductive development Plant Cell 2003, 15, 1263-1280
    • (2003) Plant Cell , vol.15 , pp. 1263-1280
    • Takahashi, M.1    Terada, Y.2    Nakai, I.3    Nakanishi, H.4    Yoshimura, E.5    Mori, S.6    Nishizawa, N.K.7
  • 8
    • 33745297557 scopus 로고    scopus 로고
    • Comparing soil and tissue testing of copper for early growth of wheat
    • Brennan, R. F.; Bolland, M. D. A. Comparing soil and tissue testing of copper for early growth of wheat Commun. Soil Sci. Plant Anal. 2006, 37, 1451-1470
    • (2006) Commun. Soil Sci. Plant Anal. , vol.37 , pp. 1451-1470
    • Brennan, R.F.1    Bolland, M.D.A.2
  • 9
    • 26744452725 scopus 로고
    • Development of an ELISA for estimation of the copper nutritional-status of wheat and cotton
    • Rao, N. R.; Ownby, J. D. Development of an ELISA for estimation of the copper nutritional-status of wheat and cotton Plant Soil 1993, 155, 453-456
    • (1993) Plant Soil , vol.155 , pp. 453-456
    • Rao, N.R.1    Ownby, J.D.2
  • 10
    • 2242465739 scopus 로고    scopus 로고
    • Near-infrared reflectance spectroscopy analysis of phosphorus in sugarcane leaves
    • Chen, M.; Glaz, B.; Gilbert, R. A.; Daroub, S. H.; Barton, F. E.; Wan, Y. Near-infrared reflectance spectroscopy analysis of phosphorus in sugarcane leaves Agron. J. 2002, 94, 1324-1331
    • (2002) Agron. J. , vol.94 , pp. 1324-1331
    • Chen, M.1    Glaz, B.2    Gilbert, R.A.3    Daroub, S.H.4    Barton, F.E.5    Wan, Y.6
  • 11
    • 2442700663 scopus 로고    scopus 로고
    • Quantification of nitrogen concentration in perennial ryegrass and red fescue using near-infrared reflectance spectroscopy (NIRS) and chemometrics
    • Gislum, R.; Micklander, E.; Nielsen, J. P. Quantification of nitrogen concentration in perennial ryegrass and red fescue using near-infrared reflectance spectroscopy (NIRS) and chemometrics Field Crops Res. 2004, 88, 269-277
    • (2004) Field Crops Res. , vol.88 , pp. 269-277
    • Gislum, R.1    Micklander, E.2    Nielsen, J.P.3
  • 12
    • 0041491228 scopus 로고    scopus 로고
    • Use of reflectance measurements for the early detection of N, P, Mg, and Fe deficiencies in Zea mays L
    • Graeff, S.; Steffens, D.; Schubert, S. Use of reflectance measurements for the early detection of N, P, Mg, and Fe deficiencies in Zea mays L J. Plant Nutr. Soil Sci. 2001, 164, 445-450
    • (2001) J. Plant Nutr. Soil Sci. , vol.164 , pp. 445-450
    • Graeff, S.1    Steffens, D.2    Schubert, S.3
  • 13
    • 33749639110 scopus 로고    scopus 로고
    • Pre-visual detection of iron and phosphorus deficiency by transformed reflectance spectra
    • Li, B.; Liew, O. W.; Asundi, A. K. Pre-visual detection of iron and phosphorus deficiency by transformed reflectance spectra J. Photochem. Photobiology., B 2006, 85, 131-9
    • (2006) J. Photochem. Photobiology., B , vol.85 , pp. 131-139
    • Li, B.1    Liew, O.W.2    Asundi, A.K.3
  • 14
    • 57349096485 scopus 로고    scopus 로고
    • Early diagnostics of macronutrient deficiencies in three legume species by color image analysis
    • Wiwart, M.; Fordoński, G.; ZÌuk-Gołaszewska, K.; Suchowilska, E. Early diagnostics of macronutrient deficiencies in three legume species by color image analysis Comput. Electron. Agric. 2009, 65, 125-132
    • (2009) Comput. Electron. Agric. , vol.65 , pp. 125-132
    • Wiwart, M.1    Fordoński, G.2    Zìuk-Gołaszewska, K.3    Suchowilska, E.4
  • 15
    • 84888316742 scopus 로고    scopus 로고
    • Spectrum Technologies, Inc. Spectrum Technologies Inc. Fairfax, VA.
    • Spectrum Technologies, Inc. SPAD 502 Plus Chlorophyll Meter, Product Manual; Spectrum Technologies Inc.: Fairfax, VA, 2011; http://www.specmeters. com/assets/1/22/2900P-SPAD-502.pdf.
    • (2011) SPAD 502 Plus Chlorophyll Meter, Product Manual
  • 16
    • 33947502992 scopus 로고    scopus 로고
    • Evaluating the relationship between leaf chlorophyll concentration and SPAD-502 chlorophyll meter readings
    • Uddling, J.; Gelang-Alfredsson, J.; Piikki, K.; Pleijel, H. Evaluating the relationship between leaf chlorophyll concentration and SPAD-502 chlorophyll meter readings Photosynth. Res. 2007, 91, 37-46
    • (2007) Photosynth. Res. , vol.91 , pp. 37-46
    • Uddling, J.1    Gelang-Alfredsson, J.2    Piikki, K.3    Pleijel, H.4
  • 18
    • 84879157484 scopus 로고    scopus 로고
    • Diagnosis of Deficiency and Toxicity of Nutrients
    • In, 3 rd ed. Marschner, P. Elsevier: London
    • Römheld, V. Diagnosis of Deficiency and Toxicity of Nutrients. In Mineral Nutrition of Higher Plants, 3 rd ed.; Marschner, P., Ed.; Elsevier: London, 2012; pp 299-312.
    • (2012) Mineral Nutrition of Higher Plants , pp. 299-312
    • Römheld, V.1
  • 19
    • 60449097159 scopus 로고    scopus 로고
    • Effects of salt and waterlogging stresses and their combination on leaf photosynthesis, chloroplast ATP synthesis, and antioxidant capacity in wheat
    • Zheng, C. F.; Jiang, D.; Liu, F. L.; Dai, T. B.; Jing, Q.; Cao, W. X. Effects of salt and waterlogging stresses and their combination on leaf photosynthesis, chloroplast ATP synthesis, and antioxidant capacity in wheat Plant Sci. 2009, 176, 575-582
    • (2009) Plant Sci. , vol.176 , pp. 575-582
    • Zheng, C.F.1    Jiang, D.2    Liu, F.L.3    Dai, T.B.4    Jing, Q.5    Cao, W.X.6
  • 20
    • 66649117142 scopus 로고    scopus 로고
    • Manganese deficiency leads to genotype-specific changes in fluorescence induction kinetics and state transitions
    • Husted, S.; Laursen, K. H.; Hebbern, C. A.; Schmidt, S. B.; Pedas, P.; Haldrup, A.; Jensen, P. E. Manganese deficiency leads to genotype-specific changes in fluorescence induction kinetics and state transitions Plant Physiol. 2009, 150, 825-833
    • (2009) Plant Physiol. , vol.150 , pp. 825-833
    • Husted, S.1    Laursen, K.H.2    Hebbern, C.A.3    Schmidt, S.B.4    Pedas, P.5    Haldrup, A.6    Jensen, P.E.7
  • 21
    • 84886294808 scopus 로고    scopus 로고
    • Latent manganese deficiency in barley can be diagnosed and remediated on the basis of chlorophyll a fluorescence measurements
    • 10.1007/s11104-013-1702-4
    • Schmidt, S. B.; Pedas, P.; Laursen, K. H.; Schjoerring, J. K.; Husted, S. Latent manganese deficiency in barley can be diagnosed and remediated on the basis of chlorophyll a fluorescence measurements Plant and Soil 2013, 10.1007/s11104-013-1702-4
    • (2013) Plant and Soil
    • Schmidt, S.B.1    Pedas, P.2    Laursen, K.H.3    Schjoerring, J.K.4    Husted, S.5
  • 22
    • 0000444532 scopus 로고
    • Determinations of total carotenoids and chlorophylls b of leaf extracts in different solvents
    • Lichtenthaler, H. K.; Wellburn, A. R. Determinations of total carotenoids and chlorophylls b of leaf extracts in different solvents Biochem. Soc. Trans. 1983, 11, 591-592
    • (1983) Biochem. Soc. Trans. , vol.11 , pp. 591-592
    • Lichtenthaler, H.K.1    Wellburn, A.R.2
  • 23
    • 0033045410 scopus 로고    scopus 로고
    • Using the acetyl bromide assay to determine lignin concentrations in herbaceous plants: Some cautionary notes
    • Hatfield, R. D.; Grabber, J.; Ralph, J.; Brei, K. Using the acetyl bromide assay to determine lignin concentrations in herbaceous plants: Some cautionary notes J. Agric. Food Chem. 1999, 47, 628-632
    • (1999) J. Agric. Food Chem. , vol.47 , pp. 628-632
    • Hatfield, R.D.1    Grabber, J.2    Ralph, J.3    Brei, K.4
  • 24
    • 51649096218 scopus 로고    scopus 로고
    • Rapid, microscale, acetyl bromide-based method for high-throughput determination of lignin content in Arabidopsis thaliana
    • Chang, X.; Chandra, R.; Berleth, T.; Beatson, R. Rapid, microscale, acetyl bromide-based method for high-throughput determination of lignin content in Arabidopsis thaliana J. Agric. Food Chem. 2008, 56, 6825-6834
    • (2008) J. Agric. Food Chem. , vol.56 , pp. 6825-6834
    • Chang, X.1    Chandra, R.2    Berleth, T.3    Beatson, R.4
  • 25
    • 0030356934 scopus 로고    scopus 로고
    • Reactions of lignin model beta-aryl ethers with acetyl bromide
    • Lu, F. C.; Ralph, J. Reactions of lignin model beta-aryl ethers with acetyl bromide Holzforschung 1996, 50, 360-364
    • (1996) Holzforschung , vol.50 , pp. 360-364
    • Lu, F.C.1    Ralph, J.2
  • 26
    • 0015322012 scopus 로고
    • Semi-micro method for determination of lignin and its use in predicting digestibility of forage crops
    • Morrison, I. M. Semi-micro method for determination of lignin and its use in predicting digestibility of forage crops J. Sci. Food Agric. 1972, 23, 455-463
    • (1972) J. Sci. Food Agric. , vol.23 , pp. 455-463
    • Morrison, I.M.1
  • 27
    • 69149105742 scopus 로고    scopus 로고
    • Multi-elemental fingerprinting of plant tissue by semi-quantitative ICP-MS and chemometrics
    • Laursen, K. H.; Hansen, T. H.; Persson, D. P.; Schjoerring, J. K.; Husted, S. Multi-elemental fingerprinting of plant tissue by semi-quantitative ICP-MS and chemometrics J. Anal. At. Spectrom. 2009, 24, 1198-1207
    • (2009) J. Anal. At. Spectrom. , vol.24 , pp. 1198-1207
    • Laursen, K.H.1    Hansen, T.H.2    Persson, D.P.3    Schjoerring, J.K.4    Husted, S.5
  • 28
    • 79955679094 scopus 로고    scopus 로고
    • Multielemental fingerprinting as a tool for authentication of organic wheat, barley, faba bean, and potato
    • Laursen, K. H.; Schjoerring, J. K.; Olesen, J. E.; Askegaard, M.; Halekoh, U.; Husted, S. Multielemental fingerprinting as a tool for authentication of organic wheat, barley, faba bean, and potato J. Agric. Food Chem. 2011, 59, 4385-4396
    • (2011) J. Agric. Food Chem. , vol.59 , pp. 4385-4396
    • Laursen, K.H.1    Schjoerring, J.K.2    Olesen, J.E.3    Askegaard, M.4    Halekoh, U.5    Husted, S.6
  • 29
    • 0022059848 scopus 로고
    • Linearization and scatter-correction for near-infrared reflectance spectra of meat
    • Geladi, P.; Macdougall, D.; Martens, H. Linearization and scatter-correction for near-infrared reflectance spectra of meat Appl. Spectrosc. 1985, 39, 491-500
    • (1985) Appl. Spectrosc. , vol.39 , pp. 491-500
    • Geladi, P.1    MacDougall, D.2    Martens, H.3
  • 31
    • 0037350844 scopus 로고    scopus 로고
    • Partial least squares for discrimination
    • Barker, M.; Rayens, W. Partial least squares for discrimination J. Chemom. 2003, 17, 166-173
    • (2003) J. Chemom. , vol.17 , pp. 166-173
    • Barker, M.1    Rayens, W.2
  • 32
    • 0002656714 scopus 로고
    • Selection of optimal regression models via cross-validation
    • Osten, D. W. Selection of optimal regression models via cross-validation J. Chemom. 1988, 2, 39-48
    • (1988) J. Chemom. , vol.2 , pp. 39-48
    • Osten, D.W.1
  • 33
    • 84982057237 scopus 로고
    • Effect of copper deficiency on phenolic and other constituents of wheat cell-walls
    • Robson, A. D.; Hartley, R. D.; Jarvis, S. C. Effect of copper deficiency on phenolic and other constituents of wheat cell-walls New Phytol. 1981, 89, 361-371
    • (1981) New Phytol. , vol.89 , pp. 361-371
    • Robson, A.D.1    Hartley, R.D.2    Jarvis, S.C.3
  • 34
    • 0023483526 scopus 로고
    • How carotenoids function in photosynthetic bacteria
    • Cogdell, R. J.; Frank, H. A. How carotenoids function in photosynthetic bacteria Biochim. Biophys. Acta 1987, 895, 63-79
    • (1987) Biochim. Biophys. Acta , vol.895 , pp. 63-79
    • Cogdell, R.J.1    Frank, H.A.2
  • 36
    • 0036689407 scopus 로고    scopus 로고
    • "is near infrared spectroscopy only as good as the laboratory reference values?" An empirical approach
    • Coates, D. B. "Is near infrared spectroscopy only as good as the laboratory reference values?" An empirical approach Spectrosc. Eur. 2002, 14, 24-26
    • (2002) Spectrosc. Eur. , vol.14 , pp. 24-26
    • Coates, D.B.1
  • 37
    • 84857232341 scopus 로고    scopus 로고
    • NIR analysis for batch process of ethanol precipitation coupled with a new calibration model updating strategy
    • Xu, B.; Wu, Z. S.; Lin, Z. Z.; Sui, C. L.; Shi, X. Y.; Qiao, Y. J. NIR analysis for batch process of ethanol precipitation coupled with a new calibration model updating strategy Anal. Chim. Acta 2012, 720, 22-28
    • (2012) Anal. Chim. Acta , vol.720 , pp. 22-28
    • Xu, B.1    Wu, Z.S.2    Lin, Z.Z.3    Sui, C.L.4    Shi, X.Y.5    Qiao, Y.J.6
  • 38
    • 1642292274 scopus 로고    scopus 로고
    • Near-infrared reflectance spectroscopy prediction of leaf and mineral concentrations in alfalfa
    • Halgerson, J. L.; Sheaffer, C. C.; Martin, N. P.; Peterson, P. R.; Weston, S. J. Near-infrared reflectance spectroscopy prediction of leaf and mineral concentrations in alfalfa Agron. J. 2004, 96, 344-351
    • (2004) Agron. J. , vol.96 , pp. 344-351
    • Halgerson, J.L.1    Sheaffer, C.C.2    Martin, N.P.3    Peterson, P.R.4    Weston, S.J.5
  • 40
    • 77949487353 scopus 로고    scopus 로고
    • Estimation of plant nutritional status by Vis-NIR spectrophotometric analysis on orange leaves [ Citrus sinensis (L) Osbeck cv Tarocco]
    • Menesatti, P.; Antonucci, F.; Pallottino, F.; Roccuzzo, G.; Allegra, M.; Stagno, F.; Intrigliolo, F. Estimation of plant nutritional status by Vis-NIR spectrophotometric analysis on orange leaves [ Citrus sinensis (L) Osbeck cv Tarocco] Biosyst. Eng. 2010, 105, 448-454
    • (2010) Biosyst. Eng. , vol.105 , pp. 448-454
    • Menesatti, P.1    Antonucci, F.2    Pallottino, F.3    Roccuzzo, G.4    Allegra, M.5    Stagno, F.6    Intrigliolo, F.7
  • 41
    • 0032824564 scopus 로고    scopus 로고
    • Functional copper requirement for catechol oxidase activity in plantation Eucalyptus species
    • Gherardi, M. J.; Dell, B.; Huang, L. Functional copper requirement for catechol oxidase activity in plantation Eucalyptus species Plant Soil 1999, 210, 75-81
    • (1999) Plant Soil , vol.210 , pp. 75-81
    • Gherardi, M.J.1    Dell, B.2    Huang, L.3
  • 42
    • 83055174051 scopus 로고    scopus 로고
    • Micronutrient limitations in two managed southern pine stands planted on Florida spodosols
    • Vogel, J. G.; Jokela, E. J. Micronutrient limitations in two managed southern pine stands planted on Florida spodosols Soil Sci. Soc. Am. J. 2011, 75, 1117
    • (2011) Soil Sci. Soc. Am. J. , vol.75 , pp. 1117
    • Vogel, J.G.1    Jokela, E.J.2
  • 43
    • 24944576102 scopus 로고    scopus 로고
    • Mineral nutrition of Prunus rootstocks: Leaf concentrations and diagnosis by vector analysis
    • Garcia, A. L.; Gallego, J.; Fuentes, V.; Nicolas, N.; Madrid, R. Mineral nutrition of Prunus rootstocks: Leaf concentrations and diagnosis by vector analysis Hortscience 2005, 40, 1670-1674
    • (2005) Hortscience , vol.40 , pp. 1670-1674
    • Garcia, A.L.1    Gallego, J.2    Fuentes, V.3    Nicolas, N.4    Madrid, R.5


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