Impacts of salinity stress on crop plants: Improving salt tolerance through genetic and molecular dissection
Improper use of water resources in irrigation that contain a significant amount of salts, faulty
agronomic practices such as improper fertilization, climate change etc. are gradually …
agronomic practices such as improper fertilization, climate change etc. are gradually …
Genomic selection: A tool for accelerating the efficiency of molecular breeding for development of climate-resilient crops
Since the inception of the theory and conceptual framework of genomic selection (GS),
extensive research has been done on evaluating its efficiency for utilization in crop …
extensive research has been done on evaluating its efficiency for utilization in crop …
DNNGP, a deep neural network-based method for genomic prediction using multi-omics data in plants
Genomic prediction is an effective way to accelerate the rate of agronomic trait improvement
in plants. Traditional methods typically use linear regression models with clear assumptions; …
in plants. Traditional methods typically use linear regression models with clear assumptions; …
Enhancing genetic gain in the era of molecular breeding
As one of the important concepts in conventional quantitative genetics and breeding, genetic
gain can be defined as the amount of increase in performance that is achieved annually …
gain can be defined as the amount of increase in performance that is achieved annually …
Enhancing genetic gain through genomic selection: from livestock to plants
Although long-term genetic gain has been achieved through increasing use of modern
breeding methods and technologies, the rate of genetic gain needs to be accelerated to …
breeding methods and technologies, the rate of genetic gain needs to be accelerated to …
[HTML][HTML] Machine learning approaches for crop improvement: Leveraging phenotypic and genotypic big data
H Tong, Z Nikoloski - Journal of plant physiology, 2021 - Elsevier
Highly efficient and accurate selection of elite genotypes can lead to dramatic shortening of
the breeding cycle in major crops relevant for sustaining present demands for food, feed …
the breeding cycle in major crops relevant for sustaining present demands for food, feed …
Trait discovery and editing in tomato
Tomato (Solanum lycopersicum), which is used for both processing and fresh markets, is a
major crop species that is the top ranked vegetable produced over the world. Tomato is also …
major crop species that is the top ranked vegetable produced over the world. Tomato is also …
[HTML][HTML] Integrated genomic selection for rapid improvement of crops
An increase in the rate of crop improvement is essential for achieving sustained food
production and other needs of ever-increasing population. Genomic selection (GS) is a …
production and other needs of ever-increasing population. Genomic selection (GS) is a …
Exploring deep learning for complex trait genomic prediction in polyploid outcrossing species
Genomic prediction (GP) is the procedure whereby the genetic merits of untested candidates
are predicted using genome wide marker information. Although numerous examples of GP …
are predicted using genome wide marker information. Although numerous examples of GP …
Advances in omics approaches for abiotic stress tolerance in tomato
Tomato, one of the most important crops worldwide, has a high demand in the fresh fruit
market and processed food industries. Despite having considerably high productivity …
market and processed food industries. Despite having considerably high productivity …