Jacob Washburn
Plant Genetics Research
Research Geneticist
Phone: (573) 882-4305
Fax:
UNIVERSITY OF MISSOURI
CURTIS HALL
COLUMBIA,
MO
65211
(Employee information on this page comes from the REE Directory. Please contact your front office staff to update the REE Directory.)
Publications
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Genomes to fields 2022 maize genotype by environment prediction competition
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Lima, D.C., Washburn, J.D., Varela, J.I., Chen, Q., Gage, J.L., Romay, M.C., Holland, J.B., Ertl, D., Lopez-Cruz, M., Aguate, F.M., De Los Campos, G., Kaeppler, S., Beissinger, T., Bohn, M., Buckler Iv, E.S., Edwards, J.W., Flint Garcia, S.A., Gore, M.A., Hirsch, C.N., Knoll, J.E., Mckay, J., Minyo, R., Murray, S.C., Ortez, O.A., Schnable, J., Sekhon, R.S., Singh, M.P., Sparks, E.E., Thompson, A., Tuinstra, M., Wallace, J., Weldekidan, T., Xu, W., De Leon, N. 2023. Genomes to fields 2022 maize genotype by environment prediction competition. BMC Research Notes. 16: Article 148. https://doi.org/10.1186/s13104-023-06421-z.
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2018-2019 field seasons of the maize genomes to fields (G2F) G x E project
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Lima, D., Castro Aviles, A., Alpers, T., Mcfarlan, B., Kaeppler, S., Ertl, D., Romay, C., Gage, J., Holland, J.B., Beissinger, T., Bohn, M., Buckler, E., Edwards, J., Flint-Garcia, S., Hirsch, C., Hood, E., Hooker, D., Knoll, J., Kolkman, J., Liu, S., Mckay, J., Minyo, R., Moreta, D.E., Murray, S., Nelson, R., Schnable, J., Sekhon, R., Singh, M., Thomison, P., Thompson, A., Tuinstra, M., Wallace, J., Washburn, J.D., Weldekidan, T., Wisser, R., Xu, W. 2023. 2018-2019 field seasons of the maize genomes to fields (G2F) G x E project. BMC Genomic Data. 24:29. https://doi.org/10.1186/s12863-023-01129-2.
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RootBot: high-throughput root stress phenotyping robot
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Ruppel, M., Nelson, S., Sidberry, G., Mitchell, M., Kick, D.R., Thomas, S., Guill, K., Oliver, M., Washburn, J.D. 2023. RootBot: high-throughput root stress phenotyping robot. Applications in Plant Sciences. 11(6): Article e11541. https://doi.org/10.1002/aps3.11541.
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Ensemble of BLUP, machine learning, and deep learning models predict maize yield better than each model alone
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Kick, D.R., Washburn, J.D. 2023. Ensemble of BLUP, machine learning, and deep learning models predict maize yield better than each model alone. bioRxiv. Article bioRxiv 2023.03.30.532932. https://doi.org/10.1101/2023.03.30.532932.
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Inclusive collaboration across plant physiology and genomics: now is the time!
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Baxter, I., Ainsworth, E.A., Brooks, M.D., Castano-Duque, L.M., Londo, J.P., Washburn, J.D., McElrone, A.J., Coyne, C.J., et al. 2023. Inclusive collaboration across plant physiology and genomics: now is the time! Plant Direct. 7(5). Article e493. https://doi.org/10.1002/pld3.493.
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Enhancing the resilience of plant systems to climate change
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Braun, D., Washburn, J.D., Wood, J.D. 2023. Enhancing the resilience of plant systems to climate change. Journal of Experimental Botany. 74(9): 2787-2789. https://doi.org/10.1093/jxb/erad090.
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Yield prediction through integration of genetic, environment, and management data through deep learning
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Kick, D.R., Wallace, J.G., Schnable, J.C., Kolkmann, J.M., Alaca, B., Beissinger, T.M., Edwards, J.W., Ertl, D., Flint-Garcia, S.A., Gage, J.L., Hirsch, C.N., Knoll, J.E., de Leon, N., Lima, D.C., Moreta, D., Singh, M.P., Thompson, A., Weldekidan, T., Washburn, J.D. 2023. Yield prediction through integration of genetic, environment, and management data through deep learning. G3, Genes/Genomes/Genetics. 13(4). Article jkad006. https://doi.org/10.1093/g3journal/jkad006.
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Yield prediction through integration of genetic, environment, and management data through deep learning
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Kick, D.R., Wallace, J.G., Schnable, J.C., Kolkmann, J.M., Boris, A., Beissinger, T.M., Irtl, D., Flint Garcia, S.A., Gage, J.L., Hirsch, C.N., Knoll, J.E., De Leon, N., Lima, D.C., Moreta, D., Singh, M.P., Weldekidan, T., Washburn, J.D. 2022. Yield prediction through integration of genetic, environment, and management data through deep learning. bioRxiv. Article bioRxiv 2022.07.29.502051. https://doi.org/10.1101/2022.07.29.502051.
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Distinct C4 sub-types and C3 bundle sheath isolation in the Paniceae grasses
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Washburn, J.D., Strable, J., Dickinson, P., Kothapalli, S.S., Brose, J.M., Covshoff, S., Conant, G.C., Hibberd, J.M., Pires, C.J. 2021. Distinct C4 sub-types and C3 bundle sheath isolation in the Paniceae grasses. Plant Direct. 5(12): Article e373. https://doi.org/10.1002/pld3.373.
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Trait association and prediction through integrative K-mer analysis
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He, C., Washburn, J.D., Hao, Y., Zhang, Z., Yang, J., Liu, S. 2021. Trait association and prediction through integrative K-mer analysis. bioRxiv. https://doi.org/10.1101/2021.11.17.468725.
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Predicting phenotypes from genetic, environment, management, and historical data using CNNs
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Washburn, J.D., Cimen, E., Ramstein, G., Reeves, T., O'Briant, P., McLean, G., Cooper, M., Hammer, G., Buckler IV, E.S. 2021. Predicting phenotypes from genetic, environment, management, and historical data using CNNs. Theoretical and Applied Genetics. 134:3997–4011. https://doi.org/10.1007/s00122-021-03943-7.
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The contributions from the progenitor genomes of the mesopolyploid brassiceae are evolutionarily distinct but functionally compatible
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Hao, Y., Mabry, M.E., Edger, P.P., Freeling, M., Zheng, C., Jin, L., VanBuren, R., Colle, M., An, H., Abrahams, R.S., Washburn, J.D., Qi, X., Barry, K., Daum, C., Shu, S., Schmutz, J., Sankoff, D., Barker, M.S., Lyons, E., Pires, C.J., Conant, G.C. 2021. The contributions from the progenitor genomes of the mesopolyploid brassiceae are evolutionarily distinct but functionally compatible. Genome Research. 31(5):799-810. https://doi.org/10.1101/gr.270033.120.
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Cytogenetics and fertility of an induced tetraploid Sorghum bicolor x S. propinquum hybrid
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Porter, N.T., Burson, B.L., Washburn, J.D., Klein, R.R., Jessup, R.W. 2021. Cytogenetics and fertility of an induced tetraploid Sorghum bicolor x S. propinquum hybrid. Crop Science. 61(3):1881-1889. https://doi.org/10.1002/csc2.20482.
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Phylogeny and multiple independent whole-genome duplication events in the brassicales
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Mabry, M.E., Brose, J.M., Blischak, P.D., Sutherland, B., Dismukes, W.T., Bottoms, C.A., Edger, P.P., Washburn, J.D., An, H., Hall, J.C., McKain, M.R., Al-Shehbaz, I., Barker, M.S., Schranz, E.M., Conant, G.C., Pires, C.J. 2020. Phylogeny and multiple independent whole-genome duplication events in the brassicales. American Journal of Botany. 107(8):1148-1164. https://doi.org/10.1002/ajb2.1514.
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