Publications

Pre-print Identification of nitrogen-dependent QTL and underlying genes for root system architecture in hexaploid wheat Griffiths M, Atkinson JA, Gardiner LJ, Swarup R, Pound MP, Wilson MH, Bennett MJ, Wells DM. bioRxiv

Pre-print Functional phenomics and genetics of the root economics space in winter wheat using high-throughput phenotyping of respiration and architecture Guo H, Ayalew H, Seethepalli A, Dhakal K, Griffiths M, Ma X, York LM. bioRxiv

2020 A multiple ion-uptake phenotyping platform reveals shared mechanisms affecting nutrient uptake by roots Griffiths M, Roy S, Guo H, Seethepalli A, Huhman D, Ge Y, Sharp RE, Fritschi FB, York LM. Plant Physiology

2020 A 3D print repository for plant phenomics Griffiths M.
Plant Phenomics

2020 Iron–Sulfur Cluster Protein NITROGEN FIXATION S-LIKE1 and Its Interactor FRATAXIN Function in Plant Immunity Fonseca JP, Lee HK, Boschiero C, Griffiths M, Lee S, Zhao P, York LM, Mysore KS. Plant Physiology

2020 Three Dimensional Root CT Segmentation using Multi-Resolution Encoder-Decoder Networks Soltaninejad M, Sturrock CJ, Griffiths M, Pridmore TP, Pound MP. IEEE Transactions on Image Processing

2020 Targeting root ion uptake kinetics to increase plant productivity and nutrient use efficiency Griffiths M & York LM. Plant Physiology

2020 RhizoVision Crown: An Integrated Hardware and Software Platform for Root Crown Phenotyping Seethepalli A, Guo H, Liu X, Griffiths M, Almtarfi H, Li Z, Liu S, Zare A, Fritschi F, Blancaflor E, Ma X, York LM. Plant Phenomics

2018 Identifying wheat root traits and regulatory genes for nitrogen uptake efficiency Griffiths M, Bennett MJ, Wells DM. PhD Thesis

2017 Shaping 3D root system architecture Morris EC, Griffiths M, Golebiowska A, Mairhofer S, Burr-Hersey J, Goh T, von Wangenheim D, Atkinson B, Sturrock SJ, Lynch JP, Vissenberg K, Ritz K, Wells DM, Mooney SJ, Bennett MJ. Current Biology

2017 Combining semi-automated image analysis techniques with machine learning algorithms to accelerate large scale genetic studies. Atkinson JA, Lobet G, Noll M, Meyer PE, Griffiths M, Wells DM. GigaScience gix084

2017 Deep machine learning provides state-of-the-art performance in image-based plant phenotyping. Pound MP, Atkinson JA, Townsend AJ, Wilson MH, Griffiths M, Jackson AS, Bulat A, Tzimiropoulos G, Wells DM, Murchie EH, Pridmore TP, French AP. GigaScience gix083

2017 OpenSimRoot: widening the scope and application of root architectural models. Postma JA, Kuppe C, Owen MR, Mellor N, Griffiths M, Bennett MJ, Lynch JP, Watt M. New Phytologist 215

2015 Phenotyping pipeline reveals major seedling root growth QTL in hexaploid wheat. Atkinson JA, Wingen LU, Griffiths M, Pound MP, Oorbessy G, Foulkes MJ, Le Gouis J, Griffiths S, Bennett MJ, Julie K, Wells DM. Journal of Experimental Botany 66