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Title:New features in the dendroTools R package : bootstrapped and partial correlation coefficients for monthly and daily climate data
Authors:ID Jevšenak, Jernej (Author)
Files:.pdf PDF - Presentation file, download (604,66 KB)
MD5: B47BB1C034AC8CACD3AA20C0B9011F13
 
URL URL - Source URL, visit https://www.sciencedirect.com/science/article/abs/pii/S1125786520300928?via%3Dihub
 
Language:English
Typology:1.01 - Original Scientific Article
Organization:Logo SciVie - Slovenian Forestry Institute
Abstract:Climate-growth relationships are usually analysed using monthly climate data. The dendroTools R package also provides methodological approaches that enable climate-growth analysis for daily climate data. Such analysis reveals more complete climate signal patterns. In this article, new functions of the dendroTools R package are presented. Partial correlation coefficients are now implemented and can be used to calculate the strength of a linear relationship between two variables, while controlling for a third variable. Bootstrapped correlations can then be used to provide insights into the confidence intervals of statistical estimates. The calculation of partial and bootstrapped correlations is available for daily and monthly data. Finally, data transformation, S3 generic plotting and summary functions are also presented here.
Keywords:dendroTools, daily climate data, partial correlations, bootstrap, dendroclimatology
Publication status:Published
Publication version:Author Accepted Manuscript
Year of publishing:2020
Number of pages:5 str.
Numbering:Vol. 63, article 125753
PID:20.500.12556/DiRROS-12455 New window
UDC:630*56
ISSN on article:1612-0051
DOI:10.1016/j.dendro.2020.125753 New window
COBISS.SI-ID:28742659 New window
Note:Nasl. iz nasl. zaslona; Opis vira z dne 17. 9. 2020;
Publication date in DiRROS:24.09.2020
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Downloads:537
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Record is a part of a journal

Title:Dendrochronologia
Shortened title:Dendrochronologia
Publisher:Elsevier
ISSN:1612-0051
COBISS.SI-ID:29669677 New window

Document is financed by a project

Funder:ARRS - Slovenian Research Agency
Project number:P4-0107
Name:Gozdna biologija, ekologija in tehnologija

Funder:ARRS - Slovenian Research Agency
Project number:J4-8216
Name:Mortaliteta v nižinskih hrastovih sestojih Panonske nižine - posledica zniževanja podtalnice ali klimatskih sprememb?

Licences

License:CC BY-NC-ND 4.0, Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
Link:http://creativecommons.org/licenses/by-nc-nd/4.0/
Description:The most restrictive Creative Commons license. This only allows people to download and share the work for no commercial gain and for no other purposes.
Licensing start date:30.10.2020
Applies to:Accepted Author Manuscript (AAM), Post-print

Secondary language

Language:Undetermined
Keywords:dendroTools, dnevni klimatski podatki, parcialni korelacijski koeficienti, zankanje, dendroklimatologija


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