Results 11 to 20 of about 6,544 (210)

Field Phenomics: Will It Enable Crop Improvement? [PDF]

open access: yesPlant 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   +4 more sources

Harnessing Crop Diversity through Genetics, Genomics and Phenomics Approaches

open access: yesPlants, 2023
Developing resilient cultivars ensuring adequate productions will be the agriculture industry’s primary challenge in the coming decades to ensure food security, especially with climate change and a growing global population [...]
Pasquale Tripodi, Annalisa Cocozza
doaj   +3 more sources

Editorial: Genomics and phenomics of crop wild relatives (CWRs) for crop improvement

open access: yesFrontiers in Plant Science, 2023
Parimalan Rangan   +5 more
doaj   +3 more sources

Phenomic characterization of Crotalaria germplasm for crop improvement [PDF]

open access: yesCABI Agriculture and Bioscience, 2021
Abstract Background Diversification of global food systems through exploration of traditional varieties and wild edible plant species is a focal mitigation strategy for food security worldwide. The present study determined the phenomic diversity of locally available, affordable and climate-resilient cultivated and wild ...
Joshua Kiilu Muli   +4 more
openaire   +2 more sources

Hybrid kernels integrating genomic and multispectral data improve wheat genomic prediction accuracy. [PDF]

open access: yesPlant Genome
Abstract Genomic selection (GS) is transforming plant breeding by enabling more accurate and efficient identification of superior genotypes. However, its practical implementation remains challenging, as achieving high prediction accuracy is critical for its success. Several factors—including sample size, the degree of relatedness among individuals, and
Montesinos-López OA   +8 more
europepmc   +2 more sources

A Mixed Data-Based Deep Neural Network to Estimate Leaf Area Index in Wheat Breeding Trials [PDF]

open access: yes, 2020
Remote and non-destructive estimation of leaf area index (LAI) has been a challenge in the last few decades as the direct and indirect methods available are laborious and time-consuming.
Apolo Apolo, Orly Enrique   +3 more
core   +1 more source

Enhancing Green Fraction Estimation in Rice and Wheat Crops: A Self-Supervised Deep Learning Semantic Segmentation Approach

open access: yesPlant Phenomics, 2023
The green fraction (GF), which is the fraction of green vegetation in a given viewing direction, is closely related to the light interception ability of the crop canopy.
Yangmingrui Gao   +8 more
doaj   +1 more source

Field crop phenomics: enabling breeding for radiation use efficiency and biomass in cereal crops [PDF]

open access: yesNew Phytologist, 2019
SummaryPlant phenotyping forms the core of crop breeding, allowing breeders to build on physiological traits and mechanistic science to inform their selection of material for crossing and genetic gain. Recent rapid progress in high‐throughput techniques based on machine vision, robotics, and computing (plant phenomics) enables crop physiologists and ...
Robert T. Furbank   +4 more
openaire   +5 more sources

Field-measured canopy height may not be as accurate and heritable as believed: evidence from advanced 3D sensing

open access: yesPlant Methods, 2023
Highlights The effects of canopy height, leaf area index, and growth stage on the accurate monitoring of canopy height with different 3D sensors were systematically evaluated. Field-measured canopy height may not be as accurate as believed, especially in
Jingrong Zang   +9 more
doaj   +1 more source

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

open access: yesFrontiers 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   +12 more
doaj   +1 more source

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