메뉴 건너뛰기




Volumn 205, Issue , 2015, Pages 51-59

A novel solution to the variable selection problem in Window Pane approaches of plant pathogen - Climate models: Development, evaluation and application of a climatological model for brown rust of wheat

Author keywords

Data mining; Eheat; Elastic net; Model evaluation; Puccinia triticina; Window Pane

Indexed keywords

CLIMATE MODELING; CLIMATOLOGY; DISEASE INCIDENCE; DISEASE SEVERITY; PATHOGEN; WHEAT;

EID: 84923326498     PISSN: 01681923     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.agrformet.2015.02.013     Document Type: Article
Times cited : (11)

References (38)
  • 1
    • 0344410975 scopus 로고
    • Use of the arcsine and square root transformations for subjectively determined percentage data
    • Ahrens W.H., Cox D.J., Budhwar G. Use of the arcsine and square root transformations for subjectively determined percentage data. Weed Sci. 1990, 452-458.
    • (1990) Weed Sci. , pp. 452-458
    • Ahrens, W.H.1    Cox, D.J.2    Budhwar, G.3
  • 2
    • 84923329308 scopus 로고    scopus 로고
    • CHOISIR et décider pour 2014. Région Aquitaine, Midi-Pyrénées
    • Aude Traitements et interventions de printemps
    • ARVALIS - Institut du végétal., 2014. CHOISIR et décider pour 2014. Région Aquitaine, Midi-Pyrénées, Aude Traitements et interventions de printemps. 176 p.
    • (2014) , pp. 176
  • 3
    • 29844451848 scopus 로고    scopus 로고
    • A foliar disease model for use in wheat disease management decision support systems
    • Audsley E., Milne A., Paveley N. A foliar disease model for use in wheat disease management decision support systems. Ann. Appl. Biol. 2005, 147(2004):161-172. 10.1111/j.1744-7348.2005.00023.x.
    • (2005) Ann. Appl. Biol. , vol.147 , Issue.2004 , pp. 161-172
    • Audsley, E.1    Milne, A.2    Paveley, N.3
  • 6
    • 0003186606 scopus 로고
    • Variation in climate and prediction of disease in plants
    • Coakley S.M. Variation in climate and prediction of disease in plants. Annu. Rev. Phytopathol. 1988, 26:163-181.
    • (1988) Annu. Rev. Phytopathol. , vol.26 , pp. 163-181
    • Coakley, S.M.1
  • 7
    • 0000016230 scopus 로고
    • Statistical models for predicting stripe rust in the Pacific Northwest
    • Coakley S.M., Boyd W.S., Line R.F. Statistical models for predicting stripe rust in the Pacific Northwest. Phytopathology 1982, 72:1539-1542.
    • (1982) Phytopathology , vol.72 , pp. 1539-1542
    • Coakley, S.M.1    Boyd, W.S.2    Line, R.F.3
  • 8
    • 0021639101 scopus 로고
    • Development of regional models that use meteorological variables for predicting strip rust disease on winter wheat
    • Coakley S.M., Boyd W.S., Line R.F. Development of regional models that use meteorological variables for predicting strip rust disease on winter wheat. J. Clim. Appl. Meteorol. 1984, 23:1234-1240.
    • (1984) J. Clim. Appl. Meteorol. , vol.23 , pp. 1234-1240
    • Coakley, S.M.1    Boyd, W.S.2    Line, R.F.3
  • 9
    • 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., McDaniel L.R. Predicting stripe rust severity on winter wheat using an improved method for analyzing meteorological and rust data. Phytopathology 1988, 78:543-550.
    • (1988) Phytopathology , vol.78 , pp. 543-550
    • Coakley, S.M.1    Line, R.F.2    McDaniel, L.R.3
  • 10
    • 0006160656 scopus 로고
    • Model for prediction of Septoria tritici blotch severity on winter wheat
    • Coakley S.M., McDaniel L.R., Shaner G. Model for prediction of Septoria tritici blotch severity on winter wheat. Phytopathology 1985, 75:1245-1251.
    • (1985) Phytopathology , vol.75 , pp. 1245-1251
    • Coakley, S.M.1    McDaniel, L.R.2    Shaner, G.3
  • 11
    • 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., Goyeau H. 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 1995, 85:409-415.
    • (1995) Phytopathology , vol.85 , pp. 409-415
    • de Vallavieille-Pope, C.1    Huber, L.2    Leconte, M.3    Goyeau, H.4
  • 12
    • 0031679949 scopus 로고    scopus 로고
    • Models of early spring survival of wheat leaf rust in the central Great Plains
    • Eversmeyer M.G., Kramer C.L. Models of early spring survival of wheat leaf rust in the central Great Plains. Plant Dis. 1998, 82:987-991.
    • (1998) Plant Dis. , vol.82 , pp. 987-991
    • Eversmeyer, M.G.1    Kramer, C.L.2
  • 13
    • 84857400786 scopus 로고    scopus 로고
    • Evaluating agronomic adaptation options to increasing heat stress under climate change during wheat grain filling in France
    • Gouache D., Le Bris X., Bogard M., Deudon O., Pagé C., Gate P. Evaluating agronomic adaptation options to increasing heat stress under climate change during wheat grain filling in France. Eur. J. Agron. 2012, 39:62-70.
    • (2012) Eur. J. Agron. , vol.39 , pp. 62-70
    • Gouache, D.1    Le Bris, X.2    Bogard, M.3    Deudon, O.4    Pagé, C.5    Gate, P.6
  • 14
    • 84923378354 scopus 로고    scopus 로고
    • under revision. Agrometeorological analysis and prediction of wheat yield at the departmental level in France.
    • Gouache, D., Bouchon, A.S., Jouanneau, E., Le Bris, X, under revision. Agrometeorological analysis and prediction of wheat yield at the departmental level in France.
    • Gouache, D.1    Bouchon, A.S.2    Jouanneau, E.3    Le Bris, X.4
  • 17
    • 0032895867 scopus 로고    scopus 로고
    • Decision-making and diagnosis in disease management
    • Hughes G., McRoberts N., Burnett F.J. Decision-making and diagnosis in disease management. Plant Pathol. 1999, 48:147-153.
    • (1999) Plant Pathol. , vol.48 , pp. 147-153
    • Hughes, G.1    McRoberts, N.2    Burnett, F.J.3
  • 21
    • 17444422864 scopus 로고    scopus 로고
    • Comparison of risk indicators for sclerotinia control in oilseed rape
    • Makowski D., Taverne M., Bolomier J., Ducarne M. Comparison of risk indicators for sclerotinia control in oilseed rape. Crop Prot. 2005, 24:527-531.
    • (2005) Crop Prot. , vol.24 , pp. 527-531
    • Makowski, D.1    Taverne, M.2    Bolomier, J.3    Ducarne, M.4
  • 23
    • 0141702171 scopus 로고    scopus 로고
    • Modeling of relationships between weather and Septoria tritici epidemics on winter wheat: a critical approach
    • Pietravalle S., Shaw M.W., Parker S.R., Van Den Bosch F. Modeling of relationships between weather and Septoria tritici epidemics on winter wheat: a critical approach. Phytopathology 2003, 93:1329-1339.
    • (2003) Phytopathology , vol.93 , pp. 1329-1339
    • Pietravalle, S.1    Shaw, M.W.2    Parker, S.R.3    Van Den Bosch, F.4
  • 24
    • 84863304598 scopus 로고    scopus 로고
    • R Foundation for Statistical Computing, Vienna, Austria, ISBN 3-900051-07-0
    • R Core Team R: A Language and Environment for Statistical Computing 2012, R Foundation for Statistical Computing, Vienna, Austria, ISBN 3-900051-07-0. http://www.R-project.org/.
    • (2012) R: A Language and Environment for Statistical Computing
  • 25
    • 0030741470 scopus 로고    scopus 로고
    • A simulation model for the development of brown rust epidemics in winter wheat
    • Rossi V., Racca P., Giosue S., Pancaldi D., Alberti I. A simulation model for the development of brown rust epidemics in winter wheat. Eur. J. Plant Pathol. 1997, 103:453-465.
    • (1997) Eur. J. Plant Pathol. , vol.103 , pp. 453-465
    • Rossi, V.1    Racca, P.2    Giosue, S.3    Pancaldi, D.4    Alberti, I.5
  • 26
    • 0033677843 scopus 로고    scopus 로고
    • Short-distance dispersal of wheat rust spores by wind and rain
    • Sache I. Short-distance dispersal of wheat rust spores by wind and rain. Agronomie 2000, 20:757-767.
    • (2000) Agronomie , vol.20 , pp. 757-767
    • Sache, I.1
  • 27
    • 84902691191 scopus 로고    scopus 로고
    • ROCR: visualizing classifier performance in R. Bioinformatics
    • Sing, T., Sander, O., Beerenwinkel, N., Lengauer, T., 2005. ROCR: visualizing classifier performance in R. Bioinformatics, 21 (20), pp. 7881, . http://rocr.bioinf.mpi-sb.mpg.de.
    • (2005) , vol.21 , Issue.20 , pp. 7881
    • Sing, T.1    Sander, O.2    Beerenwinkel, N.3    Lengauer, T.4
  • 28
    • 44349149336 scopus 로고    scopus 로고
    • Disease-weather relationships for powdery mildew and yellow rust on winter wheat
    • Te Beest D.E., Paveley N.D., Shaw M.W., Van den Bosch F. Disease-weather relationships for powdery mildew and yellow rust on winter wheat. Phytopathology 2008, 98:609-617.
    • (2008) Phytopathology , vol.98 , pp. 609-617
    • Te Beest, D.E.1    Paveley, N.D.2    Shaw, M.W.3    Van den Bosch, F.4
  • 31
    • 0023526238 scopus 로고
    • Mean squared error of prediction in models for studying ecological and agronomic systems
    • Wallach D., Goffinet B. Mean squared error of prediction in models for studying ecological and agronomic systems. Biometrics 1987, 43:561-573.
    • (1987) Biometrics , vol.43 , pp. 561-573
    • Wallach, D.1    Goffinet, B.2
  • 33
    • 84923322804 scopus 로고    scopus 로고
    • pda: Practial Data Analysis for Designed Experiments. R package version 1.2.8.
    • Yandell, B. 2007. pda: Practial Data Analysis for Designed Experiments. R package version 1.2.8. http://www.stat.wisc.edu/yandell/pda.
    • (2007)
    • Yandell, B.1
  • 35
    • 34047185229 scopus 로고    scopus 로고
    • Modeling the effect of cultivar resistance on yield losses of winter wheat in natural multiple disease conditions
    • Zhang X.Y., Loyce C., Meynard J.M., Monod H. Modeling the effect of cultivar resistance on yield losses of winter wheat in natural multiple disease conditions. Eur. J. Agron. 2007, 26:384-393.
    • (2007) Eur. J. Agron. , vol.26 , pp. 384-393
    • Zhang, X.Y.1    Loyce, C.2    Meynard, J.M.3    Monod, H.4
  • 36
    • 84923326566 scopus 로고    scopus 로고
    • Statistics with R/Generalized Linear Models: logistic regression
    • Poisson regression, etc./Logistic Regression. (; accessed 11.02.15.).
    • Zoonekynd, V., 2007. Statistics with R/Generalized Linear Models: logistic regression, Poisson regression, etc./Logistic Regression. (; accessed 11.02.15.). http://zoonek2.free.fr/UNIX/48_R/12.html#4.
    • (2007)
    • Zoonekynd, V.1
  • 37
  • 38
    • 84923377246 scopus 로고    scopus 로고
    • Elasticnet: Elastic-Net for Sparse Estimation and Sparse PCA. R package version 1.1.
    • Zou, H., Hastie, T., 2001. Elasticnet: Elastic-Net for Sparse Estimation and Sparse PCA. R package version 1.1. http://CRAN.R-project.org/package=elasticnet.
    • (2001)
    • Zou, H.1    Hastie, T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.