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Volumn 2, Issue 1, 2008, Pages

Estimation of winter wheat grain crude protein content from in situ reflectance and advanced spaceborne thermal emission and reflection radiometer image

Author keywords

ASTER image; Canopy reflectance; Grain crude protein content; Nitrogen reflectance index (NRI); Winter wheat (Triticum aestivum L)

Indexed keywords

CROPS; NITROGEN FERTILIZERS; PROTEINS; QUALITY CONTROL; REFLECTION; REMOTE SENSING;

EID: 61349189785     PISSN: None     EISSN: 19313195     Source Type: Journal    
DOI: 10.1117/1.2968954     Document Type: Article
Times cited : (6)

References (36)
  • 1
    • 16844385334 scopus 로고    scopus 로고
    • Predicting grain protein content of winter wheat using remote sensing data based on nitrogen status and water stress
    • doi:10.1016/j.jag.2004.10.002
    • C. J. Zhao, L. L.Liu, J. H. Wang, W. J.Huang, X. Y. Song, and C J. Li, "Predicting grain protein content of winter wheat using remote sensing data based on nitrogen status and water stress," Int. J. Appl. Earth Observ. 7, 1-9 (2005) [doi:10.1016/j.jag.2004.10.002].
    • (2005) Int. J. Appl. Earth Observ , vol.7 , pp. 1-9
    • Zhao, C.J.1    Liu, L.L.2    Wang, J.H.3    Huang, W.J.4    Song, X.Y.5    Li, C.J.6
  • 2
    • 0023823253 scopus 로고
    • Numerical procedures and computer program for fitting an inverted Gaussian model to vegetation reflectance data
    • doi:10.1016/0098-3004(88)90065- 9
    • G. F. Bonham-Carter, "Numerical procedures and computer program for fitting an inverted Gaussian model to vegetation reflectance data," Comput Geosc. 14, 339-356 (1987) [doi:10.1016/0098-3004(88)90065- 9].
    • (1987) Comput Geosc , vol.14 , pp. 339-356
    • Bonham-Carter, G.F.1
  • 3
    • 0028326339 scopus 로고
    • Quantitative estimation of chlorophyll a using reflectance spectra: Experiments with autumn chestnut and maple leaves
    • B, doi:10.1016/1011-1344(93)06963-4
    • A. A. Gitelson and M.N. Merzlyak, "Quantitative estimation of chlorophyll a using reflectance spectra: Experiments with autumn chestnut and maple leaves," J. Photochem. Photobiol. (B) 22, 247-252 (1994) [doi:10.1016/1011-1344(93)06963-4].
    • (1994) J. Photochem. Photobiol , vol.22 , pp. 247-252
    • Gitelson, A.A.1    Merzlyak, M.N.2
  • 4
    • 3843076325 scopus 로고    scopus 로고
    • C. Ünsalan and K. L. Boyer, Linearized vegetation indices based on a formal statistical framework, IEEE Trans. Geosci Rem. Sens. 42 (7), 1575-1585 (2004) [doi: 10.1109/TGRS.2004.826787].
    • C. Ünsalan and K. L. Boyer, "Linearized vegetation indices based on a formal statistical framework," IEEE Trans. Geosci Rem. Sens. 42 (7), 1575-1585 (2004) [doi: 10.1109/TGRS.2004.826787].
  • 5
    • 1842533517 scopus 로고    scopus 로고
    • M. Saroj, C Patnaik, M. Chakraborty, and S. Panigrahy, Analysis of temporal backscattering of cotton crops using a semiempirical model, IEEE Trans. Geosci Rem. Sens. 42 (3), 577-587(2004) [doi: 10.1109/TGRS.2003.821888].
    • M. Saroj, C Patnaik, M. Chakraborty, and S. Panigrahy, "Analysis of temporal backscattering of cotton crops using a semiempirical model," IEEE Trans. Geosci Rem. Sens. 42 (3), 577-587(2004) [doi: 10.1109/TGRS.2003.821888].
  • 6
    • 0026472955 scopus 로고
    • Ratio analysis of reflectance spectra (RARS) III: An algorithm for the remote estimation of the concentrations of chlorophyll a, chlorophyll b, and carotenoids in soybean leaves
    • doi:10.1016/0034-4257(92)90089-3
    • E. W.Chappelle, M. S. Kim, and J. E. McMurtrey, "Ratio analysis of reflectance spectra (RARS) III: an algorithm for the remote estimation of the concentrations of chlorophyll a, chlorophyll b, and carotenoids in soybean leaves," Remote Sens Environ. 39, 239-247 (1992)[doi:10.1016/0034-4257(92)90089-3].
    • (1992) Remote Sens Environ , vol.39 , pp. 239-247
    • Chappelle, E.W.1    Kim, M.S.2    McMurtrey, J.E.3
  • 7
    • 0028813962 scopus 로고
    • Evaluating wheat nitrogen status with canopy reflectance indices and discriminate analysis
    • doi: 10.1051/agro:2004042
    • I. Filella, L. Serrano, J. Serra, and J. Peñuelas, "Evaluating wheat nitrogen status with canopy reflectance indices and discriminate analysis," Crop Sci. 35, 1400-1405 (1995) [doi: 10.1051/agro:2004042].
    • (1995) Crop Sci , vol.35 , pp. 1400-1405
    • Filella, I.1    Serrano, L.2    Serra, J.3    Peñuelas, J.4
  • 8
    • 0033810292 scopus 로고    scopus 로고
    • Differentiation among effects of nitrogen fertilization treatments on conifer seedlings by foliar reflectance: A comparison of methods
    • doi: 10.1111/j.1365-2494.2005.00491.x
    • J. A. Moran, A. K. Mitchell, G. Goodmanson, and K. A. Stockburger, "Differentiation among effects of nitrogen fertilization treatments on conifer seedlings by foliar reflectance: a comparison of methods," Tree Phys. 20, 1113-1120 (2000) [doi: 10.1111/j.1365-2494.2005.00491.x].
    • (2000) Tree Phys , vol.20 , pp. 1113-1120
    • Moran, J.A.1    Mitchell, A.K.2    Goodmanson, G.3    Stockburger, K.A.4
  • 9
    • 29244449867 scopus 로고    scopus 로고
    • Evaluation of chlorophyll meters as tools for N fertilization in winter wheat under humid Mediterranean conditions
    • doi: 10.1016/j.eja.2005.05.005
    • L. M. Arregui, B. Lasa, A. Lafarga, I. Iraneta, E. Baroja, and M. Quemada, "Evaluation of chlorophyll meters as tools for N fertilization in winter wheat under humid Mediterranean conditions," Eur J Agron. 24, 140-148 (2006) [doi: 10.1016/j.eja.2005.05.005].
    • (2006) Eur J Agron , vol.24 , pp. 140-148
    • Arregui, L.M.1    Lasa, B.2    Lafarga, A.3    Iraneta, I.4    Baroja, E.5    Quemada, M.6
  • 10
    • 0010764562 scopus 로고    scopus 로고
    • Interrelation between nitrogen status of the plants, leaf chlorophyll and grain yield in various winter wheat cultivars
    • doi: 10.1046/J.1439-0418.2002.00680.x
    • T. M. Shadchina, V. V. Dmitrtrieva, and V. V. Morgoun, "Interrelation between nitrogen status of the plants, leaf chlorophyll and grain yield in various winter wheat cultivars," Acta Agron. Hung. 46, 25-34 (1998) [doi: 10.1046/J.1439-0418.2002.00680.x].
    • (1998) Acta Agron. Hung , vol.46 , pp. 25-34
    • Shadchina, T.M.1    Dmitrtrieva, V.V.2    Morgoun, V.V.3
  • 11
    • 0034093972 scopus 로고    scopus 로고
    • Remote sensing of biomass and yield of winter wheat under different nitrogen supplies
    • doi: 10.1631/JZUS.2007.A0883
    • L. Serrano, I. Filella, and J. Peñuelas, "Remote sensing of biomass and yield of winter wheat under different nitrogen supplies," Crop Sci. 40, 723-731(2000) [doi: 10.1631/JZUS.2007.A0883].
    • (2000) Crop Sci , vol.40 , pp. 723-731
    • Serrano, L.1    Filella, I.2    Peñuelas, J.3
  • 12
    • 24944466817 scopus 로고    scopus 로고
    • Effects of nitrogen deficiency on photosynthetic traits of maize hybrids released in different years
    • doi:10.1093/aob/mci244
    • L. Ding, K. J. Wang, G. M. Jiang, D. K. Biswas, H. Xu, L. F. Li, and Y. H. Li, "Effects of nitrogen deficiency on photosynthetic traits of maize hybrids released in different years," Ann. Bot. 96, 925-930 (2005) [doi:10.1093/aob/mci244].
    • (2005) Ann. Bot , vol.96 , pp. 925-930
    • Ding, L.1    Wang, K.J.2    Jiang, G.M.3    Biswas, D.K.4    Xu, H.5    Li, L.F.6    Li, Y.H.7
  • 13
    • 0028042275 scopus 로고
    • Influence of N supply on development and dry matter accumulation of an old and new maize hybrid
    • D. E. McCullough, P. Giradin, M. Mihajlovic A. A. Guilera, and M.Tollenaar, "Influence of N supply on development and dry matter accumulation of an old and new maize hybrid," Cana. J. Plant Sci. 74, 471-477 (1994).
    • (1994) Cana. J. Plant Sci , vol.74 , pp. 471-477
    • McCullough, D.E.1    Giradin, P.2    Mihajlovic, M.3    Guilera, A.A.4    Tollenaar, M.5
  • 14
    • 33746339206 scopus 로고    scopus 로고
    • X. M. Xiao, Light absorption by leaf chlorophyll and maximum light use efficiency, IEEE Trans. Geosci Rem. Sens. 44(7), 1933- 1935(2006) [doi:10.1109/TGRS.2006.874796].
    • X. M. Xiao, "Light absorption by leaf chlorophyll and maximum light use efficiency," IEEE Trans. Geosci Rem. Sens. 44(7), 1933- 1935(2006) [doi:10.1109/TGRS.2006.874796].
  • 15
    • 30344475483 scopus 로고    scopus 로고
    • Relationship between the normalized SPAD index and the nitrogen nutrition index: Application to durum wheat
    • doi:10.1080/ 01904160500416471
    • P. Debaeke, P. Rouet, and E. Justes, "Relationship between the normalized SPAD index and the nitrogen nutrition index: Application to durum wheat," J. Plant Nutr. 29, 75-92 (2006) [doi:10.1080/ 01904160500416471].
    • (2006) J. Plant Nutr , vol.29 , pp. 75-92
    • Debaeke, P.1    Rouet, P.2    Justes, E.3
  • 16
    • 0017201212 scopus 로고
    • Bioenergetic considerations in cereal breeding for protein improvement
    • doi:10.1126/science.194.4272.1418
    • C. R. Bhatia and R. Rabson, "Bioenergetic considerations in cereal breeding for protein improvement," Science 194, 1418-1421 (1976) [doi:10.1126/science.194.4272.1418].
    • (1976) Science , vol.194 , pp. 1418-1421
    • Bhatia, C.R.1    Rabson, R.2
  • 17
    • 0000486919 scopus 로고
    • Influence of nitrogen fertilizer on the potential bread-baking quality of two wheat varieties differing in their responses to increasing nitrogen supplies
    • doi: 10.1111/J.1365-2621.2006.01422.X
    • P. Scheromm, G. Martin, A. Bergoin, and J. C. Autran, "Influence of nitrogen fertilizer on the potential bread-baking quality of two wheat varieties differing in their responses to increasing nitrogen supplies," Cereal Chem. 69, 664-670 (1992) [doi: 10.1111/J.1365-2621.2006.01422.X].
    • (1992) Cereal Chem , vol.69 , pp. 664-670
    • Scheromm, P.1    Martin, G.2    Bergoin, A.3    Autran, J.C.4
  • 18
    • 0029476774 scopus 로고
    • Time of nitrogen application: Effects on winter wheat and residual soil nitrate
    • R. K. Boman, R. L. Westerman, W. R. Raun, and M. E. Jojola, "Time of nitrogen application: effects on winter wheat and residual soil nitrate," Soil Sci. Soc. Am. J. 59, 1364-1369 (1995).
    • (1995) Soil Sci. Soc. Am. J , vol.59 , pp. 1364-1369
    • Boman, R.K.1    Westerman, R.L.2    Raun, W.R.3    Jojola, M.E.4
  • 19
    • 0034730832 scopus 로고    scopus 로고
    • Modeling nitrogen uptake and redistribution in wheat
    • doi:10.1016/S0378-4290(00)00103-9
    • P. D. Jamieson and M. A. Semenov, "Modeling nitrogen uptake and redistribution in wheat," Field Crops Res. 68, 21-29 (2000) [doi:10.1016/S0378-4290(00)00103-9].
    • (2000) Field Crops Res , vol.68 , pp. 21-29
    • Jamieson, P.D.1    Semenov, M.A.2
  • 20
    • 0031956430 scopus 로고    scopus 로고
    • Relationship of nitrogen management to winter wheat yield and grain protein in South Dakota
    • H. J. Woodard and A. Bly, "Relationship of nitrogen management to winter wheat yield and grain protein in South Dakota," J. Plant Nutr. 21, 217-233 (1998).
    • (1998) J. Plant Nutr , vol.21 , pp. 217-233
    • Woodard, H.J.1    Bly, A.2
  • 21
    • 3242764494 scopus 로고    scopus 로고
    • Inversion of foliar biochemical indicators at various physiological stages and grain quality indicators of winter wheat with canopy reflectance
    • doi:10.1080/ 01431160310001618095
    • W. J. Huang, J. H. Wang, Z. J. Wang, C. J. Zhao, and J. D. Wang, "Inversion of foliar biochemical indicators at various physiological stages and grain quality indicators of winter wheat with canopy reflectance," Int. J. Rem. Sens. 25 (12), 2409-2419 (2004) [doi:10.1080/ 01431160310001618095]
    • (2004) Int. J. Rem. Sens , vol.25 , Issue.12 , pp. 2409-2419
    • Huang, W.J.1    Wang, J.H.2    Wang, Z.J.3    Zhao, C.J.4    Wang, J.D.5
  • 22
    • 5644220466 scopus 로고    scopus 로고
    • Prediction of grain protein content in winter wheat (Triticum aestivum L.) using plant pigment ratio (PPR)
    • doi:10.1016/j.fcr.2004.04.004
    • Z. J. Wang, J. H. Wang, L.Y. Liu, and W. J. Huang, "Prediction of grain protein content in winter wheat (Triticum aestivum L.) using plant pigment ratio (PPR)," Field Crops Res. 90(2-3), 311-321(2004) [doi:10.1016/j.fcr.2004.04.004].
    • (2004) Field Crops Res , vol.90 , Issue.2-3 , pp. 311-321
    • Wang, Z.J.1    Wang, J.H.2    Liu, L.Y.3    Huang, W.J.4
  • 23
    • 0036323544 scopus 로고    scopus 로고
    • Integrated narrow-band vegetation indices for prediction of crop chlorophyll content for application to precision agriculture
    • doi:10.1016/S0034-4257(02)00018-4
    • H. Driss, R. M. John, T. Nicolas, J. Z. T. Pablo, and D. Louise, "Integrated narrow-band vegetation indices for prediction of crop chlorophyll content for application to precision agriculture," Rem. Sens Environ. 81, 416-426 (2002) [ doi:10.1016/S0034-4257(02)00018-4].
    • (2002) Rem. Sens Environ , vol.81 , pp. 416-426
    • Driss, H.1    John, R.M.2    Nicolas, T.3    Pablo, J.Z.T.4    Louise, D.5
  • 24
    • 0037431369 scopus 로고    scopus 로고
    • Leaf and spike reflectance of rice plants with contrasting nitrogen supplemental levels
    • doi:10.1080/0143116031000066288
    • Q. F. Zhou and J. H. Wang, "Leaf and spike reflectance of rice plants with contrasting nitrogen supplemental levels," Int. J. Rem. Sens. 24(7), 1587-1593 (2003) [doi:10.1080/0143116031000066288].
    • (2003) Int. J. Rem. Sens , vol.24 , Issue.7 , pp. 1587-1593
    • Zhou, Q.F.1    Wang, J.H.2
  • 25
    • 0035144811 scopus 로고    scopus 로고
    • Investigating a physical basis for spectroscopic estimates of leaf nitrogen content
    • doi:10.1016/S0034-4257(00)00163-2
    • R F. Kokaly, "Investigating a physical basis for spectroscopic estimates of leaf nitrogen content," Rem. Sens Environ. 75, 153-161(2001) [doi:10.1016/S0034-4257(00)00163-2].
    • (2001) Rem. Sens Environ , vol.75 , pp. 153-161
    • Kokaly, R.F.1
  • 26
    • 0036877134 scopus 로고    scopus 로고
    • Predicting grain yield and protein content in winter wheat and spring barley using repeated canopy reflectance measurements and partial least squares regression
    • doi: 10.1017/S0021859602002320
    • P. M. Hansen, J. R. Jørgensen, and A. Thomsen, "Predicting grain yield and protein content in winter wheat and spring barley using repeated canopy reflectance measurements and partial least squares regression," J. Agri. Sci. 139, 307-318 (2002) [doi: 10.1017/S0021859602002320]
    • (2002) J. Agri. Sci , vol.139 , pp. 307-318
    • Hansen, P.M.1    Jørgensen, J.R.2    Thomsen, A.3
  • 27
    • 33645711391 scopus 로고    scopus 로고
    • Predicting winter wheat condition, grain yield and protein content using Multi-temporal EnviSat-ASAR and Landsat TM satellite images
    • doi: 10.1080/01431160500296867
    • L. Y. Liu, J. H. Wang, Y. S. Bao. W. J. Huang, Z. H. Ma, and C. J. Zhao, "Predicting winter wheat condition, grain yield and protein content using Multi-temporal EnviSat-ASAR and Landsat TM satellite images," Int. J Rem. Sens. 27(4), 737-753 (2006) [doi: 10.1080/01431160500296867].
    • (2006) Int. J Rem. Sens , vol.27 , Issue.4 , pp. 737-753
    • Liu, L.Y.1    Wang, J.H.2    Bao, Y.S.3    Huang, W.J.4    Ma, Z.H.5    Zhao, C.J.6
  • 28
    • 0037430115 scopus 로고    scopus 로고
    • The empirical line method for the atmospheric correction of IKONOS imagery
    • doi: 10.1080/0143116021000026779
    • E. Karpouzli and T. Malthus, "The empirical line method for the atmospheric correction of IKONOS imagery," Int. J. Rem. Sens. 24(5), 1143-1150(2003) [doi: 10.1080/0143116021000026779].
    • (2003) Int. J. Rem. Sens , vol.24 , Issue.5 , pp. 1143-1150
    • Karpouzli, E.1    Malthus, T.2
  • 29
    • 0032732676 scopus 로고    scopus 로고
    • The use of the empirical line method to calibrate remotely sensed data to reflectance
    • doi: 10.1080/014311699211994
    • G. M. Smith and E. J. Milton, "The use of the empirical line method to calibrate remotely sensed data to reflectance," Int. J. Rem. Sens. 20(13), 2653-2662 (1999) [doi: 10.1080/014311699211994].
    • (1999) Int. J. Rem. Sens , vol.20 , Issue.13 , pp. 2653-2662
    • Smith, G.M.1    Milton, E.J.2
  • 30
    • 0001844190 scopus 로고
    • Copper enzymes in isolated chloroplasts Polyphenoloxidae in Beta vulgaris
    • D. I. Arnon, "Copper enzymes in isolated chloroplasts Polyphenoloxidae in Beta vulgaris," Plant Phys. 24, 1-15 (1949).
    • (1949) Plant Phys , vol.24 , pp. 1-15
    • Arnon, D.I.1
  • 31
    • 84875608070 scopus 로고    scopus 로고
    • J. M. Bremner, Ed., (Translated by Y. C. Cao), Method of soil nitrogen analysis, Beijing: Agricultural Press (1991).
    • J. M. Bremner, Ed., (Translated by Y. C. Cao), Method of soil nitrogen analysis, Beijing: Agricultural Press (1991).
  • 32
    • 0002653224 scopus 로고
    • A modified screening test for rapid estimation of gluten strength in early-generation durum wheat breeding lines
    • I. W. Dick and I. S. Quick, "A modified screening test for rapid estimation of gluten strength in early-generation durum wheat breeding lines," Cereal Chem. 60, 315-318 (1983).
    • (1983) Cereal Chem , vol.60 , pp. 315-318
    • Dick, I.W.1    Quick, I.S.2
  • 33
    • 0037611900 scopus 로고    scopus 로고
    • Evaluation and refinement of the nitrogen reflectance index (NRI) for site-specific fertilizer management
    • St. Joseph, MI, USA. ASAE Paper No. 01-11151
    • T. D. Schleicher, W. C. Bausch, J. A. Delgado, and P. D. Ayers. "Evaluation and refinement of the nitrogen reflectance index (NRI) for site-specific fertilizer management"," ASAE Annual International Meeting, St. Joseph, MI, USA. ASAE Paper No. 01-11151 (2001).
    • (2001) ASAE Annual International Meeting
    • Schleicher, T.D.1    Bausch, W.C.2    Delgado, J.A.3    Ayers, P.D.4
  • 35
    • 0000737477 scopus 로고
    • Effects of N nutrition on the growth yield, and reflectance characteristics of corn canopies
    • G. Walburg, M. E. Bauer, C. S. T. Daughtry, and T. L. Housley, "Effects of N nutrition on the growth yield, and reflectance characteristics of corn canopies," Agron. J. 74, 677-683 (1982).
    • (1982) Agron. J , vol.74 , pp. 677-683
    • Walburg, G.1    Bauer, M.E.2    Daughtry, C.S.T.3    Housley, T.L.4
  • 36
    • 0028253889 scopus 로고
    • Light reflectance compared with other nitrogen stress measurement in corn leaves
    • T. M. Blackmer, J. S. Schepers, and G. E. Varvel, "Light reflectance compared with other nitrogen stress measurement in corn leaves," Agron. J. 86, 934-938 (1994).
    • (1994) Agron. J , vol.86 , pp. 934-938
    • Blackmer, T.M.1    Schepers, J.S.2    Varvel, G.E.3


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