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Volumn 55, Issue 5, 2015, Pages 1881-1890

Evaluating grain yield in spring wheat with canopy spectral reflectance

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TRITICUM AESTIVUM;

EID: 84939556532     PISSN: 0011183X     EISSN: 14350653     Source Type: Journal    
DOI: 10.2135/cropsci2014.08.0533     Document Type: Article
Times cited : (34)

References (49)
  • 1
    • 0034026627 scopus 로고    scopus 로고
    • Spectral vegetation indices as nondestructive tools for determining durum wheat yield
    • Aparicio, N., D. Villegas, J. Casadesus, J.L. Araus, and C. Royo. 1999. Spectral vegetation indices as nondestructive tools for determining durum wheat yield. Agron. J. 92:83–91.
    • (1999) Agron. J , vol.92 , pp. 83-91
    • Aparicio, N.1    Villegas, D.2    Casadesus, J.3    Araus, J.L.4    Royo, C.5
  • 2
    • 0036599442 scopus 로고    scopus 로고
    • Plant breeding and drought in C3 cereals: What should we breed for
    • Araus, J.L. 2002. Plant breeding and drought in C3 cereals: What should we breed for? Ann. Bot. (Lond.) 89:925–940. doi:10.1093/aob/mcf049
    • (2002) Ann. Bot. (Lond.) , vol.89 , pp. 925-940
    • Araus, J.L.1
  • 3
    • 84891372768 scopus 로고    scopus 로고
    • Field high-throughput phenotyping: The new crop breeding frontier
    • Araus, J., and J. Cairns. 2014. Field high-throughput phenotyping: The new crop breeding frontier. Trends Plant Sci. 19:52–61. doi:10.1016/j.tplants.2013.09.008
    • (2014) Trends Plant Sci , vol.19 , pp. 52-61
    • Araus, J.1    Cairns, J.2
  • 5
    • 33644970528 scopus 로고    scopus 로고
    • Spectral reflectance indices as a potential indirect selection criteria for wheat yield under irrigation
    • Babar, M.A., M.P. Reynolds, M. Van Ginkel, R. Klatt, W.R. Raun, and M.L. Stone. 2006a. Spectral reflectance indices as a potential indirect selection criteria for wheat yield under irrigation. Crop Sci. 46:578. doi:10.2135/cropsci2005.0059
    • (2006) Crop Sci , vol.46 , pp. 578
    • Babar, M.A.1    Reynolds, M.P.2    Van Ginkel, M.3    Klatt, R.4    Raun, W.R.5    Stone, M.L.6
  • 6
    • 33646454252 scopus 로고    scopus 로고
    • Spectral reflectance to estimate genetic variation for in-season biomass, leaf chlorophyll, and canopy temperature in wheat
    • Babar, M.A., M.P. Reynolds, M. Van Ginkel, R. Klatt, W.R. Raun, and M.L. Stone. 2006b. Spectral reflectance to estimate genetic variation for in-season biomass, leaf chlorophyll, and canopy temperature in wheat. Crop Sci. 46:1046. doi:10.2135/cropsci2005.0211
    • (2006) Crop Sci , vol.46 , pp. 1046
    • Babar, M.A.1    Reynolds, M.P.2    Van Ginkel, M.3    Klatt, R.4    Raun, W.R.5    Stone, M.L.6
  • 7
    • 33748664197 scopus 로고    scopus 로고
    • The potential of using spectral reflectance indices to estimate yield in wheat grown under reduced irrigation
    • Babar, M.A., M. Van Ginkel, R. Klatt, B. Prasad, and M.P. Reynolds. 2006c. The potential of using spectral reflectance indices to estimate yield in wheat grown under reduced irrigation. Euphytica 150:155–172. doi:10.1007/s10681-006-9104-9
    • (2006) Euphytica , vol.150 , pp. 155-172
    • Babar, M.A.1    Van Ginkel, M.2    Klatt, R.3    Prasad, B.4    Reynolds, M.P.5
  • 8
    • 0033230168 scopus 로고    scopus 로고
    • Relationships between spectral reflectance and pigment concentrations in stacks of deciduous broadleaves
    • Blackburn, G.A. 1999. Relationships between spectral reflectance and pigment concentrations in stacks of deciduous broadleaves. Remote Sens. Environ. 70:224–237. doi:10.1016/S0034-4257(99)00048-6
    • (1999) Remote Sens. Environ , vol.70 , pp. 224-237
    • Blackburn, G.A.1
  • 10
    • 84862075549 scopus 로고    scopus 로고
    • High-throughput phenotyping and genomic selection: The frontiers of crop breeding converge genomic selection: A step forward
    • Cabrera-Bosquet, L., J. Crossa, J. Von Zitzewitz, M.D. Serred, and L. Araus. 2012. High-throughput phenotyping and genomic selection: The frontiers of crop breeding converge genomic selection: A step forward. J. Integr. Plant Biol. 54:312–320. doi:10.1111/j.1744-7909.2012.01116.x
    • (2012) J. Integr. Plant Biol , vol.54 , pp. 312-320
    • Cabrera-Bosquet, L.1    Crossa, J.2    Von Zitzewitz, J.3    Serred, M.D.4    Araus, L.5
  • 12
    • 0016722163 scopus 로고
    • On augmented designs biometrics
    • Federer, W.T., and D. Raghavarao. 1975. On augmented designs biometrics. Biometrics 31:29–35.
    • (1975) Biometrics , vol.31 , pp. 29-35
    • Federer, W.T.1    Raghavarao, D.2
  • 14
    • 40649124517 scopus 로고    scopus 로고
    • Monitoring leaf nitrogen accumulation in wheat with hyper-spectral remote sensing
    • Feng, W., Y. Zhu, Y. Tian, W. Cao, X. Yao, and Y. Li. 2011. Monitoring leaf nitrogen accumulation in wheat with hyper-spectral remote sensing. Acta Ecol. Sin. 28:23–32.
    • (2011) Acta Ecol. Sin , vol.28 , pp. 23-32
    • Feng, W.1    Zhu, Y.2    Tian, Y.3    Cao, W.4    Yao, X.5    Li, Y.6
  • 15
    • 37449009424 scopus 로고    scopus 로고
    • Cereal breeding takes a walk on the wild side
    • Feuillet, C., P. Langridge, and R. Waugh. 2008. Cereal breeding takes a walk on the wild side. Trends Genet. 24:24–32. doi:10.1016/j.tig.2007.11.001
    • (2008) Trends Genet , vol.24 , pp. 24-32
    • Feuillet, C.1    Langridge, P.2    Waugh, R.3
  • 16
    • 79951928314 scopus 로고    scopus 로고
    • Wheat physiology: A review of recent developments
    • Fischer, R. 2011. Wheat physiology: A review of recent developments. Crop Pasture Sci. 62:95–114. doi:10.1071/CP10344
    • (2011) Crop Pasture Sci , vol.62 , pp. 95-114
    • Fischer, R.1
  • 17
    • 77952822469 scopus 로고    scopus 로고
    • Breeding and cereal yield progress
    • Fischer, R.A., and G.O. Edmeades. 2010. Breeding and cereal yield progress. Crop Sci. 50:S85–S98. doi:10.2135/cropsci2009.04.0225
    • (2010) Crop Sci , vol.50 , pp. 85-98
    • Fischer, R.A.1    Edmeades, G.O.2
  • 19
    • 78650098407 scopus 로고    scopus 로고
    • Genetic improvement in winter wheat yields in the great plains of North America, 1959–2008
    • Graybosch, R.A., and C.J. Peterson. 2010. Genetic improvement in winter wheat yields in the great plains of North America, 1959–2008. Crop Sci. 50:1882–1890. doi:10.2135/cropsci2009.11.0685
    • (2010) Crop Sci , vol.50 , pp. 1882-1890
    • Graybosch, R.A.1    Peterson, C.J.2
  • 20
    • 77954776252 scopus 로고    scopus 로고
    • Association of water spectral indices with plant and soil water relations in contrasting wheat genotypes
    • Gutierrez, M., M.P. Reynolds, and A.R. Klatt. 2010a. Association of water spectral indices with plant and soil water relations in contrasting wheat genotypes. J. Exp. Bot. 61:3291–3303. doi:10.1093/jxb/erq156
    • (2010) J. Exp. Bot , vol.61 , pp. 3291-3303
    • Gutierrez, M.1    Reynolds, M.P.2    Klatt, A.R.3
  • 21
    • 74349114329 scopus 로고    scopus 로고
    • Spectral water indices for assessing yield in elite bread wheat genotypes under well-irrigated, water-stressed, and high-temperature conditions
    • Gutierrez, M., M.P. Reynolds, W.R. Raun, M.L. Stone, and A.R. Klatt. 2010b. Spectral water indices for assessing yield in elite bread wheat genotypes under well-irrigated, water-stressed, and high-temperature conditions. Crop Sci. 50:197–214. doi:10.2135/cropsci2009.07.0381
    • (2010) Crop Sci , vol.50 , pp. 197-214
    • Gutierrez, M.1    Reynolds, M.P.2    Raun, W.R.3    Stone, M.L.4    Klatt, A.R.5
  • 22
    • 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
    • Hansen, P. 2002. Predicting grain yield and protein content in winter wheat and spring barley using repeated canopy reflectance measurements and partial least squares regression. J. Agric. Sci. 139:307–318. doi:10.1017/S0021859602002320
    • (2002) J. Agric. Sci , vol.139 , pp. 307-318
    • Hansen, P.1
  • 23
    • 0012736946 scopus 로고    scopus 로고
    • Remote sensing modeling analysis of spectral measurements in paddy field for predicting rice growth and yield based on a simple crop simulation model
    • Inoue, Y., and M.S. Moran. 1998. Remote sensing modeling analysis of spectral measurements in paddy field for predicting rice growth and yield based on a simple crop simulation model. Plant Prod. Sci. 1:269–279. doi:10.1626/pps.1.269
    • (1998) Plant Prod. Sci , vol.1 , pp. 269-279
    • Inoue, Y.1    Moran, M.S.2
  • 24
    • 80455130002 scopus 로고    scopus 로고
    • Agronomic characteristics and grain yield of 30 spring wheat genotypes under drought stress and nonstress conditions
    • Li, P., J. Chen, and P. Wu. 2011. Agronomic characteristics and grain yield of 30 spring wheat genotypes under drought stress and nonstress conditions. Agron. J. 103:1619–1628. doi:10.2134/agronj2011.0013
    • (2011) Agron. J , vol.103 , pp. 1619-1628
    • Li, P.1    Chen, J.2    Wu, P.3
  • 26
    • 0004020721 scopus 로고
    • Measurement and use of excised-leaf water status in wheat
    • McCaig, T.N., and I. Romagosa. 1989. Measurement and use of excised-leaf water status in wheat. Crop Sci. 29:1140–1145. doi:10.2135/cropsci1989.0011183X002900050008x
    • (1989) Crop Sci , vol.29 , pp. 1140-1145
    • McCaig, T.N.1    Romagosa, I.2
  • 27
    • 0027788685 scopus 로고
    • The reflectance at the 950–970 nm region as an indicator of plant water status
    • Penuelas, J., I. Filella, C. Biel, L. Serrano, and R. Savé. 1993. The reflectance at the 950–970 nm region as an indicator of plant water status. Int. J. Remote Sens. 14:1887–1905. doi:10.1080/01431169308954010
    • (1993) Int. J. Remote Sens , vol.14 , pp. 1887-1905
    • Penuelas, J.1    Filella, I.2    Biel, C.3    Serrano, L.4    Savé, R.5
  • 28
    • 0031231619 scopus 로고    scopus 로고
    • Photochemical reflectance index and leaf photosynthetic radiation-use-efficiency assessment in Mediterranean trees
    • Penuelas, J., J. Llusia, J. Pinol, and I. Filella. 1997a. Photochemical reflectance index and leaf photosynthetic radiation-use-efficiency assessment in Mediterranean trees. Int. J. Remote Sens. 18:2863–2868. doi:10.1080/014311697217387
    • (1997) Int. J. Remote Sens , vol.18 , pp. 2863-2868
    • Penuelas, J.1    Llusia, J.2    Pinol, J.3    Filella, I.4
  • 29
    • 0031225091 scopus 로고    scopus 로고
    • Estimation of plant water concentration by the reflectance Water Index WI (R900/R970)
    • Penuelas, J., J. Pinol, R. Ogaya, and I. Filella. 1997b. Estimation of plant water concentration by the reflectance Water Index WI (R900/R970). Int. J. Remote Sens. 18:2869–2875. doi:10.1080/014311697217396
    • (1997) Int. J. Remote Sens , vol.18 , pp. 2869-2875
    • Penuelas, J.1    Pinol, J.2    Ogaya, R.3    Filella, I.4
  • 30
    • 84864505773 scopus 로고    scopus 로고
    • Green revolution: Impacts, limits, and the path ahead
    • Pingali, P.L. 2012. Green revolution: Impacts, limits, and the path ahead. Proc. Natl. Acad. Sci. USA 109:12302–12308. doi:10.1073/pnas.0912953109
    • (2012) Proc. Natl. Acad. Sci. USA , vol.109 , pp. 12302-12308
    • Pingali, P.L.1
  • 31
    • 34547571756 scopus 로고    scopus 로고
    • Genetic Analysis of Indirect Selection for Winter Wheat Grain Yield Using Spectral Reflectance Indices
    • Prasad, B., B.F. Carver, M.L. Stone, M.A. Babar, W.R. Raun, and A.R. Klatt. 2007a. Genetic Analysis of Indirect Selection for Winter Wheat Grain Yield Using Spectral Reflectance Indices. Crop Sci. 47:1416–1425. doi:10.2135/cropsci2006.08.0546
    • (2007) Crop Sci , vol.47 , pp. 1416-1425
    • Prasad, B.1    Carver, B.F.2    Stone, M.L.3    Babar, M.A.4    Raun, W.R.5    Klatt, A.R.6
  • 32
    • 34547563192 scopus 로고    scopus 로고
    • Potential use of spectral reflectance indices as a selection tool for grain yield in winter wheat under Great Plains conditions
    • Prasad, B., B.F. Carver, M.L. Stone, M.A. Babar, W.R. Raun, and A.R. Klatt. 2007b. Potential use of spectral reflectance indices as a selection tool for grain yield in winter wheat under Great Plains conditions. Crop Sci. 47:1426–1440. doi:10.2135/cropsci2006.07.0492
    • (2007) Crop Sci , vol.47 , pp. 1426-1440
    • Prasad, B.1    Carver, B.F.2    Stone, M.L.3    Babar, M.A.4    Raun, W.R.5    Klatt, A.R.6
  • 33
    • 0035141024 scopus 로고    scopus 로고
    • In-season prediction of potential grain yield in winter wheat using canopy reflectance
    • Raun, W., J. Solie, and G. Johnson. 2001. In-season prediction of potential grain yield in winter wheat using canopy reflectance. Agron. J. 93:131. doi:10.2134/agronj2001.931131x
    • (2001) Agron. J , vol.93 , pp. 131
    • Raun, W.1    Solie, J.2    Johnson, G.3
  • 34
    • 84879248721 scopus 로고    scopus 로고
    • Yield trends are insufficient to double global crop production by 2050
    • Ray, D.K., N.D. Mueller, P.C. West, and J.A. Foley. 2013. Yield trends are insufficient to double global crop production by 2050. PLoS ONE 8:E66428. doi:10.1371/journal.pone.0066428
    • (2013) Plos ONE , vol.8 , pp. 66428
    • Ray, D.K.1    Mueller, N.D.2    West, P.C.3    Foley, J.A.4
  • 38
    • 84920622403 scopus 로고    scopus 로고
    • SAS Institute, SAS Inst. Inc., Cary, NC
    • SAS Institute. 2013. JMP version 11. SAS Inst. Inc., Cary, NC
    • (2013) JMP Version 11
  • 39
    • 84864395100 scopus 로고    scopus 로고
    • The twenty-first century, the century of plant breeding
    • Stamp, P., and R. Visser. 2012. The twenty-first century, the century of plant breeding. Euphytica 186:585–591. doi:10.1007/s10681-012-0743-8
    • (2012) Euphytica , vol.186 , pp. 585-591
    • Stamp, P.1    Visser, R.2
  • 40
    • 33751109257 scopus 로고    scopus 로고
    • In-season prediction of corn grain yield potential using normalized difference vegetation index
    • Teal, R., B. Tubana, and K. Girma. 2006. In-season prediction of corn grain yield potential using normalized difference vegetation index. Agron. J. 98:1488–1494. doi:10.2134/agronj2006.0103
    • (2006) Agron. J , vol.98 , pp. 1488-1494
    • Teal, R.1    Tubana, B.2    Girma, K.3
  • 41
    • 0022927223 scopus 로고
    • Satellite remote sensing of primary production
    • Tucker, C., and P. Sellers. 1986. Satellite remote sensing of primary production. Int. J. Remote Sens. 7:1395–1416. doi:10.1080/01431168608948944
    • (1986) Int. J. Remote Sens , vol.7 , pp. 1395-1416
    • Tucker, C.1    Sellers, P.2
  • 42
    • 40649124517 scopus 로고    scopus 로고
    • Monitoring leaf nitrogen accumulation in wheat with hyper-spectral remote sensing
    • Wei, F., Z. Yan, T. Yongchao, C. Weixing, Y. Xia, and L. Yingxue. 2008. Monitoring leaf nitrogen accumulation in wheat with hyper-spectral remote sensing. Acta Ecol. Sci. 28:23–32. doi:10.1016/S1872-2032(08)60018-9
    • (2008) Acta Ecol. Sci , vol.28 , pp. 23-32
    • Wei, F.1    Yan, Z.2    Yongchao, T.3    Weixing, C.4    Xia, Y.5    Yingxue, L.6
  • 43
    • 15744397188 scopus 로고    scopus 로고
    • Canopy reflectance estimation of wheat nitrogen content for grain protein management
    • Wright, D., V. Rasmussen, R. Ramsey, D. Baker, and J. Ellsworth. 2004. Canopy reflectance estimation of wheat nitrogen content for grain protein management. GIScience Remote Sens. 41:287–300. doi:10.2747/1548-1603.41.4.287
    • (2004) Giscience Remote Sens , vol.41 , pp. 287-300
    • Wright, D.1    Rasmussen, V.2    Ramsey, R.3    Baker, D.4    Ellsworth, J.5
  • 44
    • 84904491444 scopus 로고    scopus 로고
    • Managing grain protein in wheat using remote sensing. Online
    • Wright, D., and G. Ritchie. 2003. Managing grain protein in wheat using remote sensing. Online J. Sp. Commun. 3(1992).
    • (2003) J. Sp. Commun , vol.3 , Issue.1992
    • Wright, D.1    Ritchie, G.2
  • 45
    • 7144227261 scopus 로고    scopus 로고
    • Plant traits related to yield of wheat in early, late, or continuous drought conditions
    • Van Ginkel, M., and D. Calhoun. 1998. Plant traits related to yield of wheat in early, late, or continuous drought conditions. Euphytica 100:109–121.
    • (1998) Euphytica , vol.100 , pp. 109-121
    • Van Ginkel, M.1    Calhoun, D.2
  • 46
    • 0742285064 scopus 로고    scopus 로고
    • Monitoring leaf nitrogen status in rice with canopy spectral reflectance
    • Xue, L., W. Cao, W. Luo, T. Dai, and Y. Zhu. 2004. Monitoring leaf nitrogen status in rice with canopy spectral reflectance. Agron. J. 96:135–142. doi:10.2134/agronj2004.0135
    • (2004) Agron. J , vol.96 , pp. 135-142
    • Xue, L.1    Cao, W.2    Luo, W.3    Dai, T.4    Zhu, Y.5
  • 47
    • 84898450287 scopus 로고    scopus 로고
    • Association mapping of Hagberg falling number in hard white spring wheat
    • Zhang, J., J. Chen, B.C. Bowman, K. O’Brian, J. Marshall, and J.M. Bonman. 2014. Association mapping of Hagberg falling number in hard white spring wheat. Crop Sci. 54:1243–1252. doi:10.2135/cropsci2013.08.0551
    • (2014) Crop Sci , vol.54 , pp. 1243-1252
    • Zhang, J.1    Chen, J.2    Bowman, B.C.3    O’Brian, K.4    Marshall, J.5    Bonman, J.M.6
  • 48
    • 0344961770 scopus 로고    scopus 로고
    • Corn (Zea mays L.) growth, leaf pigment concentration, photosynthesis and leaf hyperspectral reflectance properties as affected by nitrogen supply
    • Zhao, D., K. Raja Reddy, V.G. Kakani, J.J. Read, and G.A. Carter. 2003. Corn (Zea mays L.) growth, leaf pigment concentration, photosynthesis and leaf hyperspectral reflectance properties as affected by nitrogen supply. Plant Soil 257:205–218. doi:10.1023/A:1026233732507
    • (2003) Plant Soil , vol.257 , pp. 205-218
    • Zhao, D.1    Raja Reddy, K.2    Kakani, V.G.3    Read, J.J.4    Carter, G.A.5
  • 49
    • 38349156654 scopus 로고    scopus 로고
    • Analysis of common canopy vegetation indices for indicating leaf nitrogen accumulations in wheat and rice
    • Zhu, Y., X. Yao, Y. Tian, X. Liu, and W. Cao. 2008. Analysis of common canopy vegetation indices for indicating leaf nitrogen accumulations in wheat and rice. Int. J. Appl. Earth Obs. Geoinf. 10:1–10. doi:10.1016/j.jag.2007.02.006
    • (2008) Int. J. Appl. Earth Obs. Geoinf , vol.10 , pp. 1-10
    • Zhu, Y.1    Yao, X.2    Tian, Y.3    Liu, X.4    Cao, W.5


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