Meta-analysis of yield response of hybrid field corn to foliar fungicides in the U.S. corn belt

Phytopathology

Volumn 101, Issue 9, 2011, Pages 1122-1132

  Paul, P A ^a   Madden, L V ^a   Bradley, C A ^b   Robertson, A E ^c   Munkvold, G P ^c   Shaner, G ^d   Wise, K A ^d   Malvick, D K ^e   Allen, T W ^f   Grybauskas, A ^g   Vincelli, P ^h   Esker, P ⁱ  

^a OHIO STATE UNIVERSITY   (United States)

^b UNIVERSITY OF ILLINOIS AT URBANA CHAMPAIGN   (United States)

^c IOWA STATE UNIVERSITY   (United States)

^d PURDUE UNIVERSITY   (United States)

^e UNIVERSITY OF MINNESOTA   (United States)

^f MISSISSIPPI STATE UNIVERSITY   (United States)

^g UNIVERSITY OF MARYLAND   (United States)

^h UNIVERSITY OF KENTUCKY   (United States)

ⁱ UNIVERSITY OF WISCONSIN MADISON   (United States)

Author keywords

Quinone outside inhibitor fungicides; Research synthesis; Risk analysis

Indexed keywords

ACETIC ACID DERIVATIVE; AZOXYSTROBIN; CARBAMIC ACID DERIVATIVE; FUNGICIDE; IMINE; METHACRYLIC ACID DERIVATIVE; METHYL METHOXYIMINO(ALPHA (1 (ALPHA,ALPHA,ALPHA TRIFLUORO 3 TOLYL)ETHYLIDENEAMINOOXY) 2 TOLYL)ACETATE; METHYL METHOXYIMINO(ALPHA-(1-(ALPHA,ALPHA,ALPHA-TRIFLUORO-3-TOLYL)ETHYLIDENEAMINOOXY)-2-TOLYL)ACETATE; PROPICONAZOLE; PYRACHLOSTROBIN; PYRAZOLE DERIVATIVE; PYRIMIDINE DERIVATIVE; TRIAZOLE DERIVATIVE;

ARTICLE; CEREAL; DRUG EFFECT; GROWTH, DEVELOPMENT AND AGING; MAIZE; META ANALYSIS; MICROBIOLOGY; PLANT DISEASE; PLANT LEAF; RISK FACTOR; UNITED STATES;

ACETATES; CARBAMATES; CEREALS; FUNGICIDES, INDUSTRIAL; IMINES; METHACRYLATES; PLANT DISEASES; PLANT LEAVES; PYRAZOLES; PYRIMIDINES; RISK FACTORS; TRIAZOLES; UNITED STATES; ZEA MAYS;

ZEA MAYS;

EID: 80052624328     PISSN: 0031949X     EISSN: None     Source Type: Journal    
DOI: 10.1094/PHYTO-03-11-0091     Document Type: Article

References (72)

1. Adee, E. A., Paul, L. E., Nafziger, E. D., and Bollero, G. 2005. Yield loss of corn hybrids to incremental defoliation. Online. Crop Management. doi: 10.1094/CM-2005-0427-01-RS.
2. Arends, L. R., Hoes, A. W., Lubsen, J., Grobbee, D. E., and Stijnen, T. 2000. Baseline risk as predictor of treatment benefit: three clinical metare-analyses. Stat. Med. 19:3497-3518. (Pubitemid 32056699)
3. Beckman, P. M., and Payne, G. A. 1982. External growth, penetration, and development of Cercospora zeae-maydis in corn leaves. Phytopathology 72:810-815.
4. Borenstein, M., Hedges, L. V., Higgins, J. P. T., and Rothstein, H. R. 2009. Introduction to Meta-Analysis. John Wiley & Sons, Chichester, UK.
5. Box, G. E. P., and Tiao, G. C. 1973. Bayesian Inference in Statistical Analysis. Addison-Wesley, Reading, MA.
6. Bradley, C. A., and Ames, K. A. 2009. Evaluation of foliar fungicides on corn in Auburn, Illinois, 2008. Plant Disease Management Reports 3:FC001. Online publication. doi: 10.1094/PDMR03.
7. Bradley, C. A., and Ames, K. A. 2009. Evaluation of foliar fungicides on corn in Perry, Illinois, 2008. Plant Disease Management Reports 3:FC002. Online publication. doi: 10.1094/PDMR03.
8. Bradley, C. A., and Ames, K. A. 2009. Evaluation of foliar fungicides on corn in Urbana, Illinois, 2008. Plant Disease Management Reports 3:FC003. Online publication. doi: 10.1094/PDMR03.
9. Brand, R., and Kragt, H. 1992. Importance of trends in the interpretation of an overall odds ratio in the meta-analysis of clinical trials. Stat. Med. 11:2077-2082. (Pubitemid 23066840)
10. de Nazareno, N. R. X., Lipps, P. E., and Madden, L. V. 1993. Effect of levels of corn residue on the epidemiology of gray leaf spot of corn in Ohio. Plant Dis. 77:67-70.
11. Field, A. P. 2001. Meta-analysis of correlation coefficients: A Monte Carlo comparison of fixed- and random-effects methods. Psychol. Methods 6:161-180. (Pubitemid 33604037)
12. Gorman, D., Anderson, B. M., and Abad, L. 1997. Yield loss of corn hybrids with differing levels of gray leaf spot resistance. Pages 171-182 in: Proc. Annu. Corn Sorghum Res. Conf., 52nd. American Seed Trade Association, Washington, DC.
13. Gower, S. A., M. M. Loux, J. Cardina, and Harrison, S. K. 2002. Effect of planting date, residual herbicide, and postemergence application timing on weed control and grain yield in glyphosate-tolerant corn (Zea mays). Weed Technol. 16:488-494.
14. Grossman, K., Kwiatkowski, J., and Caspar, G., 1999. Regulation of phytohormone levels, leaf senescence and transpiration of the strobilurin kresoxim-methyl in wheat (Triticum aestivum). J. Plant Physiol. 154:805-808. (Pubitemid 29365448)
15. Grossman, K., and Retzlaff, G. 1997. Bioregulatory effects of the fungicide strobilurin kresoxim-methyl in wheat (Triticum aestivum). Pestic. Sci. 50:11-20. (Pubitemid 27236319)
16. Grover, K. K., Roth, G. W., and Karsten, H. D. 2009. Corn grain yields and yield stability in four long-term cropping systems. Agron. J. 101:940-946.
17. Hedges, L. V., Gurevitch, J., and Curtis, P. S. 1999. The meta-analysis of response ratios in experimental ecology. Ecology 80:1150-1156. (Pubitemid 29279919)
18. Hedges, L. V., and Olkin, I. 1980. Vote-counting methods in research synthesis. Psychol. Bull. 88:359-369.
19. Hedges, L. V., and Vevea, J. L. 1998. Fixed- and random-effects models in meta-analysis. Psychol. Methods 3:486-504. (Pubitemid 128459639)
20. Higgins, J. P. T., and Thompson, S. G. 2002. Quantifying heterogeneity in a meta-analysis. Stat. Med. 21:1539-1588.
21. Hunter, J. E., and Schmidt, F. L., 2004. Methods of Meta-Analysis: Correcting Error and Bias in Research Findings, 2nd ed. Sage Publications Inc., Thousand Oaks, CA.
22. Jackson, T. A. 2006. Evaluation of foliar fungicides on gray leaf spot of corn in Nebraska, 2005. Fungic. Nematicide Tests 61:FC041. Online publication. doi: 10.1094/FN61.
23. Jackson, T. A., Behn, J. L., and Miller, D. W. 2008. Evaluation of foliar fungicides on leaf diseases of corn in Nebraska, 2007. Plant Disease Management Reports 2:FC058. Online publication. doi: 10.1094/PDMR02.
24. Jackson, T. A., Schleicher, C. M., and Behn, J. L. 2010. Evaluation of foliar fungicides on gray leaf spot of field corn in Nebraska, 2009. Plant Disease Management Reports 4:FC089. Online publication. doi: 10.1094/PDMR04.
25. Jackson, T. A., Schleicher, C. M., and Behn, J. L. 2010. Foliar fungicides efficacy on gray leaf spot of field corn in Nebraska, 2009. Plant Disease Management Reports 4:FC090. Online publication. doi: 10.1094/PDMR04.
26. Jenco, J. H. 1995. Epidemiology of Cercospora zeae-maydis on Zea mays in Iowa. M.S. thesis, Iowa State University, Ames.
27. Jeschke, M., and Doerge, T. 2007. Management of foliar diseases in corn with fungicides. In: Crop Insights, 17, no. 14. Pioneer Hi-Bred, Johnston, IA.
28. Lee, C., P., and Vincelli, P. 2008. Evaluation of fungicides for control of gray leaf spot in corn, 2007. Plant Disease Management Reports 2:FC096. Online publication. doi: 10.1094/PDMR02.
29. Lee, C., P., and Vincelli, P. 2010. Evaluation of fungicide application on yield in field corn, 2008. Plant Disease Management Reports 4:FC019.Online publication. doi: 10.1094/PDMR04.
30. Lee, C., P., and Vincelli, P. 2010. Evaluation of fungicide application on disease intensity and yield in field corn, 2009. Plant Disease Management Reports 4:FC020. Online publication. doi: 10.1094/PDMR04.
31. Lipps, P. E. 1987. Gray leaf spot epiphytotic in Ohio corn. Plant Dis. 71:281.
32. Lipps, P. E. 1996. Reaction of corn hybrid to gray leaf spot. Pages 163-180 in: Proc. 51st Annu. Corn Sorghum Res. Conf. Chicago.
33. Lipps, P. E. 1998. Gray leaf spot: a global threat to corn production. APSnet Feature (May). Published online by The American Phytopathological Society, St. Paul, MN.
34. Lipsey, M. W., and Wilson, D. B. 2001. Practical Meta-Analysis. Sage Publications Inc., Thousand Oaks, CA.
35. Littell, R. C., Milliken, G. A., Stroup, W. W., Wolfinger, R. D., and Schabenberger, O. 2006. SAS for Mixed Models, 2nd ed. SAS Institute, Cary, NC.
36. Madden, L. V., and Paul, P. A. 2011. Meta-analysis for evidence synthesis in plant pathology: an overview. Phytopathology 101:16-30.
37. Munkvold, G. P., Doerge, T., and Bradley, C. 2008. IPM is still alive for corn leaf diseases: look before you spray. In: Proc. 62nd Annu. Corn Sorghum Res. Conf. Chicago. CD-ROM, American Seed Trade Association, Alexandria, VA..
38. Munkvold, G. P., Martinson, C. A., Shriver, J. M., and Dixon, P. M. 2001. Probabilities for profitable fungicide use against gray leaf spot in hybrid maize. Phytopathology 91:477-484. (Pubitemid 32417956)
39. Nason, M. A., Farrar, J., and Bartlett, D. 2007. Strobilurin fungicides induce changes to photosynthetic gas exchange that do not improve water use efficiency of plants grown under conditions of water stress. Pest Manage. Sci. 63:1191-1200. (Pubitemid 350144822)
40. Normand, S. L. T. 1999. Tutorial in biostatistics. Meta-analysis: formulating, evaluating, combining, and reporting. Stat. Med. 18:321-359.
41. Paul, P. A, Johnson, A. L., and Mills, D. R. P. 2008. Evaluation of fungicides for gray leaf spot control in field corn in Ohio, 2007. Plant Disease Management Reports 2:FC045. Online publication. doi: 10.1094/PDMR02.
42. Paul, P. A., Lipps, P. E., Hershman, D. E., McMullen, M. P., Draper, M. A., and Madden, L. V. 2007. A quantitative review of tebuconazole effect on Fusarium head blight and deoxynivalenol content in wheat. Phytopathology 97:211-220. (Pubitemid 46167890)
43. Paul, P. A., Lipps, P. E., Hershman, D. E., McMullen, M. P., Draper, M. A., and Madden, L. V. 2008. Efficacy of triazole-based fungicides for Fusarium head blight and deoxynivalenol control in wheat: a multivariate meta-analysis. Phytopathology 98:999-1011.
44. Paul, P. A., Lipps, P. E., and Madden, L. V. 2005. Relationship between visual estimates of Fusarium head blight intensity and deoxynivalenol accumulation in harvested wheat grain: A meta-analysis. Phytopathology 95:1225-1236. (Pubitemid 41417122)
45. Paul, P. A., and Munkvold, G. P. 2004. A model-based approach to preplanting risk assessment for gray leaf spot of maize. Phytopathology 94:1350-1357. (Pubitemid 39569382)
46. Paul, P. A., and Munkvold, G. P. 2005. Influence of temperature and relative humidity on sporulation of Cercospora zeae-maydis and expansion of gray leaf spot lesions on maize leaves. Plant Dis. 89:624-630. (Pubitemid 40697736)
47. Paul, P. A, Wallhead, M. W., and Mills, D. R. P. 2009. Effects of fungicides on gray leaf spot and yield of field corn in Ohio, 2008. Plant Disease Management Reports 3:FC093. Online publication. doi: 10.1094/PDMR03.
48. Paul, P. A, Wallhead, M. W., and Mills, D. R. P. 2009. Gray leaf spot and yield responses to foliar fungicides in field corn in Ohio, 2008. Plant Disease Management Reports 3:FC092. Online publication. doi: 10.1094/PDMR03.
49. Payne, G. A., Duncan, H. E., and Adkins, C. R. 1987. Influence of tillage on development of gray leaf spot and number of airborne conidia of Cercospora zeae maydis. Plant Dis. 71:329-332.
50. Raymond, F. D., Alley, M. M., Parrish, D. J., and Thomason, W. E. 2009. Plant density and hybrid impacts on corn grain and forage yield and nutrient uptake. J. Plant Nutr. 32:395-409.
51. Riedell, W. E., Pikul, Jr., J. L., Jaradat, A, A., and Schumacher, T. E. 2009. Crop rotation and nitrogen input effects on soil fertility, maize mineral nutrition, yield, and seed composition. Agron. J. 101:870-879.
52. Ritchie, S. W., Hanway, J. J., and Benson, G. O. 1992. How a corn plant develops. Spec. Rep. No. 48. Iowa State Univ. Coop. Ext. Serv. Ames.
53. Rupe, J. C., Siegel, M. R., and Hartman, J. R. 1982. Influence of environment and plant maturity on gray leaf spot of corn caused by Cercospora zeae-maydis. Phytopathology 72:1587-1591.
54. Shah, D. A., and Dillard, H. R. 2010. Managing foliar diseases of processing sweet corn in New York with strobilurin fungicides. Plant Dis. 94:213-220.
55. Sheu, C. F., and Suzuki, S. 2001. Meta-analysis using linear mixed models. Behav. Res. Methods Ins. C. 33:102-107. (Pubitemid 33594237)
56. Shriver, J. M., and Robertson A. E. C. 2009. Comparison of fungicides for disease control and yield response of corn in Nashua, Iowa 2008. Plant Disease Management Reports 3:FC014. Online publication. doi: 10.1094/PDMR03.
57. Stanger, T. F., and Lauer, J. G. 2008. Corn grain yield response to crop rotation and nitrogen over 35 years. Agron. J. 100:643-650. (Pubitemid 351769972)
58. Stromberg, E. L., and Flinchum, L. E. 2003. Evaluation of foliar fungicides for the control of gray leaf spot of corn in Virginia, 2002. Fungic. Nematicide Tests 58:FC001. Online publication. doi: 10. 10.1094/FN58.
59. Stromberg, E. L., and Kenley, C. C. 2004. Evaluation of foliar fungicides for the control of gray leaf spot of corn in Virginia, 2003. Fungic. Nematicide Tests 59:CF021. Online publication. doi: 10.1094/FN58.
60. Stromberg, E. L., and Kenley, C. C. 2005. Evaluation of foliar fungicides for the control of gray leaf spot of corn in Virginia, 2004. Fungic. Nematicide Tests 60:FC074. Online publication. doi: 10.1094/FN60.
61. Stromberg, E. L., and Kenley, C. C. 2006. Evaluation of foliar fungicides for the control of gray leaf spot of corn in Virginia, 2005. Fungic. Nematicide Tests 61:FC061. Online publication. doi: 10.1094/FN61.
62. Stromberg, E. L., and Kenley, C. C. 2009. Evaluation of foliar fungicides for the control of gray leaf spot of corn in Virginia, 2008. Plant Disease Management Reports 3:FC017. Online publication. doi: 10.1094/PDMR03.
63. Thorson, P. R., and Martinson, C. A. 1993. Development and survival of Cercospora zeae- maydis germlings in different relative humidity environments. Phytopathology 83:153-157.
64. van Houwelingen, H. C., Arends, L. R., and Stijnen, T. 2002. Advanced methods in meta-analysis: multivariate approach and meta-regression. Stat. Med. 21:589-624. (Pubitemid 34141379)
65. Viswakumar, A. Mullen, R. W., Sundermeier, A., and Dygert, C. E. 2008. Tillage and nitrogen application methodology impacts on corn grain yield. J. Plant Nutr. 31:1963-1974.
66. Ward, J. M. J., Stromberg, E. L., Nowell, D. C., and Nutter, F. W., Jr. 1999. Gray leaf spot: a disease of global importance in maize production. Plant Dis. 83:884-895.
67. Wegulo, S. N., Martinson, C. A., Rivera-C., J. M., and Nutter, F. W., Jr. 1997. Model for economic analysis of fungicide usage in hybrid corn seed production. Plant Dis. 81:415-422.
68. Wegulo, S. N., Rivera-C, J. M., Martinson, C. A., and Nutter, F. W., Jr. 1998. Efficacy of fungicide treatments for control of common rust and northern leaf spot in hybrid corn seed production. Plant Dis. 82:547-554.
69. Wise, K., and Buechley, G. 2010. Efficacy of early applications of foliar fungicides on corn diseases and yield in Indiana, 2009. Plant Disease Management Reports 4:FC092. Online publication. doi: 10.1094/PDMR04.
70. Wise, K., and Buechley, G. 2010. Efficacy of foliar fungicides on corn diseases in central and southeastern Indiana, 2009. Plant Disease Management Reports 4:FC091. Online publication. doi: 10.1094/PDMR04.
71. Wise, K., and Buechley, G. 2010. Evaluation of foliar fungicides for management of corn diseases in Indiana, 2009. Plant Disease Management Reports 4:FC093. Online publication. doi: 10.1094/PDMR04.
72. Wu, Y.-X., and von Tiedemann, A. 2001. Physiological effects of azoxystrobin and epoxiconazole on senescence and the oxidative status of wheat. Pest. Biotechnol. Phys. 71:1-10. (Pubitemid 32882210)