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List of works by Marcus Griffiths

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

scientific article published on October 2017

Deep machine learning provides state-of-the-art performance in image-based plant phenotyping ⬇️

scientific article published on October 2017

Functional phenomics and genetics of the root economics space in winter wheat using high-throughput phenotyping of respiration and architecture

scientific article published on 26 April 2021

Identification of nitrogen-dependent QTL and underlying genes for root system architecture in hexaploid wheat

article

Interactions among rooting traits for deep water and nitrogen uptake in upland and lowland ecotypes of switchgrass (<i>Panicum virgatum</i> L.)

scientific article published in 2021

OpenSimRoot: widening the scope and application of root architectural models

scientific article

Optimisation of root traits to provide enhanced ecosystem services in agricultural systems: A focus on cover crops

scientific article published in 2022

RhizoVision Crown: An Integrated Hardware and Software Platform for Root Crown Phenotyping

scientific article published on 15 February 2020

Shaping 3D Root System Architecture

scientific article published in September 2017

Targeting root ion uptake kinetics to increase plant productivity and nutrient use efficiency

scientific article published on 06 February 2020

Three Dimensional Root CT Segmentation using Multi-Resolution Encoder-Decoder Networks

scientific article published on 12 May 2020

Whole-plant phenotypic engineering: moving beyond ratios for multi-objective optimization of nutrient use efficiency

scientific article published in 2022

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