Integrating Genomics and Phenomics in Agricultural Breeding: A Comprehensive Review
Shakshi, R P Srivastava, Sachin Yadav, Mukesh Kumar Singh
Asian Research Journal of Agriculture · pp. 116–125 · Published 3 Sep 2024
10.9734/arja/2024/v17i4506Abstract
One of the key roles of plant breeders is to improve crop productivity through development of varieties with desirable traits to feed the growing population. The merger of genomics and phenomics - where genomics refer to the study of an organism’s entire DNA sequence and phenomonics is the full explanation of observable characteristics has given a new face to breeding strategies. This paper provides information about this technique from beginning up to now, which implicates high-throughput phenotyping, genomic selection, artificial intelligence platform for crop improvement. It seems that coronal genomics and phenotypical imaging results in transgenic or super climate-resilient plants, therefore improving yield under sustainable conditions. Despite its bright future there are certain issues like data standardization, ethical concerns, and resource restraints that need considering. Development later on gets people thinking about technical fields such as inter-disciplinary researches as well as policy supports that have ability to bring these powerful technologies into assurance of food security together with sustainable agriculture initially collaboration doesn’t need manufacturing centres of technology including genome and phenome data can help breeders achieve wrists precisions in crops development which will result in having robust agricultural systems able to overcome environmental stressors.
Cited by 8
Sonica Rathore, Vaseem Raja, Simerjit Kaur · South African Journal of Botany · 2026
Navid Ghavi Hossein-Zadeh · Veterinary and Animal Science · 2026
Fei Li, Lin Shi, Ji Zhang · Plants · 2026
Jidda Harun Abba, Yusuf Abba Asheikh, Akshay Kumar · International Journal of Latest Technology in Engineering Management & Applied Science · 2026
K. Ashokkumar, M. Gogulavasan, V. Prabhu · Journal of Current Opinion in Crop Science · 2025
P. Pszczółkowski, B. Sawicka, P. Niazi · Land · 2025
Mohammad Muzamil, Rizwan-ul-Zama Banday, Danish Gul · Turkish Journal of Agricultural Engineering Research · 2025
Mukesh Rathore, Farkhandah Jan, Nikita Aggarwal · Sustainability Sciences in Asia and Africa · 2026
Related research
- Genomic Evolution and Dynamics of Drug Resistance in Mycobacterium Tuberculosis across West Africa- A Review — shares topic coverage
- A Review on Integrating Bioinformatics Tools in Modern Plant Breeding — shares topic coverage
- \(200 ^{th}\) Birth Anniversary of the Genetics Founder Gregor Mendel; Art Medals — shares topic coverage
- Breeding Approaches for Quality Improvement in Fruit Crops: Strategies and Achievements — shares topic coverage
- Integrating Multi-Omics, Bioinformatics and Genome Editing for Sustainable Sericulture — shares topic coverage
Article metrics
Real usage data collected on this platform.
0
Page views
0
PDF downloads
0
Outbound clicks
8
Citations
Views by country
Approximate, from request IP at view time — not citizenship or institution. Countries with fewer than 5 views are grouped as "Other".
No views recorded yet.
Traffic sources
Referring site, by host.
No traffic recorded yet.
Views and downloads exclude known bots/crawlers. Citations combines this platform's own DOI-resolved index with each external source's own reported total — see Cited by above for individually listed citing works. Last refreshed 0 seconds ago.