[HTML][HTML] Modern strategies to assess and breed forest tree adaptation to changing climate

AJ Cortés, M Restrepo-Montoya… - Frontiers in Plant …, 2020 - frontiersin.org
Studying the genetics of adaptation to new environments in ecologically and industrially
important tree species is currently a major research line in the fields of plant science and …

[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 …

[HTML][HTML] Genomic selection for forest tree improvement: Methods, achievements and perspectives

VG Lebedev, TN Lebedeva, AI Chernodubov… - Forests, 2020 - mdpi.com
The breeding of forest trees is only a few decades old, and is a much more complicated,
longer, and expensive endeavor than the breeding of agricultural crops. One breeding cycle …

[HTML][HTML] Achievements and challenges of genomics-assisted breeding in forest trees: From marker-assisted selection to genome editing

S Ahmar, P Ballesta, M Ali, F Mora-Poblete - International Journal of …, 2021 - mdpi.com
Forest tree breeding efforts have focused mainly on improving traits of economic importance,
selecting trees suited to new environments or generating trees that are more resilient to …

[HTML][HTML] Evaluation of the efficiency of genomic versus pedigree predictions for growth and wood quality traits in Scots pine

A Calleja-Rodriguez, J Pan, T Funda, Z Chen, J Baison… - BMC genomics, 2020 - Springer
Background Genomic selection (GS) or genomic prediction is a promising approach for tree
breeding to obtain higher genetic gains by shortening time of progeny testing in breeding …

Toward genomic selection in Pinus taeda: Integrating resources to support array design in a complex conifer genome

M Caballero, E Lauer, J Bennett… - Applications in Plant …, 2021 - Wiley Online Library
Premise An informatics approach was used for the construction of an Axiom genotyping
array from heterogeneous, high‐throughput sequence data to assess the complex genome …

[HTML][HTML] Multiple-trait analyses improved the accuracy of genomic prediction and the power of genome-wide association of productivity and climate change-adaptive …

EP Cappa, C Chen, JG Klutsch, J Sebastian-Azcona… - BMC genomics, 2022 - Springer
Background Genomic prediction (GP) and genome-wide association (GWA) analyses are
currently being employed to accelerate breeding cycles and to identify alleles or genomic …

Genomic prediction of complex traits in perennial plants: a case for forest trees

F Isik - Genomic prediction of complex traits: Methods and …, 2022 - Springer
This chapter provides an overview of the genomic selection progress in long-lived forest tree
species. Factors affecting the prediction accuracy in genomic prediction are assessed with …

[HTML][HTML] Integrating genomic information and productivity and climate-adaptability traits into a regional white spruce breeding program

EP Cappa, JG Klutsch, J Sebastian-Azcona… - PLoS …, 2022 - journals.plos.org
Tree improvement programs often focus on improving productivity-related traits; however,
under present climate change scenarios, climate change-related (adaptive) traits should …

[HTML][HTML] Favorable conditions for genomic evaluation to outperform classical pedigree evaluation highlighted by a proof-of-concept study in poplar

M Pégard, V Segura, F Muñoz, C Bastien… - Frontiers in plant …, 2020 - frontiersin.org
Forest trees like poplar are particular in many ways compared to other domesticated
species. They have long juvenile phases, ongoing crop-wild gene flow, extensive …