The hidden side of interaction: microbes and roots get together to improve plant resilience
Plants have evolved various belowground traits to adapt to the changing environments, and
root-associated soil microbes play a crucial role in the response, adaptation, and resilience …
root-associated soil microbes play a crucial role in the response, adaptation, and resilience …
A systematic review of effective hardware and software factors affecting high-throughput plant phenotyping
Plant phenotyping studies the complex characteristics of plants, with the aim of evaluating
and assessing their condition and finding better exemplars. Recently, a new branch …
and assessing their condition and finding better exemplars. Recently, a new branch …
Multi-year belowground data of minirhizotron facilities in Selhausen
The production of crops secure the human food supply, but climate change is bringing new
challenges. Dynamic plant growth and corresponding environmental data are required to …
challenges. Dynamic plant growth and corresponding environmental data are required to …
Seedling root system adaptation to water availability during maize domestication and global expansion
The maize root system has been reshaped by indirect selection during global adaptation to
new agricultural environments. In this study, we characterized the root systems of more than …
new agricultural environments. In this study, we characterized the root systems of more than …
3D U-Net segmentation improves root system reconstruction from 3D MRI Images in automated and manual virtual reality work flows
T Selzner, J Horn, M Landl, A Pohlmeier… - Plant …, 2023 - spj.science.org
Magnetic resonance imaging (MRI) is used to image root systems grown in opaque soil.
However, reconstruction of root system architecture (RSA) from 3-dimensional (3D) MRI …
However, reconstruction of root system architecture (RSA) from 3-dimensional (3D) MRI …
Uncovering natural variation in root system architecture and growth dynamics using a robotics-assisted phenomics platform
The plant kingdom contains a stunning array of complex morphologies easily observed
above-ground, but more challenging to visualize below-ground. Understanding the …
above-ground, but more challenging to visualize below-ground. Understanding the …
Automatic root length estimation from images acquired in situ without segmentation
Image-based root phenotyping technologies, including the minirhizotron (MR), have
expanded our understanding of the in situ root responses to changing environmental …
expanded our understanding of the in situ root responses to changing environmental …
Back to the roots: standardizing root length density terminology
TS Wacker, F van der Bom, BM Delory, D Vetterlein… - Plant and Soil, 2024 - Springer
The number of studies investigating root length has increased, particularly in the context of
root length measurements observed through windows such as minirhizotrons and …
root length measurements observed through windows such as minirhizotrons and …
Toward improved image‐based root phenotyping: handling temporal and cross‐site domain shifts in crop root segmentation models
Crop root segmentation models developed through deep learning have increased the
throughput of in situ crop phenotyping studies. However, models trained to identify roots in …
throughput of in situ crop phenotyping studies. However, models trained to identify roots in …
Automatic segmentation of cotton roots in high-resolution minirhizotron images based on improved OCRNet
Y Huang, J Yan, Y Zhang, W Ye, C Zhang… - Frontiers in Plant …, 2023 - frontiersin.org
Root phenotypic parameters are the important basis for studying the growth state of plants,
and root researchers obtain root phenotypic parameters mainly by analyzing root images …
and root researchers obtain root phenotypic parameters mainly by analyzing root images …