Crop phenomics and high-throughput phenotyping: past decades, current challenges, and future perspectives
Since whole-genome sequencing of many crops has been achieved, crop functional
genomics studies have stepped into the big-data and high-throughput era. However …
genomics studies have stepped into the big-data and high-throughput era. However …
[HTML][HTML] Plant phenomics, from sensors to knowledge
Major improvements in crop yield are needed to keep pace with population growth and
climate change. While plant breeding efforts have greatly benefited from advances in …
climate change. While plant breeding efforts have greatly benefited from advances in …
[HTML][HTML] Uncovering the hidden half of plants using new advances in root phenotyping
Highlights•A 'second green revolution'using crops with improved below-ground traits is
needed.•Phenotyping plant roots poses practical and data challenges.•Technologies for 2D …
needed.•Phenotyping plant roots poses practical and data challenges.•Technologies for 2D …
A comprehensive review of high throughput phenotyping and machine learning for plant stress phenotyping
T Gill, SK Gill, DK Saini, Y Chopra, JP de Koff… - Phenomics, 2022 - Springer
During the last decade, there has been rapid adoption of ground and aerial platforms with
multiple sensors for phenotyping various biotic and abiotic stresses throughout the …
multiple sensors for phenotyping various biotic and abiotic stresses throughout the …
Wheat root systems as a breeding target for climate resilience
In the coming decades, larger genetic gains in yield will be necessary to meet projected
demand, and this must be achieved despite the destabilizing impacts of climate change on …
demand, and this must be achieved despite the destabilizing impacts of climate change on …
Inter‐tissue and inter‐organ signaling in drought stress response and phenotyping of drought tolerance
T Kuromori, M Fujita, F Takahashi… - The Plant …, 2022 - Wiley Online Library
Plant response to drought stress includes systems for intracellular regulation of gene
expression and signaling, as well as inter‐tissue and inter‐organ signaling, which helps …
expression and signaling, as well as inter‐tissue and inter‐organ signaling, which helps …
[HTML][HTML] New sensors and data-driven approaches—A path to next generation phenomics
Abstract At the 4th International Plant Phenotyping Symposium meeting of the International
Plant Phenotyping Network (IPPN) in 2016 at CIMMYT in Mexico, a workshop was convened …
Plant Phenotyping Network (IPPN) in 2016 at CIMMYT in Mexico, a workshop was convened …
Crop root system plasticity for improved yields in saline soils
MC Shelden, R Munns - Frontiers in Plant Science, 2023 - frontiersin.org
Crop yields must increase to meet the demands of a growing world population. Soil
salinization is increasing due to the impacts of climate change, reducing the area of arable …
salinization is increasing due to the impacts of climate change, reducing the area of arable …
Root system architecture in cereals: progress, challenges and perspective
S Maqbool, MA Hassan, X Xia, LM York… - The Plant …, 2022 - Wiley Online Library
Roots are essential multifunctional plant organs involved in water and nutrient uptake,
metabolite storage, anchorage, mechanical support, and interaction with the soil …
metabolite storage, anchorage, mechanical support, and interaction with the soil …
Rooting for cassava: insights into photosynthesis and associated physiology as a route to improve yield potential
As a consequence of an increase in world population, food demand is expected to grow by
up to 110% in the next 30–35 yr. The population of sub‐Saharan Africa is projected to …
up to 110% in the next 30–35 yr. The population of sub‐Saharan Africa is projected to …