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Dr Joanne De Faveri
Dr

Joanne De Faveri

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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

42 works between 1996 and 2024

1 - 20 of 42 works

2024

Journal Article

Perennial grass and herb options to extend summer–autumn forage in a drought-prone temperate environment

Stutz, Rebecca S., De Faveri, Joanne and Culvenor, Richard A. (2024). Perennial grass and herb options to extend summer–autumn forage in a drought-prone temperate environment. Grassland Research, 3 (2), 199-216. doi: 10.1002/glr2.12083

Perennial grass and herb options to extend summer–autumn forage in a drought-prone temperate environment

2023

Journal Article

Macadamia breeding for reduced plant vigor: progress and prospects for profitable and sustainable orchard systems

Dhakal Poudel, Pragya, Cowan, Max, Shaw, Lindsay, De Faveri, Joanne, Topp, Bruce and Alam, Mobashwer (2023). Macadamia breeding for reduced plant vigor: progress and prospects for profitable and sustainable orchard systems. Sustainability, 15 (19) 14506, 14506. doi: 10.3390/su151914506

Macadamia breeding for reduced plant vigor: progress and prospects for profitable and sustainable orchard systems

2023

Journal Article

Legume options for summer-active pastures in a temperate rainfall environment of south-eastern Australia

Stutz, Rebecca S., De Faveri, Joanne and Culvenor, Richard A. (2023). Legume options for summer-active pastures in a temperate rainfall environment of south-eastern Australia. Crop and Pasture Science, 74 (8), 739-755. doi: 10.1071/CP22406

Legume options for summer-active pastures in a temperate rainfall environment of south-eastern Australia

2023

Journal Article

Modelling spatial and temporal correlation in multi-assessment perennial crop variety selection trials using a multivariate autoregressive model

De Faveri, J., Verbyla, A. P. and Culvenor, R. A. (2023). Modelling spatial and temporal correlation in multi-assessment perennial crop variety selection trials using a multivariate autoregressive model. Crop and Pasture Science, 74 (12), 1142-1155. doi: 10.1071/cp22280

Modelling spatial and temporal correlation in multi-assessment perennial crop variety selection trials using a multivariate autoregressive model

2023

Journal Article

Genetic parameters of husk spot resistance in macadamia breeding families

Nunn, Jasmine, Hardner, Craig, De Faveri, Joanne, Akinsanmi, Olufemi A., O’Connor, Katie, Alam, Mobashwer and Topp, Bruce (2023). Genetic parameters of husk spot resistance in macadamia breeding families. Euphytica, 219 (5) 54, 1-21. doi: 10.1007/s10681-023-03169-2

Genetic parameters of husk spot resistance in macadamia breeding families

2023

Conference Publication

Flexible linear mixed models for complex data in horticultural tree breeding

Hardner, C. and De Faveri, J. (2023). Flexible linear mixed models for complex data in horticultural tree breeding. XXXI International Horticultural Congress (IHC2022): International Symposium on Breeding and Effective Use of Biotechnology and Molecular Tools in Horticultural Crops, Angers, France, 14-20 August 2022. Leuven, Belgium: International Society for Horticultural Science. doi: 10.17660/actahortic.2023.1362.19

Flexible linear mixed models for complex data in horticultural tree breeding

2023

Journal Article

Evaluation of in-field inoculation methods for characterisation of macadamia germplasm to husk spot incidence and severity

Nunn, Jasmine, Akinsanmi, Olufemi Akinyemi, Hardner, Craig, De Faveri, Joanne, O'Connor, Katie, Alam, Mobashwer and Topp, Bruce (2023). Evaluation of in-field inoculation methods for characterisation of macadamia germplasm to husk spot incidence and severity. Plant Disease, 107 (1), 76-82. doi: 10.1094/pdis-03-22-0507-re

Evaluation of in-field inoculation methods for characterisation of macadamia germplasm to husk spot incidence and severity

Featured

2022

Journal Article

Genome-wide association study for abscission failure of fruit pericarps (stick-tights) in wild macadamia germplasm

Nunn, Jasmine, De Faveri, Joanne De, O’Connor, Katie, Alam, Mobashwer, Hardner, Craig, Akinsanmi, Olufemi and Topp, Bruce (2022). Genome-wide association study for abscission failure of fruit pericarps (stick-tights) in wild macadamia germplasm. Agronomy, 12 (8) 1913, 1913. doi: 10.3390/agronomy12081913

Genome-wide association study for abscission failure of fruit pericarps (stick-tights) in wild macadamia germplasm

2022

Conference Publication

Genetics and physiology of scion vigour in macadamia

Poudel, P. D., De-Faveri, J., Shaw, L., Topp, B. and Alam, M. (2022). Genetics and physiology of scion vigour in macadamia. Australasian Plant Breeding Conference, Gold Coast, QLD, Australia, 9-12 May 2022.

Genetics and physiology of scion vigour in macadamia

2022

Journal Article

Random regression models for multi-environment, multi-time data from crop breeding selection trials

De Faveri, J., Verbyla, A. P. and Rebetzke, G. (2022). Random regression models for multi-environment, multi-time data from crop breeding selection trials. Crop and Pasture Science, 74 (4), 1-13. doi: 10.1071/cp21732

Random regression models for multi-environment, multi-time data from crop breeding selection trials

2021

Journal Article

Modelling temporal genetic and spatio-temporal residual effects for high-throughput phenotyping data

Verbyla, A. P., De Faveri, J., Deery, D. M. and Rebetzke, G. J. (2021). Modelling temporal genetic and spatio-temporal residual effects for high-throughput phenotyping data. Australian and New Zealand Journal of Statistics, 63 (2), 284-308. doi: 10.1111/anzs.12336

Modelling temporal genetic and spatio-temporal residual effects for high-throughput phenotyping data

2021

Journal Article

Productivity of diverse forage brassica genotypes exceeds that of oats across multiple environments within Australia

Watt, Lucinda J., Bell, Lindsay W., Cocks, Brett D., Swan, Anthony D., Stutz, Rebecca S., Toovey, Andrew and De Faveri, Joanne (2021). Productivity of diverse forage brassica genotypes exceeds that of oats across multiple environments within Australia. Crop and Pasture Science, 72 (5), 393-406. doi: 10.1071/cp21034

Productivity of diverse forage brassica genotypes exceeds that of oats across multiple environments within Australia

2021

Journal Article

Genetic analysis of multiple fruit quality traits in mango across sites and years

Bally, Ian S. E. and De Faveri, Joanne (2021). Genetic analysis of multiple fruit quality traits in mango across sites and years. Euphytica, 217 (3) 44. doi: 10.1007/s10681-020-02750-3

Genetic analysis of multiple fruit quality traits in mango across sites and years

2020

Journal Article

Genetic variation for photosynthetic capacity and efficiency in spring wheat

Silva-Perez, Viridiana, De Faveri, Joanne, Molero, Gemma, Deery, David M., Condon, Anthony G., Reynolds, Matthew P., Evans, John R. and Furbank, Robert T. (2020). Genetic variation for photosynthetic capacity and efficiency in spring wheat. Journal of Experimental Botany, 71 (7), 2299-2311. doi: 10.1093/jxb/erz439

Genetic variation for photosynthetic capacity and efficiency in spring wheat

2020

Journal Article

Response of strawberry cultivars inoculated with Macrophomina phaseolina in Australia

Gomez, Apollo O., De Faveri, Joanne, Neal, Jodi M., Aitken, Elizabeth A. B. and Herrington, Mark E. (2020). Response of strawberry cultivars inoculated with Macrophomina phaseolina in Australia. International Journal of Fruit Science, 20 (sup2), 1-14. doi: 10.1080/15538362.2019.1709114

Response of strawberry cultivars inoculated with Macrophomina phaseolina in Australia

2019

Journal Article

'Red Rhapsody' Strawberry

Herrington, Mark, Neal, Jodi, Woolcock, Louella, Paynter, Michelle, Gomez, Apollo and De Faveri, Joanne (2019). 'Red Rhapsody' Strawberry. HortScience, 54 (9), 1641-1643. doi: 10.21273/hortsci14024-19

'Red Rhapsody' Strawberry

2018

Journal Article

Tensor cubic smoothing splines in designed experiments requiring residual modelling

Verbyla, Arunas P., De Faveri, Joanne, Wilkie, John D. and Lewis, Tom (2018). Tensor cubic smoothing splines in designed experiments requiring residual modelling. Journal of Agricultural, Biological, and Environmental Statistics, 23 (4), 478-508. doi: 10.1007/s13253-018-0334-9

Tensor cubic smoothing splines in designed experiments requiring residual modelling

2018

Journal Article

Maternal body composition in seedstock herds. 3. Multivariate analysis using factor analytic models and cluster analysis

De Faveri, J., Verbyla, A. P., Lee, S. J. and Pitchford, W. S. (2018). Maternal body composition in seedstock herds. 3. Multivariate analysis using factor analytic models and cluster analysis. Animal Production Science, 58 (1), 135-144. doi: 10.1071/an15465

Maternal body composition in seedstock herds. 3. Multivariate analysis using factor analytic models and cluster analysis

2017

Conference Publication

Breeding for low vigour in mango

Bally, I. S.E. and De Faveri, J. (2017). Breeding for low vigour in mango. ISHS Acta Horticulturae 1183: XI International Mango Symposium, Darwin, NT Australia, 2017. Leuven, Belgium: International Society for Horticultural Science. doi: 10.17660/actahortic.2017.1183.9

Breeding for low vigour in mango

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

Persistence and productivity of phalaris (Phalaris aquatica) germplasm in dry marginal rainfall environments of south-eastern Australia

Supervision

Availability

Dr Joanne De Faveri is:
Available for supervision

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Media

Enquiries

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