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Owen Powell
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Modelling selection response in plant-breeding programs using crop models as mechanistic gene-to-phenotype (CGM-G2P) multi-trait link functions
M Cooper, O Powell, KP Voss-Fels, CD Messina, C Gho, DW Podlich, ...
in silico Plants 3 (1), diaa016, 2021
462021
Spatial modelling improves genetic evaluation in smallholder breeding programs
ML Selle, I Steinsland, O Powell, JM Hickey, G Gorjanc
Genetics Selection Evolution 52, 1-17, 2020
242020
Crop improvement for circular bioeconomy systems
CD Messina, F Van Eeuwijk, T Tang, SK Truong, RF McCormick, ...
Journal of the ASABE 65 (3), 491-504, 2022
172022
Predicting Genotype x Environment x Management (GxExM) interactions for design of crop improvement strategies: integrating breeder, agronomist, and farmer perspectives
M Cooper, CD Messina, T Tang, C Gho, O Powell, D Podlich, F Technow, ...
Plant Breeding Reviews 46, 467-585, 2022
152022
In silico simulation of future hybrid performance to evaluate heterotic pool formation in a self-pollinating crop
WA Cowling, RC Gaynor, R Antolín, G Gorjanc, SM Edwards, O Powell, ...
Scientific reports 10 (1), 4037, 2020
152020
A two-part strategy using genomic selection in hybrid crop breeding programs
O Powell, RC Gaynor, G Gorjanc, CR Werner, JM Hickey
BioRxiv, 2020.05. 24.113258, 2020
132020
Genomic evaluations using data recorded on smallholder dairy farms in low-to middle-income countries
O Powell, R Mrode, RC Gaynor, M Johnsson, G Gorjanc, JM Hickey
JDS communications 2 (6), 366-370, 2021
10*2021
A linkage disequilibrium-based approach to position unmapped SNPs in crop species
S Yadav, EM Ross, KS Aitken, LT Hickey, O Powell, X Wei, KP Voss-Fels, ...
BMC genomics 22 (1), 773, 2021
92021
Extending the breeder's equation to take aim at the Target Population of Environments
M Cooper, OM Powell, C Gho, T Tang, C Messina
Frontiers in Plant Science 14, 2023
62023
Investigations into the emergent properties of gene-to-phenotype networks across cycles of selection: a case study of shoot branching in plants
OM Powell, F Barbier, KP Voss-Fels, C Beveridge, M Cooper
in silico Plants 4 (1), diac006, 2022
62022
Perspectives on applications of hierarchical gene-to-phenotype (G2P) maps to capture non-stationary effects of alleles in genomic prediction
OM Powell, KP Voss-Fels, DR Jordan, G Hammer, M Cooper
Frontiers in Plant Science 12, 663565, 2021
62021
Advancing artificial intelligence to help feed the world
BJ Hayes, C Chen, O Powell, E Dinglasan, K Villiers, KE Kemper, ...
Nature Biotechnology 41 (9), 1188-1189, 2023
42023
Use of continuous genotypes for genomic prediction in sugarcane
S Yadav, EM Ross, X Wei, S Liu, LT Nguyen, O Powell, LT Hickey, ...
The Plant Genome, e20417, 2023
12023
Optimising clonal performance in sugarcane: leveraging non-additive effects via mate-allocation strategies
S Yadav, EM Ross, X Wei, O Powell, V Hivert, LT Hickey, F Atkin, ...
Frontiers in Plant Science 14, 1260517, 2023
12023
Comparison of Genomic Prediction Models for General Combining Ability in Early Stages of Hybrid Breeding Programs
G de Jong, O Powell, G Gorjanc, JM Hickey, RC Gaynor
Crop Science, 2023
12023
Adaptation and plasticity of yield in hybrid and inbred sorghum
D Otwani, C Hunt, A Cruickshank, O Powell, A Koltunow, E Mace, ...
Crop Science, 2024
2024
Genomic prediction with machine learning in sugarcane, a complex highly polyploid clonally propagated crop with substantial non‐additive variation for key traits
C Chen, O Powell, E Dinglasan, EM Ross, S Yadav, X Wei, F Atkin, ...
The Plant Genome 16 (4), e20390, 2023
2023
APSIM-WGP: A Software Platform to Predict Crop GxExM Interactions
O Powell, G McLean, J Brider, G Hammer, M Cooper
GxExM Symposium II, 2023
2023
In Silico Sorghum GxExM Dataset For Prediction Algorithm Comparisons
O Powell, G McLean, J Brider, M Cooper, G Hammer
https://doi.org/10.6084/m9.figshare.23789685.v5, 2023
2023
Random Forest Importance Diagnostics can Capture Quantitative Genetic Properties of Markers for Genomic Prediction
S Tomura, O Powell, M Cooper
XXIII International Congress of Genetics, https://doi.org/10.6084/m9 …, 2023
2023
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Articles 1–20