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A standard area diagram set to aid estimation of the severity of Asiatic citrus canker on ripe sweet orange fruit

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Abstract

Asiatic citrus canker (ACC) is a major disease of citrus in many tropical and subtropical citrus-growing regions. Severe disease can develop on the fruit, making it unmarketable. Research activities need accurate and reliable methods to estimate the severity of citrus canker, most often done visually by raters. The objective was to validate and compare two standard area diagram sets (SADs) as aids for raters to improve the accuracy and reliability of visual estimates of canker severity on ripe fruit of sweet orange (unripe fruit are green, and have slightly different symptoms compared to ripe fruit, warranting different SADs). A 5-diagram SAD set (0.7, 2.0, 7.0, 21.0 and 39.0 %) and a 6-diagram SAD set (0.7, 2.0, 4.0, 10.0, 21.0 and 39.0 %) were compared; the 6-diagram set had an additional diagram in the most common severity range. Fifteen raters evaluated 40 images of cankered, unripe fruit. Both the 5- and 6-diagram SADs improved the accuracy and reliability of rater estimates. Agreement, measured by Lin’s concordance correlation coefficient (ρ c ) was 0.735 to 0.906 when not using SADs, 0.931 to 0.985 when using 5-diagram SADs, and 0.879 to 0.979 when using 6-diagram SADs. Mean inter-rater reliability (R2) was 0.638 when not using SADs, 0.889 when using 5-diagram SADs, and 0.834 when using 6-diagram SADs. The 5-diagram SADs resulted in significantly more accurate and reliable estimates compared with the 6-diagram set, and is thus recommended for use. The SADs should have application for estimating ACC severity on ripe fruit of other citrus, including grapefruit.

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References

  • Amorim, L., & Bergamin Filho, A. (1996). Doenças de Plantas Tropicais: Epidemiologia e Controle Econômico. Editora Ceres: São Paulo.

    Google Scholar 

  • Bardsley, S. J., & Ngugi, H. K. (2012). Reliability and accuracy of visual methods used to quantify severity of foliar bacterial spot symptoms on peach and nectarine. Plant Pathology, 62, 460–474.

    Article  Google Scholar 

  • Behlau, F., Belasque, J., Jr., Graham, J. H., & Leite, R. P., Jr. (2009). Effect of frequency of copper applications on control of citrus canker and the yield of young bearing sweet orange trees. Crop Protection, 29, 300–305.

    Article  Google Scholar 

  • Belasque, J., Jr., Bassanezi, R. B., Spósito, M. B., Ribeiro, L. M., Jesus, W. C., Jr., & Amorim, L. (2005). Escalas diagramáticas para a avaliação da severidade do cancro cítrico. Fitopatologia Brasileira, 30, 387–393.

    Article  Google Scholar 

  • Belasque, J., Jr., Jaciani, F. J., Marin, D. R., & Barbosa, J. C. (2008). Tamanho da amostra para quantificação do tamanho de lesões do cancro cítrico. Tropical Plant Pathology, 33, 317–322.

    Article  Google Scholar 

  • Bitancourt, A. A. (1957). O cancro citrico. O Biologico, 23, 101–111.

    Google Scholar 

  • Bock, C. H., Parker, P. E., Cook, A. Z., & Gottwald, T. R. (2008a). Visual assessment and the use of image analysis for assessing different symptoms of citrus canker on grapefruit leaves. Plant Disease, 92, 530–541.

    Article  Google Scholar 

  • Bock, C. H., Parker, P. E., Cook, A. Z., & Gottwald, T. R. (2008b). Characteristics of the perception of different severity measures of citrus canker and the relations between the various symptom types. Plant Disease, 92, 927–939.

    Article  Google Scholar 

  • Bock, C. H., Poole, G., Parker, P. E., & Gottwald, T. R. (2010). Plant disease severity estimated visually, by digital photography and image analysis, and by hyperspectral imaging. Critical Reviews in Plant Sciences, 29, 59–107.

    Article  Google Scholar 

  • Bock, C. H., Gottwald, T. R., & Parker, P. E. (2011). Distribution of canker lesions on the surface of diseased grapefruit. Plant Pathology, 60, 986–991.

    Article  Google Scholar 

  • Braido, R., Gonçalves-Zuliani, A.M.O., Carvalho, S.A., Belasque Junior, J., Bock, C.H., & Nunes, W.M.C. (2014). Development and validation of standard area diagrams as assessment aids for estimating the severity of citrus canker on unripe oranges. Plant Disease, 98, Accepted.

  • Corrêa, F. M., Bueno Filho, J. S. S., & Carmo, M. G. F. (2009). Comparison of three diagrammatic keys for the quantification of late blight in tomato leaves. Plant Pathology, 58, 1128–1133.

    Article  Google Scholar 

  • Das, A. K. (2003). Citrus canker—a review. Journal of Applied Horticulture, 5, 52–60.

    Google Scholar 

  • Godoy, C. V., Koga, L. J., & Canteri, M. G. (2006). Diagrammatic scale for assessment of soybean rust severity. Fitopatologia Brasileira, 31, 63–68.

    Article  Google Scholar 

  • Gottwald, T.R., Graham, J.H. & Schubert, T.S. (2002). Citrus canker: The pathogen and its impact. Plant Health Progress doi:10.1094/PHP-2002-0812-01-RV. http://www.plantmanagementnet work.org/pub/php/review/citruscanker/

  • Gottwald, T. R., Graham, J. H., Bock, C. H., Bonn, G., Civerolo, E., Irey, M., Leite, R., Lopez, M., McCollum, G., Parker, P., Ramallo, J., Riley, T., Schubert, T., Stein, B., & Taylor, E. (2009). The epidemiological significance of post-packinghouse survival of Xanthomonas citri ssp. citri for dissemination of Asiatic citrus canker via infected fruit. Crop Protection, 28, 508–524.

    Article  Google Scholar 

  • James, W. C. (1971). An illustrated series of assessment keys for plant diseases, their preparation and usage. Canadian Plant Disease Survey, 51, 39–65.

    Google Scholar 

  • Kranz, J. (1977). A study on maximum severity in plant disease. Travaux de’die’s a’ G. Viennot-Bourgin, 16, 9–73.

    Google Scholar 

  • Lin, L. I. (1989). A concordance correlation coefficient to evaluate reproducibility. Biometrics, 45, 255–68.

    Article  CAS  PubMed  Google Scholar 

  • Lu, L., & Shara, N. (2007). Reliability analysis: Calculate and Compare Intra-class Correlation Coefficients (ICC) in SAS. Statistics and Data Analysis. NeSug 2007. 3 pp. http://www.nesug.org/Proceedings/nesug07/sa/sa13.pdf.

  • Madden, L. V., Hughes, G., & van den Bosch, F. (2007). The Study of Plant Disease Epidemics. St. Paul, MN: APS Press.

    Google Scholar 

  • Michereff, S. J., Noronha, M. A., Andrade, D. E. G. T., Oliveira, E. P., Xavier Filha, M. S., & Moreira, P. A. A. (2006). Development and validation of a diagrammatic key for Cercospora leaf spot of sweet pepper. Summa Phytopathologica, 32, 260–266.

    Article  Google Scholar 

  • Nita, M., Ellis, M. A., & Madden, L. V. (2003). Reliability and accuracy of visual estimation of Phomopsis leaf blight of strawberry. Phytopathology, 93, 995–1005.

    Article  CAS  PubMed  Google Scholar 

  • Nutter, F.W. Jr., Miller, D.L., & Wegulo, S.N. (1998). Do standard diagrams improve the accuracy and precision of disease assessment? In: 7th International Congress of Plant Pathology, Edinburgh. Volume 2, p.2.1.16

  • Nutter, F. W., Jr., Teng, P. S., & Shokes, F. M. (1991). Disease assessment terms and concepts. Plant Disease, 75, 1187–1188.

    Google Scholar 

  • Nutter, F. W., Jr., Gleason, M. L., Jenco, J. H., & Christians, N. L. (1993). Accuracy, intra-rater repeatability, and inter-rater reliability of disease assessment systems. Phytopathology, 83, 806–12.

    Article  Google Scholar 

  • Parker, S. R., Shaw, M. W., & Royle, D. J. (1995). Reliable measurement of disease severity. Aspects of Applied Biology, 43, 205–214.

    Google Scholar 

  • Schubert, T., Shabbir, J., Rizvi, A., Sun, X., Gottwald, T. R., Graham, J. H., & Dixon, W. N. (2001). Meeting the challenge of eradicating citrus canker in Florida - again. Plant Disease, 85, 340–356.

    Article  Google Scholar 

  • Sherwood, R. T., Berg, C. C., Hoover, M. R., & Zeiders, K. E. (1983). Illusions in visual assessment of Stagonospora Leaf Spot of orchardgrass. Phytopathology, 73, 173–177.

    Article  Google Scholar 

  • Spolti, P., Schneider, L., Sanhueza, R. M. V., Batzer, J. C., Gleason, M. L., & Medeiros Del Ponte, E. (2011). Improving sooty blotch and flyspeck severity estimation on apple fruit with the aid of standard area diagrams. European Journal of Plant Pathology, 129, 21–9.

    Article  Google Scholar 

  • Spósito, M. B., Amorim, L., Belasque, J., Jr., Bassanezi, R. B., & Aquino, R. (2004). Elaboração e validação de escala diagramática para avaliação da severidade da mancha preta em frutos cítricos. Fitopatologia Brasileira, 29, 81–85.

    Article  Google Scholar 

  • Vale, F.X.R., Fernandes Filho, E.I., & Liberato J.R. (2003). QUANT – A software for plant disease severity assessment. 8th International Congress of Plant Pathology. Christchurch, New Zealand, 2–7. Pp 105, abstract 8.18.

  • Yadav, N. V. S., de Vos, S. M., Bock, C. H., & Wood, B. W. (2013). Development and validation of standard area diagrams to aide assessment of pecan scab symptoms on pecan fruit. Plant Pathology, 62, 325–335.

    Article  Google Scholar 

  • Yi, Q., Wang, P. P., & He, Y. (2008). Reliability analysis for continuous measurements: Equivalence test for agreement. Statistics in Medicine, 27, 2816–2815.

    Article  PubMed  Google Scholar 

Download references

Acknowledgments

We acknowledge support of The National Council for Scientific and Technological Development – CNPq, for financial aid provided and granted to the seventh author, and to Coordination of Improvement of Higher Education Personnel – CAPES, for financial assistance granted to the second and third author for a scholarship.

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Correspondence to William M. C. Nunes.

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Braido, R., Gonçalves-Zuliani, A.M.O., Nocchi, P.T.R. et al. A standard area diagram set to aid estimation of the severity of Asiatic citrus canker on ripe sweet orange fruit. Eur J Plant Pathol 141, 327–337 (2015). https://doi.org/10.1007/s10658-014-0544-0

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