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 | 46 | 2021 |
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 | 24 | 2020 |
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 | 17 | 2022 |
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 | 17 | 2022 |
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 | 16 | 2020 |
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 | 14 | 2020 |
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 | 10 | 2021 |
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 | 6 | 2023 |
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 | 6 | 2022 |
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 | 6 | 2021 |
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 | 5 | 2023 |
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 17 (1), e20417, 2024 | 1 | 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 | 1 | 2023 |
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 | 1 | 2023 |
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 | 1 | 2023 |
Genomic prediction for sugarcane diseases including hybrid Bayesian-machine learning approaches C Chen, SA Bhuiyan, E Ross, O Powell, E Dinglasan, X Wei, F Atkin, ... Frontiers in Plant Science 15, 1398903, 2024 | | 2024 |
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 |
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 |