Can omics deliver temperature resilient ready-to-grow crops?

A Raza, J Tabassum, H Kudapa… - Critical Reviews in …, 2021 - Taylor & Francis
Plants are extensively well-thought-out as the main source for nourishing natural life on
earth. In the natural environment, plants have to face several stresses, mainly heat stress …

Biotic and abiotic constraints in mungbean production—progress in genetic improvement

RM Nair, AK Pandey, AR War… - Frontiers in plant …, 2019 - frontiersin.org
Mungbean [Vigna radiata (L.) R. Wilczek var. radiata] is an important food and cash legume
crop in Asia. Development of short duration varieties has paved the way for the expansion of …

Advances in “omics” approaches for improving toxic metals/metalloids tolerance in plants

A Raza, J Tabassum, Z Zahid, S Charagh… - Frontiers in Plant …, 2022 - frontiersin.org
Food safety has emerged as a high-urgency matter for sustainable agricultural production.
Toxic metal contamination of soil and water significantly affects agricultural productivity …

Systems biology for crop improvement

LT Pazhamala, H Kudapa, W Weckwerth… - The plant …, 2021 - Wiley Online Library
In recent years, generation of large‐scale data from genome, transcriptome, proteome,
metabolome, epigenome, and others, has become routine in several plant species. Most of …

Omics: The way forward to enhance abiotic stress tolerance in Brassica napus L

A Raza, A Razzaq, SS Mehmood, MA Hussain… - GM crops & …, 2021 - Taylor & Francis
Plant abiotic stresses negative affects growth and development, causing a massive
reduction in global agricultural production. Rapeseed (Brassica napus L.) is a major oilseed …

Recent advancement in OMICS approaches to enhance abiotic stress tolerance in legumes

A Ali, MT Altaf, MA Nadeem, T Karaköy… - Frontiers in Plant …, 2022 - frontiersin.org
The world is facing rapid climate change and a fast-growing global population. It is believed
that the world population will be 9.7 billion in 2050. However, recent agriculture production …

Toward multi-stage phenotyping of soybean with multimodal UAV sensor data: a comparison of machine learning approaches for leaf area index estimation

Y Zhang, Y Yang, Q Zhang, R Duan, J Liu, Y Qin… - Remote Sensing, 2022 - mdpi.com
Leaf Area Index (LAI) is an important parameter which can be used for crop growth
monitoring and yield estimation. Many studies have been carried out to estimate LAI with …

Implementation of an algorithm for automated phenotyping through plant 3D-modeling: A practical application on the early detection of water stress

R Rossi, S Costafreda-Aumedes, L Leolini… - … and Electronics in …, 2022 - Elsevier
High-throughput plant phenotyping requires integrated image-based tools for automated
and simultaneous quantification of multiple morphological and physiological traits, which are …

Crop phenotyping

M Tariq, M Ahmed, P Iqbal, Z Fatima, S Ahmad - Systems modeling, 2020 - Springer
The visible form of an organism is the result of its genotype, environment and complex
interaction and is referred to as phenotype. Quick, precise and non-destructive …

Integrated omics approaches for flax improvement under abiotic and biotic stress: Current status and future prospects

B Yadav, V Kaur, OP Narayan, SK Yadav… - Frontiers in Plant …, 2022 - frontiersin.org
Flax (Linum usitatissimum L.) or linseed is one of the important industrial crops grown all
over the world for seed oil and fiber. Besides oil and fiber, flax offers a wide range of …