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RESEARCH ARTICLE
Contents Vol 58(9)

Yield performance and adaptation of some Australian-grown rice varieties through multivariate analysis

Siva Sivapalan A D E , Graeme Batten B , Ashantha Goonetilleke A and Serge Kokot C
+ Author Affiliations
- Author Affiliations

A School of Urban Development, Queensland University of Technology, GPO Box 2434, Brisbane, Qld 4001, Australia.

B Sea Spec Pty Ltd, PO Box 487, Woolgoolga, NSW 2456, Australia.

C Inorganic Materials Research Program, School of Physical and Chemical Sciences, Queensland University of Technology, GPO Box 2434, Brisbane, Qld 4001, Australia.

D Current address: Department of Agriculture and Food, Government of Western Australia, PO Box 64, Three Springs, WA 6519, Australia.

E Corresponding author. Email: ssivapalan@agric.wa.gov.au

Australian Journal of Agricultural Research 58(9) 874-883 https://doi.org/10.1071/AR06357
Submitted: 14 November 2006  Accepted: 18 May 2007   Published: 28 September 2007

Abstract

Rice breeders are involved in developing new varieties for a diverse range of production environments to increase average yields. Interpretation of performance of several varieties evaluated in a broad range of environments is usually affected by variety × environment interactions. Application of multivariate analyses, especially multi-criteria decision making (MCDM) methods in variety × environment interaction studies can benefit interpretation of yield performance and adaptation of varieties in response to different environments. The case study discussed in this paper highlights the significant advantages of using MCDM methods to overcome constraints imposed by having to investigate a large number of variables inherent in such analysis.

The grain yield of 13 rice varieties with varying characteristics, grown in 4 different regions in southern New South Wales (NSW), Australia, during the 2000–06 growing seasons was analysed using classification techniques and preference ranking organization method for enrichment evaluation (PROMETHEE) analysis. Significant variety × environment interaction was found to influence the yield performance of individual varieties across a range of environmental conditions. Classification of environments and geometrical analysis for interactive aid (GAIA) plot of PROMETHEE analysis identified the Murrumbidgee Irrigation Area (MIA) and Coleambally Irrigation Area (CIA) as higher yielding regions compared with the Eastern Murray Valley (EMV) and Western Murray Valley (WMV). Turbid water and cold weather conditions are suggested to explain the lower yield obtained in the WMV environment.

In terms of varieties, Amaroo and Opus were identified as widely adaptable to most of the environments, while Jarrah was the least adaptable. Illabong can be considered as best adapted to the EMV or WMV regions, while Paragon and Reiziq can be regarded as best adapted to the MIA and CIA regions. Partial and complete ranking showed the interrelationships between the varieties for their yield performance and adaptation across all environments. Amaroo, Illabong, and Opus were ranked as the most preferred varieties, while Koshihikari, Kyeema, and Jarrah were ranked as the least preferred ones. Partial pre-order with 13 classes from PROMETHEE I analysis identified varieties with similar characteristics and aided the selection of suitable alternative varieties. The outcomes from the analyses reported here allow rice varieties or genotypes to be rated for yield stability for a specific or a range of different environments.

Additional keywords: Australian rice industry, rice-based farming systems, variety-by-environment interaction, PROMETHEE, GAIA.


Acknowledgments

Rice production statistics for the period 2001–04 and 2005–06 were provided by Laurie Lewin (former Director of the Cooperative Research Centre for Sustainable Rice Production) and John Lacy (Rice Farming Systems Leader, NSW Department of Primary Industries, Yanco Agricultural Institute), respectively.


References


Bacon P (1978) Progress in controlling muddy water. In ‘Farmers’ Newsletter Large Area’. (Ed. L Kealey) pp. 26–28. (Irrigation Research and Extension Committee, CSIRO Centre for Irrigation Research: Griffith, NSW)

Brennan JP, Lewin LG, Marshall GR, Reinke RF (1994) An economic assessment of rice breeding in New South Wales. Australian Journal of Experimental Agriculture 34, 889–896.
| Crossref | GoogleScholarGoogle Scholar | open url image1

Clampett W , Lewin L , Reinke R (1997) Choosing a rice variety for 1997/98. NSW Agriculture and the RIRDC Rice Research and Development Committee, Rice Notes 97/1, June 1997.

Clampett W , Reinke R , Snell P (2002) Choosing a rice variety for 2002/2003. NSW Agriculture and the RIRDC Rice Research and Development Committee, Rice Notes, July 2002.

Farrell TC , Williams RL , Fukai S (2001) The cost of low temperature to the NSW rice industry. In ‘Proceedings of the 10th Australian Agronomy Conference’. 28 January–1 February 2001, Hobart, Tas. (Australian Society of Agronomy)

Humphreys E , Barrs HD (1998) Constraints to rice establishment and yield in the Western Murray Valley. Rural Industries Research and Development Corporation (RIRDC), Publication No. 99/32, Canberra, ACT.

Humphreys E, Lewin LG, Khan S, Beecher HG, Lacy JM , et al. (2006) Integration of approaches to increasing water use efficiency in rice-based systems in southeast Australia. Field Crops Research 97, 19–33.
| Crossref | GoogleScholarGoogle Scholar | open url image1

Imin N , Weinman JJ , Rolfe BG (2004) Investigation of the molecular mechanisms causing cold induced sterility in rice. Rural Industries Research and Development Corporation (RIRDC), Publication No. 04/002, Canberra, ACT.

Ivory DA, Kaewmeechai S, DeLacy IH, Basford KE (1991) Analysis of the environmental component of genotype × environment interaction in crop adaptation evaluation. Field Crops Research 28, 71–84.
| Crossref | GoogleScholarGoogle Scholar | open url image1

Keller HR, Massart DL, Brans JP (1991) Multicriteria decision making: a case study. Chemometrics and Intelligent Laboratory Systems 11, 175–189.
| Crossref | GoogleScholarGoogle Scholar | open url image1

Kokot S , Ayoko GA (2005) Chemometrics: multicriteria decision making. In ‘Encyclopaedia of analytical sciences’. 2nd edn (Eds PJ Worsfold, A Townsend, CF Poole) pp. 40–45. (Elsevier: Oxford, UK)

Lacy J , Reinke R , Snell P , Clough R (2005) Choosing a rice variety for 2005/06. NSW Department of Primary Industries, Primefact 47, Orange, NSW.

Lewis G (1994) ‘An illustrated history of the Riverina rice industry.’ (Ricegrowers’ Co-operative Limited: Leeton, NSW)

Linnegar M, Woodside D (2003) Australian rice: leaders in environmental change. Natural Resource Management June (special issue) , 22–27. open url image1

McDonald DJ (1994) Temperate rice technology for the 21st century: an Australian example. Australian Journal of Experimental Agriculture 34, 877–888.
| Crossref | GoogleScholarGoogle Scholar | open url image1

Quirk JP (2001) The significance of the threshold and turbidity concentrations in relation to sodicity and microstructure. Australian Journal of Soil Research 39, 1185–1217.
| Crossref | GoogleScholarGoogle Scholar | open url image1

Reinke R , Lewin L , Snell P (2004) Rice varieties and plant breeding. In ‘Production of quality rice in south eastern Australia’. Ch. 5. Rural Industries Research and Development Corporation (RIRDC), Publication No. 00/2. (Eds LM Kealey, WS Clampett) (RIRDC: Canberra, ACT)

Singh RP , Brennan JP , Farrell T , Williams R , Reinke R , Lewin L , Mullen J (2005) Economic analysis of improving cold tolerance in rice in Australia. Final Report, Program 2, CRC for Sustainable Rice Production, Yanco, NSW.

Sivapalan S (2005) Effect of gypsum and polyacrylamides on water turbidity and infiltration in a sodic soil. Australian Journal of Soil Research 43, 723–733.
| Crossref | GoogleScholarGoogle Scholar | open url image1

Sivapalan S, O’Brien L, Ortiz-Ferrara G, Hollamby J, Barclay I, Martin P (2000) An adaptation analysis of Australian and CIMMYT/ICARDA wheat germplasm in Australian production environments. Australian Journal of Agricultural Research 51, 903–915.
| Crossref | GoogleScholarGoogle Scholar | open url image1

Sivapalan S, O’Brien L, Ortiz-Ferrara G, Hollamby J, Barclay I, Martin P (2001) Yield performance and adaptation of some Australian and CIMMYT/ICARDA developed wheat genotypes in the West Asia North Africa (WANA) region. Australian Journal of Agricultural Research 52, 661–670.
| Crossref | GoogleScholarGoogle Scholar | open url image1

Sivapalan S, O’Brien L, Ortiz-Ferrara G, Hollamby J, Barclay I, Martin P (2003) A comparative study for yield performance and adaptation of some Australian and CIMMYT/ICARDA wheat genotypes grown at selected locations in Australia and the WANA region. Australian Journal of Agricultural Research 54, 91–100.
| Crossref | GoogleScholarGoogle Scholar | open url image1

Slavich P , Thompson J , Petterson G , Griffin D (1993) Gypsum and groundwater use in rice rotations. Final Report, Rural Industries Research and Development Corporation (RIRDC), Canberra, ACT.

Sojka RE , Surapaneni A (2000) Potential use of polyacrylamides in Australian agriculture to improve off and on-site environmental impacts and infiltration management. Final Report, Institute for Sustainable Irrigated Agriculture, Tatura, NSW.

SPSS (2004) ‘SPSS for Windows, Release 13.0.’ (SPSS Inc.: Chicago, IL)

Subasinghe R , Bechaz K (2005) Cold physiology at the plant level. Final Report, Project No. 2201, CRC for Sustainable Rice Production, Yanco, NSW.

SunRice (2004) Annual report 2004. Ricegrowers’ Co-operative Limited, Leeton, NSW.

SunRice (2005) Annual report 2005. Ricegrowers’ Co-operative Limited, Leeton, NSW.

Visual Decision (2000) ‘Decision Lab 2000, Executive edn.’ (Visual Decision Inc.: Montreal, Canada)