
Overview
Background
Associate Professor Craig Hardner holds a bachelor in Forest Science awarded by the University of Melbourne, and BSc (Hons) and PhD from the University of Tasmania. Prior to his PhD, A/Prof Hardner worked as a Research Fellow at Swedish Agricultural University 1988-1990 supporting willow breeding for energy production. Between 1996-2007, A/Prof Hardner lead the CSIRO macadamia breeding program. A/Prof Hardner joined the University of Queensland in 2007 and commenced a joint appointment with Queensland Government as a research fellow in horticulture breeding and genetics. He has an extensive collaboration network in horticulture breeding and conservation including domestic and international organisations and Universities.
A/Prof Hardner was lead author on a 128 page review of macadamia genetics and domestication published in 2009 and is curator of macadamia cultivar descriptions for HortScience. He was awarded a Churchill fellowship in 2012 to travel to Hawaii to trace the domestication pathway of macadamia.
Availability
- Associate Professor Craig Hardner is:
- Available for supervision
Fields of research
Qualifications
- Bachelor of Science, University of Melbourne
- Bachelor (Honours) of Science (Advanced), University of Tasmania
- Doctor of Philosophy, University of Tasmania
Research interests
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Quantitative genetics
I am a world leader in development and application of mixed model methods for prediction of genetic value in forestry, macadamia, sugar cane, mango, and apple. In particular, I am interested in use of multi-variate approaches to model complex experimental designs including multiple locations, repeated measures, and spatial variation, and genetics including individual, parental, non-additive variation and polyploidy. I am also developing approaches for using genomic relationship matrices to leverage historical breeding and variety testing data to expand knowledge of GxE in horticultural crops.
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Conservation genetics of macadamia
Macadamia is an iconic Australian genus, being the only international crop domesticated from Australian flora. My research in this area uses sequencing and molecular markers to improve understanding of structure of remnant wild populations and trace the domestication history of the major sources of germplasm utilised for commercial production. This research also investigates opportunities available for breeding from utilisation of the remnant wild resources. I published a 128 pages seminal review of macadamia genetics and domestication in 2009.
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Tree breeding
I have major research activity in the quantitative genetics and breeding of perennial crops. I have an extensive background in genetic improvement of eucalypt and macadamia crops.I bred and selected new macadamia cultivars targeted specifically to Australian industry that will be released in 2017, and continue as a co-principal investigator on the current breeding program with responsibility for genetic analyses, evaluation of alternative breeding strategies and estimation of economic weights for selection.
Research impacts
MACADAMIA
Dr Hardner is responsible for developing new macadamia cultivars selected specifically for Australian production systems, promising a 30% increase in productivity. He also leads research on tracing the domestication of macadamia and identifying the wild origin of domesticated cultivars to further improve knowledge of the cultural history of the plant. He initiated, and is a member, of the Macadamia Conservation Committee which brings together Australian industry, university researchers, government officers, and NGOs to develop and support strategies for conservation of macadamia in the wild.
IMPROVED SELECTION METHODS
Dr Hardner has developed statistical approaches, and software for implementation, to improve prediction of genetic value of selection candidates in sugar cane, apple and eucalypts. His research on analysis of alternative breeding strategies has contributed to more efficient breeding strategies for macadamia, apple, eucalypts and strawberry.
ADAPTATION IN HORTICULTURAL CROPS
Dr Hardner is working with international researchers to use genomic approaches to combine historical data collected previously on varieties planted in different locations to improve understanding of the GxE to underpin improved production efficiency through better matching of genotype and production environment. This work will also be used to improve adaption strategies under the effects of climate change.
Works
Search Professor Craig Hardner’s works on UQ eSpace
2017
Conference Publication
Genetic diversity and variability in graft success in Australian macadamia rootstocks
Alam, Mohammad, Wilkie, John, Kelly, Allison, Hardner, Craig and Topp, Bruce (2017). Genetic diversity and variability in graft success in Australian macadamia rootstocks. International Macadamia Research Symposium, Hawaii, United States, 13-14 September 2017.
2017
Conference Publication
Indirect prediction of macadamia yield through a genome wide association study of component traits
O'Connor, Katie, Hayes, Ben, Hardner, Craig, Mobashwer Alam and Topp, Bruce (2017). Indirect prediction of macadamia yield through a genome wide association study of component traits. International Macadamia Research Symposium, Hawaii, United States, 13-14 September 2017.
2017
Conference Publication
Prospects of utilizing wild germplasm for future improvement of macadamia
Mai, Thuy, Alam, Mobashwer, Henry, Robert, Hardner, Craig and Topp, Bruce (2017). Prospects of utilizing wild germplasm for future improvement of macadamia. International Tropical Agriculture Conference TropAg2017, Brisbane, Australia, 20-22 November 2017.
2016
Journal Article
Improving prediction accuracy and selection of open-pollinated seed-lots in Eucalyptus dunnii Maiden using a multivariate mixed model approach
Hardner, Craig M., Healey, Adam L., Downes, Geoff, Herberling, Mónica and Gore, Peter L. (2016). Improving prediction accuracy and selection of open-pollinated seed-lots in Eucalyptus dunnii Maiden using a multivariate mixed model approach. Annals of Forest Science, 73 (4), 1035-1046. doi: 10.1007/s13595-016-0587-9
2016
Journal Article
Modeling of genetic gain for single traits from marker-assisted seedling selection in clonally propagated crops
Ru, Sushan, Hardner, Craig, Carter, Patrick A., Evans, Kate, Main, Dorrie and Peace, Cameron (2016). Modeling of genetic gain for single traits from marker-assisted seedling selection in clonally propagated crops. Horticulture Research, 3 (1) 16015, 16015. doi: 10.1038/hortres.2016.15
2016
Journal Article
Genetic architecture of apple fruit quality traits following storage and implications for genetic improvement
Hardner, Craig M., Evans, Kate, Brien, Chris, Bliss, Fred and Peace, Cameron (2016). Genetic architecture of apple fruit quality traits following storage and implications for genetic improvement. Tree Genetics and Genomes, 12 (20) 20. doi: 10.1007/s11295-016-0977-z
2016
Journal Article
Cost and accuracy of advanced breeding trial designs in apple
Harshman, Julia M., Evans, Kate M. and Hardner, Craig M. (2016). Cost and accuracy of advanced breeding trial designs in apple. Horticulture Research, 3 (1) 16008, 16008. doi: 10.1038/hortres.2016.8
2016
Conference Publication
Breeding objective for strawberry in subtropical southeast Queensland
Herrington, M. E., Hardner, C. M., Wegener, M., Woolcock, L. L. and Dieters, M. J. (2016). Breeding objective for strawberry in subtropical southeast Queensland. XXIX International Horticultural Congress on Horticulture: Sustaining Lives, Livelihoods and Landscapes (IHC2014), Brisbane, Australia, 17-22 August 2014. Leuven, Belgium: International Society for Horticultural Science. doi: 10.17660/ActaHortic.2016.1127.32
2016
Conference Publication
SNP analysis of Macadamia integrifolia chloroplast genomes to determine the genetic structure of wild populations
Ahmad Termizi, A. A., Hardner, C. M., Batley, J., Nock, C. J., Hayashi, S., Montenegro, J. D. and Edwards, D. (2016). SNP analysis of Macadamia integrifolia chloroplast genomes to determine the genetic structure of wild populations. XXIX International Horticultural Congress on Horticulture: Sustaining Lives, Livelihoods and Landscapes (IHC2014): International Symposium on Nut Crops, Brisbane, QLD Australia, 17-22 August 2014. Leuven, Belgium: International Society for Horticultural Science. doi: 10.17660/ActaHortic.2016.1109.29
2016
Conference Publication
Overview of the Australian macadamia industry breeding program
Topp, B., Hardner, C. M., Neal, J., Kelly, A., Russell, D., McConchie, C. and O'Hare, P. (2016). Overview of the Australian macadamia industry breeding program. XXIX International Horticultural Congress on Horticulture: Sustaining Lives, Livelihoods and Landscapes (IHC2014), Brisbane, Australia, 17 - 22 August 2014. Leuven, Belgium: International Society for Horticultural Science. doi: 10.17660/ActaHortic.2016.1127.8
2016
Conference Publication
Preliminary evaluation of macadamia rootstocks for yield and tree height
Neal, J. M., Kelly, A., Hardner, C. M., McConchie, C. and Topp, B. L. (2016). Preliminary evaluation of macadamia rootstocks for yield and tree height. 29th International Horticultural Congress on Horticulture - Sustaining Lives, Livelihoods and Landscapes (IHC) / International Symposium on Nut Crops, Brisbane Australia, Aug 17, 2014. Leuven, Belgium: International Society for Horticultural Science. doi: 10.17660/ActaHortic.2016.1109.30
2016
Conference Publication
Reconstructing relationship matrices from dense SNP arrays for the prediction of genetic potential in unreplicated multilocation plantings of apple progeny
Hardner, C. M., Kumar, S., Peace, C. M., Luby, J. and Evans, K. M. (2016). Reconstructing relationship matrices from dense SNP arrays for the prediction of genetic potential in unreplicated multilocation plantings of apple progeny. XXIX International Horticultural Congress on Horticulture: Sustaining Lives, Livelihoods and Landscapes (IHC2014), Brisbane, Australia, 17 - 22 August 2014. Leuven, Belgium: International Society for Horticultural Science. doi: 10.17660/ActaHortic.2016.1127.43
2016
Conference Publication
Estimating production costs and profitability of strawberry genotypes in southeast Queensland using plant traits
Herrington, M. E., Wegener, M., Hardner, C., Woolcock, L. L. and Dieters, M. J. (2016). Estimating production costs and profitability of strawberry genotypes in southeast Queensland using plant traits. XXIX International Horticultural Congress on Horticulture: Sustaining Lives, Livelihoods and Landscapes (IHC2014): International Symposium on Micropropagation and In Vitro Techniques, Brisbane, Australia, 17-22 August, 2014. Leuven, Belgium: International Society for Horticultural Science. doi: 10.17660/ActaHortic.2016.1117.49
2016
Conference Publication
Spatial analysis for trials with limited replication
Shewayrga, H., Arief, V. N., Hardner, C. M., DeLacy, I. H. and Basford, K. E. (2016). Spatial analysis for trials with limited replication. Australasian Applied Statistical Conference, Bermagui, NSW, Australia, 28 November - 2 December 2016.
2015
Journal Article
Macadamia domestication in Hawai‘i
Hardner, Craig (2015). Macadamia domestication in Hawai‘i. Genetic Resources and Crop Evolution, 63 (8), 1411-1430. doi: 10.1007/s10722-015-0328-1
2014
Journal Article
Estimating an aggregate economic genotype to facilitate breeding and selection of strawberry genotypes in Southeast Queensland
Herrington, Mark E., Hardner, Craig, Wegener, Malcolm, Woolcock, Louella and Dieters, Mark J. (2014). Estimating an aggregate economic genotype to facilitate breeding and selection of strawberry genotypes in Southeast Queensland. Journal of the American Society for Horticultural Science, 139 (3), 253-260. doi: 10.21273/jashs.139.3.253
2014
Journal Article
Whole genome shotgun sequences for microsatellite discovery and application in cultivated and wild Macadamia (Proteaceae)
Nock, Catherine J., Elphinstone, Martin S., Ablett, Gary, Kawamata, Asuka, Hancock, Wayne, Hardner, Craig M. and King, Graham J. (2014). Whole genome shotgun sequences for microsatellite discovery and application in cultivated and wild Macadamia (Proteaceae). Applications in Plant Sciences, 2 (4) 1300089, 1300089. doi: 10.3732/apps.1300089
2014
Conference Publication
In Harvesting the macadamia genome
Nock, C. J., Baten, A., Hancock, W., Kawamata, A., Craig Hardner, Bruce Topp, Robert Henry and King, G. J. (2014). In Harvesting the macadamia genome. Plant and Animal Genome XXII Conference, San Diego, 11-15 January 2014.
2013
Journal Article
Rain Damage on Three Strawberry Cultivars Grown in Subtropical Queensland
Herrington M.E., Hardner C., Wegener M. and Woolcock L.L. (2013). Rain Damage on Three Strawberry Cultivars Grown in Subtropical Queensland. International Journal of Fruit Science, 13 (1-2), 52-59. doi: 10.1080/15538362.2012.696982
2013
Conference Publication
Prediction of breeding values for average fruit weight in mango
Hardner, C. M., Bally, I. and Wright, C. (2013). Prediction of breeding values for average fruit weight in mango. IXth International Mango Symposium, Sanya, Peoples Republic of China, 8-12 April 2010. Leuven, Belgium: International Society for Horticultural Science.
Funding
Current funding
Supervision
Availability
- Associate Professor Craig Hardner is:
- Available for supervision
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Available projects
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Improved breeding methods for horticultural tree crops
There are a number of areas that can be explored with in this research rea including: (i) use of mixed models to improve prediction accuracy of genetic potential, (ii) modelling of alternative breeding strategies, including understanding the efficiency of current observational based approaches, (iii) economic impact of breeding methods
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Leveraging historical international data to better understand adaptation patterns in horticultural tree crops
This study is part of a large international collaboration that I lead. The approach is to examine the success of using genomic data to combine existing data previously collected by field evaluation programs to improve understanding of genotype and environment matching and improve strategies for dealing with the impact of climate change. crops include apple, peach, strawberry, cherry, macadamia and possibly mango.
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Structure and origin of domesticated macadamia germplasm
This study will undertake historical research and use molecular approaches to better understand the different sources of macadamia germplasm introduced into Hawaii, California and South Africa during the 20th century and how that contributes to the currently utilised commercial cultivars.
Supervision history
Current supervision
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Doctor Philosophy
Developing a rapid and cost effective genotyping method for blueberry breeding
Principal Advisor
Other advisors: Professor Bruce Topp, Professor Robert Henry
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Doctor Philosophy
Choice analysis evaluating factors influencing horticultural crop cultivars adoption and how those are accounted for in bio-economic modelling
Principal Advisor
Other advisors: Professor Bruce Topp, Dr Shabbir Ahmad
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Doctor Philosophy
Genetics of fruit sensory traits in strawberry
Principal Advisor
Other advisors: Professor Heather Smyth, Associate Professor Daniel Cozzolino
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Doctor Philosophy
Choice analysis evaluating factors influencing horticultural crop cultivars adoption and how those are accounted for in bio-economic modelling
Principal Advisor
Other advisors: Professor Bruce Topp, Dr Shabbir Ahmad
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Doctor Philosophy
Global Genomic Prediction in Apple
Principal Advisor
Other advisors: Dr Kai Voss-Fels, Dr Elizabeth Ross
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Doctor Philosophy
Genomic prediction in mango
Principal Advisor
Other advisors: Professor Daniel Ortiz-Barrientos
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Doctor Philosophy
Developing a rapid and cost effective genotyping method for blueberry breeding
Principal Advisor
Other advisors: Professor Bruce Topp, Professor Robert Henry
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Doctor Philosophy
Genetics of sensory traits in pineapple
Principal Advisor
Other advisors: Professor Heather Smyth, Associate Professor Daniel Cozzolino
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Doctor Philosophy
Fast-tracking genetic gains for E. smithii pulp plantations
Principal Advisor
Other advisors: Dr Alice Hayward
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Doctor Philosophy
Choice analysis evaluating factors influencing horticultural crop cultivars adoption and how those are accounted for in bio-economic modelling
Principal Advisor
Other advisors: Professor Bruce Topp
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Doctor Philosophy
Genetics of sensory traits in pineapple
Principal Advisor
Other advisors: Professor Heather Smyth, Associate Professor Daniel Cozzolino
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Master Philosophy
Unravelling the identity and relationships of Australian apple varieties
Principal Advisor
Other advisors: Dr Alice Hayward
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Doctor Philosophy
Genotyping by sequencing in Apple
Associate Advisor
Other advisors: Dr Elizabeth Ross
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Doctor Philosophy
Tropical fruit flavour: Identifying key aroma compounds that underpin sensory quality traits
Associate Advisor
Other advisors: Professor Heather Smyth
Completed supervision
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2024
Doctor Philosophy
Global Genomic Prediction in Apple
Principal Advisor
Other advisors: Dr Kai Voss-Fels, Dr Elizabeth Ross
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2023
Doctor Philosophy
Assessing genetic parameters of growth and wood property traits, and deployment strategies, for pulpwood production improvement in Eucalyptus dunnii
Principal Advisor
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2023
Doctor Philosophy
Genetic variation in Macadamia for resistance to Husk Spot, caused by Pseudocercospora macadamiae
Associate Advisor
Other advisors: Professor Femi Akinsanmi, Dr Mobashwer Alam, Professor Bruce Topp
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2021
Doctor Philosophy
Genomic-assisted exploitation of wild germplasm for improvement of macadamia
Associate Advisor
Other advisors: Professor Robert Henry, Dr Mobashwer Alam, Professor Bruce Topp
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2019
Doctor Philosophy
Selection strategies to improve yield in macadamia using component traits and genomics
Associate Advisor
Other advisors: Professor Robert Henry, Dr Mobashwer Alam, Professor Ben Hayes, Professor Bruce Topp
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2014
Doctor Philosophy
Multi-trait selection of strawberries in southeast Queensland
Associate Advisor
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2013
Doctor Philosophy
Genetic Improvement of Corymbia citriodora: Mixed model applications
Associate Advisor
Media
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