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 …
Rice functional genomics: decades' efforts and roads ahead
Rice (Oryza sativa L.) is one of the most important crops in the world. Since the completion of
rice reference genome sequences, tremendous progress has been achieved in …
rice reference genome sequences, tremendous progress has been achieved in …
Evaluating physiological responses of plants to salinity stress
Background Because soil salinity is a major abiotic constraint affecting crop yield, much
research has been conducted to develop plants with improved salinity tolerance. Salinity …
research has been conducted to develop plants with improved salinity tolerance. Salinity …
Crop phenomics: current status and perspectives
C Zhao, Y Zhang, J Du, X Guo, W Wen, S Gu… - Frontiers in Plant …, 2019 - frontiersin.org
Reliable, automatic, multifunctional, and high-throughput phenotypic technologies are
increasingly considered important tools for rapid advancement of genetic gain in breeding …
increasingly considered important tools for rapid advancement of genetic gain in breeding …
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 …
Salt stress under the scalpel–dissecting the genetics of salt tolerance
MJL Morton, M Awlia, N Al‐Tamimi, S Saade… - The Plant …, 2019 - Wiley Online Library
Salt stress limits the productivity of crops grown under saline conditions, leading to
substantial losses of yield in saline soils and under brackish and saline irrigation. Salt …
substantial losses of yield in saline soils and under brackish and saline irrigation. Salt …
Genomics, physiology, and molecular breeding approaches for improving salt tolerance
AM Ismail, T Horie - Annual review of plant biology, 2017 - annualreviews.org
Salt stress reduces land and water productivity and contributes to poverty and food
insecurity. Increased salinization caused by human practices and climate change is …
insecurity. Increased salinization caused by human practices and climate change is …
Deep plant phenomics: a deep learning platform for complex plant phenotyping tasks
JR Ubbens, I Stavness - Frontiers in plant science, 2017 - frontiersin.org
Plant phenomics has received increasing interest in recent years in an attempt to bridge the
genotype-to-phenotype knowledge gap. There is a need for expanded high-throughput …
genotype-to-phenotype knowledge gap. There is a need for expanded high-throughput …
[HTML][HTML] Temporal dynamics of maize plant growth, water use, and leaf water content using automated high throughput RGB and hyperspectral imaging
Automated collection of large scale plant phenotype datasets using high throughput imaging
systems has the potential to alleviate current bottlenecks in data-driven plant breeding and …
systems has the potential to alleviate current bottlenecks in data-driven plant breeding and …
Single-molecule sequencing and optical mapping yields an improved genome of woodland strawberry (Fragaria vesca) with chromosome-scale contiguity
Background Although draft genomes are available for most agronomically important plant
species, the majority are incomplete, highly fragmented, and often riddled with assembly …
species, the majority are incomplete, highly fragmented, and often riddled with assembly …