Author

J. A. Atkinson

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Plant Biology· 2

Signature Assays, Organisms & Methods

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Organism:plant (other)· 2 Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

D. M. Wells· 2 shared G. Lobet· 1 shared L.-J. Gardiner· 1 shared M. D. Griffiths· 1 shared M. Griffiths· 1 shared M. H. Wilson· 1 shared M. J. Bennett· 1 shared M. Noll· 1 shared

Activity by Year

2017-2020 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 25 mutual co-author links

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2 shared papersPlant Biology

D. M. Wells

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2 papers

Recent·Most cited

Identification of QTL and Underlying Genes for Root System Architecture associated with Nitrate Nutrition in Hexaploid Wheat

M. D. Griffiths, J. A. Atkinson, L.-J. Gardiner, R. Swarup, M. P. Pound, M. H. Wilson, M. J. Bennett, D. M. Wells

This study identifies QTLs and candidate genes associated with root system architecture in wheat under nitrate nutrition, offering targets to improve nitrogen capture.

bioRxiv · Nov 25, 2020Plant Biology

Combining semi-automated image analysis techniques with machine learning algorithms to accelerate large scale genetic studies

J. A. Atkinson, G. Lobet, M. Noll, P. E. Meyer, M. Griffiths, D. M. Wells

The paper combines semi-automated image analysis with machine learning to accelerate genetic studies of plant root systems, reducing analysis time by 73% and identifying quantitative trait loci.

bioRxiv · Jun 20, 2017Plant Biology