Deep learning for three-dimensional (3D) plant phenomics [PDF]
Plant PhenomicsShichao Jin
exaly +2 more sources
Affordable Phenomics special topic—Foreword for The Plant Phenome Journal
The Plant Phenome JournalAbstract The Affordable Phenomics special topic in The Plant Phenome Journal showcased recent advances that expand the accessibility, cost‐effectiveness, and scalability of plant phenotyping technologies. This collection of 15 articles
Valerio Hoyos‐Villegas +1 more
openaire +2 more sources
Realizing the potential of plant genetic resources: the use of phenomics for genebanks [PDF]
Plants, People, PlanetSocietal Impact Statement Genebanks contribute to global food security, directly influencing societal well‐being, by providing access to seed or genetic material that is more resilient to pests, diseases, and environmental stresses.
Kioumars Ghamkhar +4 more
doaj +2 more sources
Field Phenomics: Will It Enable Crop Improvement?
Plant Phenomics, 2021 Field phenomics has been identified as a promising enabling technology to assist plant breeders with the development of improved cultivars for farmers. Yet, despite much investment, there are few examples demonstrating the application of phenomics within
David M. Deery, Hamlyn G. Jones
doaj +1 more source
A New Method for Extracting Individual Plant Bio-Characteristics from High-Resolution Digital Images
Remote Sensing, 2021 The extraction of automated plant phenomics from digital images has advanced in recent years. However, the accuracy of extracted phenomics, especially for individual plants in a field environment, requires improvement.
Saba Rabab +6 more
doaj +1 more source
Imaging Sensor-Based High-Throughput Measurement of Biomass Using Machine Learning Models in Rice
Agriculture, 2023 Phenomics technologies have advanced rapidly in the recent past for precision phenotyping of diverse crop plants. High-throughput phenotyping using imaging sensors has been proven to fetch more informative data from a large population of genotypes than ...
Allimuthu Elangovan +15 more
doaj +1 more source
Smoothing and extraction of traits in the growth analysis of noninvasive phenotypic data
Plant Methods, 2020 Background Non-destructive high-throughput plant phenotyping is becoming increasingly used and various methods for growth analysis have been proposed. Traditional longitudinal or repeated measures analyses that model growth using statistical models are ...
Chris Brien +4 more
doaj +1 more source
PGP repository: a plant phenomics and genomics data publication infrastructure. [PDF]
Database (Oxford), 2016 Plant genomics and phenomics represents the most promising tools for accelerating yield gains and overcoming emerging crop productivity bottlenecks. However, accessing this wealth of plant diversity requires the characterization of this material using ...
Arend D +5 more
europepmc +2 more sources
High dimensional phenomics and automation to transform domestication of new crops [PDF]
, 2022 The majority of domesticated plant species are herbaceous annuals and woody perennials, yet many herbaceous perennial species hold potential for future agricultural systems.
Hershberger, Jenna +9 more
core +1 more source
Phenomics based prediction of plant biomass and leaf area in wheat using machine learning approaches
Frontiers in Plant Science, 2023 IntroductionPhenomics has emerged as important tool to bridge the genotype-phenotype gap. To dissect complex traits such as highly dynamic plant growth, and quantification of its component traits over a different growth phase of plant will immensely help
Biswabiplab Singh +14 more
doaj +1 more source