From phenotyping to genetic mapping: identifying water-stress adaptations in legume root traits

Z Wang, WS Yung, Y Gao, C Huang, X Zhao, Y Chen… - BMC Plant …, 2024 - Springer
Background Climate change induces perturbation in the global water cycle, profoundly
impacting water availability for agriculture and therefore global food security. Water stress …

A method of cotton root segmentation based on edge devices

Q Yu, H Tang, L Zhu, W Zhang, L Liu… - Frontiers in Plant …, 2023 - frontiersin.org
The root is an important organ for plants to absorb water and nutrients. In situ root research
method is an intuitive method to explore root phenotype and its change dynamics. At …

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 …

Deciphering the biological processes in root hairs required for N-self-fertilizing cereals

S Pree, B Malekian, H Sandén, M Nicolaisen… - Frontiers in Plant …, 2023 - frontiersin.org
The need for increasing for crop productivity leads to a higher usage of synthetic fertilizers,
which has tremendous effects on the environment. Nitrogen (N) is a crucial plant …

Bridging Time-series Image Phenotyping and Functional–Structural Plant Modeling to Predict Adventitious Root System Architecture

S Parasurama, D Banan, K Yun, S Doty, SH Kim - Plant Phenomics, 2023 - spj.science.org
Root system architecture (RSA) is an important measure of how plants navigate and interact
with the soil environment. However, current methods in studying RSA must make tradeoffs …

Root phenotype detection of rice seedling under nitrogen conditions based on terahertz imaging technique

H Luo, X Wan, Z Chen, K Jiang, Y Yu, W Lu - Computers and Electronics in …, 2024 - Elsevier
Root phenotype detection is the basis for screening of dominant root and improving of seed
breeding. The efficiency of root phenotype detection is restricted by the concealment and …

Cost-efficient Active Illumination Camera For Hyper-spectral Reconstruction

Y Zhang, TM Sazzad, Y Song, SJ Chang… - arXiv preprint arXiv …, 2024 - arxiv.org
Hyper-spectral imaging has recently gained increasing attention for use in different
applications, including agricultural investigation, ground tracking, remote sensing and many …

Growth kinetics, spatialization and quality of potato tubers monitored in situ by MRI ‐ long‐term effects of water stress

M Musse, G Hajjar, A Radovcic, N Ali… - Physiologia …, 2024 - Wiley Online Library
Understanding the potato tuber development and effects of drought at key stages of
sensitivity on yield is crucial, particularly when considering the increasing incidence of …

Application of improved UNet and EnglightenGAN for segmentation and reconstruction of in situ roots

Q Yu, J Wang, H Tang, J Zhang, W Zhang, L Liu… - Plant …, 2023 - spj.science.org
The root is an important organ for crops to absorb water and nutrients. Complete and
accurate acquisition of root phenotype information is important in root phenomics research …

Closing the phenotyping gap with non-invasive belowground field phenotyping

G Blanchy, W Deroo, T De Swaef, P Lootens… - SOIL, 2025 - soil.copernicus.org
Breeding climate-robust crops is one of the needed pathways for adaptation to the changing
climate. To speed up the breeding process, it is important to understand how plants react to …