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Plant Phenomics: The Force Behind Tomorrow’s Crop Phenotyping Tools

Journal of Plant Growth Regulation
P. Kumari   +9 more
semanticscholar   +4 more sources

Advancements and Emerging Trends in Crop Phenomics

Journal of Smart and Sustainable Farming
In 1911, Wilhelm Johannsen provided a definition for the term "phenotype," stating that it encompasses the many observable characteristics of organisms, which may be discerned by direct visual examination or more precise techniques including measurement ...
Ketema Baye
semanticscholar   +2 more sources

Crop breeding for a changing climate: integrating phenomics and genomics with bioinformatics

Theoretical and Applied Genetics, 2021
Safeguarding crop yields in a changing climate requires bioinformatics advances in harnessing data from vast phenomics and genomics datasets to translate research findings into climate smart crops in the field. Climate change and an additional 3 billion mouths to feed by 2050 raise serious concerns over global food security.
J. Marsh   +4 more
semanticscholar   +3 more sources

PHENOMICS FOR BIOTIC STRESS RESISTANCE IN CROP PLANTS: A REVIEW

Plant Archives
Phenomics for biotic stress resistance is defined as the study of host plant resistance through automated trait analysis to generate phenotypic data. One of the greatest ways to control diseases that are both economically feasible and relevant over wide ...
Ritu Sharma   +6 more
semanticscholar   +2 more sources

Crop Phenomics for Abiotic Stress Tolerance in Crop Plants

, 2018
Balwant Singh   +4 more
semanticscholar   +2 more sources

Phenomics and machine learning in crop improvement

, 2021
D. Singh, Asheesh K. Singh, Arti Singh
semanticscholar   +2 more sources

Genome to phenome: bioinformatics of crop plants

2023
Due to the expanding world population, agricultural output must increase to fulfill the growing need for food. Crop breeding is a sustainable way to boost production and yield stability without increasing the usage of fertilizers and pesticides. Recent developments in genetics and bioinformatics provide prospects for expediting crop improvement ...
Sayanti Mandal   +13 more
openaire   +2 more sources

Crop phenomics: Emerging tools for next-generation field crop improvement

Journal of Current Opinion in Crop Science
Crop phenomics has emerged as a transformative discipline that bridges genomics and agronomy by enabling precise, high-throughput, and non-destructive measurement of plant traits.
K. Ashokkumar   +4 more
semanticscholar   +1 more source

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