Smart reprograming of plants against salinity stress using modern biotechnological tools

A Raza, J Tabassum, AZ Fakhar, R Sharif… - Critical reviews in …, 2023 - Taylor & Francis
Climate change gives rise to numerous environmental stresses, including soil salinity.
Salinity/salt stress is the second biggest abiotic factor affecting agricultural productivity …

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 …

Develo** drought‐smart, ready‐to‐grow future crops

A Raza, MS Mubarik, R Sharif, M Habib… - The Plant …, 2023 - Wiley Online Library
Breeding crop plants with increased yield potential and improved tolerance to stressful
environments is critical for global food security. Drought stress (DS) adversely affects …

Population genomic analysis of Aegilops tauschii identifies targets for bread wheat improvement

K Gaurav, S Arora, P Silva, J Sánchez-Martín… - Nature …, 2022 - nature.com
Aegilops tauschii, the diploid wild progenitor of the D subgenome of bread wheat, is a
reservoir of genetic diversity for improving bread wheat performance and environmental …

Climate change challenges, plant science solutions

NA Eckardt, EA Ainsworth, RN Bahuguna… - The Plant …, 2023 - academic.oup.com
Climate change is a defining challenge of the 21st century, and this decade is a critical time
for action to mitigate the worst effects on human populations and ecosystems. Plant science …

Conventional and molecular techniques from simple breeding to speed breeding in crop plants: recent advances and future outlook

S Ahmar, RA Gill, KH Jung, A Faheem… - International journal of …, 2020 - mdpi.com
In most crop breeding programs, the rate of yield increment is insufficient to cope with the
increased food demand caused by a rapidly expanding global population. In plant breeding …

Breeding crops to feed 10 billion

LT Hickey, A N. Hafeez, H Robinson, SA Jackson… - Nature …, 2019 - nature.com
Crop improvements can help us to meet the challenge of feeding a population of 10 billion,
but can we breed better varieties fast enough? Technologies such as genoty**, marker …

Wheat genomic study for genetic improvement of traits in China

J **ao, B Liu, Y Yao, Z Guo, H Jia, L Kong… - Science China Life …, 2022 - Springer
Bread wheat (Triticum aestivum L.) is a major crop that feeds 40% of the world's population.
Over the past several decades, advances in genomics have led to tremendous …

LightGBM: accelerated genomically designed crop breeding through ensemble learning

J Yan, Y Xu, Q Cheng, S Jiang, Q Wang, Y **ao, C Ma… - Genome biology, 2021 - Springer
LightGBM is an ensemble model of decision trees for classification and regression
prediction. We demonstrate its utility in genomic selection-assisted breeding with a large …

Engineering crops of the future: CRISPR approaches to develop climate-resilient and disease-resistant plants

SSA Zaidi, A Mahas, H Vanderschuren, MM Mahfouz - Genome biology, 2020 - Springer
To meet increasing global food demand, breeders and scientists aim to improve the yield
and quality of major food crops. Plant diseases threaten food security and are expected to …