Applications of artificial intelligence in climate-resilient smart-crop breeding

MHU Khan, S Wang, J Wang, S Ahmar… - International Journal of …, 2022 - mdpi.com
Recently, Artificial intelligence (AI) has emerged as a revolutionary field, providing a great
opportunity in shaping modern crop breeding, and is extensively used indoors for plant …

Strategies for breeding crops for future environments

J Salse, RL Barnard, C Veneault-Fourrey… - Trends in plant …, 2024 - cell.com
The green revolution successfully increased agricultural output in the early 1960s by relying
primarily on three pillars: plant breeding, irrigation, and chemical fertilization. Today, the …

Genotype Selection, and Seed Uniformity and Multiplication to Ensure Common Bean (Phaseolus vulgaris L.) var. Liborino

D Peláez, PA Aguilar, M Mercado, F López-Hernández… - Agronomy, 2022 - mdpi.com
Seed uniformity and stability testing, and multiplication, are key steps in the seed supply
chain of the common bean (Phaseolus vulgaris L.) and other crops. Optimizing agronomical …

The golden goal of soil management: Disease-suppressive soils

M Sagova-Mareckova, M Omelka… - Phytopathology®, 2023 - Am Phytopath Society
Disease-suppressive soils encompass specific plant− pathogen− microbial interactions and
represent a rare example of an agroecosystem where soil conditions and microbiome …

Genetic structure and first genome‐wide insights into the adaptation of a wild relative of grapevine, Vitis berlandieri

L Blois, M de Miguel, PF Bert, N Girollet… - Evolutionary …, 2023 - Wiley Online Library
In grafted plants, such as grapevine, increasing the diversity of rootstocks available to
growers is an ideal strategy for helping plants to adapt to climate change. The rootstocks …

Effect of Overexpression of γ-Tocopherol Methyltransferase on α-Tocopherol and Fatty Acid Accumulation and Tolerance to Salt Stress during Seed Germination in …

Y Guo, D Li, T Liu, M Liao, Y Li, W Zhang, Z Liu… - International Journal of …, 2022 - mdpi.com
Rapeseed (Brassica napus L.) is an important oil crop and a major source of tocopherols,
also known as vitamin E, in human nutrition. Enhancing the quality and composition of fatty …

Harnessing genebanks: High-throughput phenotyping and genotyping of crop wild relatives and landraces

AJ Cortes, JY Barnaby - Frontiers in Plant Science, 2023 - frontiersin.org
Worldwide genebanks hold phenotypic and genetic novelty useful to increase yield, crop
adaptability, and agrobiodiversity (Tanksley and McCouch, 1997) while buffering crop …

Molecular genetics enhances plant breeding

AJ Cortés, H Du - International Journal of Molecular Sciences, 2023 - mdpi.com
Human-driven plant selection, a practice as ancient as agriculture itself, has laid the
foundations of plant breeding and contemporary farming [1]. The principles of classical …

Genomic evidence for climate-linked diversity loss and increased vulnerability of wild barley spanning 28 years of climate warming

Y Zhou, R Song, E Nevo, X Fu, X Wang, Y Wang… - Science of The Total …, 2024 - Elsevier
The information on how plant populations respond genetically to climate warming is scarce.
Here, landscape genomic and machine learning approaches were integrated to assess …

Comprehensive Time-Course Transcriptome Reveals the Crucial Biological Pathways Involved in the Seasonal Branch Growth in Siberian Elm (Ulmus pumila)

LY Zhang, C Yang, ZC Wu, XJ Zhang… - International Journal of …, 2023 - mdpi.com
Timber, the most prevalent organic material on this planet, is the result of a secondary xylem
emerging from vascular cambium. Yet, the intricate processes governing its seasonal …