Digital imaging to evaluate root system architectural changes associated with soil biotic factors

C Mattupalli, A Seethepalli, LM York… - Phytobiomes …, 2019 - Am Phytopath Society
… dug up and evaluated. In this study, several root system architectural differences were
observed with root crowns sampled from the survivor zone compared with the asymptomatic zone. …

Affordable and robust phenotyping framework to analyse root system architecture of soil‐grown plants

T Bontpart, C Concha, MV Giuffrida… - The Plant …, 2020 - Wiley Online Library
… We used double-glass rhizoboxes to measure the visible root system on anterior and …
We then analysed how the anteriorly visible root system related to the washed root system (…

Root system architecture in cereals: progress, challenges and perspective

S Maqbool, MA Hassan, X Xia, LM York… - The Plant …, 2022 - Wiley Online Library
… The strainers are removed to evaluate the root structure in the … roots helps to determine
maximum root depth in the soil. … was associated with root elongation and maximum root length. …

The State of the Art in Root System Architecture Image Analysis Using Artificial Intelligence: A Review

BJ Weihs, DJ Heuschele, Z Tang, LM York… - Plant …, 2024 - spj.science.org
… algorithms to process digital imagery through methods such as … roots in soil images with a
U-Net-based CNN architecture, … by evaluating chicory (Cichorium intybus L.) roots using 892 …

RhizoTubes as a new tool for high throughput imaging of plant root development and architecture: test, comparison with pot grown plants and validation

C Jeudy, M Adrian, C Baussard, C Bernard, E Bernaud… - Plant methods, 2016 - Springer
… The utility of this system for studying root system architecture will … abiotic and biotic factors
as compared to growth in pots. … Digital imaging used in 4PMI for shoot and root phenotyping …

A starting guide to root ecology: strengthening ecological concepts and standardising root classification, sampling, processing and trait measurements

GT Freschet, L Pagès, CM Iversen, LH Comas… - New …, 2021 - Wiley Online Library
architecture and physiology, both spatially (eg different parts of the same root system and
different position in soil… appropriate to collect and measure the whole root system as one entity, …

In situ Phenotyping of Grapevine Root System Architecture by 2D or 3D Imaging: Advantages and Limits of Three Cultivation Methods

Y Krzyzaniak, F Cointault, C Loupiac… - Frontiers in Plant …, 2021 - frontiersin.org
root system, in particular to assess its resistance to biotic and … and biotic factors provides
opportunities for exploring natural … window to expose the soil for root visualization. Although they …

Variations in root system architecture and root growth dynamics of Brassica rapa genotypes using a new scanner-based phenotyping system

MO Adu - 2014 - eprints.nottingham.ac.uk
… There is a need to breed for root systems architectures (RSAs) that optimise soil resource …
The vital functions served by root systems are closely linked to the soil in which they reside. …

Virtual plants need water too: functional-structural root system models in the context of drought tolerance breeding

A Ndour, V Vadez, C Pradal, M Lucas - Frontiers in plant science, 2017 - frontiersin.org
… in the broader context of research on root-related drought tolerance. First we will present the
… to assess the precise root spatial distribution in soil, the first root system architectural model …

Root traits as drivers of plant and ecosystem functioning: current understanding, pitfalls and future research needs

GT Freschet, C Roumet, LH Comas… - New …, 2021 - Wiley Online Library
soil science, we reviewed 24 aspects of plant and ecosystem functioning and their relationships
with a number of root system traits, including aspects of architecture, … critically evaluated