Translating high-throughput phenotyping into genetic gain
Inability to efficiently implement high-throughput field phenotyping is increasingly perceived
as a key component that limits genetic gain in breeding programs. Field phenotyping must …
as a key component that limits genetic gain in breeding programs. Field phenotyping must …
Insights into drought stress signaling in plants and the molecular genetic basis of cotton drought tolerance
Drought stress restricts plant growth and development by altering metabolic activity and
biological functions. However, plants have evolved several cellular and molecular …
biological functions. However, plants have evolved several cellular and molecular …
Climate change impacts on food security-focus on perennial cropping systems and nutritional value
CP Leisner - Plant Science, 2020 - Elsevier
Anthropogenic increases in fossil fuel emissions have been a primary driver of increased
concentrations of atmospheric carbon dioxide ([CO 2]) and other greenhouse gases …
concentrations of atmospheric carbon dioxide ([CO 2]) and other greenhouse gases …
Water Use Efficiency as a Constraint and Target for Improving the Resilience and Productivity of C3 and C4 Crops
The ratio of plant carbon gain to water use, known as water use efficiency (WUE), has long
been recognized as a key constraint on crop production and an important target for crop …
been recognized as a key constraint on crop production and an important target for crop …
Opportunity and challenges of phenotyping plant salt tolerance
Y Hu, U Schmidhalter - Trends in plant science, 2023 - cell.com
Salinity is a key factor limiting agricultural production worldwide. Recent advances in field
phenotyping have enabled the recording of the environmental history and dynamic …
phenotyping have enabled the recording of the environmental history and dynamic …
[HTML][HTML] Comparative aerial and ground based high throughput phenotyping for the genetic dissection of NDVI as a proxy for drought adaptive traits in durum wheat
GE Condorelli, M Maccaferri, M Newcomb… - Frontiers in plant …, 2018 - frontiersin.org
High-throughput phenotyping platforms (HTPPs) provide novel opportunities to more
effectively dissect the genetic basis of drought-adaptive traits. This genome-wide association …
effectively dissect the genetic basis of drought-adaptive traits. This genome-wide association …
Capturing crop adaptation to abiotic stress using image-based technologies
Farmers and breeders aim to improve crop responses to abiotic stresses and secure yield
under adverse environmental conditions. To achieve this goal and select the most resilient …
under adverse environmental conditions. To achieve this goal and select the most resilient …
A high-throughput, field-based phenotyping technology for tall biomass crops
Recent advances in omics technologies have not been accompanied by equally efficient,
cost-effective, and accurate phenotyping methods required to dissect the genetic …
cost-effective, and accurate phenotyping methods required to dissect the genetic …
Machine learning approach for prescriptive plant breeding
KA Parmley, RH Higgins, B Ganapathysubramanian… - Scientific reports, 2019 - nature.com
We explored the capability of fusing high dimensional phenotypic trait (phenomic) data with
a machine learning (ML) approach to provide plant breeders the tools to do both in-season …
a machine learning (ML) approach to provide plant breeders the tools to do both in-season …
The quest for understanding phenotypic variation via integrated approaches in the field environment
Quest for Understanding Phenotypic Variation via Integrated Approaches in the Field
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