Smart reprograming of plants against salinity stress using modern biotechnological tools
Climate change gives rise to numerous environmental stresses, including soil salinity.
Salinity/salt stress is the second biggest abiotic factor affecting agricultural productivity …
Salinity/salt stress is the second biggest abiotic factor affecting agricultural productivity …
Designing future crops: genomics-assisted breeding comes of age
Over the past decade, genomics-assisted breeding (GAB) has been instrumental in
harnessing the potential of modern genome resources and characterizing and exploiting …
harnessing the potential of modern genome resources and characterizing and exploiting …
Smart breeding driven by big data, artificial intelligence, and integrated genomic-enviromic prediction
The first paradigm of plant breeding involves direct selection-based phenotypic observation,
followed by predictive breeding using statistical models for quantitative traits constructed …
followed by predictive breeding using statistical models for quantitative traits constructed …
Reap the crop wild relatives for breeding future crops
Crop wild relatives (CWRs) have provided breeders with several'game-changing'traits or
genes that have boosted crop resilience and global agricultural production. Advances in …
genes that have boosted crop resilience and global agricultural production. Advances in …
Status and prospects of genome‐wide association studies in plants
Genome‐wide association studies (GWAS) have developed into a powerful and ubiquitous
tool for the investigation of complex traits. In large part, this was fueled by advances in …
tool for the investigation of complex traits. In large part, this was fueled by advances in …
LightGBM: accelerated genomically designed crop breeding through ensemble learning
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 …
prediction. We demonstrate its utility in genomic selection-assisted breeding with a large …
Machine learning bridges omics sciences and plant breeding
J Yan, X Wang - Trends in Plant Science, 2023 - cell.com
Some of the biological knowledge obtained from fundamental research will be implemented
in applied plant breeding. To bridge basic research and breeding practice, machine learning …
in applied plant breeding. To bridge basic research and breeding practice, machine learning …
Drought stress in grain legumes: Effects, tolerance mechanisms and management
Grain legumes are important sources of proteins, essential micronutrients and vitamins and
for human nutrition. Climate change, including drought, is a severe threat to grain legume …
for human nutrition. Climate change, including drought, is a severe threat to grain legume …
State-of-the-art internet of things in protected agriculture
X Shi, X An, Q Zhao, H Liu, L Xia, X Sun, Y Guo - Sensors, 2019 - mdpi.com
The Internet of Things (IoT) has tremendous success in health care, smart city, industrial
production and so on. Protected agriculture is one of the fields which has broad application …
production and so on. Protected agriculture is one of the fields which has broad application …
Impacts, tolerance, adaptation, and mitigation of heat stress on wheat under changing climates
Heat stress (HS) is one of the major abiotic stresses affecting the production and quality of
wheat. Rising temperatures are particularly threatening to wheat production. A detailed …
wheat. Rising temperatures are particularly threatening to wheat production. A detailed …