Advancement in modern breeding and genomic approaches to accelerate rice improvement: speed breeding focus
Rice (Oryza sativa L.) is a common staple food widely cultivated and consumed globally.
The increase in world population and slow genetic gain in rice production in the face of a …
The increase in world population and slow genetic gain in rice production in the face of a …
[HTML][HTML] Stability of grain zinc concentrations across lowland rice environments favors zinc biofortification breeding
M Rakotondramanana, M Wissuwa… - Frontiers in Plant …, 2024 - frontiersin.org
Introduction One-third of the human population consumes insufficient zinc (Zn) to sustain a
healthy life. Zn deficiency can be relieved by increasing the Zn concentration ([Zn]) in staple …
healthy life. Zn deficiency can be relieved by increasing the Zn concentration ([Zn]) in staple …
Genetic gains in IRRI's rice salinity breeding and elite panel development as a future breeding resource
A Khanna, M Anumalla, J Ramos, MTS Cruz… - Theoretical and Applied …, 2024 - Springer
Key message Estimating genetic gains and formulating a future salinity elite breeding panel
for rice pave the way for develo** better high-yielding salinity tolerant lines with enhanced …
for rice pave the way for develo** better high-yielding salinity tolerant lines with enhanced …
High-dimensional multi-omics measured in controlled conditions are useful for maize platform and field trait predictions
Key message Transcriptomics and proteomics information collected on a platform can
predict additive and non-additive effects for platform traits and additive effects for field traits …
predict additive and non-additive effects for platform traits and additive effects for field traits …
Large-scale crop dataset and deep learning-based multi-modal fusion framework for more accurate G× E genomic prediction
Q Zou, S Tai, Q Yuan, Y Nie, H Gou, L Wang… - … and Electronics in …, 2025 - Elsevier
Although promising results have been achieved, current deep learning-based genomic
prediction methods still face two critical challenges that prevent their application in real …
prediction methods still face two critical challenges that prevent their application in real …
Stochastic simulation to optimize rice breeding at IRRI
Introduction Genetic improvement in rice increased yield potential and improved varieties for
farmers over the last decades. However, the demand for rice is growing while its cultivation …
farmers over the last decades. However, the demand for rice is growing while its cultivation …
Genomic Selection for Phenotype Prediction in Rice
SA Muthazhagu Kuppuraj, BR Ramadoss… - Climate-Smart Rice …, 2024 - Springer
Rice (Oryza sativa L.) is one of the world's most critical staple crops, serving as a primary
source of food for the large population of the world. To meet the future demand of a growing …
source of food for the large population of the world. To meet the future demand of a growing …
[PDF][PDF] Resources for Cannabis sativa L. omics data analyses
LA Mansueto - 2024 - researchportal.scu.edu.au
Global changes in Cannabis legislation and growing demand for its industrial and medicinal
applications have spurred a resurgence of research and development. Compared to …
applications have spurred a resurgence of research and development. Compared to …
Integrating multi‐trait genomic selection with simulation strategies to improve grain yield and parental line selection in rice
C Anilkumar, RP Sah… - Annals of Applied … - Wiley Online Library
Inclusion of correlated secondary traits in the prediction of primary trait in multi‐trait genomic
selection (GS) models can improve the predictive ability. Our objectives in the present …
selection (GS) models can improve the predictive ability. Our objectives in the present …