
Overview
Background
Dr Joanne De Faveri is a Senior Research Fellow in Statistics with QAAFI at The University of Queensland. Dr De Faveri’s research is based on developing new improved statistical and hybrid (integrated statistical / machine learning) methods to deliver significant genetic gains for plant breeding and pre-breeding programs. Her primary interests lie in spatio-temporal modelling of longitudinal data and the integration of high throughput phenotyping (HTP) (from sensors, hyperspectral, aerial images), genomic and environmental information for improved variety predictions.
Prior to joining UQ Dr De Faveri worked with CSIRO as part of SAGI-North, the Statistics for the Australian Grains Industry project, where she researched and applied statistical methods to grains research projects, in particular focussing on methods for High Throughput Phenomics. She also has over 20 years’ experience as a Biometrician with the Department of Agriculture & Fisheries (DAF), researching and applying statistical methods and training staff across a wide range of agricultural research projects in field crops, horticulture, beef, dairy, fisheries, aquaculture, and in particular, horticulture breeding programs.
Dr De Faveri has been invited to speak at National and International conferences on statistical methods for incorporating HTP data in variety trials and has developed national and international collaborations with colleagues at CSIRO, University of Queensland, University of Adelaide, Dept Agriculture & Fisheries, Wageningen University and CIMMYT.
Availability
- Dr Joanne De Faveri is:
- Available for supervision
Qualifications
- Bachelor (Honours) of Mathematics and Statistics, The University of Queensland
- Doctor of Philosophy of Applied Statistics, University of Adelaide
Works
Search Professor Joanne De Faveri’s works on UQ eSpace
2017
Journal Article
Persistence and productivity of phalaris (Phalaris aquatica) germplasm in dry marginal rainfall environments of south-eastern Australia
Culvenor, R. A., Norton, M. R. and De Faveri, J. (2017). Persistence and productivity of phalaris (Phalaris aquatica) germplasm in dry marginal rainfall environments of south-eastern Australia. Crop and Pasture Science, 68 (8), 781-797. doi: 10.1071/cp17203
2017
Conference Publication
Testing strawberry genotypes for resistance to Colletotrichum gloeosporioides in Queensland
Neal, J. M., Ko, H. L., Gomez, A. O., De Faveri, J., Verbyla, A., Mayer, R. and Herrington, M. E. (2017). Testing strawberry genotypes for resistance to Colletotrichum gloeosporioides in Queensland. 8th International Strawberry Symposium, Quebec City, Canada, 13 August 2016. Leuven, Belgium: International Society for Horticultural Science. doi: 10.17660/actahortic.2017.1156.109
2017
Journal Article
Residual variance-covariance modelling in analysis of multivariate data from variety selection trials
De Faveri, Joanne, Verbyla, Arunas P., Cullis, Brian R., Pitchford, Wayne S. and Thompson, Robin (2017). Residual variance-covariance modelling in analysis of multivariate data from variety selection trials. Journal of Agricultural, Biological, and Environmental Statistics, 22 (1), 1-22. doi: 10.1007/s13253-016-0267-0
2016
Journal Article
Rangeland profitability in the northern Gulf region of Queensland: understanding beef business complexity and the subsequent impact on land resource management and environmental outcomes
Rolfe, Joe W., Larard, Alison E., English, Bernard H., Hegarty, Emma S., McGrath, Tim B., Gobius, Niilo R., De Faveri, Joanne, Srhoj, Joanna R., Digby, Michael J. and Musgrove, Richard J. (2016). Rangeland profitability in the northern Gulf region of Queensland: understanding beef business complexity and the subsequent impact on land resource management and environmental outcomes. The Rangeland Journal, 38 (3), 261-272. doi: 10.1071/rj15093
2016
Conference Publication
Genetic resistance to the root rot pathogen Phytophthora cinnamomi in Ananas
Sanewski, G., Ko, L., DeFaveri, J. and Kilian, A. (2016). Genetic resistance to the root rot pathogen Phytophthora cinnamomi in Ananas. 29th International Horticultural Congress on Horticulture - Sustaining Lives, Livelihoods and Landscapes (IHC) / 4th International Symposium on Papaya / 8th International Pineapple Symposium / International Symposium on Mango, Brisbane, QLD, Australia, 17-22 August 2014. Leuven, Belgium: International Society for Horticultural Science. doi: 10.17660/actahortic.2016.1111.40
2015
Journal Article
Statistical methods for analysis of multi-harvest data from perennial pasture variety selection trials
De Faveri, Joanne, Verbyla, Arunas P., Pitchford, Wayne S., Venkatanagappa, Shoba and Cullis, Brian R. (2015). Statistical methods for analysis of multi-harvest data from perennial pasture variety selection trials. Crop and Pasture Science, 66 (9), 947-962. doi: 10.1071/cp14312
2014
Journal Article
Resistance to Fusarium oxysporum f. sp. fragariae and predicted breeding values in strawberry
Paynter, Michelle L., De Faveri, Joanne and Herrington, Mark E. (2014). Resistance to Fusarium oxysporum f. sp. fragariae and predicted breeding values in strawberry. Journal of the American Society for Horticultural Science, 139 (2), 178-184. doi: 10.21273/jashs.139.2.178
2013
Journal Article
Microbial indicators related to yield and disease and changes in soil microbial community structure with ginger farm management practices
Rames, E. K., Smith, M. K., Hamill, S. D. and De Faveri, J. (2013). Microbial indicators related to yield and disease and changes in soil microbial community structure with ginger farm management practices. Australasian Plant Pathology, 42 (6), 685-692. doi: 10.1007/s13313-013-0231-1
2012
Journal Article
Fuel manipulation with herbicide treatments to reduce fire hazard in young pine (Pinus elliottii x P. caribaea) plantations in south-east Queensland, Australia
Lewis, Tom and De Faveri, Joanne (2012). Fuel manipulation with herbicide treatments to reduce fire hazard in young pine (Pinus elliottii x P. caribaea) plantations in south-east Queensland, Australia. International Journal of Wildland Fire, 21 (8), 992-1003. doi: 10.1071/wf11101
2009
Journal Article
The effects of high stocking rates on milk production from dryland and irrigated Mediterranean pastures
Valentine, S., Lewis, P., Cowan, R. T. and DeFaveri, J. (2009). The effects of high stocking rates on milk production from dryland and irrigated Mediterranean pastures. Animal Production Science, 49 (2), 100-111. doi: 10.1071/ea07071
2006
Conference Publication
Investigating the genetic basis of mango fruit quality
Smyth, H. E., Bally, I., Dillon, N., Holton, T., De Faveri, J. and Dietzgen, R. G. (2006). Investigating the genetic basis of mango fruit quality. Tropical Crop Biotechnology Conference, Cairns, QLD, Australia, 16-19 August 2006.
2005
Journal Article
Australian wheat for the sponge and dough bread making process
Lever, T., Kelly, A., De Faveri, J., Martin, D., Sheppard, J., Quail, K. and Miskelly, D. (2005). Australian wheat for the sponge and dough bread making process. Australian Journal of Agricultural Research, 56 (10), 1049-1057. doi: 10.1071/ar05113
2005
Journal Article
A detached leaf bioassay to screen Durian cultivars for susceptibility to Phytophthora palmivora
Vawdrey, L. L., Martin, T. M. and De Faveri, J. (2005). A detached leaf bioassay to screen Durian cultivars for susceptibility to Phytophthora palmivora. Australasian Plant Pathology, 34 (2), 251-253. doi: 10.1071/ap05005
2005
Conference Publication
Effects of media and fruit ripeness on germination and transplanting of in vitro cultured embryos from low-chill peach and nectarine
Hamill, S.D., Beppu, K., Topp, B.L., Russell, D.M. and DeFaveri, J. (2005). Effects of media and fruit ripeness on germination and transplanting of in vitro cultured embryos from low-chill peach and nectarine. International Symposium on Harnessing the Potential of Horticulture in the Asian-Pacific Region, Coolum, QLD, Australia, 1-3 September 2004. Leuven, Belgium: International Society for Horticultural Science. doi: 10.17660/ActaHortic.2005.694.23
2004
Journal Article
The use of metalaxyl and potassium phosphonate, mounds, and organic and plastic mulches, for the management of Phytophthora root rot of papaya in far northern Queensland
Vawdrey, L. L., Grice, K. E., Peterson, R. A. and De Faveri, J. (2004). The use of metalaxyl and potassium phosphonate, mounds, and organic and plastic mulches, for the management of Phytophthora root rot of papaya in far northern Queensland. Australasian Plant Pathology, 33 (1), 103-107. doi: 10.1071/ap03087
2002
Journal Article
Bull selection and use in northern Australia. 5. Social behaviour and management
Fordyce, G., Fitzpatrick, L. A., Cooper, N. J., Doogan, V. J., De Faveri, J. and Holroyd, R. G. (2002). Bull selection and use in northern Australia. 5. Social behaviour and management. Animal Reproduction Science, 71 (1-2), 81-99. doi: 10.1016/S0378-4320(02)00027-1
2002
Journal Article
Bull selection and use in northern Australia. 4. Calf output and predictors of fertility of bulls in multiple-sire herds
Holroyd, R. G., Doogan, W., DeFaveri, J., Fordyce, G., McGowan, M. R., Bertram, J. D., Vankan, D. M., Fitzpatrick, L. A., Jayawardhana, G. A. and Miller, R. G. (2002). Bull selection and use in northern Australia. 4. Calf output and predictors of fertility of bulls in multiple-sire herds. Animal Reproduction Science, 71 (1-2), 67-79. doi: 10.1016/S0378-4320(02)00026-X
2002
Journal Article
Bull selection and use in northern Australia. Part 2. Semen traits
Fitzpatrick, L. A., Fordyce, G., McGowan, M. R., Bertram, J. D., Doogan, V. J., DeFaveri, J., Miller, R. G. and Holroyd, R. G. (2002). Bull selection and use in northern Australia. Part 2. Semen traits. Animal Reproduction Science, 71 (1-2), 39-49. doi: 10.1016/S0378-4320(02)00024-6
2002
Journal Article
The potential of organic and inorganic soil amendments, and a biological control agent (Trichoderma sp.) for the management of Phytophthora root rot of papaw in far northern Queensland
Vawdrey, L. L., Martin, T. M. and De Faveri, J. (2002). The potential of organic and inorganic soil amendments, and a biological control agent (Trichoderma sp.) for the management of Phytophthora root rot of papaw in far northern Queensland. Australasian Plant Pathology, 31 (4), 391-399. doi: 10.1071/ap02050
2002
Journal Article
Bull selection and use in northern Australia. 3. Serving capacity tests
Bertram, J. D., Fordyce, G., McGowan, M. R., Jayawardhana, G. A., Fitzpatrick, L. A., Doogan, V. J., DeFaveri, J. and Holroyd, R. G. (2002). Bull selection and use in northern Australia. 3. Serving capacity tests. Animal Reproduction Science, 71 (1-2), 51-66. doi: 10.1016/S0378-4320(02)00025-8
Supervision
Availability
- Dr Joanne De Faveri is:
- Available for supervision
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Media
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