Better understanding of root traits such as root angle and root gravitropism will be crucial for development of crops with improved resource use efficiency. This paper describes a high-throughput, automated image analysis method to trace Arabidopsis (Arabidopsis thaliana) seedling roots grown on agar plates. The method combines a ‘particle-filtering algorithm with a graph-based method’ to trace the centre line of a root and can be adopted for the analysis of several root parameters such as length, curvature, and stimulus from original root traces
The roots of a plant play a vital role in its growth and development, but due to practical difficult...
Reliable techniques for screening large numbers of plants for root traits are still being developed,...
Reliable techniques for screening large numbers of plants for root traits are still being developed,...
Better understanding of root traits such as root angle and root gravitropism will be crucial for dev...
© 2018, Springer Science+Business Media, LLC. Better understanding of root traits such as root angle...
The root system of a plant is responsible for supplying it with essential nutrients. The plant’s abi...
Reliable techniques for screening large numbers of plants for root traits are still being developed,...
Reliable techniques for screening large numbers of plants for root traits are still being developed,...
Reliable techniques for screening large numbers of plants for root traits are still being developed,...
Reliable techniques for screening large numbers of plants for root traits are still being developed,...
Reliable techniques for screening large numbers of plants for root traits are still being developed,...
Reliable techniques for screening large numbers of plants for root traits are still being developed,...
Reliable techniques for screening large numbers of plants for root traits are still being developed,...
Background: There are numerous systems and techniques to measure the growth of plant roots. However,...
Reliable techniques for screening large numbers of plants for root traits are still being developed,...
The roots of a plant play a vital role in its growth and development, but due to practical difficult...
Reliable techniques for screening large numbers of plants for root traits are still being developed,...
Reliable techniques for screening large numbers of plants for root traits are still being developed,...
Better understanding of root traits such as root angle and root gravitropism will be crucial for dev...
© 2018, Springer Science+Business Media, LLC. Better understanding of root traits such as root angle...
The root system of a plant is responsible for supplying it with essential nutrients. The plant’s abi...
Reliable techniques for screening large numbers of plants for root traits are still being developed,...
Reliable techniques for screening large numbers of plants for root traits are still being developed,...
Reliable techniques for screening large numbers of plants for root traits are still being developed,...
Reliable techniques for screening large numbers of plants for root traits are still being developed,...
Reliable techniques for screening large numbers of plants for root traits are still being developed,...
Reliable techniques for screening large numbers of plants for root traits are still being developed,...
Reliable techniques for screening large numbers of plants for root traits are still being developed,...
Background: There are numerous systems and techniques to measure the growth of plant roots. However,...
Reliable techniques for screening large numbers of plants for root traits are still being developed,...
The roots of a plant play a vital role in its growth and development, but due to practical difficult...
Reliable techniques for screening large numbers of plants for root traits are still being developed,...
Reliable techniques for screening large numbers of plants for root traits are still being developed,...