EXPANSION OF GROWTH VARIABLES FOR LOGISTIC REGRESSION MODELS OF TREE MORTALITY : препринт

Kachaev A.V.; Ovchinnikov D.V.

Дополнительные ссылки: eLibrary

База данных: Каталог библиотеки СФУ

Библиографическое описание: EXPANSION OF GROWTH VARIABLES FOR LOGISTIC REGRESSION MODELS OF TREE MORTALITY : препринт. Version 1 / A. V. Kachaev, D. V. Ovchinnikov. - 2022. - : Б. ц. - Текст : непосредственный.

Аннотация: An extension of growth variables is proposed for logistic regression models of tree mortality using metric measurements of tree ring growth in woody plants. The expansion is carried out due to the formation of additional derivative time series from the series of increments of annual rings of woody plants. Tree-ring standardization methods (Bunn, 2010) and empirical mode decompositions (Donghoh and Hee-Seok, 2018) allow the formation of additional derived time series. Using elementary statistics and derived time series, additional growth variables are generated to compute logistic regression models of tree mortality. On the example of two woody plants (Quércus pétraea and Abies alba Mill.), a significant extension of logistic regression models for further analysis of tree mortality is shown. The formation of growth variables and the search for logistic regression models are implemented in the R software environment using the dplR and EMD libraries.

Год издания: 2022

Авторы: Kachaev A.V. , Ovchinnikov D.V.

Издательство: Zenodo.com

Держатель оригинала документа: Siberian Federal University

Количество экземпляров:

Твёрдая копия издания отсутствует в фонде библиотеки

Показать дополнительные сведения

Extension of growth variables for logistic regression models for tree mortality. Software implementation : препринт

Kachaev A.V.
2021 год

Stand density effects on tree growth and climatic response in Picea obovata Ledeb. plantations : статья из журнала

Kholdaenko Y.A. и др.
2022 год

Tree Rings Reveal the Impact of Soil Temperature on Larch Growth in the Forest-Steppe of Siberia : научное издание

Belokopytova Liliana V. и др.
2021 год

A synthesis of radial growth patterns preceding tree mortality : научное издание

Cailleret M. и др.
2017 год

Climatic Response of Radial Growth of Larix cajanderi in Northern and Central Yakutia : научное издание

Khotcinskaia K.I. и др.
2024 год

Response of model-based cambium phenology and climatic factors to tree growth in the Altai… : статья из журнала

Kang J. и др.
2022 год

Species-and Age-Specific Growth Reactions to Extreme Droughts of the Keystone Tree Species across… : статья из журнала

Belokopytova L.V. и др.
2022 год

Early-Warning Signals of Individual Tree Mortality Based on Annual Radial Growth : научное издание

Cailleret Maxime и др.
2019 год

The buffering effect of the Lake Baikal on climate impact on Pinus sylvestris L. radial growth : статья из журнала

Arzac A. и др.
2022 год

The program-based technological chain of searching for logistic regression models of one variable, tree… : препринт

Kachaev Alexander
2020 год

The structure of the initial data for modeling tree mortality using logistic regression models in the R : препринт

Kachaev A.V.
2021 год

Fire as a Major Factor in Dynamics of Tree-Growth and Stable δ13C and δ18O Variations in Larch in… : статья из журнала

Knorre A.A. и др.
2022 год

Global fading of the temperature–growth coupling at alpine and polar treelines : научное издание

Camarero J.J. и др.
2021 год

Regional Features of the Radial Growth of Scots Pine under Climatic Conditions of the Forest… : статья из журнала

Vakhnina I.L. и др.
2022 год

Intra-annual growth dynamics of Mediterranean pines and junipers determines their climatic… : статья из журнала

Tumajer Jan и др.
2021 год

Intra- and Inter-Annual Growth Patterns of a Mixed Pine-Oak Forest under Mediterranean Climate : научное издание

Martinez-Sancho Elisabet и др.
2021 год

Библиотечно-издательский комплекс СФУ