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Volumn 3, Issue 3, 2015, Pages 200-210

Grain yield losses in yellow-rusted durum wheat estimated using digital and conventional parameters under field conditions

Author keywords

Field phenotyping; NDVI; Phenology, Puccinia striiformis RGB based indices; Triticum durum; Wheat yellow rust

Indexed keywords


EID: 85009074802     PISSN: 20955421     EISSN: 22145141     Source Type: Journal    
DOI: 10.1016/j.cj.2015.03.003     Document Type: Article
Times cited : (60)

References (66)
  • 2
    • 84995599771 scopus 로고    scopus 로고
    • Statistical yearbook 2013
    • FAO Rome
    • [2] FAO, Statistical yearbook 2013. World Food and Agriculture, 2013, FAO, Rome.
    • (2013) World Food and Agriculture
    • FAO1
  • 5
    • 85009075504 scopus 로고    scopus 로고
    • Evolución de la virulencia a la roya amarilla del Trigo en España: 2010–2013 Limagrain Ibérica
    • [5] Sanchez-Monge, E., Evolution of wheat yellow rust virulence in Spain: 2010–2013 (Trans.) Evolución de la virulencia a la roya amarilla del Trigo en España: 2010–2013, 2013, Limagrain, Ibérica.
    • (2013) Evolution of wheat yellow rust virulence in Spain: 2010–2013
    • Sanchez-Monge, E.1
  • 6
    • 0036176479 scopus 로고    scopus 로고
    • Clonality and long-distance migration of Puccinia striiformis f. sp. tritici in north-west Europe
    • [6] Hovmøller, M.S., Justesen, A.F., Brown, J.K.M., Clonality and long-distance migration of Puccinia striiformis f. sp. tritici in north-west Europe. Plant Pathol. 51 (2002), 24–32.
    • (2002) Plant Pathol. , vol.51 , pp. 24-32
    • Hovmøller, M.S.1    Justesen, A.F.2    Brown, J.K.M.3
  • 7
    • 84899421105 scopus 로고    scopus 로고
    • Wheat stripe (yellow) rust caused by Puccinia striiformis f. sp. tritici
    • [7] Chen, W., Wellings, C., Chen, X., Kang, Z., Liu, T., Wheat stripe (yellow) rust caused by Puccinia striiformis f. sp. tritici. Mol. Plant Pathol. 15 (2014), 433–446.
    • (2014) Mol. Plant Pathol. , vol.15 , pp. 433-446
    • Chen, W.1    Wellings, C.2    Chen, X.3    Kang, Z.4    Liu, T.5
  • 8
    • 85009107744 scopus 로고    scopus 로고
    • El desarrollo de la roya amarilla en los trigos de Castilla y León May Agricultural Technology Institute (ITA), Government of Castilla y León, Ministry of Agriculture and Livestock May Valladolid May
    • [8] Aparicio Gutierrez, N., Carnicero Saldaña, C., Puertas Jorde, F.J., Yellow rust development on the wheats of Castilla y León (Trans.) El desarrollo de la roya amarilla en los trigos de Castilla y León, May 2014, Agricultural Technology Institute (ITA), Government of Castilla y León, Ministry of Agriculture and Livestock, Valladolid.
    • (2014) Yellow rust development on the wheats of Castilla y León
    • Aparicio Gutierrez, N.1    Carnicero Saldaña, C.2    Puertas Jorde, F.J.3
  • 9
    • 84891372768 scopus 로고    scopus 로고
    • Field high-throughput phenotyping—the new crop breeding frontier
    • [9] Araus, J.L., Cairns, J., Field high-throughput phenotyping—the new crop breeding frontier. Trends Plant Sci. 19 (2014), 52–61.
    • (2014) Trends Plant Sci. , vol.19 , pp. 52-61
    • Araus, J.L.1    Cairns, J.2
  • 10
    • 56849108613 scopus 로고    scopus 로고
    • Breeding for yield potential and stress adaptation in cereals
    • [10] Araus, J.L., Slafer, G.A., Royo, C., Serret, M.D., Breeding for yield potential and stress adaptation in cereals. Crit. Rev. Plant Sci. 27 (2008), 1–36.
    • (2008) Crit. Rev. Plant Sci. , vol.27 , pp. 1-36
    • Araus, J.L.1    Slafer, G.A.2    Royo, C.3    Serret, M.D.4
  • 12
    • 84875426911 scopus 로고    scopus 로고
    • Next-generation phenotyping: requirements and strategies for enhancing our understanding of genotype–phenotype relationships and its relevance to crop improvement
    • [12] Cobb, J.N., DeClerck, G., Greenberg, A., Clark, R., McCouch, S., Next-generation phenotyping: requirements and strategies for enhancing our understanding of genotype–phenotype relationships and its relevance to crop improvement. Theor. Appl. Genet. 126 (2013), 867–887.
    • (2013) Theor. Appl. Genet. , vol.126 , pp. 867-887
    • Cobb, J.N.1    DeClerck, G.2    Greenberg, A.3    Clark, R.4    McCouch, S.5
  • 13
    • 83055180602 scopus 로고    scopus 로고
    • Phenomics — technologies to relieve the phenotyping bottleneck
    • [13] Furbank, R.T., Tester, M., Phenomics — technologies to relieve the phenotyping bottleneck. Trends Plant Sci. 16 (2011), 635–644.
    • (2011) Trends Plant Sci. , vol.16 , pp. 635-644
    • Furbank, R.T.1    Tester, M.2
  • 14
    • 0031963207 scopus 로고    scopus 로고
    • Reflectance wavebands and indices for remote estimation of photosynthesis and stomatal conductance in pine canopies
    • [14] Carter, G.A., Reflectance wavebands and indices for remote estimation of photosynthesis and stomatal conductance in pine canopies. Remote Sens. Environ. 63 (1998), 61–72.
    • (1998) Remote Sens. Environ. , vol.63 , pp. 61-72
    • Carter, G.A.1
  • 15
    • 0024165401 scopus 로고
    • A soil adjusted vegetation index (SAVI)
    • [15] Huete, A.R., A soil adjusted vegetation index (SAVI). Remote Sens. Environ. 25 (1988), 295–309.
    • (1988) Remote Sens. Environ. , vol.25 , pp. 295-309
    • Huete, A.R.1
  • 16
    • 0026451960 scopus 로고
    • A narrow waveband spectral index that tracks diurnal changes in photosynthetic efficiency
    • [16] Gamon, J.A., Peñuelas, J., Field, C.B., A narrow waveband spectral index that tracks diurnal changes in photosynthetic efficiency. Remote Sens. Environ. 41 (1992), 35–44.
    • (1992) Remote Sens. Environ. , vol.41 , pp. 35-44
    • Gamon, J.A.1    Peñuelas, J.2    Field, C.B.3
  • 17
    • 35948985621 scopus 로고    scopus 로고
    • Identification of yellow rust in wheat using in-situ spectral reflectance measurements and airborne hyperspectral imaging
    • [17] Huang, W., Lamb, D.W., Zheng, N., Zhang, Y., Liu, L., Wang, J., Identification of yellow rust in wheat using in-situ spectral reflectance measurements and airborne hyperspectral imaging. Precis. Agric. 8 (2007), 187–197.
    • (2007) Precis. Agric. , vol.8 , pp. 187-197
    • Huang, W.1    Lamb, D.W.2    Zheng, N.3    Zhang, Y.4    Liu, L.5    Wang, J.6
  • 18
    • 0027692955 scopus 로고
    • Assessing type, biomass, pigment composition and photosynthetic efficiency of aquatic vegetation from spectral reflectance
    • [18] Peñuelas, J., Gamon, J.A., Griffin, K.L., Field, C.B., Assessing type, biomass, pigment composition and photosynthetic efficiency of aquatic vegetation from spectral reflectance. Remote Sens. Environ. 46 (1993), 110–118.
    • (1993) Remote Sens. Environ. , vol.46 , pp. 110-118
    • Peñuelas, J.1    Gamon, J.A.2    Griffin, K.L.3    Field, C.B.4
  • 19
    • 0029199390 scopus 로고
    • Assessment of photosynthetic radiation — use efficiency with spectral reflectance
    • [19] Peñuelas, J., Filella, I., Gamon, J.A., Assessment of photosynthetic radiation — use efficiency with spectral reflectance. New Phytol. 131 (1995), 291–296.
    • (1995) New Phytol. , vol.131 , pp. 291-296
    • Peñuelas, J.1    Filella, I.2    Gamon, J.A.3
  • 20
    • 0026472955 scopus 로고
    • Ratio analysis of reflectance spectra (RARS): an algorithm for the remote estimation of the concentrations of chlorophyll A, chlorophyll B, and carotenoids in soybean leaves
    • [20] Chappelle, E.W., Kim, M.S., McMurtrey, J.E. III, Ratio analysis of reflectance spectra (RARS): an algorithm for the remote estimation of the concentrations of chlorophyll A, chlorophyll B, and carotenoids in soybean leaves. Remote Sens. Environ. 39 (1992), 239–247.
    • (1992) Remote Sens. Environ. , vol.39 , pp. 239-247
    • Chappelle, E.W.1    Kim, M.S.2    McMurtrey, J.E.3
  • 21
  • 22
    • 85009140217 scopus 로고    scopus 로고
    • Foreign Agricultural Service, Ethiopia 2008 Crop Assessment Travel Report
    • [22] USDA, Foreign Agricultural Service, Ethiopia 2008 Crop Assessment Travel Report. 2008.
    • (2008)
    • USDA1
  • 25
    • 85009149113 scopus 로고    scopus 로고
    • Managing Lodging Risk in Winter Wheat, Featuring the new Canopy Assessment Tool, Developed by BASF plc Crop Protection in collaboration with ADAS
    • [25] Managing Lodging Risk in Winter Wheat, Featuring the new Canopy Assessment Tool, Developed by BASF plc Crop Protection in collaboration with ADAS. http://www.pgrplus.basf.com/.
  • 27
    • 0028191716 scopus 로고
    • Using colour image analysis for quantitative assessment of powdery mildew on cucumber
    • [27] Kampmann, H., Hansen, O.B., Using colour image analysis for quantitative assessment of powdery mildew on cucumber. Euphytica 79 (1994), 19–27.
    • (1994) Euphytica , vol.79 , pp. 19-27
    • Kampmann, H.1    Hansen, O.B.2
  • 28
    • 85067624597 scopus 로고    scopus 로고
    • Assessing Foliar Diseases of Corn, Soybeans and Wheat, Plant Pathology Fact Sheet
    • University of Kentucky, College of Agriculture November
    • [28] Vincelli, P., Hershman, D.E., Assessing Foliar Diseases of Corn, Soybeans and Wheat, Plant Pathology Fact Sheet. November 2011, University of Kentucky, College of Agriculture.
    • (2011)
    • Vincelli, P.1    Hershman, D.E.2
  • 30
    • 84907175532 scopus 로고    scopus 로고
    • Measuring quantitative virulence in the wheat pathogen Zymoseptoria tritici using high-throughput automated image analysis
    • [30] Stewart, E.L., McDonald, B.A., Measuring quantitative virulence in the wheat pathogen Zymoseptoria tritici using high-throughput automated image analysis. Phytopathology 104 (2014), 985–992.
    • (2014) Phytopathology , vol.104 , pp. 985-992
    • Stewart, E.L.1    McDonald, B.A.2
  • 31
    • 84986879786 scopus 로고    scopus 로고
    • Evaluating the effect of different wheat rust disease symptoms on vegetation indices using hyperspectral measurements
    • [31] Ashourloo, D.M., Mobasheri, R., Huete, A., Evaluating the effect of different wheat rust disease symptoms on vegetation indices using hyperspectral measurements. Remote Sens. Environ. 6 (2014), 5107–5123.
    • (2014) Remote Sens. Environ. , vol.6 , pp. 5107-5123
    • Ashourloo, D.M.1    Mobasheri, R.2    Huete, A.3
  • 32
    • 20444470294 scopus 로고    scopus 로고
    • Plant disease detection based on data fusion of hyper-spectral and multi-spectral fluorescence imaging using Kohonen maps
    • [32] Moshou, D., Bravo, C., Oberti, R., West, J., Bodria, L., McCartney, A., Ramon, H., Plant disease detection based on data fusion of hyper-spectral and multi-spectral fluorescence imaging using Kohonen maps. Real-Time Imaging 11 (2005), 75–83.
    • (2005) Real-Time Imaging , vol.11 , pp. 75-83
    • Moshou, D.1    Bravo, C.2    Oberti, R.3    West, J.4    Bodria, L.5    McCartney, A.6    Ramon, H.7
  • 33
    • 85009085729 scopus 로고    scopus 로고
    • Remote assessment of leaf rust of wheat in cultivars mixture and component purelines
    • [33] Mahmood, T., Marshall, D., Remote assessment of leaf rust of wheat in cultivars mixture and component purelines. Pak. J. Agric. Sci. 40 (2003), 63–66.
    • (2003) Pak. J. Agric. Sci. , vol.40 , pp. 63-66
    • Mahmood, T.1    Marshall, D.2
  • 34
    • 84867824137 scopus 로고    scopus 로고
    • Hyperspectral field spectrometry for estimating greenbug (Homompeta: Aphidae) damage in wheat. in: 20th Biennial Workshop on Aerial Photography, Videography, and High Resolution Digital Imagery for Resource Assessment October 4–6, Weslaco, Texas
    • [34] M. Mirik, G.J. Michels, S. Kassymzhanova-Mirik, D. Jones, N.C. Elliott, V. Catana, R. Bowling, Hyperspectral field spectrometry for estimating greenbug (Homompeta: Aphidae) damage in wheat. in: 20th Biennial Workshop on Aerial Photography, Videography, and High Resolution Digital Imagery for Resource Assessment October 4–6, 2005, Weslaco, Texas.
    • (2005)
    • Mirik, M.1    Michels, G.J.2    Kassymzhanova-Mirik, S.3    Jones, D.4    Elliott, N.C.5    Catana, V.6    Bowling, R.7
  • 35
    • 77950942373 scopus 로고    scopus 로고
    • Plant disease severity estimated visually, by digital photography and image analysis, and by hyperspectral imaging
    • [35] Bock, C.H., Poole, G.H., Parker, P.E., Gottwald, T.R., Plant disease severity estimated visually, by digital photography and image analysis, and by hyperspectral imaging. Crit. Rev. Plant Sci. 29 (2010), 59–107.
    • (2010) Crit. Rev. Plant Sci. , vol.29 , pp. 59-107
    • Bock, C.H.1    Poole, G.H.2    Parker, P.E.3    Gottwald, T.R.4
  • 36
    • 85009097626 scopus 로고    scopus 로고
    • Database of Pedology Properties of Spanish soils (Base de Datos de Propiedades Edafológicas de los Suelos Españoles)
    • Volume V. Madrid Department of Environmental Impact of Energy, December
    • [36] Trueba, C., Millán, R., Schmid, T., Roquero, C., Magister, M., Database of Pedology Properties of Spanish soils (Base de Datos de Propiedades Edafológicas de los Suelos Españoles). 1998, Volume V. Madrid, Department of Environmental Impact of Energy, December.
    • (1998)
    • Trueba, C.1    Millán, R.2    Schmid, T.3    Roquero, C.4    Magister, M.5
  • 38
    • 85009097624 scopus 로고    scopus 로고
    • Ministry of Agriculture, Food and Environment, Government of Spain and the European Agricultural Fund for Rural Development (Last consulted on August)
    • [38] Agro-climatic Information System for Irrigation (Sistema de Información Agroclimática para el Regadío, SIAR) (http://eportal.magrama.gob.es/websiar/). Ministry of Agriculture, Food and Environment, Government of Spain and the European Agricultural Fund for Rural Development (Last consulted on August 2014).
    • (2014) Agro-climatic Information System for Irrigation (Sistema de Información Agroclimática para el Regadío, SIAR)
  • 39
    • 85009063990 scopus 로고    scopus 로고
    • Group for the Evaluation of New Varieties of Extensive Crops in Spain (Grupo para la Evaluación de Nuevas Variedades de Cultivos Extensivos en España — GENVCE)
    • [39] Group for the Evaluation of New Varieties of Extensive Crops in Spain (Grupo para la Evaluación de Nuevas Variedades de Cultivos Extensivos en España — GENVCE), http://www.genvce.org/.
  • 40
    • 0004190656 scopus 로고    scopus 로고
    • Practical Algorithms for Image Analysis: Description, Examples and Code
    • Second edition Cambridge University Press Cambridge
    • [40] O'Gorman, L., Sammon, M.J., Seul, M., Practical Algorithms for Image Analysis: Description, Examples and Code. Second edition, 2000, Cambridge University Press, Cambridge.
    • (2000)
    • O'Gorman, L.1    Sammon, M.J.2    Seul, M.3
  • 42
    • 0035094061 scopus 로고    scopus 로고
    • Effect of water stress on physiological attributes and their relationship with growth and yield of wheat cultivars at different stages
    • [42] Gupta, N.K., Gupta, S., Kumar, A., Effect of water stress on physiological attributes and their relationship with growth and yield of wheat cultivars at different stages. J. Agron. Crop Sci. 186 (2001), 55–62.
    • (2001) J. Agron. Crop Sci. , vol.186 , pp. 55-62
    • Gupta, N.K.1    Gupta, S.2    Kumar, A.3
  • 43
    • 0034026627 scopus 로고    scopus 로고
    • Spectral vegetation indices as nondestructive tools for determining durum wheat yield
    • [43] Aparicio, N., Villegas, D., Casadesus, J., Araus, J.L., Royo, C., Spectral vegetation indices as nondestructive tools for determining durum wheat yield. Agron. J. 92 (2000), 83–91.
    • (2000) Agron. J. , vol.92 , pp. 83-91
    • Aparicio, N.1    Villegas, D.2    Casadesus, J.3    Araus, J.L.4    Royo, C.5
  • 44
    • 33847325765 scopus 로고    scopus 로고
    • A simple model of regional wheat yield based on NDVI data
    • [44] Moriondo, M., Maselli, F., Bindi, M., A simple model of regional wheat yield based on NDVI data. Eur. J. Agron. 26 (2007), 266–274.
    • (2007) Eur. J. Agron. , vol.26 , pp. 266-274
    • Moriondo, M.1    Maselli, F.2    Bindi, M.3
  • 45
    • 0029472312 scopus 로고
    • The use of NOAA-AVHRR NDVI data to assess herbage production in the arid rangelands of Central Australia
    • [45] Hobbs, T., The use of NOAA-AVHRR NDVI data to assess herbage production in the arid rangelands of Central Australia. Int. J. Remote Sens. 16 (1995), 1289–1302.
    • (1995) Int. J. Remote Sens. , vol.16 , pp. 1289-1302
    • Hobbs, T.1
  • 46
    • 0019728346 scopus 로고
    • Assessing winter wheat dry matter production via spectral reflectance measurements
    • [46] Aase, J.K., Siddoway, F.H., Assessing winter wheat dry matter production via spectral reflectance measurements. Remote Sens. Environ. 11 (1981), 267–277.
    • (1981) Remote Sens. Environ. , vol.11 , pp. 267-277
    • Aase, J.K.1    Siddoway, F.H.2
  • 47
    • 33751358334 scopus 로고    scopus 로고
    • Site-specific identification of fungal infection and nitrogen deficiency in wheat crop using remote sensing
    • J.V. Stafford Wageningen Academic Publishers The Netherlands
    • [47] Jacobi, J., Kühbauch, W., Site-specific identification of fungal infection and nitrogen deficiency in wheat crop using remote sensing. Stafford, J.V., (eds.) Proceedings of the 5th European Conference on Precision Agriculture, 2005, Wageningen Academic Publishers, The Netherlands, 73–80.
    • (2005) Proceedings of the 5th European Conference on Precision Agriculture , pp. 73-80
    • Jacobi, J.1    Kühbauch, W.2
  • 48
    • 34447249762 scopus 로고    scopus 로고
    • Multi-temporal wheat disease detection by multi-spectral remote sensing
    • [48] Franke, J., Menz, G., Multi-temporal wheat disease detection by multi-spectral remote sensing. Precis. Agric. 8 (2007), 161–172.
    • (2007) Precis. Agric. , vol.8 , pp. 161-172
    • Franke, J.1    Menz, G.2
  • 49
    • 84905642374 scopus 로고    scopus 로고
    • Association of digital photo parameters and NDVI with winter wheat grain yield in variable environments
    • [49] Morgounov, A., Gummadov, N., Belen, S., Kaya, Y., Keser, M., Mursalova, J., Association of digital photo parameters and NDVI with winter wheat grain yield in variable environments. Turk. J. Agric. For. 38 (2014), 624–632.
    • (2014) Turk. J. Agric. For. , vol.38 , pp. 624-632
    • Morgounov, A.1    Gummadov, N.2    Belen, S.3    Kaya, Y.4    Keser, M.5    Mursalova, J.6
  • 50
    • 34848871878 scopus 로고    scopus 로고
    • Detecting the attributes of a wheat crop using digital imagery acquired from a low-altitude platform
    • [50] Jensen, T., Apan, A., Young, F., Zeller, L., Detecting the attributes of a wheat crop using digital imagery acquired from a low-altitude platform. Comput. Electron. Agric. 59 (2007), 66–77.
    • (2007) Comput. Electron. Agric. , vol.59 , pp. 66-77
    • Jensen, T.1    Apan, A.2    Young, F.3    Zeller, L.4
  • 51
    • 79955866954 scopus 로고    scopus 로고
    • Digital camera based measurement of crop cover for wheat yield prediction
    • IEEE International 23–28 July
    • [51] Pan, G., Li, F.M., Sun, G.J., Digital camera based measurement of crop cover for wheat yield prediction. Geoscience and Remote Sensing Symposium, 2007. IGARSS 2007, 23–28 July 2007, IEEE International, 797–800, 10.1109/IGARSS.2007.4422917.
    • (2007) Geoscience and Remote Sensing Symposium, 2007. IGARSS 2007 , pp. 797-800
    • Pan, G.1    Li, F.M.2    Sun, G.J.3
  • 52
    • 68949171508 scopus 로고    scopus 로고
    • Field-based assessment of partial resistance to yellow rust in wheat germplasm
    • [52] Ali, S., Shah, S.J.A., Maqbool, K., Field-based assessment of partial resistance to yellow rust in wheat germplasm. J. Agric. Rural. Dev. 6 (2008), 99–106.
    • (2008) J. Agric. Rural. Dev. , vol.6 , pp. 99-106
    • Ali, S.1    Shah, S.J.A.2    Maqbool, K.3
  • 53
    • 85009144472 scopus 로고    scopus 로고
    • Field screening of bread wheat for partial sources of resistance to stem rust, Research Application Summary, Third Ruforum Biennal Meeting, 24–28 September, Entebbe, Uganda
    • [53] F.M. Nzuve, S. Bhavani, G. Tusiime, P. Njau, Field screening of bread wheat for partial sources of resistance to stem rust, Research Application Summary, Third Ruforum Biennal Meeting, 24–28 September 2012, Entebbe, Uganda.
    • (2012)
    • Nzuve, F.M.1    Bhavani, S.2    Tusiime, G.3    Njau, P.4
  • 54
    • 0000467696 scopus 로고
    • Nitrogen and photosynthesis in the flag leaf of wheat
    • [54] Evans, J.R., Nitrogen and photosynthesis in the flag leaf of wheat. Plant Physiol. 72 (1983), 297–302.
    • (1983) Plant Physiol. , vol.72 , pp. 297-302
    • Evans, J.R.1
  • 55
    • 0000663066 scopus 로고
    • Environmental effects on photosynthesis, nitrogen-use efficiency, and metabolite pools in leaves of sun and shade plants
    • [55] Seemann, J.R., Sharkey, T.D., Wang, J., Osmond, C.B., Environmental effects on photosynthesis, nitrogen-use efficiency, and metabolite pools in leaves of sun and shade plants. Plant Physiol. 84 (1987), 796–802.
    • (1987) Plant Physiol. , vol.84 , pp. 796-802
    • Seemann, J.R.1    Sharkey, T.D.2    Wang, J.3    Osmond, C.B.4
  • 56
    • 0000177879 scopus 로고
    • Alteration of physiological processes in wheat flag leaves caused by stem rust and leaf rust
    • [56] McGrath, M.T., Pennypacker, S.P., Alteration of physiological processes in wheat flag leaves caused by stem rust and leaf rust. Phytopathology 80 (1989), 677–686.
    • (1989) Phytopathology , vol.80 , pp. 677-686
    • McGrath, M.T.1    Pennypacker, S.P.2
  • 57
    • 38249043438 scopus 로고
    • Effect of stripe rust (Puccinia striiformis West.) and irrigation on the yield and foliage temperature of wheat
    • [57] Smith, R.C.G., Heritage, A.D., Stapper, M., Barrs, H.D., Effect of stripe rust (Puccinia striiformis West.) and irrigation on the yield and foliage temperature of wheat. Field Crop Res. 14 (1986), 39–51.
    • (1986) Field Crop Res. , vol.14 , pp. 39-51
    • Smith, R.C.G.1    Heritage, A.D.2    Stapper, M.3    Barrs, H.D.4
  • 59
    • 33746519117 scopus 로고    scopus 로고
    • Effect of leaf rust on grain yield and yield traits of durum wheats with race-specific and slow-rusting resistance to leaf rust
    • [59] Herrera-Foessel, S.A., Singh, R.P., Huerta-Espino, J., Crossa, J., Yuen, J., Djurle, A., Effect of leaf rust on grain yield and yield traits of durum wheats with race-specific and slow-rusting resistance to leaf rust. Plant Dis. 90 (2006), 1065–1072.
    • (2006) Plant Dis. , vol.90 , pp. 1065-1072
    • Herrera-Foessel, S.A.1    Singh, R.P.2    Huerta-Espino, J.3    Crossa, J.4    Yuen, J.5    Djurle, A.6
  • 60
    • 1242276061 scopus 로고    scopus 로고
    • Selection traits for improving yield potential
    • M.P. Reynolds J.I. Ortiz-Monasterio A. McNab CIMMYT Mexico
    • [60] Fischer, R.A., Selection traits for improving yield potential. Reynolds, M.P., Ortiz-Monasterio, J.I., McNab, A., (eds.) Application of Physiology in Wheat Breeding, 2001, CIMMYT, Mexico.
    • (2001) Application of Physiology in Wheat Breeding
    • Fischer, R.A.1
  • 61
    • 0030892074 scopus 로고
    • Effect of leaf rust gene Lr34 on grain yield and agronomic traits of spring wheat
    • [61] Singh, R.P., Huerta-Espino, J., Effect of leaf rust gene Lr34 on grain yield and agronomic traits of spring wheat. Crop Sci. 37 (1994), 390–395.
    • (1994) Crop Sci. , vol.37 , pp. 390-395
    • Singh, R.P.1    Huerta-Espino, J.2
  • 62
    • 34347246336 scopus 로고    scopus 로고
    • Contribution of main stem and tillers to durum wheat (Triticum turgidum L. var. Durum) grain yield and its components grown in Mediterranean environments
    • [62] Elhani, S., Martos, V., Rharrabti, Y., Royo, C., García del Moral, L.F., Contribution of main stem and tillers to durum wheat (Triticum turgidum L. var. Durum) grain yield and its components grown in Mediterranean environments. Field Crop Res. 103 (2007), 25–35.
    • (2007) Field Crop Res. , vol.103 , pp. 25-35
    • Elhani, S.1    Martos, V.2    Rharrabti, Y.3    Royo, C.4    García del Moral, L.F.5
  • 63
    • 0038603646 scopus 로고    scopus 로고
    • Traits to improve yield in dry environments
    • M.P. Reynolds J.I. Ortiz-Monasterio A. McNab CIMMYT Mexico
    • [63] Richards, R.A., Condon, A.G., Rebetzke, G.J., Traits to improve yield in dry environments. Reynolds, M.P., Ortiz-Monasterio, J.I., McNab, A., (eds.) Application of Physiology in Wheat Breeding, 2001, CIMMYT, Mexico, 88–100.
    • (2001) Application of Physiology in Wheat Breeding , pp. 88-100
    • Richards, R.A.1    Condon, A.G.2    Rebetzke, G.J.3
  • 64
    • 17644402132 scopus 로고    scopus 로고
    • Agronomic evaluation of a tiller inhibition gene (Tin) in wheat: I. Effect on yield, yield components, and grain protein
    • [64] Duggan, B.L., Richards, R.A., van Herwaarden, A.F., Fettell, N.A., Agronomic evaluation of a tiller inhibition gene (Tin) in wheat: I. Effect on yield, yield components, and grain protein. Aust. J. Agric. Res. 56 (2005), 169–178.
    • (2005) Aust. J. Agric. Res. , vol.56 , pp. 169-178
    • Duggan, B.L.1    Richards, R.A.2    van Herwaarden, A.F.3    Fettell, N.A.4
  • 65
    • 0029175411 scopus 로고
    • The relationship between plant disease severity and yield
    • [65] Gaunt, R.E., The relationship between plant disease severity and yield. Annu. Rev. Phytopathol. 33 (1995), 119–144.
    • (1995) Annu. Rev. Phytopathol. , vol.33 , pp. 119-144
    • Gaunt, R.E.1
  • 66
    • 0000721047 scopus 로고
    • Basis of yield component compensation in crop plants with special reference to field bean, Phaseolus vulgaris
    • [66] Adams, M.W., Basis of yield component compensation in crop plants with special reference to field bean, Phaseolus vulgaris. Crop Sci. 7 (1967), 505–510.
    • (1967) Crop Sci. , vol.7 , pp. 505-510
    • Adams, M.W.1


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