Advancing dendrochronology with R: an overview of packages and future perspectives

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985939%3A_____%2F25%3A00636645" target="_blank" >RIV/67985939:_____/25:00636645 - isvavai.cz</a>

Nalezeny alternativní kódy

RIV/60460709:41320/25:103825 RIV/60076658:12310/25:43909970

Výsledek na webu

<a href="https://doi.org/10.3389/fevo.2025.1593675" target="_blank" >https://doi.org/10.3389/fevo.2025.1593675</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.3389/fevo.2025.1593675" target="_blank" >10.3389/fevo.2025.1593675</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Advancing dendrochronology with R: an overview of packages and future perspectives

Popis výsledku v původním jazyce

Modern analytical tools are essential for advancing research and facilitating interdisciplinary collaboration. The R software serves as a comprehensive solution for statistical computing and graphics in all scientific disciplines, including dendrochronology. Beyond managing traditional tasks like data processing, analysis, and results visualization, R is pivotal in integrating innovative techniques, such as multi-proxy datasets, artificial intelligence or machine learning, to address emerging challenges in tree-ring research. However, a comprehensive overview of R's functionalities in dendrochronology is lacking, despite its growing importance and increasing role in interdisciplinary research. Here we present an overview of 38 R packages relevant to tree-ring research, categorized by functionality. For each R package, concise descriptions and examples of usage are provided to facilitate the identification and selection of suitable tools for researchers, academicians, and students within and outside the field. We further discuss the transformative potential of R in building a centralized, open-access ecosystem, emphasizing its role in standardizing workflows, enhancing reproducibility, and expanding dendrochronology's integration with other scientific disciplines in a digital era. We propose that these advancements not only streamline dendrochronological workflows but also provide valuable insights for addressing global environmental and ecological challenges.

Název v anglickém jazyce

Advancing dendrochronology with R: an overview of packages and future perspectives

Popis výsledku anglicky

Modern analytical tools are essential for advancing research and facilitating interdisciplinary collaboration. The R software serves as a comprehensive solution for statistical computing and graphics in all scientific disciplines, including dendrochronology. Beyond managing traditional tasks like data processing, analysis, and results visualization, R is pivotal in integrating innovative techniques, such as multi-proxy datasets, artificial intelligence or machine learning, to address emerging challenges in tree-ring research. However, a comprehensive overview of R's functionalities in dendrochronology is lacking, despite its growing importance and increasing role in interdisciplinary research. Here we present an overview of 38 R packages relevant to tree-ring research, categorized by functionality. For each R package, concise descriptions and examples of usage are provided to facilitate the identification and selection of suitable tools for researchers, academicians, and students within and outside the field. We further discuss the transformative potential of R in building a centralized, open-access ecosystem, emphasizing its role in standardizing workflows, enhancing reproducibility, and expanding dendrochronology's integration with other scientific disciplines in a digital era. We propose that these advancements not only streamline dendrochronological workflows but also provide valuable insights for addressing global environmental and ecological challenges.

Druh

J_imp - Článek v periodiku v databázi Web of Science

CEP obor

—

OECD FORD obor

10618 - Ecology

Projekt

<a href="/cs/project/GA25-15727S" target="_blank" >GA25-15727S: Může migrace tropických cyklón směrem k pólům podpořit šíření temperátních lesů, a tím vyvážit ústup jižních boreálních lesů způsobený oteplením?</a><br>

Návaznosti

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Rok uplatnění

2025

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název periodika

Frontiers in Ecology and Evolution

ISSN

2296-701X

e-ISSN

2296-701X

Svazek periodika

13

Číslo periodika v rámci svazku

MAY 21 2025

Stát vydavatele periodika

CH - Švýcarská konfederace

Počet stran výsledku

16

Strana od-do

1593675

Kód UT WoS článku

001503810300001

EID výsledku v databázi Scopus

2-s2.0-105007302710