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DENDRO-SPEC project: Spectroscopic methods for rapid
                phenotyping of trees refl ecting their ecological resilience


        Jakub Sandak  , Edit Földvári-Nagy  , Rene Herrera Díaz  , Anna Sandak  , Elena Cvetanoska  ,
                                                                                         1
                                                                                                               2
                                               1,2
                        1*
                                                                       1
            Witold Wachowiak  ,  Agnieszka Jankowska  , Włodzimierz Buraczyk  , Paweł Kozakiewicz           4
                                                                                     4
                                                           4
                                3
       1  InnoRenew CoE, Izola, Slovenia, jakub.sandak@innorenew.eu, edit.foldvari-nagy@innorenew.eu, rene.herdiaz@innorenew.eu,
       anna.sandak@innorenew.eu
       2  University of Primorska, Koper, Slovenia, edit.foldvari-nagy@iam.upr.si, 89212001@student.upr.si
       3  Polish Academy of Science, Institute of Dendrology, Kornik, Poland witoldw@man.poznan.pl
       4  Warsaw University of Life Sciences, Institute of Wood Science and Furniture Making, Warsaw, Poland agnieszka_jankowska@sggw.edu.pl,
       wlodzimierz_buraczyk@sggw.edu.pl, pawel_kozakiewicz@sggw.edu.pl


       The DENDRO-SPEC project is a comprehensive study aimed at understanding the genetic factors that infl uence
       the traits and adaptability of Scots pine trees, particularly in response to climate change. The project’s main
       objectives are to investigate the effects of genetic variations on tree properties, analyse wood samples using
       near-infrared spectroscopy (NIR), and understand the genetic, morphological, and anatomical features that
       contribute to a tree’s resilience to drought and high temperatures.


       The project employs microsatellite DNA markers (SSR) and genetic association analysis, including a large
       database of single nucleotide site polymorphisms (SNP), to understand the genetic factors. This approach helps
       to uncover neutral genetic variations within and between different Scots pine populations, providing insight into
       the genetic basis for ecotype differences and establishing links between observable traits and genetic variations
       (Kozakiewicz et al., 2020) .

       The project aims to establish a measurement protocol for wood samples using NIR spectroscopy  (Sandak et al.,
       2011).  For this purpose, a unique set of wood samples from 50-year-old trees, representing various national
       Scots pine populations and all grown under the same conditions will be measured. The wood samples will be
       characterised using NIR spectroscopy that will indirectly assess technical characteristics and phenotypes
       and will balance data quality with ease of data acquisition. The ambition of the DENDRO-SPEC project is to
       develop a new methodology for quickly, accurately, and non-destructively predicting wood quality. By combining
       genetic studies with advanced spectroscopic techniques, the project aims to enhance our understanding of how

       trees adapt to climate change. The results could have significant implications for sustainable forest resource
       management and effective tree breeding programs in response to changing environmental conditions.


       Keywords: Pinus sylvestris, morphological features, wood properties, spectroscopic methods, hyperspectral imaging


       Acknowledgment: The authors gratefully acknowledge receiving funding from ARRS - Slovenian Research Agency,
       under the Project N4-0274 DENDROSPEC


       REFERENCES


         Kozakiewicz, P., Jankowska, A., Mamiński, M., Marciszewska, K., Ciurzycki, W., Tulik, M., 2020. The Wood of Scots Pine
       (Pinus sylvestris L.) from Post-Agricultural Lands Has Suitable Properties for the Timber Industry. Forests 11, 1033.

       Sandak, A., Sandak, J., Negri, M., 2011. Relationship between near-infrared (NIR) spectra and the geographical provenance
       of timber. Wood Sci Technol 45, 35–48.

                           11–12 SEPTEMBER 2024               I   IZOLA, SLOVENIA                               7
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