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 …

Advanced phenotyping and phenotype data analysis for the study of plant growth and development

MM Rahaman, D Chen, Z Gillani, C Klukas… - Frontiers in plant …, 2015 - frontiersin.org
Due to an increase in the consumption of food, feed, fuel and to meet global food security
needs for the rapidly growing human population, there is a necessity to breed high yielding …

Resources for image-based high-throughput phenotyping in crops and data sharing challenges

MF Danilevicz, PE Bayer, BJ Nestor… - Plant …, 2021 - academic.oup.com
High-throughput phenotyping (HTP) platforms are capable of monitoring the phenotypic
variation of plants through multiple types of sensors, such as red green and blue (RGB) …

[HTML][HTML] Plant phenomics, from sensors to knowledge

F Tardieu, L Cabrera-Bosquet, T Pridmore, M Bennett - Current Biology, 2017 - cell.com
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 …

Crop phenomics and high-throughput phenotyping: past decades, current challenges, and future perspectives

W Yang, H Feng, X Zhang, J Zhang, JH Doonan… - Molecular plant, 2020 - cell.com
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 …

Phenomics–technologies to relieve the phenotyping bottleneck

RT Furbank, M Tester - Trends in plant science, 2011 - cell.com
Global agriculture is facing major challenges to ensure global food security, such as the
need to breed high-yielding crops adapted to future climates and the identification of …

[HTML][HTML] High-throughput phenotyping: Breaking through the bottleneck in future crop breeding

P Song, J Wang, X Guo, W Yang, C Zhao - The Crop Journal, 2021 - Elsevier
With the rapid development of genetic analysis techniques and crop population size,
phenotyping has become the bottleneck restricting crop breeding. Breaking through this …

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 …

[HTML][HTML] Unlocking the potential of plant phenotyping data through integration and data-driven approaches

F Coppens, N Wuyts, D Inzé, S Dhondt - Current Opinion in Systems …, 2017 - Elsevier
Plant phenotyping has emerged as a comprehensive field of research as the result of
significant advancements in the application of imaging sensors for high-throughput data …

Novel genomic tools and modern genetic and breeding approaches for crop improvement

RK Varshney, A Dubey - Journal of Plant Biochemistry and Biotechnology, 2009 - Springer
In recent past, genomic tools especially molecular markers have been extensively used for
understanding genome dynamics as well for applied aspects in crop breeding. Several new …