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Functional Plant Biology Functional Plant Biology Society
Plant function and evolutionary biology
RESEARCH ARTICLE (Open Access)

Survival analysis of germination data in response to temperature for Ornithopus species and other temperate pasture legumes

D. R. Kidd https://orcid.org/0000-0002-6116-7387 A * , M. Valifard https://orcid.org/0000-0002-4851-8656 B , Juan Qi https://orcid.org/0000-0002-0175-7254 C , J. M. B. Wisdom https://orcid.org/0000-0003-4218-7742 A , R. J. Simpson https://orcid.org/0000-0002-2784-7952 D and M. H. Ryan https://orcid.org/0000-0003-0749-0199 A
+ Author Affiliations
- Author Affiliations

A School of Agriculture and Environment and Institute of Agriculture, The University of Western Australia, 35 Stirling Highway, Perth, WA 6009, Australia.

B Department of Plant Physiology, University of Kaiserslautern, Erwin-Schrödinger-Street, Kaiserslautern 67653, Germany.

C College of Grassland Science, Gansu Agricultural University, Lanzhou, Gansu 730070, China.

D CSIRO Agriculture and Food, GPO Box 1700, Canberra, ACT 2601, Australia.

* Correspondence to: 22303217@student.uwa.edu.au

Handling Editor: Jairo Palta

Functional Plant Biology 50(10) 792-807 https://doi.org/10.1071/FP23095
Submitted: 24 April 2023  Accepted: 1 August 2023   Published: 22 August 2023

© 2023 The Author(s) (or their employer(s)). Published by CSIRO Publishing. This is an open access article distributed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (CC BY-NC-ND)

Abstract

Cool temperatures can limit productivity of temperate grazing systems as poor pasture growth rates in winter create feed shortages for livestock. Ornithopus spp. (serradella) are broadly adapted annual pasture legumes that produce high-quality forage in soil types considered marginal for other temperate legume species. However, serradella establishment is perceived to be difficult in cool-season environments. We used survival analysis to compare germination rate and seedling emergence for two serradella species (yellow serradella and French serradella) against three reference species (Medicago sativa, M. polymorpha and Trifolium subterraneum) in four temperature treatments (10/5, 15/10, 20/15 and 25/20°C; max/min). We also compared shoot relative growth rate and photosynthetic rate at 15/10°C (cool) and 23/18°C (warm). Cool temperatures (10/5, 15/10°C) did not slow germination rates for serradella relative to the reference species, but warm temperatures (20/15, 25/20°C) delayed emergence and reduced post-emergent shoot growth rates. Once established, Ornithopus spp. had similar mean photosynthetic rates and stomatal conductance at cool temperatures to the reference species. We conclude that, contrary to common perception, cool temperatures did not adversely influence germination, emergence, or early growth of Ornithopus spp. relative to the reference species.

Keywords: abiotic stress, alfalfa, cold temperatures, emergence, forage, legumes, pasture, photosynthesis, serradella.

References

Addinsoft SXV (2015) 01: Data analysis and statistics software for microsoft excel. Addinsoft: Paris, France.

Asseng S, Pannell DJ (2013) Adapting dryland agriculture to climate change: farming implications and research and development needs in Western Australia. Climatic Change 118(2), 167-181.
| Crossref | Google Scholar |

Atwell BJ (1999) ‘Plants in action: adaptation in nature, performance in cultivation.’ (Macmillan Education: South Yarra, Vic., Australia)

Baker F, Turner G, Court J, Hunter B (2014) Fill the winter feed gap. Available at https://www.evergraze.com.au/library-content/fill-the-winter-feed-gap/ [Accessed 20 November 2017]

Black JN (1956) The influence of seed size and depth of sowing on pre-emergence and early vegetative growth of subterranean clover (Trifolium subterraneum L.). Australian Journal of Agricultural Research 7(2), 98-109.
| Crossref | Google Scholar |

Black JN (1957) Seed size as a factor in the growth of subterranean clover (Trifolium subterraneum L.) under spaced and sward conditions. Australian Journal of Agricultural Research 8(4), 335-351.
| Crossref | Google Scholar |

Blum A (2018) ‘Plant breeding for stress environments’. (CRC Press: Boca Raton, FL, USA)

Butler TJ, Celen AE, Webb SL, Krstic D, Interrante SM (2014) Temperature affects the germination of forage legume seeds. Crop Science 54(6), 2846-2853.
| Crossref | Google Scholar |

Chen D, Chen X, Wang J, Zhang Z, Wang Y, Jia C, Hu X (2021) Estimation of thermal time model parameters for seed germination in 15 species: the importance of distribution function. Seed Science Research 31, 83-90.
| Crossref | Google Scholar |

Clements B, Ayres L, Langford C, McGarva L, Simpson P, Hennessy G, Cole C, Keys M, Upjohn B, Leech F (2000) ‘The grazier’s guide to pastures: sowing and managing profitable pastures in the central and southern Tablelands, Monaro and Upper South West Slopes of New South Wales.’ (NSW Agriculture)

Collins WJ, Nichols PG, Barbetti MJ (1996) Registered cultivars of subterranean clover: their characteristics, origin and identification. Department of Primary Industries and Regional Development, Western Australia, Perth. Bulletin 4327

Covell S, Ellis RH, Roberts EH, Summerfield RJ (1986) The influence of temperature on seed germination rate in grain legumes. A comparison of chickpea, lentil, soyabean and cowpea at constant temperatures. Journal of Experimental Botany 37(5), 705-715.
| Crossref | Google Scholar |

Dear BS, Ewing MA (2008) The search for new pasture plants to achieve more sustainable production systems in southern Australia. Australian Journal of Experimental Agriculture 48(4), 387-396.
| Crossref | Google Scholar |

Dear BS, Wilson BCD, Rodham CA, McCaskie P, Sandral GA (2002) Productivity and persistence of Trifolium hirtum, T. michelianum, T. glanduliferum and Ornithopus sativus sown as monocultures or in mixtures with T. subterraneum in the south-eastern Australian wheat belt. Australian Journal of Experimental Agriculture 42(5), 549-556.
| Crossref | Google Scholar |

Dumas JBA (1831) Methods of organic analysis. Annals of Chemistry and Physics 47, 198-205.
| Google Scholar |

Eze MO, Hose GC, George SC (2020) Assessing the effect of diesel fuel on the seed viability and germination of Medicago sativa using the event-time model. Plants 9(9), 1062 PMID:.
| Crossref | Google Scholar | PubMed |

Fick SE, Hijmans RJ (2017) WorldClim 2: new 1-km spatial resolution climate surfaces for global land areas. International Journal of Climatology 37(12), 4302-4315.
| Crossref | Google Scholar |

Finch-Savage WE, Clay HA, Lynn JR, Morris K (2010) Towards a genetic understanding of seed vigour in small-seeded crops using natural variation in Brassica oleracea. Plant Science 179(6), 582-589.
| Crossref | Google Scholar |

Fu SM, Hampton JG, Williams WM (1994) Description and evaluation of serradella (Ornithopus L.) accessions. New Zealand Journal of Agricultural Research 37(4), 471-479.
| Crossref | Google Scholar |

Fukai S, Silsbury JH (1976) Responses of subterranean clover communities to temperature. I. Dry matter production and plant morphogenesis. Functional Plant Biology 3(4), 527-543.
| Crossref | Google Scholar |

Hill MJ (1996) Potential adaptation zones for temperate pasture species as constrained by climate: a knowledge-based logical modelling approach. Australian Journal of Agricultural Research 47(7), 1095-1117.
| Crossref | Google Scholar |

Hill MJ, Luck R (1991) The effect of temperature on germination and seedling growth of temperate perennial pasture legumes. Australian Journal of Agricultural Research 42(1), 175-189.
| Crossref | Google Scholar |

Hoveland CS, Elkins DM (1965) Germination response of arrowleaf, Bail, and Crimson clover varieties to temperature. Crop Science 5(3), 244-246.
| Crossref | Google Scholar |

Howieson JG, Dilworth MJ (2016) ‘Working with rhizobia.’ (Australian Centre for International Agricultural Research Canberra)

Jeffery RP, Simpson RJ, Lambers H, Kidd DR, Ryan MH (2017) Plants in constrained canopy micro-swards compensate for decreased root biomass and soil exploration with increased amounts of rhizosphere carboxylates. Functional Plant Biology 44(5), 552-562 PMID:.
| Crossref | Google Scholar | PubMed |

Kidd F, West C (1919) Physiological pre-determination: the influence of the physiological condition of the seed upon the course of subsequent growth and upon the yield. Annals of Applied Biology 6(1), 1-26.
| Crossref | Google Scholar |

Kidd DR, Di Bella CE, Kotula L, Colmer TD, Ryan MH, Striker GG (2020) Defining the waterlogging tolerance of Ornithopus spp. for the temperate pasture zone of southern Australia. Crop & Pasture Science 71, 506-516.
| Crossref | Google Scholar |

Klinkowski M, Schwarz O (1938) Area formation and systematic position of the cultivated and wild serradella. The Breeder 10(2), 43-51.
| Google Scholar |

Lonati M, Moot DJ, Aceto P, Cavallero A, Lucas RJ (2009) Thermal time requirements for germination, emergence and seedling development of adventive legume and grass species. New Zealand Journal of Agricultural Research 52(1), 17-29.
| Crossref | Google Scholar |

Marañón T, Grubb PJ (1993) Physiological basis and ecological significance of the seed size and relative growth rate relationship in Mediterranean annuals. Functional Ecology 7(5), 591-599.
| Crossref | Google Scholar |

McNair JN, Sunkara A, Frobish D (2012) How to analyse seed germination data using statistical time-to-event analysis: non-parametric and semi-parametric methods. Seed Science Research 22(2), 77-95.
| Crossref | Google Scholar |

McWilliam JR (1978) Response of pasture plants to temperature. In ‘Plant relations in temperature’. (Ed. JR Wilson) pp. 17–34. (CSIRO Publishing: Melbourne, Vic., Australia)

McWilliam JR, Clements RJ, Dowling PM (1970) Some factors influencing the germination and early seedling development of pasture plants. Australian Journal of Agricultural Research 21(1), 19-32.
| Crossref | Google Scholar |

Moot DJ, Scott WR, Roy AM, Nicholls AC (2000) Base temperature and thermal time requirements for germination and emergence of temperate pasture species. New Zealand Journal of Agricultural Research 43(1), 15-25.
| Crossref | Google Scholar |

Motomizu S, Wakimoto T, Tôei K (1983) Spectrophotometric determination of phosphate in river waters with molybdate and malachite green. Analyst 108(1284), 361-367.
| Crossref | Google Scholar |

Nichols PGH, Loi A, Nutt BJ, Evans PM, Craig AD, Pengelly BC, Dear BS, Lloyd DL, Revell CK, Nair RM, Ewing MA, Howieson JG, Auricht GA, Howie JH, Sandral GA, Carr SJ, de Koning CT, Hackney BF, Crocker GJ, Snowball R, Hughes SJ, Hall EJ, Foster KJ, Skinner PW, Barbetti MJ, You MP (2007) New annual and short-lived perennial pasture legumes for Australian agriculture—15 years of revolution. Field Crops Research 104(1–3), 10-23.
| Crossref | Google Scholar |

Nori H, Moot DJ, Black AD (2014) Thermal time requirements for germination of four annual clover species. New Zealand Journal of Agricultural Research 57(1), 30-37.
| Crossref | Google Scholar |

Revell C, Nutt B, Cransberg L (1994) ‘New developments in serradella’. (Department of Agriculture: Western Australia)

Revell CK, Taylor GB, Cocks PS (1998) Long-term softening of surface and buried hard seeds of yellow serradella grown in a range of environments. Australian Journal of Agricultural Research 49(4), 673-686.
| Crossref | Google Scholar |

Richards RA, Rebetzke GJ, Condon AG, van Herwaarden AF (2002) Breeding opportunities for increasing the efficiency of water use and crop yield in temperate cereals. Crop Science 42(1), 111-121 PMID:.
| Crossref | Google Scholar | PubMed |

Romano A, Stevanato P (2020) Germination data analysis by time-to-event approaches. Plants 9(5), 617 PMID:.
| Crossref | Google Scholar | PubMed |

Rossiter RC, Collins WJ, Klein L (1985) Winter growth and nutritive quality of serradella (Ornithopus spp.). Australian Journal of Experimental Agriculture 25(2), 362-366.
| Crossref | Google Scholar |

Sager JC, McFarlane JC (1997) ‘Plant growth chamber handbook.’ North Central Regional Research Publication No. 340. (Iowa State University: Ames, IA, USA)

Sánchez-Díaz M, Hekneby M, Antolín MC (2000) Cold tolerance of forage legumes growing in controlled continental Mediterranean conditions. In ‘Legumes for Mediterranean forage crops, pastures and alternative uses. Vol. 45’. (Ed. L Sulas) pp. 265–270. (CIHEAM: Zaragoza, Spain)

Saul G, Sargeant K (2013) Regional pasture growth rates. EverGraze. Available at https://www.evergraze.com.au/library-content/regional-pasture-growth-rates/index.html [Accessed 4 July 2022]

Sheskin DJ (2003) ‘Handbook of parametric and nonparametric statistical procedures.’ (Chapman and Hall/CRC Press: Boca Raton, FL, USA)

Simpson RJ, Richardson AE, Riley IT, McKay AC, McKay SF, Ballard RA, Ophel-Keller K, Hartley D, O’Rourke TA, Li H, Sivasithamparam K, Ryan MH, Barbetti MJ (2011) Damage to roots of Trifolium subterraneum L. (subterranean clover), failure of seedlings to establish and the presence of root pathogens during autumn–winter. Grass and Forage Science 66(4), 585-605.
| Crossref | Google Scholar |

Young JA, Evans RA, Kay BL (1970) Germination characteristics of range legumes. Journal of Range Management Archives 23(2), 98-103.
| Crossref | Google Scholar |

Zhang J, Hu L, Redden B, Yan G (2015) Identification of fast and slow germination accessions of Brassica napus L. for genetic studies and breeding for early vigour. Crop & Pasture Science 66(5), 481-491.
| Crossref | Google Scholar |