Abstract
Dragon fruit canker (DFC) disease caused by the fungus Neoscytalidium dimidiatum poses a significant threat to yield and fruit quality in cultivating dragon fruit (Hylocereus spp.). Accurate assessment of canker severity is crucial for determining the effectiveness of management strategies for controlling this disease. We developed a standard area diagram set (SADs) consisting of nine levels of disease severity (0.5 to 60%) and subsequently validated the SADs based on the patterns and distribution of the symptoms. For the validation, eighteen raters with no prior experience in disease assessment were recruited to estimate the severity of canker symptoms on 50 stems/cladodes of dragon fruit before and after using SADs. Both accuracy and precision were improved when they used the SADs. Statistical parameters for the 18 raters were as follows: bias coefficient factor (Cb) without SADs = 0.791, with SADs = 0.982; correlation coefficient (r) without SADs = 0.884, with SADs = 0.918; Lin's concordance correlation coefficient (ρc) without SADs = 0.702, with SADs = 0.902. Estimates were also more reliable by using the SADs: inter-rater coefficient of determination (R2) without SADs = 0.749, with SADs = 0.810. The newly developed SADs provide a practical, standardized tool for assessing dragon fruit canker severity, aiding researchers and growers in more accurate disease monitoring, yield loss estimation, intervention planning, and control measure evaluation.
References
An, N. N., Thao, H. H. M., Yen, H. N. H., Hanh, N. T. D., Hoa, N. L. H., Tien, T. T. T., & Viet, P. T. (2020). Isolation, identification, and characterization of bacterial antagonists of the dragon fruit fungal pathogen Neoscytalidium dimidiatum. Journal of Science and Technology, 44(02), 76–85. https://doi.org/10.46242/jst-iuh.v44i02.1036
Bock, C. H., Poole, G. H., 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(2), 59–107. https://doi.org/10.1080/07352681003617285
Bock, C. H., Chiang, K. S., & Del Ponte, E. M. (2022). Plant disease severity estimated visually: A century of research, best practices, and opportunities for improving methods and practices to maximize accuracy. Tropical Plant Pathology, 47(1), 25–42. https://doi.org/10.1007/s40858-021-00439-z
Chen, N. J., & Paull, R. E. (2019). Overall dragon fruit production and global marketing. Food and Fertilizer Technology Center for the Asian and Pacific Region, 9(2), 229–239. https://ap.fftc.org.tw/article/1596. Accessed 27 Aug 2023
CDMS. (2023). Crop data management systems. https://www.cdms.net. Accessed 17 Oct 2023
Del Ponte, E. M., Pethybridge, S. J., Bock, C. H., Michereff, S. J., Machado, F. J., & Spolti, P. (2017). Standard area diagrams for aiding severity estimation: Scientometrics, pathosystems, and methodological trends in the last 25 years. Phytopathology, 107(10), 1161–1174. https://doi.org/10.1094/PHYTO-02-17-0069-FI
Dolinski, M. A., Duarte, H. D. S. S., da Silva, J. B., & May De Mio, L. L. (2017). Development and validation of a standard area diagram set for assessment of peach rust. European Journal of Plant Pathology, 148, 817–824. https://doi.org/10.1007/s10658-016-1138-9
Domiciano, G. P., Duarte, H. S. S., Moreira, E. N., & Rodrigues, F. A. (2014). Development and validation of a set of standard area diagrams to aid in estimation of spot blotch severity on wheat leaves. Plant Pathology, 63(4), 922–928. https://doi.org/10.1111/ppa.12150
Duan, J., Zhao, B., Wang, Y., & Yang, W. (2015). Development and validation of a standard area diagram set to aid estimation of bacterial spot severity on tomato leaves. European Journal of Plant Pathology, 142, 665–675. https://doi.org/10.1007/s10658-015-0642-7
Duarte, H. S. S., Zambolim, L., Capucho, A. S., Júnior, A. F. N., Rosado, A. W. C., Cardoso, C. R., & Mizubuti, E. S. G. (2013). Development and validation of a set of standard area diagrams to estimate severity of potato early blight. European Journal of Plant Pathology, 137, 249–257. https://doi.org/10.1007/s10658-013-0234-3
EFSA Panel on Plant Health (PLH), Bragard, C., Baptista, P., Chatzivassiliou, E., Di Serio, F., Gonthier, P., & Reignault, P. L. (2023). Pest categorisation of Neoscytalidium dimidiatum. EFSA Journal, 21(5), e08001. https://doi.org/10.2903/j.efsa.2023.8001
Espinoza-Lozano, L., Sumba, M., Calero, A., Jimenez, M. I., & Quito-Avila, D. F. (2023). First report of Neoscytalidium dimidiatum causing stem canker on yellow dragon fruit (Hylocereus megalantus) in Ecuador. Plant Disease, 107(6), 1949. https://doi.org/10.1094/PDIS-06-22-1403-PDN
Faleiro, F. (2022). Pitaia: a fruta que está conquistando o Brasil. Anuário Campo & Negócios Hortifruti, 11, 97–99. https://ainfo.cnptia.embrapa.br/digital/bitstream/doc/1152429/1/Pitaia-fruta-conquistando-2022.pdf. Accessed 15 Oct 2023
Fullerton, R. A., Sutherland, P. A., Hieu, R. R. N. T., Thu, N. N. A., Linh, D. T., Thanh, N. T. K., & Van Hoa, N. (2018). The life cycle of dragon fruit canker caused by Neoscytalidium dimidiatum and implications for control. In Proceedings of Dragon Fruit Regional Network Initiation Workshop, FFTC, Taipei, Taiwan, (pp. 71–80). https://kmadmin.fftc.org.tw/api/backend/articles/479/article-pdf?584cedd2b219c65c48d2db4879dc2aec. Accessed 21 Apr 2023
Hieu, N. T., Thu, N. N. A., Linh, D. T., Thanh, N. T. K., Van Hoa, N., & Rangaswamy, M. (2018). Effect of various degree of canopy pruning on plant growth, yield, and control of canker disease of dragon fruit crop. In Proceedings of the International Conference on Tropical Fruit Pests and Diseases, Kota Kinabalu, Sabah, Malaysia, (pp. 25–27). https://ipmil.cired.vt.edu/wp-content/uploads/2019/04/S4P2.pdf. Accessed 28 Apr 2024
Hong, C. F., Gazis, R., Crane, J. H., & Zhang, S. (2020). Prevalence and epidemics of Neoscytalidium stem and fruit canker on pitahaya (Hylocereus spp.) in South Florida. Plant Disease, 104(5), 1433–1438. https://doi.org/10.1094/PDIS-10-19-2158-RE
Hossain, F. M., Numan, S. M. N., & Akhtar, S. (2021). Cultivation, nutritional value, and health benefits of Dragon Fruit (Hylocereus spp.): A Review. International Journal of Horticultural Science and Technology, 8(3), 259–269. https://doi.org/10.22059/ijhst.2021.311550.400
Intana, W., Kumla, J., Suwannarach, N., & Sunpapao, A. (2023). Biological control potential of a soil fungus Trichoderma asperellum K1–02 against Neoscytalidium dimidiatum causing stem canker of dragon fruit. Physiological and Molecular Plant Pathology, 128, 102151. https://doi.org/10.1016/j.pmpp.2023.102151
Lan, G. B., He, Z. F., Xi, P. G., & Jiang, Z. D. (2012). First report of brown spot disease caused by Neoscytalidium dimidiatum on Hylocereus undatus in Guangdong. Chinese Mainland. Plant Disease, 96(11), 1702–1702. https://doi.org/10.1094/PDIS-07-12-0632-PDN
Lobo, R., Bender, G., Tanizaki, G., de Soto, J. F., & Aguiar, J. (2013). Pitahaya or dragon fruit production in California: a research update. https://ucanr.edu/sites/sdsmallfarms/files/197430.pdf. Accessed 29 Apr 2024
Mercado-Silva, E.M. (2018). Pitaya—Hylocereus Undatus (Haw). Exotic Fruits, 339–349. https://doi.org/10.1016/B978-0-12-803138-4.00045-9
Merten, S. (2003). A review of Hylocereus production in the United States. J. PACD, 5, 98–105. https://www.doc-developpement-durable.org/file/Culture/Arbres-Fruitiers/FICHES_ARBRES/pitaya/A%20Review%20of%20Hylocereus%20Production%20in%20the%20United%20States.pdf. Accessed 17 Mar 2023
MAPA. (2023). Agrofit - Sistema de agrotóxicos fitossanitários. https://agrofit.agricultura.gov.br/agrofit_cons/principal_agrofit_cons. Accessed 12 Sep 2023
Mohd, M. H., Salleh, B., & Zakaria, L. (2013). Identification and molecular characterizations of Neoscytalidium dimidiatum causing stem canker of red-fleshed dragon fruit (Hylocereus polyrhizus) in Malaysia. Journal of Phytopathology, 161(11–12), 841–849. https://doi.org/10.1111/jph.12146
Nangare, D. D., Taware, P. B., Singh, Y., Kumar, P. S., Bal, S. K., Ali, S., & Pathak, H. (2020). Dragon Fruit: A potential crop for abiotic stressed areas. Technical Bulletin. ICAR-National Institute of Abiotic Stress Management, 46, 24. http://117.239.43.83/sites/default/files/pdfs/DragonFruitBulletin-47.pdf. Accessed 9 May 2024
R Core Team (2023). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. http://www.R-project.org/. Accessed 26 Oct 2023
Retana-Sánchez, K., Blanco-Meneses, M., & Castro-Zúñiga, O. (2019). Etiology of stem canker caused by Neoscytalidium dimidiatum (Penz) on Hylocereus costaricensis, in Costa Rica. Agronomía Costarricense, 43(1), 21–33. https://doi.org/10.15517/rac.v43i1.35646
Riska, J., Budiyanti, T., Husada, E. D., Indriyani, N. L. P., Hadiati, S., Muas, I., & Mansyah, E. (2023). Stem canker of dragon fruit (Hylocereus polyrhizus): Neoscytalidium sp. is a pathogen of the disease and its control using sodium salt. Plant Protection Science, 59, 245–255. https://doi.org/10.17221/112/2022-PPS
Sakata, S. (2021). The changing dragon fruit value chain in Vietnam: The increased presence of the Chinese in the chain. In B. Pritchard (Eds.), Global Production Networks and Rural Development: Southeast Asia as a fruit supplier to China (1st ed., pp. 140–155). Edward Elgar Publishing. https://doi.org/10.4337/9781800883888.00012
Salunkhe, V. N., Bhagat, Y. S., Chavan, S. B., Lonkar, S. G., & Kakade, V. D. (2023). First Report of Neoscytalidium dimidiatum Causing Dragon Fruit Stem Canker in India. Plant Disease, 107(4), 1222. https://doi.org/10.1094/PDIS-04-22-0909-PDN
Serrato-Diaz, L. M., & Goenaga, R. (2021). First report of Neoscytalidium dimidiatum causing stem canker on dragon fruit (Hylocereus spp.) in Puerto Rico. Plant Disease, 105(9), 2728. https://doi.org/10.1094/PDIS-10-20-2265-PDN
Stevenson, M. (2024). EpiR: Tools for the analysis of epidemiological data . R package version 2.0.74. https://cran.r-project.org/web//packages/epiR/epiR.pdf. Accessed 9 May 2024
Taguiam, J. D., Evallo, E., Bengoa, J., Maghirang, R., & Balendres, M. A. (2020). Susceptibility of the three dragon fruit species to stem canker and growth inhibition of Neoscytalidium dimidiatum by chemicals. Journal of Plant Pathology, 102, 1077–1084. https://doi.org/10.1007/s42161-020-00551-0
Vale, F. X. R., Fernandes Filho, E. I., & Liberato, J. R. (2003). QUANT: A software for plant disease severity assessment. In Proceedings of the 8th International Congress of Plant Pathology, Christchurch, New Zealand, (p. 105).
Wakchaure, G. C., Kumar, S., Meena, K. K., Rane, J., & Pathak, H. (2021). Dragon Fruit Cultivation in India: Scope, Constraints and Policy Issues. Technical Bulletin. ICAR-National Institute of Abiotic Stress Management, 27, 47. http://niam.res.in/sites/default/files/pdfs/DragonFruitBulletin-27.pdf. Accessed 29 Oct 2023
Acknowledgments
We extend our gratitude to Allysson Arianna Plaza for her invaluable support throughout this study, and we appreciate the dedication of all the volunteers who took part in the validation process. The author HSSD would like to thank the National Council for Technological and Scientific Development (CNPq/Brazil) for the research scholarship. The work upon which this publication is based was funded, in whole or in part, through a subrecipient grant awarded by the United States Department of Agriculture, Agriculture Marketing Service through the Florida Department of Agriculture and Consumer Services Specialty Crop Block Grant Program (AWD11679; 2022-2024). The contents do not necessarily reflect the views or policies of the United States Department of Agriculture nor does mention of trade names, commercial productions, services, or organization imply endorsement by the U.S. Government.
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Dutra, P.S.S., de Carlos da Rocha, M.G., da Silva Silveira Duarte, H. et al. A standard area diagram set for assessing severity of dragon fruit (Hylocereus spp.) stem canker caused by Neoscytalidium dimidiatum. Eur J Plant Pathol (2024). https://doi.org/10.1007/s10658-024-02876-3
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DOI: https://doi.org/10.1007/s10658-024-02876-3