Results 11 to 20 of about 760,293 (222)

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

open access: yesCrop Journal, 2021
With the rapid development of genetic analysis techniques and crop population size, phenotyping has become the bottleneck restricting crop breeding.
Peng Song   +4 more
doaj   +2 more sources

Technology and Equipment of Big Data on Crop Phenomics

open access: yes中国工程科学, 2023
Automatic equipment and information technologies make it possible to acquire multi-scale and multi-source heterogeneous data of crops under different growth conditions, forming big data on crop phenomics.
Wen Weiliang   +4 more
doaj   +2 more sources

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

Root phenomics of crops: opportunities and challenges

open access: yesFunctional Plant Biology, 2009
Reliable techniques for screening large numbers of plants for root traits are still being developed, but include aeroponic, hydroponic and agar plate systems. Coupled with digital cameras and image analysis software, these systems permit the rapid measurement of root numbers, length and diameter in moderate (typically <1000) numbers of plants ...
Gregory, Peter J.   +6 more
openaire   +5 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

Latin America: a development pole for phenomics [PDF]

open access: yesFrontiers in Plant Science, 2016
Latin America and the Caribbean (LAC) has long been associated with the production and export of a diverse range of agricultural commodities. Due to its strategic geographic location, which encompasses a wide range of climates, it is possible to produce ...
Anyela Valentina Camargo Rodriguez   +1 more
doaj   +2 more sources

Genomics, phenomics, and machine learning in transforming plant research: Advancements and challenges

open access: yesHorticultural Plant Journal
Advances in gene editing and natural genetic variability present significant opportunities to generate novel alleles and select natural sources of genetic variation for horticulture crop improvement.
Sheikh Mansoor   +3 more
doaj   +2 more sources

Phenomics: Emerging Artificial Intelligence Tool in Crop Improvement

open access: yesInternational Journal of Environment and Climate Change
Phenomics, which involves the holistic analysis of plant phenotypes using cutting-edge sensing and data processing technologies, has emerged as an AI-powered technique in plant breeding. Genomics tells us about a plant's genetic potential, whereas phenomics describes the dynamic manifestation of the genes under different environmental conditions.
N. Vairam, N. Murugan
openaire   +2 more sources

Phenomics assisted trait dissection and genotype selection for improved nitrogen use efficiency in rice

open access: yesPlant Stress
Modern crop phenomics and current advances in machine learning (ML) models are promising tools to speed up genetic improvement of nitrogen use efficiency (NUE) in rice.
Nguyen Trung Duc   +11 more
doaj   +2 more sources

High dimensional phenomics and automation to transform domestication of new crops

open access: yes, 2022
The majority of domesticated plant species are herbaceous annuals and woody perennials, yet many herbaceous perennial species hold potential for future agricultural systems. In addition to multiyear harvests, herbaceous perennials provide many ecosystem services, including erosion control as a result of their large and persistent root systems. However,
Matthew Rubin   +9 more
openaire   +2 more sources

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