Title: | New features in the dendroTools R package : bootstrapped and partial correlation coefficients for monthly and daily climate data |
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Authors: | ID Jevšenak, Jernej (Author) |
Files: | PDF - Presentation file, download (604,66 KB) MD5: B47BB1C034AC8CACD3AA20C0B9011F13
URL - Source URL, visit https://www.sciencedirect.com/science/article/abs/pii/S1125786520300928?via%3Dihub
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Language: | English |
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Typology: | 1.01 - Original Scientific Article |
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Organization: | SciVie - Slovenian Forestry Institute
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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. |
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Keywords: | dendroTools, daily climate data, partial correlations, bootstrap, dendroclimatology |
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Publication status: | Published |
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Publication version: | Author Accepted Manuscript |
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Year of publishing: | 2020 |
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Number of pages: | 5 str. |
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Numbering: | Vol. 63, article 125753 |
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PID: | 20.500.12556/DiRROS-12455 |
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UDC: | 630*56 |
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ISSN on article: | 1612-0051 |
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DOI: | 10.1016/j.dendro.2020.125753 |
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COBISS.SI-ID: | 28742659 |
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Note: | Nasl. iz nasl. zaslona;
Opis vira z dne 17. 9. 2020;
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Publication date in DiRROS: | 24.09.2020 |
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Views: | 1231 |
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Downloads: | 537 |
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