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The evolution of plant phenomics: global insights, trends, and collaborations (2000-2021) [PDF]

Frontiers in Plant Science
IntroductionPhenomics, an interdisciplinary field that investigates the relationships between genomics and environmental factors, has significantly advanced plant breeding by offering comprehensive insights into plant traits from molecular to ...
Lana Awada, Peter W. B. Phillips, Ana Maria Bodan   +2 more
doaj   +4 more sources

Deep Plant Phenomics: A Deep Learning Platform for Complex Plant Phenotyping Tasks [PDF]

Frontiers in Plant Science, 2017
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 phenotyping capabilities to keep up with an increasing amount of data from high-
Jordan R. Ubbens, Ian Stavness
doaj   +4 more sources

Plant Phenomics: Emerging Transdisciplinary Science [PDF]

Plant Phenomics, 2019
Seishi Ninomiya, Frédéric Baret, Zong-Ming (Max) Cheng   +2 more
doaj   +4 more sources

A 3D Print Repository for Plant Phenomics [PDF]

Plant Phenomics, 2020
M. Griffiths
doaj   +5 more sources

WinRoots: A High-Throughput Cultivation and Phenotyping System for Plant Phenomics Studies Under Soil Stress [PDF]

Frontiers in Plant Science, 2022
Soil stress, such as salinity, is a primary cause of global crop yield reduction. Existing crop phenotyping platforms cannot fully meet the specific needs of phenomics studies of plant response to soil stress in terms of throughput, environmental ...
Yangyang Zhang, Wenjing Zhang, Qicong Cao, Xiaojian Zheng, Jingting Yang, Tong Xue, Wenhao Sun, Xinrui Du, Lili Wang, Jing Wang, Fengying Zhao, Fengning Xiang, Shuo Li   +12 more
doaj   +2 more sources

Proximal and remote sensing in plant phenomics: 20 years of progress, challenges, and perspectives. [PDF]

Plant Commun, 2022
Tao H, Xu S, Tian Y, Li Z, Ge Y, Zhang J, Wang Y, Zhou G, Deng X, Zhang Z, Ding Y, Jiang D, Guo Q, Jin S.   +13 more
europepmc   +2 more sources

Omics-driven plant breeding through phenomics-enviromics crosstalk [PDF]

Nature Communications
Genomics, including all molecular omics, is driven by molecular data, while phenomics and enviromics rely on phenotypic and environmental data. Yet phenotyping is often conducted under poorly characterized environments, limiting the interpretation of ...
Huihui Li, Shang Gao, Takele Weldu Gebrewahid, Wen-Xue Li, Jiankang Wang, Zhiguo Han, Matthew P. Reynolds, Jose Luis Araus, Sarah Hearne, Yunbi Xu   +9 more
doaj   +2 more sources

Deep learning for three-dimensional (3D) plant phenomics. [PDF]

Plant Phenomics
Jin S, Li D, Yun T, Tang J, Wang K, Li S, Yang H, Yang S, Xu S, Cao L, Xia H, Guo Q, Zhang Y, Jiang D, Ding Y.   +14 more
europepmc   +2 more sources

CVRP: A rice image dataset with high-quality annotations for image segmentation and plant phenomics research. [PDF]

Plant Phenomics
Tang Z, Sun J, Tian Y, Xu J, Zhao W, Jiang G, Deng J, Gan X.   +7 more
europepmc   +2 more sources

Prospectus of Genomic Selection and Phenomics in Cereal, Legume and Oilseed Breeding Programs

Frontiers in Genetics, 2022
The last decade witnessed an unprecedented increase in the adoption of genomic selection (GS) and phenomics tools in plant breeding programs, especially in major cereal crops.
Karansher S. Sandhu, Lance F. Merrick, Sindhuja Sankaran, Zhiwu Zhang, Arron H. Carter   +4 more
doaj   +1 more source