New approaches to improve crop tolerance to biotic and abiotic stresses
M Gonzalez Guzman, F Cellini… - Physiologia …, 2022 - Wiley Online Library
During the last years, a great effort has been dedicated at the development and employment
of diverse approaches for achieving more stress‐tolerant and climate‐flexible crops and …
of diverse approaches for achieving more stress‐tolerant and climate‐flexible crops and …
Multi-omics pipeline and omics-integration approach to decipher plant's abiotic stress tolerance responses
The present day's ongoing global warming and climate change adversely affect plants
through imposing environmental (abiotic) stresses and disease pressure. The major abiotic …
through imposing environmental (abiotic) stresses and disease pressure. The major abiotic …
Remote sensing and machine learning in crop phenotyping and management, with an emphasis on applications in strawberry farming
Measurement of plant characteristics is still the primary bottleneck in both plant breeding
and crop management. Rapid and accurate acquisition of information about large plant …
and crop management. Rapid and accurate acquisition of information about large plant …
Internet of Things‐Enabled Food and Plant Sensors to Empower Sustainability
M Ataei Kachouei, A Kaushik… - Advanced Intelligent …, 2023 - Wiley Online Library
To promote sustainability, this review explores: 1) the utilization of affordable high‐
performance sensors that can enhance food safety and quality, plant growth, and disease …
performance sensors that can enhance food safety and quality, plant growth, and disease …
Recent advances in sugarcane genomics, physiology, and phenomics for superior agronomic traits
Advances in sugarcane breeding have contributed significantly to improvements in
agronomic traits and crop yield. However, the growing global demand for sugar and biofuel …
agronomic traits and crop yield. However, the growing global demand for sugar and biofuel …
[PDF][PDF] Advances from conventional to modern plant breeding methodologies
S Lamichhane, S Thapa - Plant Breed. Biotechnol, 2022 - researchgate.net
First initiation of breeding started thousands of years ago when human practiced selection
based in visually appealing traits. Further, domestication of wild plants eased adaptation of …
based in visually appealing traits. Further, domestication of wild plants eased adaptation of …
Self-supervised plant phenotyping by combining domain adaptation with 3D plant model simulations: Application to wheat leaf counting at seedling stage
The number of leaves at a given time is important to characterize plant growth and
development. In this work, we developed a high-throughput method to count the number of …
development. In this work, we developed a high-throughput method to count the number of …
[HTML][HTML] Deep learning for strawberry canopy delineation and biomass prediction from high-resolution images
Modeling plant canopy biophysical parameters at the individual plant level remains a major
challenge. This study presents a workflow for automatic strawberry canopy delineation and …
challenge. This study presents a workflow for automatic strawberry canopy delineation and …
OPIA: an open archive of plant images and related phenotypic traits
Y Cao, D Tian, Z Tang, X Liu, W Hu… - Nucleic Acids …, 2024 - academic.oup.com
High-throughput plant phenotype acquisition technologies have been extensively utilized in
plant phenomics studies, leading to vast quantities of images and image-based phenotypic …
plant phenomics studies, leading to vast quantities of images and image-based phenotypic …
Drought stress detection technique for wheat crop using machine learning
The workflow of this research is based on numerous hypotheses involving the usage of pre-
processing methods, wheat canopy segmentation methods, and whether the existing …
processing methods, wheat canopy segmentation methods, and whether the existing …