Fab Advances in Fabaceae for Abiotic Stress Resilience: From 'Omics' to Artificial Intelligence

D Singh, P Chaudhary, J Taunk, CK Singh… - International Journal of …, 2021 - mdpi.com
Legumes are a better source of proteins and are richer in diverse micronutrients over the
nutritional profile of widely consumed cereals. However, when exposed to a diverse range of …

Genomics-assisted crop improvement: an overview

RK Varshney, R Tuberosa - Genomics-Assisted Crop Improvement: Vol. 1 …, 2007 - Springer
In recent years, a truly impressive number of advances in genetics and genomics have
greatly enhanced our understanding of structural and functional aspects of plant genomes …

OMICS in fodder crops: applications, challenges, and prospects

P Kumar, J Singh, G Kaur, PM Adunola… - Current Issues in …, 2022 - mdpi.com
Biomass yield and quality are the primary targets in forage crop improvement programs
worldwide. Low-quality fodder reduces the quality of dairy products and affects cattle's …

Milletdb: a multi‐omics database to accelerate the research of functional genomics and molecular breeding of millets

M Sun, H Yan, A Zhang, Y Jin, C Lin… - Plant biotechnology …, 2023 - Wiley Online Library
Millets are a class of nutrient‐rich coarse cereals with high resistance to abiotic stress; thus,
they guarantee food security for people living in areas with extreme climatic conditions and …

[HTML][HTML] The potential of remote sensing and artificial intelligence as tools to improve the resilience of agriculture production systems

J Jung, M Maeda, A Chang, M Bhandari… - Current Opinion in …, 2021 - Elsevier
Modern agriculture and food production systems are facing increasing pressures from
climate change, land and water availability, and, more recently, a pandemic. These factors …

Genomics-assisted breeding–a revolutionary strategy for crop improvement

P Leng, T Lübberstedt, M Xu - Journal of integrative agriculture, 2017 - Elsevier
Food shortages arise more frequently owing to unpredictable crop yield losses caused by
biotic and abiotic stresses. With advances in molecular biology and marker technology, a …

Novel genomic tools and modern genetic and breeding approaches for crop improvement

RK Varshney, A Dubey - Journal of Plant Biochemistry and Biotechnology, 2009 - Springer
In recent past, genomic tools especially molecular markers have been extensively used for
understanding genome dynamics as well for applied aspects in crop breeding. Several new …

Entailing the next-generation sequencing and metabolome for sustainable agriculture by improving plant tolerance

MF Ashraf, D Hou, Q Hussain, M Imran, J Pei… - International journal of …, 2022 - mdpi.com
Crop production is a serious challenge to provide food for the 10 billion individuals
forecasted to live across the globe in 2050. The scientists' emphasize establishing an …

Applications of high-throughput phenotypic phenomics

HGMD Ahmed, Y Zeng, S Fiaz, AR Rashid - … agriculture in the era of the …, 2023 - Springer
Because of the variety of genetic components, plants are affected by complex genetic-
environment-management interactions that drive phenotypic plasticity. Reliable, automatic …

Using genome and transcriptome analysis to elucidate biosynthetic pathways

N Wang, YX Huo - Current Opinion in Biotechnology, 2022 - Elsevier
Highlights•Multidimensional and multistaged multi-omics integration becomes
popular.•Genome and transcriptome data can be integrated to decipher biological …