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RESEARCH ARTICLE

Genotype by environment interactions of lucerne (Medicago sativa L.) in a cool temperate climate

K. G. Pembleton A D , R. S. Smith B , R. P. Rawnsley A , D. J. Donaghy A and A. W. Humphries C
+ Author Affiliations
- Author Affiliations

A Tasmanian Institute of Agricultural Research, University of Tasmania, Private Bag 3523, Burnie, Tas. 7320, Australia.

B Tasmanian Department of Primary Industries and Water, PO Box 46, Kings Meadows, Tas. 7249, Australia.

C South Australian Research and Development Institute, Box 397, SA 5001, Australia.

D Corresponding author. Email: Keith.Pembleton@utas.edu.au

Crop and Pasture Science 61(6) 493-502 https://doi.org/10.1071/CP09269
Submitted: 22 September 2009  Accepted: 13 May 2010   Published: 1 June 2010

Abstract

Genotype by environmental interactions in lucerne (Medicago sativa L.) present considerable challenges when selecting an appropriate cultivar for a particular location and farming system. Data on the yield and persistence of a range of lucerne cultivars and experimental lines grown in two Tasmanian environments, Forth (41.20°S, 146.27°E, Red Ferrosol soil, under cutting with high fertiliser inputs, i.e. a high yield potential environment) and Cranbook (42.00°S, 148.03°E, Red Ferrosol soil, under grazing with low fertiliser inputs, i.e. a low yield potential environment) were examined using winter activity class as the experimental factor. At Forth, winter-dormant lucernes were the lowest yielding genotypes. In contrast, at Cranbrook, highly winter-active genotypes had lower plant persistence and dry matter yield than winter-dormant genotypes. Modified joint linear regression analysis showed that in a cool temperate climate, winter-dormant genotypes are more suited to a low yield potential environment, whereas highly winter-active genotypes are adapted to a high yield potential environment. Both the semi-winter-dormant and the winter-active genotypes were adapted to all environments. The dry matter yield of winter-dormant and highly winter-active genotypes was most sensitive to environmental conditions in winter and spring, while performance of all cultivars and experimental lines was most stable over summer.

Additional keywords: alfalfa, cultivar performance, genotype by environment interaction, perennial legumes.


Acknowledgment

The authors would like to gratefully acknowledge the statistical advice provided by Dr Ross Corkrey of the Tasmanian Institute of Agricultural Research.


References


Annicchiarico P, Piano E (2005) Use of artificial environments to reproduce and exploit genotype × location interaction for lucerne in northern Italy. Theoretical and Applied Genetics 110, 219–227.
Crossref | GoogleScholarGoogle Scholar | CAS | PubMed | [Verified 1 March 2008]

Barnes DK , Goplen BP , Baylor JE (1988) Highlights in the USA and Canada. In ‘Alfalfa and alfalfa improvement’. (Eds AA Hanson, DK Barnes, RR Hill) (American Society of Agronomy: Madison, WI)

Berg WK, Cunningham SM, Brouder SM, Joern BC, Johnson KD, Santini J, Volenec JJ (2005) Influence of phosphorus and potassium on lucerne yield and yield components. Crop Science 45, 297–304. open url image1

Brown HE, Moot DJ, Teixeira EI (2006) Radiation use efficiency and biomass partitioning of lucerne (Medicago sativa) in a temperate climate. European Journal of Agronomy 25, 319–327.
Crossref | GoogleScholarGoogle Scholar | open url image1

Castonguay Y, Laberge S, Brummer EC, Volenec JJ (2006) Alfalfa winter hardiness: a research retrospective and integrated perspective. Advances in Agronomy 90, 203–265.
Crossref | GoogleScholarGoogle Scholar | CAS | open url image1

Daday H, Mottershead BE, Rogers VE (1961) Performance and interactions in varieties of lucerne (Medicago sativa L.). Australian Journal of Experimental Agriculture and Animal Husbandry 1, 67–72.
Crossref | GoogleScholarGoogle Scholar | open url image1

Digby PGN (1979) Modified joint regression analysis for incomplete variety × environment data. Journal of Agricultural Science, Cambridge 93, 81–86.
Crossref | GoogleScholarGoogle Scholar | open url image1

Doorenbos J , Pruitt WO (1977) Guidelines for predicting crop water requirements. In ‘FAO Irrigation and Drainage Paper’. p. 144. (FAO: Rome)

Finlay KW, Wilkinson GN (1963) The analysis of adaptation in a plant-breeding programme. Australian Journal of Agricultural Research 14, 742–754.
Crossref | GoogleScholarGoogle Scholar | open url image1

Frame J , Charlton JFL , Laidlaw AS (1998) Lucerne (syn. Alfalfa). In ‘Temperate forage legumes’. pp. 107–179. (CAB International: New York)

Genstat (2008) ‘Genstat release 11.’ (VSN International Ltd: Hemel Hempstead, UK)

Gramshaw D, Lowe KF, Lloyd DL (1993) Effect of cutting interval and winter dormancy on yield, persistence, nitrogen concentration, and root reserves of irrigated lucerne in the Queensland subtropics. Australian Journal of Experimental Agriculture 33, 847–854.
Crossref | GoogleScholarGoogle Scholar | open url image1

Hendershot KL, Volenec JJ (1989) Shoot growth, dark respiration, and nonstructural carbohydrates of contrasting alfalfa genotypes. Crop Science 29, 1271–1275. open url image1

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, 1095–1117.
Crossref | GoogleScholarGoogle Scholar | open url image1

Humphries AW, Hughes SJ (2006) Preliminary evaluation of diverse lucerne (Medicago sativa sspp.) germplasm to identify new material for livestock and cropping based Australian farming systems. Australian Journal of Agricultural Research 57, 1297–1306.
Crossref | GoogleScholarGoogle Scholar | open url image1

Humphries AW, Kobelt ET, Bellotti WD, Auricht GC (2006) Tolerance of Australian lucerne (Medicago sativa) germplasm to grazing by sheep. Australian Journal of Experimental Agriculture 46, 1263–1270.
Crossref | GoogleScholarGoogle Scholar | open url image1

Isbell RF (2002) ‘The Australian soil classification.’ (CSIRO Publishing: Collingwood, Vic.)

Jeffrey SJ, Carter JO, Moodie KM, Beswick AR (2001) Using spatial interpolation to construct a comprehensive archive of Australian climate data. Environmental Modelling & Software 16, 309–330.
Crossref | GoogleScholarGoogle Scholar | open url image1

Julier B, Huyghe C, Ecalle C (2000) Within- and among-cultivar genetic variation in alfalfa: forage quality, morphology, and yield. Crop Science 40, 365–369. open url image1

Kemp PD , Matthew C , Lucas RJ (1999) Pasture species and cultivars. In ‘New Zealand pasture and crop science’. (Eds JGH White, HJ Hodgson) pp. 83–99. (Oxford University Press: Auckland, NZ)

Knox J , Campbell S , Field B , Thompson R , Hall E (2006) ‘Species for profit: a guide for Tasmanian pastures and field crops.’ (Tasmanian Department of Primary Industries and Water: Kings Meadows, Tas.)

Leach GJ (1970) An evaluation of lucerne lines at the Waite Agricultural Research Institute, South Australia. Australian Journal of Experimental Agriculture and Animal Husbandry 10, 53–61.
Crossref | GoogleScholarGoogle Scholar | open url image1

Leach GJ (1971) The relation between lucerne shoot growth and temperature. Australian Journal of Agricultural Research 22, 49–59.
Crossref | GoogleScholarGoogle Scholar | open url image1

Lloyd DL , Bullen KS , Lowe KF , Irwin JAG (2002) Selecting the right lucerne. In ‘The lucerne management handbook’. (Ed. K Bullen) pp. 12–15. (Queensland Department of Primary Industries: Brisbane)

Lloyd DL, Gramshaw D, Hilder TB, Ludke DH, Turner JW (1985) Performance of North American and Australian lucernes in the Queensland subtropics. 3. Yield, plant survival and aphid populations in raingrown stands. Australian Journal of Experimental Agriculture 25, 91–99.
Crossref | GoogleScholarGoogle Scholar | open url image1

Lodge GM (1985) Effects of grazing and haycutting on the yield and persistence of dryland aphid-resistant lucerne cultivars at Tamworth, New South Wales. Australian Journal of Experimental Agriculture 25, 138–148.
Crossref | GoogleScholarGoogle Scholar | open url image1

Lodge GM (1986) Yield and persistence of irrigated lucernes cut at different frequencies, at Tamworth, New South Wales. Australian Journal of Experimental Agriculture 26, 165–172.
Crossref | GoogleScholarGoogle Scholar | open url image1

Lodge GM, Gleeson AC (1984) A comparison of methods of estimating lucerne population for monitoring persistence. Australian Journal of Experimental Agriculture and Animal Husbandry 24, 174–177.
Crossref | GoogleScholarGoogle Scholar | open url image1

Lowe KF, Bowdler TM, Casey ND, Lowe SA, White JA, Pepper PM (2007) Evaluating temperate species for the subtropics. 1. Annual ryegrasses. Tropical Grasslands 41, 9–25. open url image1

Lowe KF, Bowdler TM, Casey ND, Pepper PM (2010) Evaluating temperate species in the subtropics. 3. Irrigated lucerne. Tropical Grasslands 44, (in press). open url image1

Lowe KF, Gramshaw D, Bowdler TM, Ludke DH (1985) Performance of North American and Australian lucernes in the Queensland subtropics. 2. Yield and plant survival in irrigated stands. Australian Journal of Experimental Agriculture 25, 82–90.
Crossref | GoogleScholarGoogle Scholar | open url image1

Lowe KF , Lloyd DL , Bullen KS (2002) Understanding more about lucerne. In ‘The lucerne management handbook’. (Ed. KS Bullen) pp. 1–11. (Queensland Department of Primary Industries: Brisbane)

McKenzie JS , Pacquin R , Duke SH (1988) Cold and heat tolerance. In ‘Alfalfa and alfalfa improvement’. (Eds AA Hanson, DK Barnes, RRJ Hill) pp. 259–302. (American Society of Agronomy: Madison, WI)

McLaughlin MJ, Williams CMJ, McLaughlin MJ, Williams CMJ, McKay A, Kirkham R, Gunton J, Jackson KJ, Thompson R, Dowling B, Partington D, Smart MK, Tiller KG (1994) Effect of cultivar on uptake of cadmium by potato tubers. Australian Journal of Agricultural Research 45, 1483–1495.
Crossref | GoogleScholarGoogle Scholar | CAS | open url image1

Michaud R , Lehman WF , Rumbaugh MD (1988) World distribution and historical development. In ‘Alfalfa and alfalfa improvement’. (Eds AA Hanson, DK Barnes, RR Hill) pp. 25–91. (American Society of Agronomy: Madison, WI)

Patterson DT (1993) Effects of day and night temperature on goatsrue (Galega officinalis) and alfalfa (Medicago sativa) growth. Weed Science 41, 38–45. open url image1

Perry LJ, Larson KL (1974) Influence of drought on tillering and internode number and length in alfalfa. Crop Science 14, 693–696. open url image1

Quiros CF , Bauchan GR (1988) The Genus Medicago and the origin of the Medicago sativa complex. In ‘Alfalfa and alfalfa improvement’. (Eds AA Hanson, DK Barnes, RR Hill) pp. 93–124. (American Society of Agronomy: Madison, WI)

Rawnsley RP , Donaghy DJ , Stevens DR (2007) What is limiting production and consumption of perennial ryegrass in temperate dairy regions of Australia and New Zealand? In ‘Dairy Science 2007, Meeting the challenges for pasture-based dairying. Proceedings of the 3rd Dairy Science Symposium’. (Eds DF Chapman, DA Clark, KL Macmillan, DP Nation) pp. 256–276. (Dairy Science: Melbourne)

Robertson M (2006) ‘Lucerne prospects: drivers for widespread adoption of lucerne for profit and salinity management.’ (Cooperative Research Centre for Plant-based Management of Dryland Salinity: Perth, WA)

Rogers VE (1961) Lucerne variety trials at Deniliquin, N.S.W. Australian Journal of Experimental Agriculture and Animal Husbandry 1, 60–66.
Crossref | GoogleScholarGoogle Scholar | open url image1

Rogers VE (1981) Comparison of lucernes when grown on a heavy clay soil infected by Phytophthora, and their response to attack by the spotted alfalfa aphid (Therioaphis trifolii f. maculata). Australian Journal of Experimental Agriculture and Animal Husbandry 21, 63–67.
Crossref | GoogleScholarGoogle Scholar | open url image1

SAS (2003) ‘SAS release 9.1.’ (SAS Institute Inc: Cary, NC)

Smith SR, Bouton JH, Hoveland CS (1989) Alfalfa persistence and regrowth potential under continuous grazing. Agronomy Journal 81, 960–965. open url image1

Stout DG, Hall JW (1989) Fall growth and winter survival of alfalfa in interior British Columbia. Canadian Journal of Plant Science 69, 491–499.
Crossref | GoogleScholarGoogle Scholar | open url image1

Teuber LR , Taggard KL , Gibbs LK , McCaslin MH , Peterson MA , Barnes DK (1998) Fall dormancy. In ‘Standard test to characterize alfalfa cultivars. North American Alfalfa Improvement Conference’. (Ed. CC Fox) pp. A1–2. (AAIC: Bozeman, MT)

Ueno M, Smith D (1970) Influence of temperature on seedling growth and carbohydrate composition of three alfalfa cultivars. Agronomy Journal 62, 764–767. open url image1

Wiersma DW , Hartman WG (2000) ‘Alfalfa variety performance database.’ (College of Agricultural and Life Sciences, University of Wisconsin: Madison, WI)