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Journal Article

Picturing local adaptation: Spectral and structural traits from drone remote sensing reveal clinal responses to climate transfer in common‐garden trials of interior spruce ( Picea engelmannii × glauca )

Samuel Grubinger; Nicholas C. Coops; Gregory A. O'Neill
Global Change Biology · Vol. 29, Issue 17 · pp. 4842-4860 · 2023

Abstract

Common‐garden trials of forest trees provide phenotype data used to assess growth and local adaptation; this information is foundational to tree breeding programs, genecology, and gene conservation. As jurisdictions consider assisted migration strategies to match populations to suitable climates, in situ progeny and provenance trials provide experimental evidence of adaptive responses to climate change. We used drone technology, multispectral imaging, and digital aerial photogrammetry to quantify spectral traits related to stress, photosynthesis, and carotenoids, and structural traits describing crown height, size, and complexity at six climatically disparate common‐garden trials of interior spruce ( Picea engelmannii × glauca ) in western Canada. Through principal component analysis, we identified key components of climate related to temperature, moisture, and elevational gradients. Phenotypic clines in remotely sensed traits were analyzed as trait correlations with provenance climate transfer distances along principal components (PCs). We used traits showing clinal variation to model best linear unbiased predictions for tree height ( R 2 = .98–.99, root mean square error [RMSE] = 0.06–0.10 m) and diameter at breast height (DBH, R 2 = .71–.97, RMSE = 2.57–3.80 mm) and generated multivariate climate transfer functions with the model predictions. Significant ( p

Bibliographic Information

JournalGlobal Change Biology
PublisherWiley
Publication Date2023-09-01
Publication Year2023
Volume29
Issue17
Pages4842-4860
Document TypeJournal Article
Print ISSN1354-1013
eISSN1365-2486
DOI10.1111/gcb.16855
SubjectConservation Science

Access Information

NARA Access Coverage1997-01-01~Current
Journal Homepagehttps://onlinelibrary.wiley.com/loi/13652486
Publisher PageOpen Publisher Page
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