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Volumn 101, Issue 5, 2017, Pages 693-703

A threshold-based weather model for predicting stripe rust infection in winter wheat

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EID: 85017566927     PISSN: 01912917     EISSN: None     Source Type: Journal    
DOI: 10.1094/PDIS-12-16-1766-RE     Document Type: Article
Times cited : (40)

References (60)
  • 1
    • 85019297549 scopus 로고    scopus 로고
    • BSA. 2008. Beschreibende Sortenliste 2008. Getreide, Mais, Ölfrüchte, Leguminosen (großkörnig) Hackfrüchte (außer Kartoffeln). Deutscher Landwirtschaftsverlag GmbH., Hannover.
  • 2
    • 85019297430 scopus 로고    scopus 로고
    • BSA. 2016. Beschreibende Sortenliste 2016. Getreide, Mais, Ölfrüchte, Leguminosen (großkörnig) Hackfrüchte (außer Kartoffeln). Deutscher Landwirtschaftsverlag GmbH., Hannover.
  • 3
    • 0000430617 scopus 로고
    • Predicting stripe rust severity on winter wheat using an improved method for analyzing meteorological and rust data
    • Coakley, S. M., Line, R. F., and McDaniel, L. R. 1988. Predicting stripe rust severity on winter wheat using an improved method for analyzing meteorological and rust data. Phytopathology 78:543-550.
    • (1988) Phytopathology , vol.78 , pp. 543-550
    • Coakley, S.M.1    Line, R.F.2    McDaniel, L.R.3
  • 4
    • 84862987069 scopus 로고    scopus 로고
    • Validation of the NOAA Space Weather Prediction Center’s solar flare forecasting look-up table and forecaster-issued probabilities
    • Crown, M. D. 2012. Validation of the NOAA Space Weather Prediction Center’s solar flare forecasting look-up table and forecaster-issued probabilities. Space Weather 10:S06006.
    • (2012) Space Weather , vol.10
    • Crown, M.D.1
  • 6
    • 0029110394 scopus 로고
    • Comparative effects of temperature and interrupted wet periods on germination, penetration and infection of Puccinia recondita f.Sp. tritici and P. striiformis on wheat seedlings
    • de Vallavieille-Pope, C., Huber, L., Leconte, M., and Goyau, H. 1995. Comparative effects of temperature and interrupted wet periods on germination, penetration and infection of Puccinia recondita f.sp. tritici and P. striiformis on wheat seedlings. Phytopathology 85:409-415.
    • (1995) Phytopathology , vol.85 , pp. 409-415
    • De Vallavieille-Pope, C.1    Huber, L.2    Leconte, M.3    Goyau, H.4
  • 7
    • 0011797626 scopus 로고
    • Temperature and wet-period conditions for infection by Puccinia striiformis f.Sp. tritici race 104E137A +
    • Dennis, J. I. 1987. Temperature and wet-period conditions for infection by Puccinia striiformis f.sp. tritici race 104E137A +. Trans. Br. Mycol. Soc. 88: 119-121.
    • (1987) Trans. Br. Mycol. Soc. , vol.88 , pp. 119-121
    • Dennis, J.I.1
  • 8
    • 85019306880 scopus 로고    scopus 로고
    • Eddy, R. 2009. Logistic regression models to predict stripe rust infections on wheat and yield response to foliar fungicide application on wheat in Kansas. Master of Science Thesis, Kansas State University.
  • 9
    • 70349757555 scopus 로고    scopus 로고
    • Assessing the accuracy of simulation model for Septoria leaf blotch disease progress on winter wheat
    • El Jarroudi, M., Delfosse, P., Maraite, H., Hoffmann, L., and Tychon, B. 2009. Assessing the accuracy of simulation model for Septoria leaf blotch disease progress on winter wheat. Plant Dis. 93:983-992.
    • (2009) Plant Dis , vol.93 , pp. 983-992
    • El Jarroudi, M.1    Delfosse, P.2    Maraite, H.3    Hoffmann, L.4    Tychon, B.5
  • 10
    • 84856301053 scopus 로고    scopus 로고
    • First report of the breakdown of the Yr17 resistance gene to wheat stripe rust in the Grand-Duchy of Luxembourg
    • El Jarroudi, M., Giraud, F., Tychon, B., Hoffmann, L., and Delfosse, P. 2011. First report of the breakdown of the Yr17 resistance gene to wheat stripe rust in the Grand-Duchy of Luxembourg. J. Plant Pathol. 93:243.
    • (2011) J. Plant Pathol. , vol.93 , pp. 243
    • El Jarroudi, M.1    Giraud, F.2    Tychon, B.3    Hoffmann, L.4    Delfosse, P.5
  • 11
    • 84920086362 scopus 로고    scopus 로고
    • Economics of a decision–support system for managing the main fungal diseases of winter wheat in the Grand-Duchy of Luxembourg
    • El Jarroudi, M., Kouadio, L., Beyer, M., Junk, J., Hoffmann, L., Tychon, B., Maraite, H., Bock, C. H., and Delfosse, P. 2015. Economics of a decision–support system for managing the main fungal diseases of winter wheat in the Grand-Duchy of Luxembourg. Field Crops Res. 172:32-41.
    • (2015) Field Crops Res , vol.172 , pp. 32-41
    • El Jarroudi, M.1    Kouadio, L.2    Beyer, M.3    Junk, J.4    Hoffmann, L.5    Tychon, B.6    Maraite, H.7    Bock, C.H.8    Delfosse, P.9
  • 13
    • 84897082516 scopus 로고    scopus 로고
    • Brown rust disease control in winter wheat: I. Exploring an approach for disease progression based on night weather conditions
    • El Jarroudi, M., Kouadio, L., Delfosse, P., and Tychon, B. 2014a. Brown rust disease control in winter wheat: I. Exploring an approach for disease progression based on night weather conditions. Environ. Sci. Pollut. Res. 21: 4797-4808.
    • (2014) Environ. Sci. Pollut. Res. , vol.21 , pp. 4797-4808
    • El Jarroudi, M.1    Kouadio, L.2    Delfosse, P.3    Tychon, B.4
  • 14
    • 84897105742 scopus 로고    scopus 로고
    • Brown rust disease control in winter wheat: II. Exploring the optimization of fungicide sprays through a decision support system
    • El Jarroudi, M., Kouadio, L., Giraud, F., Delfosse, P., and Tychon, B. 2014b. Brown rust disease control in winter wheat: II. Exploring the optimization of fungicide sprays through a decision support system. Environ. Sci. Pollut. Res. 21:4809-4818.
    • (2014) Environ. Sci. Pollut. Res. , vol.21 , pp. 4809-4818
    • El Jarroudi, M.1    Kouadio, L.2    Giraud, F.3    Delfosse, P.4    Tychon, B.5
  • 15
    • 0032829116 scopus 로고    scopus 로고
    • Dry-dispersal and rain-splash of brown (Puccinia recondita f.sp. tritici) and yellow (P. striiformis) rust spores from infected wheat leaves exposed to simulated raindrops
    • Geagea, L., Huber, L., and Sache, I. 1999. Dry-dispersal and rain-splash of brown (Puccinia recondita f.sp. tritici) and yellow (P. striiformis) rust spores from infected wheat leaves exposed to simulated raindrops. Plant Pathol. 48:472-482.
    • (1999) Plant Pathol , vol.48 , pp. 472-482
    • Geagea, L.1    Huber, L.2    Sache, I.3
  • 16
  • 17
    • 0036176479 scopus 로고    scopus 로고
    • Clonality and long-distance migration of Puccinia striiformis f.Sp. tritici in north-west Europe
    • Hovmøller, M. S., Justesen, A. F., and Brown, J. K. M. 2002. Clonality and long-distance migration of Puccinia striiformis f.sp. tritici in north-west Europe. Plant Pathol. 51:24-32.
    • (2002) Plant Pathol , vol.51 , pp. 24-32
    • Hovmøller, M.S.1    Justesen, A.F.2    Brown, J.K.M.3
  • 20
    • 0027012033 scopus 로고
    • Modeling leaf wetness in relation to plant disease epidemiology
    • Huber, L., and Gillespie, T. J. 1992. Modeling leaf wetness in relation to plant disease epidemiology. Annu. Rev. Phytopathol. 30:553-577.
    • (1992) Annu. Rev. Phytopathol. , vol.30 , pp. 553-577
    • Huber, L.1    Gillespie, T.J.2
  • 21
    • 77951973678 scopus 로고    scopus 로고
    • Century-old mystery of Puccinia striiformis life history solved with the identification of Berberis as an alternate host
    • Jin, Y., Szabo, L. J., and Carson, M. 2010. Century-old mystery of Puccinia striiformis life history solved with the identification of Berberis as an alternate host. Phytopathology 100:432-435.
    • (2010) Phytopathology , vol.100 , pp. 432-435
    • Jin, Y.1    Szabo, L.J.2    Carson, M.3
  • 22
    • 84884428859 scopus 로고    scopus 로고
    • Monte Carlo Methods
    • P. L. Peterson, E. L. Baker, and B. McGraw, eds. Elsevier, Oxford, U.K
    • Johansen, A. M. 2010. Monte Carlo Methods. Pages 296-303 in: International Encyclopedia of Education (Third Edition). P. L. Peterson, E. L. Baker, and B. McGraw, eds. Elsevier, Oxford, U.K.
    • (2010) International Encyclopedia of Education (Third Edition) , pp. 296-303
    • Johansen, A.M.1
  • 23
    • 70349781334 scopus 로고    scopus 로고
    • Operational application and improvements of the disease risk forecast model PROCULTURE to optimize fungicides spray for the Septoria leaf blotch disease in winter wheat in Luxembourg
    • Junk, J., Görgen, K., El Jarroudi, M., Delfosse, P., Pfister, L., and Hoffmann, L. 2008. Operational application and improvements of the disease risk forecast model PROCULTURE to optimize fungicides spray for the Septoria leaf blotch disease in winter wheat in Luxembourg. Adv. Sci. Res. 2:57-60.
    • (2008) Adv. Sci. Res. , vol.2 , pp. 57-60
    • Junk, J.1    Görgen, K.2    El Jarroudi, M.3    Delfosse, P.4    Pfister, L.5    Hoffmann, L.6
  • 24
    • 84961173582 scopus 로고    scopus 로고
    • Effects of regional climate change on brown rust disease in winter wheat
    • Junk, J., Kouadio, L., Delfosse, P., and Jarroudi, M. 2016. Effects of regional climate change on brown rust disease in winter wheat. Clim. Change 135: 439-451.
    • (2016) Clim. Change , vol.135 , pp. 439-451
    • Junk, J.1    Kouadio, L.2    Delfosse, P.3    Jarroudi, M.4
  • 25
    • 0036180615 scopus 로고    scopus 로고
    • The recent history of Puccinia striiformis f.Sp. tritici in Denmark as revealed by disease incidence and AFLP markers
    • Justesen, A. F., Ridout, C. J., and Hovmøller, M. S. 2002. The recent history of Puccinia striiformis f.sp. tritici in Denmark as revealed by disease incidence and AFLP markers. Plant Pathol. 51:13-23.
    • (2002) Plant Pathol , vol.51 , pp. 13-23
    • Justesen, A.F.1    Ridout, C.J.2    Hovmøller, M.S.3
  • 26
    • 0002858152 scopus 로고
    • Predictive systems: Modern approaches to disease control
    • Krause, R. A., and Massie, L. B. 1975. Predictive systems: Modern approaches to disease control. Annu. Rev. Phytopathol. 13:31-47.
    • (1975) Annu. Rev. Phytopathol. , vol.13 , pp. 31-47
    • Krause, R.A.1    Massie, L.B.2
  • 27
    • 0030234930 scopus 로고    scopus 로고
    • Combined multiple recursive random number generators
    • L’Ecuyer, P. 1996. Combined multiple recursive random number generators. Oper. Res. 44:816-822.
    • (1996) Oper. Res. , vol.44 , pp. 816-822
    • L’Ecuyer, P.1
  • 28
    • 85019301719 scopus 로고    scopus 로고
    • Larue, S. 2012. Location of agricultural production in 1962 and 2009: a comparison of Luxembourgish “cantons”. STATEC, Institut national de la statistique et des études économiques. Available: http://www.statistiques. public.lu/en/publications/series/luxembourg/2012/16-12/index.html. Accessed 1 August 2016.
  • 30
    • 0036031275 scopus 로고    scopus 로고
    • Stripe rust of wheat and barley in North America: A retrospective historical review
    • Line, R. F. 2002. Stripe rust of wheat and barley in North America: A retrospective historical review. Annu. Rev. Phytopathol. 40:75-118.
    • (2002) Annu. Rev. Phytopathol. , vol.40 , pp. 75-118
    • Line, R.F.1
  • 31
    • 0027456099 scopus 로고
    • Risk analysis of disease epidemics on wheat by simulation studies
    • Luo, Y., Shen, Z. R., and Zeng, S. M. 1993. Risk analysis of disease epidemics on wheat by simulation studies. Agric. Syst. 43:67-89.
    • (1993) Agric. Syst. , vol.43 , pp. 67-89
    • Luo, Y.1    Shen, Z.R.2    Zeng, S.M.3
  • 32
    • 0028852874 scopus 로고
    • Simulation studies on epidemics of wheat stripe rust (Puccinia striiformis) on slow-rusting cultivars and analysis of effects of resistance components
    • Luo, Y., and Zeng, S. M. 1995. Simulation studies on epidemics of wheat stripe rust (Puccinia striiformis) on slow-rusting cultivars and analysis of effects of resistance components. Plant Pathol. 44:340-349.
    • (1995) Plant Pathol , vol.44 , pp. 340-349
    • Luo, Y.1    Zeng, S.M.2
  • 33
    • 84982070752 scopus 로고
    • Further experiments on photosynthesis and translocation in wheat
    • Lupton, F. G. H. 1972. Further experiments on photosynthesis and translocation in wheat. Ann. Appl. Biol. 71:69-79.
    • (1972) Ann. Appl. Biol. , vol.71 , pp. 69-79
    • Lupton, F.G.H.1
  • 34
    • 11244331300 scopus 로고    scopus 로고
    • A simple generic infection model for foliar fungal plant pathogens
    • Magarey, R. D., Sutton, T. B., and Thayer, C. L. 2005. A simple generic infection model for foliar fungal plant pathogens. Phytopathology 95:92-100.
    • (2005) Phytopathology , vol.95 , pp. 92-100
    • Magarey, R.D.1    Sutton, T.B.2    Thayer, C.L.3
  • 35
    • 79955429513 scopus 로고    scopus 로고
    • Site-specific Septoria leaf blotch risk assessment in winter wheat using weather-radar rainfall estimates
    • Mahtour, A., El Jarroudi, M., Delobbe, L., Hoffmann, L., Maraite, H., and Tychon, B. 2011. Site-specific Septoria leaf blotch risk assessment in winter wheat using weather-radar rainfall estimates. Plant Dis. 95:384-393.
    • (2011) Plant Dis , vol.95 , pp. 384-393
    • Mahtour, A.1    El Jarroudi, M.2    Delobbe, L.3    Hoffmann, L.4    Maraite, H.5    Tychon, B.6
  • 36
    • 85019305468 scopus 로고    scopus 로고
    • MAVCP. 2016. Luxembourgish agriculture: Facts and figures 2016. Ministry of Service of rural economy, Ministry of Agriculture, Viticulture and Consumer Protection (MAVCP). Available: http://www.ser.public.lu/publikationen/Landwirtschaft_in_Luxbg/lux_landw_zahl_en.pdf. Accessed 1 August 2016.
  • 37
    • 85019297477 scopus 로고    scopus 로고
    • MAVPC. 2015. Rapport d’activité 2015. Ministère de l’Agriculture, de la Viticulture et de la Protection des consommateurs (MAVPC). Available: http://www.ma.public.lu/ministere/rapport/Rapport-d_activite-2015-Min_Agriculture-CTIE.pdf. Accessed 1 August 2016.
  • 38
    • 85017547049 scopus 로고    scopus 로고
    • Monte Carlo Simulation
    • H. Bidgoli, ed. Elsevier, New York
    • Muralidhar, K. 2003. Pages 193-201 in: Monte Carlo Simulation. Encyclopedia of Information Systems. H. Bidgoli, ed. Elsevier, New York.
    • (2003) Encyclopedia of Information Systems , pp. 193-201
    • Muralidhar, K.1
  • 39
    • 77956445651 scopus 로고    scopus 로고
    • SRAP technique efficiently generates polymorphisms in Puccinia striiformis isolates
    • Pasquali, M., Komjati, H., Lee, D., and Bayles, R. 2010. SRAP technique efficiently generates polymorphisms in Puccinia striiformis isolates. J. Phytopathol. 158:708-711.
    • (2010) J. Phytopathol. , vol.158 , pp. 708-711
    • Pasquali, M.1    Komjati, H.2    Lee, D.3    Bayles, R.4
  • 40
    • 0034517456 scopus 로고    scopus 로고
    • Predicting effective fungicide doses through observation of leaf emergence
    • Paveley, N. D., Lockley, D., Vaughan, T. B., Thomas, J., and Schmidt, K. 2000. Predicting effective fungicide doses through observation of leaf emergence. Plant Pathol. 49:748-766.
    • (2000) Plant Pathol , vol.49 , pp. 748-766
    • Paveley, N.D.1    Lockley, D.2    Vaughan, T.B.3    Thomas, J.4    Schmidt, K.5
  • 41
    • 85019304573 scopus 로고    scopus 로고
    • R Core Team. 2015. R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. http://www.R-project.org/.
  • 42
    • 0002434652 scopus 로고
    • Yellow rust epidemiology
    • Rapilly, F. 1979. Yellow rust epidemiology. Annu. Rev. Phytopathol. 17:59-73.
    • (1979) Annu. Rev. Phytopathol. , vol.17 , pp. 59-73
    • Rapilly, F.1
  • 43
    • 34250126381 scopus 로고
    • Experimental verification and development of EPIPRE, a supervised disease and pest management system for wheat
    • Reinink, K. 1986. Experimental verification and development of EPIPRE, a supervised disease and pest management system for wheat. Eur. J. Plant Pathol. 92:3-14.
    • (1986) Eur. J. Plant Pathol. , vol.92 , pp. 3-14
    • Reinink, K.1
  • 44
    • 84905496315 scopus 로고    scopus 로고
    • Sexual structures and recombination of the wheat rust fungus Puccinia striiformis on Berberis vulgaris
    • Rodriguez-Algaba, J., Walter, S., Sørensen, C. K., Hovmøller, M. S., and Justesen, A. F. 2014. Sexual structures and recombination of the wheat rust fungus Puccinia striiformis on Berberis vulgaris. Fungal Genet. Biol. 70:77-85.
    • (2014) Fungal Genet. Biol. , vol.70 , pp. 77-85
    • Rodriguez-Algaba, J.1    Walter, S.2    Sørensen, C.K.3    Hovmøller, M.S.4    Justesen, A.F.5
  • 46
    • 0033677843 scopus 로고    scopus 로고
    • Short-distance dispersal of wheat rust spores
    • Sache, I. 2000. Short-distance dispersal of wheat rust spores. Agronomie 20: 757-767.
    • (2000) Agronomie , vol.20 , pp. 757-767
    • Sache, I.1
  • 47
    • 0003038347 scopus 로고
    • Comparison of the wheat brown and yellow rusts for monocyclic sporulation and infection processes, and their polycyclic consequences
    • Sache, I., and de Vallavieille-Pope, C. 1993. Comparison of the wheat brown and yellow rusts for monocyclic sporulation and infection processes, and their polycyclic consequences. J. Phytopathol. 138:55-65.
    • (1993) J. Phytopathol. , vol.138 , pp. 55-65
    • Sache, I.1    De Vallavieille-Pope, C.2
  • 48
    • 85019301167 scopus 로고    scopus 로고
    • STATEC. 2000. Bulletin du STATEC, N° 3/2001 Le recensement agricole 2000. Aspects de l’agriculture en 2000. STATEC, Statistics portal of the Grand-Duchy of Luxembourg. Available: http://www.statistiques.public.lu/en/publications/series/bulletin-statec/2001/03-01-recens-agri/index.html. Accessed 1 August 2016.
  • 49
    • 0007613515 scopus 로고
    • Estimating and interpreting disease intensity and loss in commercial fields
    • Teng, P. S. 1983. Estimating and interpreting disease intensity and loss in commercial fields. Phytopathology 73:1587-1590.
    • (1983) Phytopathology , vol.73 , pp. 1587-1590
    • Teng, P.S.1
  • 50
    • 84958957165 scopus 로고    scopus 로고
    • Virulence and simple sequence repeat marker segregation in a Puccinia striiformis f. Sp. tritici population produced by selfing a Chinese isolate on Berberis shensiana
    • Tian, Y., Zhan, G., Chen, X., Tungruentragoon, A., Lu, X., Zhao, J., Huang, L., and Kang, Z. 2016. Virulence and simple sequence repeat marker segregation in a Puccinia striiformis f. sp. tritici population produced by selfing a Chinese isolate on Berberis shensiana. Phytopathology 106:185-191.
    • (2016) Phytopathology , vol.106 , pp. 185-191
    • Tian, Y.1    Zhan, G.2    Chen, X.3    Tungruentragoon, A.4    Lu, X.5    Zhao, J.6    Huang, L.7    Kang, Z.8
  • 51
    • 0000476410 scopus 로고
    • DISTRAIN: A computer program for training people to estimate disease severity on cereal leaves
    • Tomerlin, J. R., and Howell, A. 1988. DISTRAIN: a computer program for training people to estimate disease severity on cereal leaves. Plant Dis. 72:455-459.
    • (1988) Plant Dis. , vol.72 , pp. 455-459
    • Tomerlin, J.R.1    Howell, A.2
  • 52
  • 53
    • 0033878347 scopus 로고    scopus 로고
    • Regional monitoring for disease prediction and optimization of plant protection measuares: The IPM wheat model
    • Verreet, J. A., Klink, H., and Hoffmann, G. M. 2000. Regional monitoring for disease prediction and optimization of plant protection measuares: The IPM wheat model. Plant Dis. 84:816-826.
    • (2000) Plant Dis , vol.84 , pp. 816-826
    • Verreet, J.A.1    Klink, H.2    Hoffmann, G.M.3
  • 54
    • 84987032565 scopus 로고
    • Puccinia striiformis f.Sp. tritici in Australasia: Pathogenic changes during the first 10 years
    • Wellings, C. R., and McIntosh, R. A. 1990. Puccinia striiformis f.sp. tritici in Australasia: pathogenic changes during the first 10 years. Plant Pathol. 39: 316-325.
    • (1990) Plant Pathol , vol.39 , pp. 316-325
    • Wellings, C.R.1    McIntosh, R.A.2
  • 55
    • 0001120769 scopus 로고
    • Threshold relative humidity duration forecasts for plant disease prediction
    • Wilks, D. S., and Shen, K. W. 1991. Threshold relative humidity duration forecasts for plant disease prediction. J. Appl. Meteorol. 30:463-477.
    • (1991) J. Appl. Meteorol. , vol.30 , pp. 463-477
    • Wilks, D.S.1    Shen, K.W.2
  • 56
    • 0038000636 scopus 로고    scopus 로고
    • Predicting epidemics of yellow rust (Puccinia striiformis) on the upper canopy of wheat from disease observations on lower leaves
    • Young, C. S., Paveley, N. D., Vaughan, T. B., Thomas, J. M., and Lockley, K. D. 2003. Predicting epidemics of yellow rust (Puccinia striiformis) on the upper canopy of wheat from disease observations on lower leaves. Plant Pathol. 52: 338-349.
    • (2003) Plant Pathol , vol.52 , pp. 338-349
    • Young, C.S.1    Paveley, N.D.2    Vaughan, T.B.3    Thomas, J.M.4    Lockley, K.D.5
  • 57
    • 0011345018 scopus 로고
    • Systems analysis and the dynamics of epidemics
    • Zadoks, J. C. 1971. Systems analysis and the dynamics of epidemics. Phytopathology 61:600-610.
    • (1971) Phytopathology , vol.61 , pp. 600-610
    • Zadoks, J.C.1
  • 58
    • 0000902406 scopus 로고
    • On the conceptual basis of crop loss assessment: The threshold theory
    • Zadoks, J. C. 1985. On the conceptual basis of crop loss assessment: The threshold theory. Annu. Rev. Phytopathol. 23:455-473.
    • (1985) Annu. Rev. Phytopathol. , vol.23 , pp. 455-473
    • Zadoks, J.C.1
  • 59
    • 84981809484 scopus 로고
    • A decimal code for the growth stages of cereals
    • Zadoks, J. C., Chang, T. T., and Konzak, C. F. 1974. A decimal code for the growth stages of cereals. Weed Res. 14:415-421.
    • (1974) Weed Res , vol.14 , pp. 415-421
    • Zadoks, J.C.1    Chang, T.T.2    Konzak, C.F.3
  • 60
    • 84881488398 scopus 로고    scopus 로고
    • Identification of eighteen Berberis species as alternate hosts of Puccinia striiformis f. Sp. tritici and virulence variation in the pathogen isolates from natural infection of barberry plants in China
    • Zhao, J., Wang, L., Wang, Z., Chen, X., Zhang, H., Yao, J., Zhan, G., Chen, W., Huang, L., and Kang, Z. 2013. Identification of eighteen Berberis species as alternate hosts of Puccinia striiformis f. sp. tritici and virulence variation in the pathogen isolates from natural infection of barberry plants in China. Phytopathology 103:927-934.
    • (2013) Phytopathology , vol.103 , pp. 927-934
    • Zhao, J.1    Wang, L.2    Wang, Z.3    Chen, X.4    Zhang, H.5    Yao, J.6    Zhan, G.7    Chen, W.8    Huang, L.9    Kang, Z.10


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