Applications of multi-omics technologies for crop improvement

Y Yang, MA Saand, L Huang, WB Abdelaal… - Frontiers in Plant …, 2021 - frontiersin.org
Multiple “omics” approaches have emerged as successful technologies for plant systems
over the last few decades. Advances in next-generation sequencing (NGS) have paved a …

Innovation can accelerate the transition towards a sustainable food system

M Herrero, PK Thornton, D Mason-D'Croz, J Palmer… - Nature Food, 2020 - nature.com
Future technologies and systemic innovation are critical for the profound transformation the
food system needs. These innovations range from food production, land use and emissions …

High-throughput phenotyping for crop improvement in the genomics era

RR Mir, M Reynolds, F Pinto, MA Khan, MA Bhat - Plant Science, 2019 - Elsevier
Tremendous progress has been made with continually expanding genomics technologies to
unravel and understand crop genomes. However, the impact of genomics data on crop …

Multi-omics pipeline and omics-integration approach to decipher plant's abiotic stress tolerance responses

R Roychowdhury, SP Das, A Gupta, P Parihar… - Genes, 2023 - mdpi.com
The present day's ongoing global warming and climate change adversely affect plants
through imposing environmental (abiotic) stresses and disease pressure. The major abiotic …

Stem–leaf segmentation and phenotypic trait extraction of individual maize using terrestrial LiDAR data

S Jin, Y Su, F Wu, S Pang, S Gao, T Hu… - … on Geoscience and …, 2018 - ieeexplore.ieee.org
Accurate and high throughput extraction of crop phenotypic traits, as a crucial step of
molecular breeding, is of great importance for yield increasing. However, automatic stem …

Deep learning: individual maize segmentation from terrestrial lidar data using faster R-CNN and regional growth algorithms

S Jin, Y Su, S Gao, F Wu, T Hu, J Liu, W Li… - Frontiers in plant …, 2018 - frontiersin.org
The rapid development of light detection and ranging (Lidar) provides a promising way to
obtain three-dimensional (3D) phenotype traits with its high ability of recording accurate 3D …

Vinobot and vinoculer: Two robotic platforms for high-throughput field phenotyping

A Shafiekhani, S Kadam, FB Fritschi, GN DeSouza - Sensors, 2017 - mdpi.com
In this paper, a new robotic architecture for plant phenotyping is being introduced. The
architecture consists of two robotic platforms: an autonomous ground vehicle (Vinobot) and …

Phenotypic variability in bread wheat root systems at the early vegetative stage

Y Chen, J Palta, PVV Prasad, KHM Siddique - BMC plant biology, 2020 - Springer
Background Understanding root system morphology in bread wheat is critical for identifying
root traits to breed cultivars with improved resource uptake and better adaptation to adverse …

Dynamic physiological phenotyping of drought-stressed pepper plants treated with “productivity-enhancing” and “survivability-enhancing” biostimulants

A Dalal, R Bourstein, N Haish, I Shenhar… - Frontiers in Plant …, 2019 - frontiersin.org
The improvement of crop productivity under abiotic stress is one of the biggest challenges
faced by the agricultural scientific community. Despite extensive research, the research-to …

Towards sustainable plant factories with artificial lighting (PFALs) for achieving SDGs

T Kozai - International Journal of Agricultural and Biological …, 2019 - abepublishing.org
The challenges and opportunities for developing sustainable plant factories with artificial
lighting (PFALs) are discussed. After examining the production cost and productivity of …