Crop phenomics and high-throughput phenoty**: 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 …

Cyber-agricultural systems for crop breeding and sustainable production

S Sarkar, B Ganapathysubramanian, A Singh… - Trends in Plant …, 2024 - cell.com
The cyber-agricultural system (CAS) represents an overarching framework of agriculture that
leverages recent advances in ubiquitous sensing, artificial intelligence, smart actuators, and …

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] 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 …

Lights, camera, action: high-throughput plant phenoty** is ready for a close-up

N Fahlgren, MA Gehan, I Baxter - Current opinion in plant biology, 2015 - Elsevier
Highlights•State of high-throughput imaging technologies.•Highlights of Maker-type
phenoty** technologies.•Table of well-curated publically available high-throughput …

Deep plant phenomics: a deep learning platform for complex plant phenoty** 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 …

Streptomyces as a plant's best friend?

T Viaene, S Langendries, S Beirinckx… - FEMS microbiology …, 2016 - academic.oup.com
Here we discuss the advantages of the majority of this versatile and diverse group of
microorganisms for plant health and growth as demonstrated by their contribution to disease …

Enhancing genetic gain in the era of molecular breeding

Y Xu, P Li, C Zou, Y Lu, C ** yields an improved genome of woodland strawberry (Fragaria vesca) with chromosome-scale contiguity
PP Edger, R VanBuren, M Colle, TJ Poorten… - …, 2018 - academic.oup.com
Background Although draft genomes are available for most agronomically important plant
species, the majority are incomplete, highly fragmented, and often riddled with assembly …