A review of computer vision technologies for plant phenotyping
Plant phenotype plays an important role in genetics, botany, and agronomy, while the
currently popular methods for phenotypic trait measurement have some limitations in …
currently popular methods for phenotypic trait measurement have some limitations in …
Cyber-agricultural systems for crop breeding and sustainable production
The cyber-agricultural system (CAS) represents an overarching framework of agriculture that
leverages recent advances in ubiquitous sensing, artificial intelligence, smart actuators, and …
leverages recent advances in ubiquitous sensing, artificial intelligence, smart actuators, and …
RhizoVision Explorer: Open-source software for root image analysis and measurement standardization
Roots are central to the function of natural and agricultural ecosystems by driving plant
acquisition of soil resources and influencing the carbon cycle. Root characteristics like …
acquisition of soil resources and influencing the carbon cycle. Root characteristics like …
Roots withstanding their environment: exploiting root system architecture responses to abiotic stress to improve crop tolerance
IT Koevoets, JH Venema, JTM Elzenga… - Frontiers in plant …, 2016 - frontiersin.org
To face future challenges in crop production dictated by global climate changes, breeders
and plant researchers collaborate to develop productive crops that are able to withstand a …
and plant researchers collaborate to develop productive crops that are able to withstand a …
Root phenotyping for drought tolerance: a review
Plant roots play a significant role in plant growth by exploiting soil resources via the uptake
of water and nutrients. Root traits such as fine root diameter, specific root length, specific root …
of water and nutrients. Root traits such as fine root diameter, specific root length, specific root …
Future scenarios for plant phenotyping
With increasing demand to support and accelerate progress in breeding for novel traits, the
plant research community faces the need to accurately measure increasingly large numbers …
plant research community faces the need to accurately measure increasingly large numbers …
Next-generation phenotyping: requirements and strategies for enhancing our understanding of genotype–phenotype relationships and its relevance to crop …
JN Cobb, G DeClerck, A Greenberg, R Clark… - Theoretical and Applied …, 2013 - Springer
More accurate and precise phenotyping strategies are necessary to empower high-
resolution linkage mapping and genome-wide association studies and for training genomic …
resolution linkage mapping and genome-wide association studies and for training genomic …
Phenotyping for drought tolerance of crops in the genomics era
R Tuberosa - Frontiers in physiology, 2012 - frontiersin.org
Improving crops yield under water-limited conditions is the most daunting challenge faced
by breeders. To this end, accurate, relevant phenotyping plays an increasingly pivotal role …
by breeders. To this end, accurate, relevant phenotyping plays an increasingly pivotal role …
Mapping the epigenetic basis of complex traits
Quantifying the impact of heritable epigenetic variation on complex traits is an emerging
challenge in population genetics. Here, we analyze a population of isogenic Arabidopsis …
challenge in population genetics. Here, we analyze a population of isogenic Arabidopsis …
A novel image-analysis toolbox enabling quantitative analysis of root system architecture
We present in this paper a novel, semiautomated image-analysis software to streamline the
quantitative analysis of root growth and architecture of complex root systems. The software …
quantitative analysis of root growth and architecture of complex root systems. The software …