Dr Julian Taylor

Julian Taylor
Research Scientist
School of Agriculture, Food and Wine
Faculty of Sciences

Julian is a Senior Research Fellow in the University of Adelaide

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Dr Julian Taylor

Julian is a Senior Research Fellow in the University of Adelaide

Eligible to supervise Masters and PhD (as Co-Supervisor) — email supervisor to discuss availability.

Dr. Julian Taylor is a Senior Research Fellow in the Biometry Hub located at the Waite Agricultural Precinct of the University of Adelaide. He is also a Program Leader for the southern node of the Statistics for the Grains Industry project, a Grains Research and Development Corporation (GRDC) funded initiative to provide biometrical research support for southern regional GRDC projects.

Dr. Taylors research is based on the development of statistical methodology and models along with their computational implementation for use in the analysis of plant breeding experiments. Much of this research is multi-disciplinary  and highly collaborative with plant researchers in the university as well across other scientific communities involved in plant breeding research. A substantial focus of the research is in the competitive research area of statistical genetics in crop agriculture. This includes the theoretical and computational research development of gene-trait association modelling such as quantitative trait loci (QTL) analysis and genome wide association analyses.

Additionally, Dr. Taylor is the co-author and maintainer of statistical software packages R/wgaim and R/ASMap written in the open source R statistical computing environment. These packages have provided plant research staff in the university with highly efficient tools for the genetic analysis of their experiments and continue to play an important role in providing research outcomes for their projects.





Date Position Institution name
2016 Senior Research Fellow University of Adelaide, Adelaide
2011 - 2016 Research Fellow University of Adelaide, Adelaide
2006 - 2011 Postdoctoral Fellow Commonwealth Scientific and Industrial Research Organisation (CSIRO), Canberra


Date Institution name Country Title
1998 - 2005 University of Adelaide Australia PhD


Year Citation
2018 Hall, K., Fowler, A., Geddes, M., & Taylor, J. (2018). Predictable spatiotemporal dynamics of a dense cuttlefish spawning aggregation increases its vulnerability to exploitation. ICES Journal of Marine Science, 75(1), 221-234.
2017 Taylor, J., Norman, A., Tanaka, E., Telfer, P., Edwards, J., Martinant, J., & Kuchel, H. (2017). Increased genomic prediction accuracy in wheat breeding using a large Australian panel. TAG Theoretical and Applied Genetics, 130(12), 1-13.
2017 Shankar, M., Jorgensen, D., Taylor, J., Chalmers, K., Fox, R., Holloway, G., . . . Mather, D. (2017). Loci on chromosomes 1A and 2A affect resistance to tan (yellow) spot in wheat populations not segregating for tsn1. Theoretical and Applied Genetics, 130(12), 2637-2654.
2017 Aldridge, M., Lee, S., Taylor, J., Popplewell, G., Job, F., & Pitchford, W. (2017). The use of walk over weigh to predict calving date in extensively managed beef herds. Animal Production Science, 57(3), 583-591.
2017 Taylor, J., & Butler, D. (2017). R package ASMap: efficient genetic linkage map construction and diagnosis. Journal of Statistical Software, 29(6), 1-29.
2016 Genc, Y., Oldach, K., Taylor, J., & Lyons, G. (2016). Uncoupling of sodium and chloride to assist breeding for salinity tolerance in crops. New Phytologist, 210(1), 145-156.
DOI Scopus9 WoS7 Europe PMC5
2016 Schoppach, R., Taylor, J., Majerus, E., Claverie, E., Baumann, U., Suchecki, R., . . . Sadok, W. (2016). High resolution mapping of traits related to whole-plant transpiration under increasing evaporative demand in wheat. Journal of Experimental Botany, 67(9), 2847-2860.
DOI Scopus5 WoS6 Europe PMC3
2016 Shirdelmoghanloo, H., Taylor, J., Lohraseb, I., Rabie, H., Brien, C., Timmins, A., . . . Collins, N. (2016). A QTL on the short arm of wheat (Triticum aestivum L.) chromosome 3B affects the stability of grain weight in plants exposed to a brief heat shock early in grain filling. BMC Plant Biology, 16(1), 100-1-100-15.
DOI Scopus4 WoS4 Europe PMC1
2016 Stevens, R., Pech, J., Taylor, J., Clingeleffer, P., Walker, R., & Nicholas, P. (2016). Effects of irrigation and rootstock on Vitis vinifera (L.) cv. Shiraz berry composition and shrivel, and wine composition and wine score. Australian Journal of Grape and Wine Research, 22(1), 124-136.
DOI Scopus2
2016 Mahjourimajd, S., Taylor, J., Rengel, Z., Khabaz-Saberi, H., Kuchel, H., Okamoto, M., & Langridge, P. (2016). The genetic control of grain protein content under variable nitrogen supply in an Australian wheat mapping population. PLoS ONE, 11(7), 13 pages.
DOI Scopus2 Europe PMC1
2016 Mahjourimajd, S., Taylor, J., Sznajder, B., Timmins, A., Shahinnia, F., Rengel, Z., . . . Langridge, P. (2016). Genetic basis for variation in wheat grain yield in response to varying nitrogen application. PLoS ONE, 11(7), 1-18.
DOI Scopus2 WoS2 Europe PMC2
2015 Kitimu, S., Taylor, J., March, T., Tairo, F., Wilkinson, M., & Rodriguez Lopez, C. (2015). Meristem micropropagation of cassava (Manihot esculenta) evokes genome-wide changes in DNA methylation. Frontiers in Plant Science, 6(Aug), 590-1-590-12.
DOI Scopus9 WoS8 Europe PMC8
2015 McDonald, G., Bovill, W., Taylor, J., & Wheeler, R. (2015). Responses to phosphorus among wheat genotypes. Crop and Pasture Science, 66(5), 430-444.
DOI Scopus8 WoS9
2015 Hill, C., Taylor, J., Edwards, J., Mather, D., Langridge, P., Bacic, A., & Roessner, U. (2015). Detection of QTL for metabolic and agronomic traits in wheat with adjustments for variation at genetic loci that affect plant phenology. Plant Science, 233, 143-154.
DOI Scopus18 WoS15 Europe PMC10
2014 Maphosa, L., Collins, N. C., Taylor, J., & Mather, D. E. (2014). Post-anthesis heat and a Gpc-B1 introgression have similar but non-additive effects in bread wheat. Functional Plant Biology, 41(9), 1002-1008.
DOI Scopus7 WoS5
2014 Linsell, K., Rahman, M., Taylor, J., Davey, R., Gogel, B., Wallwork, H., . . . Oldach, K. (2014). QTL for resistance to root lesion nematode (Pratylenchus thornei) from a synthetic hexaploid wheat source. Theoretical and Applied Genetics, 127(6), 1409-1421.
DOI Scopus2 WoS1
2014 Genc, Y., Taylor, J., Rongala, J., & Oldach, K. (2014). A major locus for chloride accumulation on chromosome 5A in bread wheat. PLoS One, 9(6), e98845-1-e98845-12.
DOI Scopus6 WoS5 Europe PMC5
2013 Hill, C., Taylor, J., Edwards, J., Mather, D., Bacic, A., Langridge, P., & Roessner, U. (2013). Whole-genome mapping of agronomic and metabolic traits to identify novel quantitative trait loci in bread wheat grown in a water-limited environment. Plant Physiology, 162(3), 1266-1281.
DOI Scopus39 WoS37 Europe PMC26
2013 Bonneau, J., Taylor, J., Parent, B., Bennett, D., Reynolds, M., Feuillet, C., . . . Mather, D. (2013). Multi-environment analysis and improved mapping of a yield-related QTL on chromosome 3B of wheat. Theoretical and Applied Genetics, 126(3), 747-761.
DOI Scopus36 WoS38 Europe PMC23
2012 Verbyla, A., Taylor, J., & Verbyla, K. (2012). RWGAIM: An efficient high-dimensional random whole genome average (QTL) interval mapping approach. Genetics Research, 94(6), 291-306.
DOI Scopus12 WoS12 Europe PMC8
2012 McDonald, G., Taylor, J., Verbyla, A., & Kuchel, H. (2012). Assessing the importance of subsoil constraints to yield of wheat and its implications for yield improvement. Crop and Pasture Science, 63(11), 1043-1065.
DOI Scopus22 WoS24
2012 Taylor, J., Verbyla, A., Cavanagh, C., & Newberry, M. (2012). Variable selection in linear mixed models using an extended class of penalties. Australian and New Zealand Journal of Statistics, 54(4), 427-449.
DOI Scopus3 WoS2
2011 Taylor, J., & Verbyla, A. (2011). R package wgaim: QTL analysis in bi-parental populations using linear mixed models. Journal of Statistical Software, 40(7), 1-18.
2010 Cavanagh, C., Taylor, J., Larroque, O., Coombes, N., Verbyla, A., Nath, Z., . . . Newberry, M. (2010). Sponge and dough bread making: genetic and phenotypic relationships with wheat quality traits. Theoretical and Applied Genetics, online(5), 1-14.
DOI Scopus19 WoS17 Europe PMC11
2008 Stevens, R., Pech, J., Gibberd, M., Walker, R., Jones, J., Taylor, J., & Nicholas, P. (2008). Effect of reduced irrigation on growth, yield, ripening rates and water relations of Chardonnay vines grafted to five rootstocks. Australian Journal of Grape and Wine Research, 14(3), 177-190.
DOI Scopus25 WoS22
2006 Taylor, J., & Verbyla, A. (2006). Asymptotic likelihood approximations using a partial Laplace approximation. Australian & New Zealand Journal of Statistics, 48(4), 465-476.
2004 Taylor, J., & Verbyla, A. (2004). Joint modelling of location and scale parameters of the t distribution. Statistical Modelling, 4(2), 91-112.
2003 Stephens, C., Taylor, J., & Austin, A. (2003). Modification of insect-plant interactions: weed invasion and the pollination of an endangered orchid. Records of the South Australian Museum Monograph Series, 7, 193-201.


Year Citation
2014 Taylor, J. D., & Butler, D. (2014). ASMap: Linkage map construction using the MSTmap algorithm (Version 0.3-3) [Computer Software]. http://cran.r-project.org/web/packages/ASMap/index.html: Comprehensive R Archive Network.
2008 Taylor, J. D., Diffey, S., Verbyla, A., & Cullis, B. (2008). wgaim: Whole Genome Average Interval Mapping for QTL Detection using Mixed Models (Version 1.4-5) [Computer Software]. http://cran.r-project.org/web/packages/wgaim/index.html: Comprehensive R Archive Network.


Project Title Funding Body Duration Investment Role %Time
SAGI-STH: The southern node of the Statistics for the Australian
Grains Industry
GRDC 2016-2020 $4.5M Principal Investigator 100.0%


Current Higher Degree by Research Supervision (University of Adelaide)

Date Role Research Topic Program Degree Type Student Load Student Name
2014 Co-Supervisor Genomic Selection: A New Frontier for Higher Rates of Genetic Gain in Wheat Doctor of Philosophy Doctorate Part Time Adam Luke Norman
Research Scientist
Waite Building, floor 2
Org Unit
School of Agriculture, Food and Wine