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RESEARCH ARTICLE

Spatial and temporal patterns of lodging in grain sorghum (Sorghum bicolor) in Australia

Xuemin Wang https://orcid.org/0000-0002-2038-8829 A , Emma Mace A B , Colleen Hunt A B , Alan Cruickshank B , Graeme Hammer C and David Jordan A D
+ Author Affiliations
- Author Affiliations

A Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, Warwick, Qld 4370, Australia.

B Department of Agriculture and Fisheries, Warwick, Qld 4370, Australia.

C Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, St Lucia, Qld 4072, Australia.

D Corresponding author. Email: david.jordan@uq.edu.au

Crop and Pasture Science 71(4) 379-388 https://doi.org/10.1071/CP19296
Submitted: 19 July 2019  Accepted: 31 January 2020   Published: 18 April 2020

Abstract

Grown in water-limited environments, sorghum (Sorghum bicolor (L.) Moench) is often exposed to water deficits of varying extent and timing. One of the impacts of water stress on sorghum production is lodging; however, there has been no published study quantifying the temporal and spatial frequency and severity of lodging in grain sorghum in Australia. In this study, we investigated the frequency and severity of lodging, using a dataset of 83 advanced yield-testing trials of the sorghum pre-breeding program grown in the seven major sorghum-production environments in Australia over 14 summer growing seasons. Lodging occurred in most production regions but with varying frequency and severity. Lodging was significantly greater in regions that were more prone to water stress (e.g. Central Highlands in Queensland) and significantly lower in regions that were less likely to suffer from water stress (e.g. Liverpool Plains in northern New South Wale) compared with the overall average across regions. The severity of lodging also varied across regions, with the most severe lodging (>20%) occurring in Central Highlands and Western Downs in Queensland. In addition, seasonal patterns of lodging frequency and severity were also observed. Over the 14 growing seasons, the frequency of lodging varied from 0% to 100%, with the most severe lodging (>20%) observed in 2005, 2016 and 2017. The Southern Oscillation Index explained 29% of the seasonal variation in lodging frequency. The findings of this study clearly support a link between lodging incidence and water stress across regions and seasons. Our data also showed that although there was a substantial turnover of commercial hybrids during the period of this study, the level of resistance to lodging appeared not to have improved. It is possible that this is due to plant breeders trading off improvements in lodging resistance to increase grain yield.

Additional keywords: commercial hybrids, drought, geographical variation in lodging, lodging resistance, seasonal variation in lodging.


References

Agbenyegah B, Brown A, Cameron A, Mansfield D, Perndt N, Pitts N, Price C, Smith S, Xia C (2017) Australian Crop Report No. 182. Australian Bureau of Agricultural and Resource Economics and Sciences, Canberra, ACT. https://data.gov.au/dataset/ds-dga-4c9aa5ad-e181-495d-90d3-926aa2b52a9c/details

Bureau of Meteorology (2005) Annual Climate Report 2004. Bureau of Meteorology, Melbourne. Available at: http://www.bom.gov.au/climate/annual_sum/2004/index.shtml

Bureau of Meteorology (2006) Annual Climate Report 2005. Bureau of Meteorology, Melbourne. Available at: http://www.bom.gov.au/climate/annual_sum/2005/index.shtml

Bureau of Meteorology (2007) Annual Climate Report 2006. Bureau of Meteorology, Melbourne. Available at: http://www.bom.gov.au/climate/annual_sum/2006/index.shtml

Bureau of Meteorology (2008) Annual Climate Report 2007. Bureau of Meteorology, Melbourne. Available at: http://www.bom.gov.au/climate/annual_sum/2007/index.shtml

Bureau of Meteorology (2009) Annual Climate Report 2008. Bureau of Meteorology, Melbourne. Available at: http://www.bom.gov.au/climate/annual_sum/2008/index.shtml

Bureau of Meteorology (2010) Annual Climate Report 2009. Bureau of Meteorology, Melbourne. Available at: http://www.bom.gov.au/climate/annual_sum/2009/index.shtml

Bureau of Meteorology (2011) Annual Climate Report 2010. Bureau of Meteorology, Melbourne. Available at: http://www.bom.gov.au/climate/annual_sum/2010/index.shtml

Bureau of Meteorology (2012) Annual Climate Report 2011. Bureau of Meteorology, Melbourne. Available at: http://www.bom.gov.au/climate/annual_sum/2011/index.shtml

Bureau of Meteorology (2013) Annual Climate Report 2012. Bureau of Meteorology, Melbourne. Available at: http://www.bom.gov.au/climate/annual_sum/2012/index.shtml

Bureau of Meteorology (2015) Annual Climate Statement 2014. Bureau of Meteorology. Available at: http://www.bom.gov.au/climate/current/annual/aus/2014/

Bureau of Meteorology (2016) Annual Climate Statement 2015. Available at: http://www.bom.gov.au/climate/current/annual/aus/2015/

Bureau of Meteorology (2017) Annual Climate Statement 2016. Available at: http://www.bom.gov.au/climate/current/annual/aus/2016

Bureau of Meteorology (2018) Annual Climate Statement 2017. Available at: http://www.bom.gov.au/climate/current/annual/aus/2017/

Bureau of Meteorology (2019) Annual Climate Statement 2018. Available at: http://www.bom.gov.au/climate/current/annual/aus/2018/

Cameron A, Xia C, Whitnall T, Miller M, Brown A, Agbenyegah BK, Pitts N (2018) Australian Crop Report No. 187. Australian Bureau of Agricultural and Resource Economics and Sciences, Canberra, ACT. Available at: https://data.gov.au/dataset/ds-dga-054376ad-c953-44ce-8c85-edf523d3f4da/details

Chapman SC, Cooper M, Hammer GL, Butler DG (2000) Genotype by environment interactions affecting grain sorghum. II. Frequencies of different seasonal patterns of drought stress are related to location effects on hybrid yields. Australian Journal of Agricultural Research 51, 209–221.
Genotype by environment interactions affecting grain sorghum. II. Frequencies of different seasonal patterns of drought stress are related to location effects on hybrid yields.Crossref | GoogleScholarGoogle Scholar |

Chapman SC, Cooper M, Hammer GL (2002) Using crop simulation to generate genotype by environment interaction effects for sorghum in water-limited environments. Australian Journal of Agricultural Research 53, 379–389.
Using crop simulation to generate genotype by environment interaction effects for sorghum in water-limited environments.Crossref | GoogleScholarGoogle Scholar |

Clarke SJ, McLean J, George-jaeggli B, McLean G, De Voil P, Eyre JX, Rodriguez D (2019) Understanding the diversity in yield potential and stability among commercial sorghum hybrids can inform crop designs. Field Crops Research 230, 84–97.
Understanding the diversity in yield potential and stability among commercial sorghum hybrids can inform crop designs.Crossref | GoogleScholarGoogle Scholar |

Dalgliesh N, Foale M (1998) ‘Soil matters: monitoring soil water and nutrients in dryland farming.’ (CSIRO/Agricultural Production Systems Research Unit: Toowoomba, Qld)

Dang YP, Dalal RC, Routley R, Schwenke GD, Daniells I (2006) Subsoil constraints to grain production in the cropping soils of the north-eastern region of Australia: an overview. Australian Journal of Experimental Agriculture 46, 19–35.
Subsoil constraints to grain production in the cropping soils of the north-eastern region of Australia: an overview.Crossref | GoogleScholarGoogle Scholar |

Esechie HA, Maranville JW, Ross WM (1977) Relationship of stalk morphology and chemical composition to lodging resistance in sorghum. Crop Science 17, 609–612.
Relationship of stalk morphology and chemical composition to lodging resistance in sorghum.Crossref | GoogleScholarGoogle Scholar |

GAIN Report (2018) Australia Biofuels Annual. November 2018. Global Agricultural Information Network, USDA Foreign Agricultural Service. Available at: https://gain.fas.usda.gov/Recent GAIN Publications/Biofuels Annual_Canberra_Australia_11-7-2018.pdf

Hammer GL (2006) Pathways to prosperity: breaking the yield barrier in sorghum. Agricultural Science 19, 16–22.

Hammer GL, McLean G, Chapman S, Zheng B, Doherty A, Harrison MT, Van Oosterom E, Jordan D (2014) Crop design for specific adaptation in variable dryland production environments. Crop & Pasture Science 65, 614–626.
Crop design for specific adaptation in variable dryland production environments.Crossref | GoogleScholarGoogle Scholar |

Hammer G, McLean G, Doherty A, van Oosterom E, Chapman S (2016) Sorghum crop modelling and its utility in agronomy and breeding. In ‘Sorghum: state of the art and future perspectives’. Agronomy Monograph No. 58. (Eds I Ciampitti, V Prasad) (ASA, CSSA: Madison, WI, USA) 10.2134/agronmonogr58.2014.0064

Henzell RG, Hare BW (1996) Sorghum breeding in Australia: public and private endeavours. In ‘Proceedings Third Australian Sorghum Conference’. 20–22 February, Tamworth, NSW. (Eds MA Foale, RG, Henzell, J Kneipp) pp. 159–171. (Australian Institute of Agricultural Science)

Henzell RG, Dodman RL, Done AA, Brengman RL, Mayers PE (1984) Lodging, stalk rot, and root rot in sorghum in Australia. In ‘Sorghum root and stalk rots: a critical review. Proceedings Consultative Group Discussions on Research Needs and Strategies for Control of Sorghum Root and Stalk Rot Diseases’. 27 November–2 December 1983, Bellagio, Italy. (Eds L Mughogho, G Rosenberg) pp. 225–236. (International Crops Research Institute for the Semi-Arid Tropics: Patancheru, AP, India)

Johnson JW, Stegmeier WD, Andrews DJ, Rosenow DT, Henzell RG, Monk RL (1997) Genetic resistance to lodging. In ‘Proceedings International Conference on Genetic Improvement of Sorghum Pearl Millet’. Lubbock, TX, USA. pp. 481–489. (INTSORMIL: Lincoln, NE, USA)

Jordan DR, Hunt CH, Cruickshank AW, Borrell AK, Henzell RG (2012) The relationship between the stay-green trait and grain yield in elite sorghum hybrids grown in a range of environments. Crop Science 52, 1153–1161.
The relationship between the stay-green trait and grain yield in elite sorghum hybrids grown in a range of environments.Crossref | GoogleScholarGoogle Scholar |

McBride JL, Nicholls N (1983) Seasonal relationships between Australian rainfall and the southern oscillation. Monthly Weather Review 111, 1998–2004.
Seasonal relationships between Australian rainfall and the southern oscillation.Crossref | GoogleScholarGoogle Scholar |

Moore N, Serafin L, Jenkins L (2014) Summer crop production guide 2014. NSW DPI Management Guide. NSW DPI, Orange, NSW.

Muchow RC, Hammer GL, Vanderlip RL (1994) Assessing climatic risk to sorghum production in water-limited subtropical environments II. Effects of planting date, soil water at planting, and cultivar phenology. Field Crops Research 36, 235–246.
Assessing climatic risk to sorghum production in water-limited subtropical environments II. Effects of planting date, soil water at planting, and cultivar phenology.Crossref | GoogleScholarGoogle Scholar |

Nicholls N (1986) Use of the Southern Oscillation to predict Australian sorghum yield. Agricultural and Forest Meteorology 38, 9–15.
Use of the Southern Oscillation to predict Australian sorghum yield.Crossref | GoogleScholarGoogle Scholar |

Passioura JB, Angus JF (2010) Improving productivity of crops in water-limited environments. Advances in Agronomy 106, 37–75.
Improving productivity of crops in water-limited environments.Crossref | GoogleScholarGoogle Scholar |

Pinthus MJ (1974) Lodging in wheat, barley, and oats: the phenomenon, its causes, and preventive measures. Advances in Agronomy 25, 209–263.
Lodging in wheat, barley, and oats: the phenomenon, its causes, and preventive measures.Crossref | GoogleScholarGoogle Scholar |

Potgieter AB, Lobell DB, Hammer GL, Jordan DR, Davis P, Brider J (2016) Yield trends under varying environmental conditions for sorghum and wheat across Australia. Agricultural and Forest Meteorology 228–229, 276–285.
Yield trends under varying environmental conditions for sorghum and wheat across Australia.Crossref | GoogleScholarGoogle Scholar |

Puri M, Abraham RE, Barrow CJ (2012) Biofuel production: Prospects, challenges and feedstock in Australia. Renewable & Sustainable Energy Reviews 16, 6022–6031.
Biofuel production: Prospects, challenges and feedstock in Australia.Crossref | GoogleScholarGoogle Scholar |

Rosenow DT (1984) Breeding for resistance to root and stalk rots in Texas. In ‘Sorghum root and stalk rots: a critical review. Proceedings Consultative Group Discussions on Research Needs and Strategies for Control of Sorghum Root and Stalk Rot Diseases’. 27 November–2 December 1983, Bellagio, Italy. pp. 209–218. (International Crops Research Institute for the Semi-Arid Tropics: Patancheru, AP, India)

van Oosterom EJ, Borrell AK, Deifel KS, Hammer GL (2011) Does increased leaf appearance rate enhance adaptation to postanthesis drought stress in sorghum? Crop Science 51, 2728–2740.
Does increased leaf appearance rate enhance adaptation to postanthesis drought stress in sorghum?Crossref | GoogleScholarGoogle Scholar |

Wang X, Mace E, Tao Y, Cruickshank A, Hunt C, Hammer G, Jordan D (2019) Large scale genome-wide association study reveals that drought induced lodging in grain sorghum is associated with plant height and traits linked to carbon remobilisation. bioRxiv.
Large scale genome-wide association study reveals that drought induced lodging in grain sorghum is associated with plant height and traits linked to carbon remobilisation.Crossref | GoogleScholarGoogle Scholar |

Whish J, Butler G, Castor M, Cawthray S, Broad I, Carberry P, Hammer G, Mclean G, Routley R, Yeates S (2005) Modelling the effects of row configuration on sorghum yield reliability in north-eastern Australia. Australian Journal of Agricultural Research 56, 11–23.
Modelling the effects of row configuration on sorghum yield reliability in north-eastern Australia.Crossref | GoogleScholarGoogle Scholar |