[HTML][HTML] Translating high-throughput phenotyping into genetic gain
Inability to efficiently implement high-throughput field phenotyping is increasingly perceived
as a key component that limits genetic gain in breeding programs. Field phenotyping must …
as a key component that limits genetic gain in breeding programs. Field phenotyping must …
[HTML][HTML] Mixed-species versus monocultures in plantation forestry: Development, benefits, ecosystem services and perspectives for the future
CLC Liu, O Kuchma, KV Krutovsky - Global Ecology and conservation, 2018 - Elsevier
Plantation forests are increasing rapidly in the world in order to alleviate deforestation and
degradation of natural forests, along with providing various goods and services. While …
degradation of natural forests, along with providing various goods and services. While …
[HTML][HTML] 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 …
[HTML][HTML] Improving global food security through accelerated plant breeding
B Lenaerts, BCY Collard, M Demont - Plant Science, 2019 - Elsevier
With an expected 9 billion people by 2050 and average income on the rise in the developing
world, meeting future food demand will be a challenge. Climate change, urbanisation and …
world, meeting future food demand will be a challenge. Climate change, urbanisation and …
Plant pan-genomics and its applications
J Shi, Z Tian, J Lai, X Huang - Molecular Plant, 2023 - cell.com
Plant genomes are so highly diverse that a substantial proportion of genomic sequences are
not shared among individuals. The variable DNA sequences, along with the conserved core …
not shared among individuals. The variable DNA sequences, along with the conserved core …
Accelerating crop genetic gains with genomic selection
Key message Genomic prediction based on additive genetic effects can accelerate genetic
gain. There are opportunities for further improvement by including non-additive effects that …
gain. There are opportunities for further improvement by including non-additive effects that …
Towards CRISPR/Cas crops–bringing together genomics and genome editing
With the rapid increase in the global population and the impact of climate change on
agriculture, there is a need for crops with higher yields and greater tolerance to abiotic …
agriculture, there is a need for crops with higher yields and greater tolerance to abiotic …
[HTML][HTML] Genomic Selection in the Era of Next Generation Sequencing for Complex Traits in Plant Breeding
Genomic selection (GS) is a promising approach exploiting molecular genetic markers to
design novel breeding programs and to develop new markers-based models for genetic …
design novel breeding programs and to develop new markers-based models for genetic …
[HTML][HTML] High-throughput field-phenotyping tools for plant breeding and precision agriculture
A Chawade, J van Ham, H Blomquist, O Bagge… - Agronomy, 2019 - mdpi.com
High-throughput field phenotyping has garnered major attention in recent years leading to
the development of several new protocols for recording various plant traits of interest …
the development of several new protocols for recording various plant traits of interest …
[HTML][HTML] Harnessing crop wild diversity for climate change adaptation
AJ Cortés, F López-Hernández - Genes, 2021 - mdpi.com
Warming and drought are reducing global crop production with a potential to substantially
worsen global malnutrition. As with the green revolution in the last century, plant genetics …
worsen global malnutrition. As with the green revolution in the last century, plant genetics …