Scholarly record
INTRA-SITE VARIATION IN TREE RINGS OF LARCH (LARIX DECIDUA MILL.) FROM POLISH CARPATHIAN MOUNTAINS
Abstract
In this study the intra-site variations in climatic signal observed in tree rings of larch from the Polish Carpathian Mountains were analyzed. To identify the differences between tree-ring growth of particular trees within each of analyzed sites, the descriptive analysis, visualizations, Factor Analysis (FA), Principal Component Analysis (PCA) and Independent Component Analysis were used. For evaluating observed differences the clustering methods (k-mean, EM, c-mean, Kohonen Artificial Neural Network) with ANOVA analysis were carried out. The climateпїЅgrowth relationship analysis was performed to identify climatic factors that have a dominant influence on tree-ring growth of trees from clusters separated within sites. The analysis enabled to identify and separate the groups of trees that respond differently to climatic factors. The obtained results for particular sites were compared and discussed.
Publication Impact Profile
Publication details
References7
Biondi F., Waikul ., DENDROCLIM2002: a C++ program for statistical calibration of climate signals in tree-ring chronologies. Comput. and Geosci., vol. 30 / issue 3, pp 303-311 2004.
Danek M., Chuchro M. Climatic signal in larch (Larix decidua Mill.) from low and medium altitudes of Carpathian and Sudetes Mountains. EURODENDRO 2015: International Conference on Dendrochronology : climate and human history in the Mediterranean Basin : 18–23 October 2015, Antalya, Turkey, 2015.
Danek M., Chuchro M., Dendroclimatic signal in tree-ring sequences of larches from eastern part of the Carpathians in Poland. Studia i Materiały CEPL w Rogowie vol. 47 no. 2, pp 35-42, 2016, (in Polish with English abstract).
Filippo A. D., Biondi F., Čufar K., Luis M., Grabner M., Maugeri M., Saba E. P. Schirone B., Piovesan G. Bioclimatology of beech (Fagus sylvatica L.) in Eastern Alps: spatial and altitudinal climatic signals identified through a tree-ring network. Journal of Biogeography vol. 34, pp 1873-1892, 2007.
Mitchell T., Carter T. R., Jones P., Hulme M. A comprehensive set of high-resolution grids of monthly climate for Europe and the globe: the observed record (1901-2000) and 16 scenarios (2001-2100). Tyndall Centre Working Paper No. 55, 2004.
Tran T. J., Bruening J. M., Bunn A. G., Salzer M. W., Weiss S. B., Cluster analysis and topoclimate modeling to examine bristlecone pine tree-ring growth signals in the Great Basin, USA, Environmental Research Letters, vol 12, 2017, 014007.
Witten F., Data Mining: Practical machine learning tools and techniques, Morgan Kaufmann, 2nd Edition, 2005.
Citing literature
Number of times cited according to Crossref: 1
View or Download full articleAccess options
SWS access login
Login as SWS Scientific CommitteeLogin as SWS Scientific PartnerLogin as SWS AuthorAuthors and approved SWS contributors will read and export their own linked papers after identity matching by SWS profile, email and SGEM GlobalID.
For librarian assistance: [email protected]
Purchase Instant Access
- Article can be downloaded after successful payment.
- Article may be used according to SWS library access terms.
- Article cannot be redistributed.


