[HTML][HTML] Smart breeding driven by big data, artificial intelligence, and integrated genomic-enviromic prediction

Y Xu, X Zhang, H Li, H Zheng, J Zhang, MS Olsen… - Molecular Plant, 2022 - cell.com
The first paradigm of plant breeding involves direct selection-based phenotypic observation,
followed by predictive breeding using statistical models for quantitative traits constructed …

[HTML][HTML] Integrated genomic selection for accelerating breeding programs of climate-smart cereals

D Sinha, AK Maurya, G Abdi, M Majeed, R Agarwal… - Genes, 2023 - mdpi.com
Rapidly rising population and climate changes are two critical issues that require immediate
action to achieve sustainable development goals. The rising population is posing increased …

Adaptive and maladaptive introgression in grapevine domestication

H Xiao, Z Liu, N Wang, Q Long, S Cao… - Proceedings of the …, 2023 - National Acad Sciences
Domesticated grapevines spread to Europe around 3,000 years ago. Previous studies have
revealed genomic signals of introgression from wild to cultivated grapes in Europe, but the …

Understandings and future challenges in soybean functional genomics and molecular breeding

H Du, C Fang, Y Li, F Kong, B Liu - Journal of Integrative Plant …, 2023 - Wiley Online Library
Soybean (Glycine max) is a major source of plant protein and oil. Soybean breeding has
benefited from advances in functional genomics. In particular, the release of soybean …

Multi‐environment association study highlights candidate genes for robust agronomic quantitative trait loci in a novel worldwide Capsicum core collection

L McLeod, L Barchi, G Tumino, P Tripodi… - The Plant …, 2023 - Wiley Online Library
Investigating crop diversity through genome‐wide association studies (GWAS) on core
collections helps in deciphering the genetic determinants of complex quantitative traits …

CropGS-Hub: a comprehensive database of genotype and phenotype resources for genomic prediction in major crops

J Chen, C Tan, M Zhu, C Zhang, Z Wang… - Nucleic Acids …, 2024 - academic.oup.com
The explosive amount of multi-omics data has brought a paradigm shift both in academic
research and further application in life science. However, managing and reusing the …

[HTML][HTML] Integration of multi-omics technologies for crop improvement: status and prospects

R Zhang, C Zhang, C Yu, J Dong, J Hu - Frontiers in Bioinformatics, 2022 - frontiersin.org
With the rapid development of next-generation sequencing (NGS), multi-omics techniques
have been emerging as effective approaches for crop improvement. Here, we focus mainly …

Machine learning for image-based multi-omics analysis of leaf veins

Y Zhang, N Zhang, X Chai, T Sun - Journal of Experimental …, 2023 - academic.oup.com
Veins are a critical component of the plant growth and development system, playing an
integral role in supporting and protecting leaves, as well as transporting water, nutrients, and …

Genome‐wide association study of multiyear dynamic growth traits in hybrid Liriodendron identifies robust genetic loci associated with growth trajectories

H Xia, Z Hao, Y Shen, Z Tu, L Yang, Y Zong… - The Plant …, 2023 - Wiley Online Library
The genetic factors underlying growth traits differ over time points or stages. However, most
current studies of phenotypes at single time points do not capture all loci or explain the …

系统农业: 结合农业社会经济属性的建模和控制

康孟珍, 孙贺全, 王秀娟, 王飞跃 - 智能科学与技术学报, 2023 - infocomm-journal.com
随着第五次工业革命的到来与发展, 生物科技, 信息技术与人工智能深度融合, 为发展信息化,
智能化的农业提供了强有力的支持. 由于农业具有社会经济属性, 面向具有生物物理特性的种植 …