Machine learning algorithms translate big data into predictive breeding accuracy
Statistical machine learning (ML) extracts patterns from extensive genomic, phenotypic, and
environmental data. ML algorithms automatically identify relevant features and use cross …
environmental data. ML algorithms automatically identify relevant features and use cross …
Balancing quality with quantity: A case study of UK bread wheat
NS Fradgley, KA Gardner, M Kerton… - Plants, People …, 2024 - Wiley Online Library
Societal Impact Statement Increasing crop productivity is often proposed as a key goal for
meeting the food security demands of a growing global population. However, achieving high …
meeting the food security demands of a growing global population. However, achieving high …
Enviromic prediction enables the characterization and map** of Eucalyptus globulus Labill breeding zones
Genotype-environment interaction is pervasive in forest genetics. Delineation of spatial
breeding zones (BZs) is fundamental for accommodating genotype-environment interaction …
breeding zones (BZs) is fundamental for accommodating genotype-environment interaction …
Climate change impacts on crop breeding: Targeting interacting biotic and abiotic stresses for wheat improvement
Wheat (Triticum aestivum L.) as a staple crop is closely interwoven into the development of
modern society. Its influence on culture and economic development is global. Recent …
modern society. Its influence on culture and economic development is global. Recent …
The Potential for Experimental Evolution to Uncover Trade‐Offs Associated With Anthropogenic and Climate Change Adaptation
Evolutionary responses to climate change may incur trade‐offs due to energetic constraints
and mechanistic limitations, which are both influenced by environmental context. Adaptation …
and mechanistic limitations, which are both influenced by environmental context. Adaptation …
Clarifying the impacts of climatic coupling on plastic-mulching potato production in the loess plateau of China
Context The ongoing changes in climate constitute a major risk factor for global potato
production. Recent studies have underscored the productivity-enhancing effects of plastic …
production. Recent studies have underscored the productivity-enhancing effects of plastic …
TaDL interacts with TaB3 and TaNF‐YB1 to synergistically regulate the starch synthesis and grain quality in bread wheat
G Liu, R Zhang, Z Wu, J Yu, H Lou, J Zhu… - Journal of Integrative …, 2024 - Wiley Online Library
Starch biosynthesis is a critical factor in wheat (Triticum aestivum L.) quality and yield.
However, the full scope of its regulation is not fully understood. Here we report that TaDL …
However, the full scope of its regulation is not fully understood. Here we report that TaDL …
Improving Process‐Based Modelling to Simulate the Effects of Low‐Temperature Stress During Pre‐Anthesis on the Quality Characteristics of Wheat Grains
W Ji, R Osman, J Ma, X Jiang, L Wang… - Plant, Cell & …, 2025 - Wiley Online Library
Low temperatures in late spring pose a potential threat to the maintenance of grain yield and
quality. Despite the importance of protein and starch in wheat quality, they are often …
quality. Despite the importance of protein and starch in wheat quality, they are often …
A Method to Estimate Climate Drivers of Maize Yield Predictability Leveraging Genetic-by-Environment Interactions in the US and Canada
Throughout history, the pursuit of diagnosing and predicting crop yields has evidenced
genetics, environment, and management practices intertwined in achieving food security …
genetics, environment, and management practices intertwined in achieving food security …
Brevibacillus choshinensis restricts harmful Eurygaster integriceps in wheat-sown fields and enhances beneficial insect population
This study was conducted to determine the effects of plant growth-promoting bacteria
(Brevibacillus choshinensis) on Eurygaster integriceps Puton, 1881 (Hemiptera …
(Brevibacillus choshinensis) on Eurygaster integriceps Puton, 1881 (Hemiptera …