Assessing PREDICTA®B as a Potential Disease Risk Management Decision Tool for Sorghum Charcoal Rot Based on Disease Levels, Lodging, and Associated Yield Loss

Article


Adorada, Dante L.. 2023. "Assessing PREDICTA®B as a Potential Disease Risk Management Decision Tool for Sorghum Charcoal Rot Based on Disease Levels, Lodging, and Associated Yield Loss." Agronomy. 13 (10). https://doi.org/10.3390/agronomy13102494
Article Title

Assessing PREDICTA®B as a Potential Disease Risk Management Decision Tool for Sorghum Charcoal Rot Based on Disease Levels, Lodging, and Associated Yield Loss

ERA Journal ID200126
Article CategoryArticle
AuthorsAdorada, Dante L.
Journal TitleAgronomy
Journal Citation13 (10)
Article Number2494
Number of Pages18
Year2023
PublisherMDPI AG
Place of PublicationSwitzerland
ISSN2073-4395
Digital Object Identifier (DOI)https://doi.org/10.3390/agronomy13102494
Web Address (URL)https://www.mdpi.com/2073-4395/13/10/2494
AbstractCharcoal rot, caused by Macrophomina phaseolina (Mp), is the most common and the most important root and stalk rot disease of sorghum. Survey data for sorghum charcoal rot disease and pathogen loads were analysed to assess the potential of PREDICTA®B as a disease risk management decision tool. The pathogen, at sowing and pre-harvest, was found to be strongly correlated. The results showed a strong quadratic relationship between the incidence of charcoal rot and the percent of lodging, supporting the notion that charcoal rot is one of the causative agents in sorghum lodging. An Mp load of 2.5 k copies per gram of soil on a log10 scale was established as an indicator of the high incidence of charcoal rot, and its associated risk of serious lodging can be used as a management decision tool. Rainfall and location were also shown to influence lodging rates. Some varieties of sorghum were found to be less susceptible to charcoal rot than others. This study found that disease incidence was a better predictor of damage than the disease rating index. As set by PREDICTA®B, at low or non-detectable levels of Mp, the risk of disease is low. With high levels of Mp, the incidence and severity of disease depend on the susceptibility of the variety and the conduciveness of the environment. High levels of Mp do not mean that disease will occur, but that there is a high risk if the conditions are favourable for disease development. While this study has provided much useful information, it has highlighted the need for further data collection to be able to develop reliable disease risk categories based on test results and its associated yield loss.
Keywordscharcoal rot; sorghum; Macrophomina phaseolina; soilborne; lodging; disease risk; management decision tool
Contains Sensitive ContentDoes not contain sensitive content
ANZSRC Field of Research 2020300299. Agriculture, land and farm management not elsewhere classified
Byline AffiliationsInstitute for Life Sciences and the Environment
Centre for Crop Health
Permalink -

https://research.usq.edu.au/item/zq302/assessing-predicta-b-as-a-potential-disease-risk-management-decision-tool-for-sorghum-charcoal-rot-based-on-disease-levels-lodging-and-associated-yield-loss

Download files


Published Version
agronomy-13-02494.pdf
License: CC BY 4.0
File access level: Anyone

  • 7
    total views
  • 0
    total downloads
  • 7
    views this month
  • 0
    downloads this month

Export as

Related outputs

Emerging Trends and Technologies Used for the Identification, Detection, and Characterisation of Plant-Parasitic Nematode Infestation in Crops
Bahadur Pun, Top, Magar, Roniya Thapa, Koech, Richard, Owen, Kirsty J. and Adorada, Dante L.. 2024. "Emerging Trends and Technologies Used for the Identification, Detection, and Characterisation of Plant-Parasitic Nematode Infestation in Crops ." Plants. 13, p. 3041. https://doi.org/10.3390/plants13213041
Scope, Distribution, and Cause of the Peanut Kernel Shrivel (PKS) Syndrome: An Emerging Threat to Australia’s Peanut Industry
Adorada, Dante L., Dunlap, Christopher and Ash, Gavin J.. 2024. " Scope, Distribution, and Cause of the Peanut Kernel Shrivel (PKS) Syndrome: An Emerging Threat to Australia’s Peanut Industry." Agronomy. 14 (7). https://doi.org/10.3390/agronomy14071435
Comprehensive analysis of little leaf disease incidence and resistance in eggplant
Muthusamy, Muthusamy, Yogiraj, Gawande Priya, Elaiyabharath, Thiyagarajan, Jesu, Bonipas Antony John, Johnson, Iruthayasamy, Jaffer, Shajith Basha, Dhanabalan, Shanmuga Priya, Boopathi, Narayanan Manikanda, Marimuthu, Subbaiyan, Shobeiri Nejad, Hamid, Adorada, Dante L. and Periyannan, Sambasivam. 2024. "Comprehensive analysis of little leaf disease incidence and resistance in eggplant." BMC Plant Biology. 24, p. 576. https://doi.org/10.1186/s12870-024-05257-4
Summer crop disease breakthroughs
Kelly, Lisa, Owen, Kirsty, Sharman, Murray, Vukovic, Peter and Adorada, Dante L.. 2021. "Summer crop disease breakthroughs." GroundCover.
Can bacterial plant pathogens be written off from grain discolourations observed on rice in northern Queensland?
Buyoyu, Peter, Weeraratne, Nirodha, Adorada, Dante L. and Ash, Gavin J.. 2019. "Can bacterial plant pathogens be written off from grain discolourations observed on rice in northern Queensland?" 22nd Biennial Australasian Plant Pathology Society Conference (APPS 2019): Strong Foundations, Future Innovations. Melbourne, Australia 25 - 28 Nov 2019 Australia.
Botryosphaeriaceae in Australian cereal grains: An overview
Adorada, Dante L.. 2017. "Botryosphaeriaceae in Australian cereal grains: An overview." Science Protecting Plant Health Conference (2017). Brisbane, Australia 25 Aug 2017 Australia.
Final Report Project 39: Root Diseases of Sesame in Australia
Adorada, Dante. 2021. Final Report Project 39: Root Diseases of Sesame in Australia. Australia. University of Southern Queensland.
Final Report: Soilborne Pathogens of Sesame
Adorada, Dante L.. 2021. Final Report: Soilborne Pathogens of Sesame. Australia. University of Southern Queensland.
Integrated disease management tools to manage summer crop diseases in the northern region
Adorada, Dante L. and Ryan, Juanita. 2020. Integrated disease management tools to manage summer crop diseases in the northern region. Australia. Grains Research and Development Corporation.
Extent, distribution and cause of peanut kernel shrivel (PKS) syndrome in the Bundaberg and Northern Queensland regions
Adorada, Dante L. and Neary, Liz. 2018. Extent, distribution and cause of peanut kernel shrivel (PKS) syndrome in the Bundaberg and Northern Queensland regions. Australia. Grains Research and Development Corporation.
The First Annotated Genome Assembly of Macrophomina tecta Associated with Charcoal Rot of Sorghum
Poudel, Barsha, Purushotham, Neeraj, Jones, Ashley, Nasim, Jamila, Adorada, Dante L., Sparks, Adam H., Schwessinger, Benjamin and Vaghefi, Niloofar. 2022. "The First Annotated Genome Assembly of Macrophomina tecta Associated with Charcoal Rot of Sorghum." Genome Biology and Evolution. 14 (6), pp. 1-7. https://doi.org/10.1093/gbe/evac081
Hidden diversity of Macrophomina associated with broadacre and horticultural crops in Australia
Poudel, Barsha, Shivas, Roger G., Adorada, Dante L., Barbetti, Martin J., Bithell, Sean L., Kelly, Lisa A., Moore, Natalie, Sparks, Adam H., Tan, Yu Pei, Thomas, Geoff, van Leur, Joop and Vaghefi, Niloofar. 2021. "Hidden diversity of Macrophomina associated with broadacre and horticultural crops in Australia." European Journal of Plant Pathology. 161, pp. 1-23. https://doi.org/10.1007/s10658-021-02300-0
Australia: A Continent Without Native Powdery Mildews? The First Comprehensive Catalog Indicates Recent Introductions and Multiple Host Range Expansion Events, and Leads to the Re-discovery of Salmonomyces as a New Lineage of the Erysiphales
Kiss, Levente, Vaghefi, Niloofar, Bransgrove, Kaylene, Dearnaley, John D. W., Takamatsu, Susumu, Tan, Yu Pei, Marston, Craig, Liu, Shu-Yan, Jin, Dan-Ni, Adorada, Dante L., Bailey, Jordan, Cabrera de Alvarez, Maria Graciela, Daly, Andrew, Dirchwolf, Pamela Maia, Jones, Lynne, Nguyen, Thuan Dat, Edwards, Jacqueline, Ho, Wellcome, Kelly, Lisa, ..., Braun, Uwe. 2020. "Australia: A Continent Without Native Powdery Mildews? The First Comprehensive Catalog Indicates Recent Introductions and Multiple Host Range Expansion Events, and Leads to the Re-discovery of Salmonomyces as a New Lineage of the Erysiphales." Frontiers in Microbiology. 11, pp. 1-31. https://doi.org/10.3389/fmicb.2020.01571
Whole-Genome Data from Curtobacterium flaccumfaciens pv. flaccumfaciens Strains Associated with Tan Spot of Mungbean and Soybean Reveal Diverse Plasmid Profiles
Vaghefi, Niloofar, Adorada, Dante L., Huth, Lauren, Kelly, Lisa A., Poudel, Barsha, Young, Anthony and Sparks, Adam H.. 2021. "Whole-Genome Data from Curtobacterium flaccumfaciens pv. flaccumfaciens Strains Associated with Tan Spot of Mungbean and Soybean Reveal Diverse Plasmid Profiles." Molecular Plant-Microbe Interactions. 34 (10), pp. 1216-1222. https://doi.org/10.1094/MPMI-05-21-0116-A
Characterising the genotypic diversity of Curtobacterium flaccumfaciens pv. Flaccumfaciens, the cause of tan spot on mungbean
Vaghefi, Niloofar, Adorada, Dante, Adorada, Encarnacion, Kelly, Lisa, Young, Anthony and Sparks, Adam. 2019. "Characterising the genotypic diversity of Curtobacterium flaccumfaciens pv. Flaccumfaciens, the cause of tan spot on mungbean." 2019 Australian Summer Grains Conference: Enduring Farm Profitability (ASCG 2019). Gold Coast, Australia 08 - 10 Jul 2019
Comparison of measurement methods for determining Macrophomina phaseolina isolate aggressiveness
Adorada, Dante, Adorada, Encarnacion, Gonzales, Precila and Sparks, Adam. 2019. "Comparison of measurement methods for determining Macrophomina phaseolina isolate aggressiveness." 22nd Biennial Australasian Plant Pathology Society Conference (APPS 2019): Strong Foundations, Future Innovations. Melbourne, Australia 25 - 28 Nov 2019
Pathogenicity and aggressiveness of Macrophomina phaseolina isolates to sorghum in Australia’s northern grains region
Adorada, D.L., Adorada, E.E., Gonzales, P.V. and Sparks, A.H.. 2019. "Pathogenicity and aggressiveness of Macrophomina phaseolina isolates to sorghum in Australia’s northern grains region." 2019 Australian Summer Grains Conference: Enduring Farm Profitability (ASCG 2019). Gold Coast, Australia 08 - 10 Jul 2019
What can we learn from population genomics studies of Curtobacterium flaccumfaciens pv. flaccumfaciens, the cause of tan spot on mungbean?
Vaghefi, N., Adorada, D., Adorada, E., Kelly, L., Young, A. and Sparks, A.. 2019. "What can we learn from population genomics studies of Curtobacterium flaccumfaciens pv. flaccumfaciens, the cause of tan spot on mungbean?" 22nd Biennial Australasian Plant Pathology Society Conference (APPS 2019): Strong Foundations, Future Innovations. Melbourne, Australia 25 - 28 Nov 2019
Fungicide resistance research in Queensland
Adorada, Dante. 2019. "Fungicide resistance research in Queensland." 2019 Grains Research and Development Corporation Grains Research Update. Perth, Australia 25 - 26 Feb 2019
Draft genome resource for Macrophomina phaseolina associated with charcoal rot in sorghum
Purushotham, Neeraj, Jones, Ashley, Poudel, Barsha, Nasim, Jamila, Adorada, Dante, Sparks, Adam, Schwessinger, Benjamin and Vaghefi, Niloofar. 2020. "Draft genome resource for Macrophomina phaseolina associated with charcoal rot in sorghum." Molecular Plant-Microbe Interactions. 33 (5), pp. 724-726. https://doi.org/10.1094/MPMI-12-19-0356-A
Integrated disease management tools to manage summer crop diseases in the northern region
Adorada, Dante. 2019. "Integrated disease management tools to manage summer crop diseases in the northern region." 2019 Hermitage Research Facility Staff Research Partnership Visit. Darling Heights, Toowoomba 09 Oct 2019
Re-visiting management options for charcoal rot in sorghum (updated)
Adorada, Dante, Vaghefi, Niloofar and Sparks, Adam. 2019. "Re-visiting management options for charcoal rot in sorghum (updated)." GRDC Communities.
Moisture saves sorghum from disease in parts of the northern region
Adorada, Dante and Sparks, Adam. 2019. "Moisture saves sorghum from disease in parts of the northern region." GRDC Communities.
Low levels of disease persist during the drier summer season in parts of the northern region
Adorada, Dante and Sparks, Adam. 2019. "Low levels of disease persist during the drier summer season in parts of the northern region." GRDC Communities.
Stem rust outbreak in Queensland barley
Park, Robert, Cuddy, Will, Snyman, Lisle and Adorada, Dante. 2019. "Stem rust outbreak in Queensland barley." GroundCover.
Living with the cereal killers of New South Wales: a four-year journey with NSW-DPI Wagga Wagga
Adorada, Dante L.. 2016. "Living with the cereal killers of New South Wales: a four-year journey with NSW-DPI Wagga Wagga." Centre for Crop Health Seminar 2016. Toowoomba, Australia 01 Dec 2016
GRDC milestone updates for BACI 2.0
Adorada, Dante. 2019. GRDC milestone updates for BACI 2.0. Unpublished.
A broad look at charcoal rot in the Northern Region broadacre crops through soil sampling and in-crop surveys
Adorada, D. L., Gonzales, P., McKay, A., Vaghefi, N. and Sparks, A. H.. 2018. "A broad look at charcoal rot in the Northern Region broadacre crops through soil sampling and in-crop surveys." 10th Australasian Soilborne Diseases Symposium. Adelaide, Australia 04 - 08 Sep 2018 Australia.
Summer paddock survey finds fungal and bacterial diseases decreased but not eliminated [GRDC Field Crop Diseases Community of Practice, 1 October 2018 - Online community]
Adorada, Dante, Kelly, Lisa, Vaghefi, Niloofar and Sparks, Adam H,. 2018. "Summer paddock survey finds fungal and bacterial diseases decreased but not eliminated [GRDC Field Crop Diseases Community of Practice, 1 October 2018 - Online community]." GRDC Field Crop Diseases Community of Practice. 1 October 2018, pp. 1-8.
DAQ00186 2017 progress report: improving grower surveillance, management, epidemiology, knowledge and tools to manage crop disease
Sparks, Adam H., Adorada, Dante L., Adorada, Encar, Gonzales, Precila, Kelly, Lisa, Sharman, Murray and Grams, Raechelle. 2017. DAQ00186 2017 progress report: improving grower surveillance, management, epidemiology, knowledge and tools to manage crop disease. Australia. Grains Research and Development Corporation.
DAQ00186 2016 progress report: improving grower surveillance, management, epidemiology, knowledge and tools to manage crop disease
Sparks, Adam H., Adorada, Dante, Kelly, Lisa, Sharman, Murray, Thompson, Sue, Wenham, Kylie, White, Jodie and Grams, Raechelle. 2017. DAQ00186 2016 progress report: improving grower surveillance, management, epidemiology, knowledge and tools to manage crop disease. Australia. Grains Research and Development Corporation.
Diagnosing plant diseases: what do we ask and why do we ask for it? [Online community]
Adorada, Dante L., Sigel, Louise, Kelly, Lisa and Sparks, Adam. 2017. "Diagnosing plant diseases: what do we ask and why do we ask for it? [Online community]." GRDC Communities.
Re-visiting management options for charcoal rot in sorghum [eXtension AUS Field Crop Diseases, 19 March 2018 - Online community]
Adorada, Dante, Vaghefi, Niloofar and Sparks, Adam. 2018. "Re-visiting management options for charcoal rot in sorghum [eXtension AUS Field Crop Diseases, 19 March 2018 - Online community]." eXtension AUS Field Crop Diseases. 19 March 2018, pp. 1-8.
Diagnosing plant diseases: what do we ask and why do we ask for it?
Adorada, Dante L., Sigel, Luise, Kelly, Lisa and Sparks, Adam H.. 2017. "Diagnosing plant diseases: what do we ask and why do we ask for it?" GRDC Extension AUS. 4 (8).
Durum wheat quality in high-input irrigation systems in south-eastern Australia
Sissons, Mike, Ovenden, Ben, Adorada, Dante and Milgate, Andrew. 2014. "Durum wheat quality in high-input irrigation systems in south-eastern Australia." Crop and Pasture Science. 65 (5), pp. 411-422. https://doi.org/10.1071/Cp13431
First report of resistance to DMI fungicides in Australian populations of the wheat pathogen Zymoseptoria tritici
Milgate, A., Adorada, D., Orchard, B. and Pattemore, J.. 2016. "First report of resistance to DMI fungicides in Australian populations of the wheat pathogen Zymoseptoria tritici." Plant Disease: an international journal of applied plant pathology. 100 (2), p. 552. https://doi.org/10.1094/PDIS-06-15-0704-PDN
Occurrence of winter cereal viruses in New South Wales, Australia, 2006 to 2014
Milgate, Andrew, Adorada, Dante, Chambers, Grant and Terras, Mary Ann. 2016. "Occurrence of winter cereal viruses in New South Wales, Australia, 2006 to 2014." Plant Disease: an international journal of applied plant pathology. 100 (2), pp. 313-317. https://doi.org/10.1094/PDIS-06-15-0650-RE
Standardizing resistance screening to Pseudomonas fuscovaginae and evaluation of rice germplasm at seedling and adult plant growth stages
Adorada, Dante L., Stodart, B. J., Vera Cruz, C., Gregorio, G., Pangga, I. and Ash, G. J.. 2013. "Standardizing resistance screening to Pseudomonas fuscovaginae and evaluation of rice germplasm at seedling and adult plant growth stages." Euphytica: international journal on plant breeding. 192 (1), pp. 1-16. https://doi.org/10.1007/s10681-012-0804-z
Genetic improvement of triticale for irrigated systems in south-eastern Australia: a study of genotype and genotype x environment interactions
Milgate, Andrew, Ovenden, Ben, Adorada, Dante, Lisle, Chris, Lacy, John and Coombes, Neil. 2015. "Genetic improvement of triticale for irrigated systems in south-eastern Australia: a study of genotype and genotype x environment interactions." Crop and Pasture Science. 66 (8), pp. 782-792. https://doi.org/10.1071/CP14357
Tapping into ancient sources of disease resistance to protect our modern barley cultivars - barley scald 2015
Adorada, Dante and Milgate, Andrew. 2016. "Tapping into ancient sources of disease resistance to protect our modern barley cultivars - barley scald 2015." Southern NSW Research Results 2015.
Reaction of Australian barley varieties to scald from southern NSW 2015
Adorada, Dante and Milgate, Andrew. 2016. "Reaction of Australian barley varieties to scald from southern NSW 2015." Southern NSW Research Results 2015.
Bacteria associated with sheath browning and grain discoloration of rice in East Timor and implications for Australia’s biosecurity
Adorada, Dante L., Stodart, Benjamin J., Tpoi, Roni P., Costa, Severino S. and Ash, Gavin J.. 2013. "Bacteria associated with sheath browning and grain discoloration of rice in East Timor and implications for Australia’s biosecurity." Australasian Plant Disease Notes. 8 (1), pp. 43-47. https://doi.org/10.1007/s13314-013-0092-z
Implications of bacterial contaminated seed lots and endophytic colonization by Pseudomonas fuscovaginae on rice establishment
Adorada, D. L., Stodart, B. J., Pangga, I. B. and Ash, G. J.. 2015. "Implications of bacterial contaminated seed lots and endophytic colonization by Pseudomonas fuscovaginae on rice establishment." Plant Pathology. 64 (1), pp. 43-50. https://doi.org/10.1111/ppa.12243
Validation of a major QTL for salinity tolerance on chromosome 1 of rice in three different breeding populations
Islam, M.R., Gregorio, G.B., Salam, M.A., Collard, B.C.Y., Tumimbang-Raiz, E., Adorada, D.L., Mendoza, R.D., Singh, R.K. and Hassan, L.. 2011. "Validation of a major QTL for salinity tolerance on chromosome 1 of rice in three different breeding populations." Agrochimica. 55 (6), pp. 355-366.
Rice varieties and cultural management practices for high and sustained productivity in the coastal wetlands of Southern Bangladesh
Salam, M.A., Islam, M.R., Rahman, M.S., Rahman, M.A., Bhuiyan, M.A.R., Seraj, Z.I., Aditya, T.L., Uddin, M.K., Mondal, M.K., Ismail, A.M., Adorada D.L., Mendoza, R.D., Tumimbang-Raiz, E.B. and Gregorio, G.B.. 2010. "Rice varieties and cultural management practices for high and sustained productivity in the coastal wetlands of Southern Bangladesh." Hoanh, C.T., Szuster, B., Kam, S., Ismail, A. and Noble, A. (ed.) Tropical deltas and coastal zones: Food production, communities and environment at the land and water interface. CABI Publishing - Evidence on Demand. pp. 183-198
The right rice in the right place: systematic exchange and farmer-based evaluation of rice germplasm for salt-affected areas
Singh, R.K., Redoña, E., Gregorio, G.B., Salam, M.A., Islam, M.R., Singh, D.P., Sen, P., Saha, S., Mahata, K.R., Sharma, S.G., Pandey, M.P., Sajise, A.G., Mendoza, R.D., Toledo, M.C., Dante, A., Ismail, A.M., Paris, T.R., Haefele, S.M., Thomson, M.J., ..., Lang, N.T.. 2010. "The right rice in the right place: systematic exchange and farmer-based evaluation of rice germplasm for salt-affected areas." Hoanh, C.T., Szuster, B., Kam, S., Ismail, A. and Noble, A. (ed.) Tropical deltas and coastal zones: Food production, communities and environment at the land and water interface. CABI Publishing - Evidence on Demand. pp. 166-182
Characterizing the Saltol quantitative trait locus for salinity tolerance in rice
Thomson, Michael J., de Ocampo, Marjorie, Egdane, James, Rahman, M. Akhlasur, Sajise, Andres Godwin, Adorada, Dante L., Tumimbang-Raiz, Ellen, Blumwald, Eduardo, Seraj, Zeba I., Singh, Rakesh K., Gregorio, Glenn B. and Ismail, Abdelbagi M.. 2010. "Characterizing the Saltol quantitative trait locus for salinity tolerance in rice." Rice. 3 (2-3), pp. 148-160. https://doi.org/10.1007/s12284-010-9053-8
Disease development and enhanced susceptibility of wounded pepper roots to Phytophthora capsici
Adorada D. L., Biles, C. L., Liddell, C. M., Fernández-Pavía, S., Waugh, K. O. and Waugh, M. E.. 2000. "Disease development and enhanced susceptibility of wounded pepper roots to Phytophthora capsici." Plant Pathology. 49 (6), pp. 719-726. https://doi.org/10.1046/j.1365-3059.2000.00510.x
Phylogeny, Ribosomal RNA Gene Typing and Relative Abundance of New Pseudomonas species (sensu stricto) isolated from Two Pinyon-Juniper Woodland Soils of the Arid Southwest U.S.
Kuske, Cheryl R., Busch, Joseph D., Adorada, Dante L., Dunbar, John M. and Barns, Susan M.. 1999. "Phylogeny, Ribosomal RNA Gene Typing and Relative Abundance of New Pseudomonas species (sensu stricto) isolated from Two Pinyon-Juniper Woodland Soils of the Arid Southwest U.S. " Systematic and Applied Microbiology. 22 (2), pp. 300-311. https://doi.org/10.1016/S0723-2020(99)80077-0
Small-Scale DNA Sample Preparation Method for Field PCR Detection of Microbial Cells and Spores in Soil
Kuske, Cheryl R., Banton, Kaysie L., Adorada, Dante L., Stark, Peter C., Hill, Karen K. and Jackson, Paul J. Jackson. 1998. "Small-Scale DNA Sample Preparation Method for Field PCR Detection of Microbial Cells and Spores in Soil ." Applied and Environmental Microbiology. 64 (7), pp. 2463-2472. https://doi.org/10.1128/aem.64.7.2463-2472.1998