{"database":"biostudies-literature","file_versions":[],"scores":null,"additional":{"omics_type":["Unknown"],"volume":["4"],"submitter":["Yan R"],"pubmed_abstract":["In forestry genetics and industry, tree morphological traits such as height, crown size, and shape are critical for understanding growth dynamics and productivity. Traditional methods for measuring these traits are limited in efficiency, scalability, and accuracy, posing challenges for large-scale forest assessments. This study focuses on integrating unmanned aerial vehicle (UAV) technology with GWAS to improve genomic association studies in slash pine (<i>Pinus elliottii</i>). Seven key morphological traits have been identified (canopy area (CA), crown base height (CBH), crown length (CL), canopy volume (CV), crown width (CW), crown width height (CWH), and tree height (H)) through advanced UAV-based phenotyping. These associations account for a remarkable range of heritability in slash pi"],"journal":["Forestry research"],"pagination":["e025"],"full_dataset_link":["https://www.ebi.ac.uk/biostudies/studies/S-EPMC11524239"],"repository":["biostudies-literature"],"pubmed_title":["Enhancing genomic association studies in slash pine through close-range UAV-based morphological phenotyping."],"pmcid":["PMC11524239"],"pubmed_authors":["Li Y","Dong Y","Diao S","Wu C","Xu C","Luan Q","Yan R"],"additional_accession":[]},"is_claimable":false,"name":"Enhancing genomic association studies in slash pine through close-range UAV-based morphological phenotyping.","description":"In forestry genetics and industry, tree morphological traits such as height, crown size, and shape are critical for understanding growth dynamics and productivity. Traditional methods for measuring these traits are limited in efficiency, scalability, and accuracy, posing challenges for large-scale forest assessments. This study focuses on integrating unmanned aerial vehicle (UAV) technology with GWAS to improve genomic association studies in slash pine (<i>Pinus elliottii</i>). Seven key morphological traits have been identified (canopy area (CA), crown base height (CBH), crown length (CL), canopy volume (CV), crown width (CW), crown width height (CWH), and tree height (H)) through advanced UAV-based phenotyping. These associations account for a remarkable range of heritability in slash pi","dates":{"release":"2024-01-01T00:00:00Z","publication":"2024","modification":"2026-07-16T19:52:57.618Z","creation":"2026-07-09T13:14:51.017Z"},"accession":"S-EPMC11524239","cross_references":{"pubmed":["39524429"],"doi":["10.48130/forres-0024-0022"]}}