Combining Dendrometer Series and Xylogenesis Imagery—DevX, a Simple Visualization Tool to Explore Plant Secondary Growth Phenology

Determining the effect of a changing climate on tree growth will ultimately depend on our understanding of wood formation processes and how they can be affected by environmental conditions. In this context, monitoring intra-annual radial growth with high temporal resolution through point dendrometer...

Full description

Bibliographic Details
Main Authors: Roberto Cruz-García, Angela Balzano, Katarina Čufar, Tobias Scharnweber, Marko Smiljanić, Martin Wilmking
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-10-01
Series:Frontiers in Forests and Global Change
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/ffgc.2019.00060/full
id doaj-0348b75088c44c91942eaab16f0dfd4b
record_format Article
spelling doaj-0348b75088c44c91942eaab16f0dfd4b2020-11-25T01:42:16ZengFrontiers Media S.A.Frontiers in Forests and Global Change2624-893X2019-10-01210.3389/ffgc.2019.00060482592Combining Dendrometer Series and Xylogenesis Imagery—DevX, a Simple Visualization Tool to Explore Plant Secondary Growth PhenologyRoberto Cruz-García0Angela Balzano1Katarina Čufar2Tobias Scharnweber3Marko Smiljanić4Martin Wilmking5Landscape Ecology and Ecosystem Dynamics, Institute of Botany and Landscape Ecology, University of Greifswald, Greifswald, GermanyDepartment of Wood Science and Technology, Biotechnical Faculty, University of Ljubljana, Ljubljana, SloveniaDepartment of Wood Science and Technology, Biotechnical Faculty, University of Ljubljana, Ljubljana, SloveniaLandscape Ecology and Ecosystem Dynamics, Institute of Botany and Landscape Ecology, University of Greifswald, Greifswald, GermanyLandscape Ecology and Ecosystem Dynamics, Institute of Botany and Landscape Ecology, University of Greifswald, Greifswald, GermanyLandscape Ecology and Ecosystem Dynamics, Institute of Botany and Landscape Ecology, University of Greifswald, Greifswald, GermanyDetermining the effect of a changing climate on tree growth will ultimately depend on our understanding of wood formation processes and how they can be affected by environmental conditions. In this context, monitoring intra-annual radial growth with high temporal resolution through point dendrometers has often been used. Another widespread approach is the microcoring method to follow xylem and phloem formation at the cellular level. Although both register the same biological process (secondary growth), given the limitations of each method, each delivers specific insights that can be combined to obtain a better picture of the process as a whole. To explore the potential of visualizing combined dendrometer and histological monitoring data and scrutinize intra-annual growth data on both dimensions (dendrometer → continuous; microcoring → discrete), we developed DevX (Dendrometer vs. Xylogenesis), a visualization application using the “Shiny” package in the R programming language. The interactive visualization allows the display of dendrometer curves and the overlay of commonly used growth model fits (Gompertz and Weibull) as well as the calculation of wood phenology estimates based on these fits (growth onset, growth cessation, and duration). Furthermore, the growth curves have interactive points to show the corresponding histological section, where the amount and development stage of the tissues at that particular time point can be observed. This allows to see the agreement of dendrometer derived phenology and the development status at the cellular level, and by this help disentangle shrinkage and swelling due to water uptake from actual radial growth. We present a case study with monitoring data for Acer pseudoplatanus L., Fagus sylvatica L., and Quercus robur L. trees growing in a mixed stand in northeastern Germany. The presented application is an example of the innovative and easy to access use of programming languages as basis for data visualization, and can be further used as a learning tool in the topic of wood formation and its ecology. Combining continuous dendrometer data with the discrete information from histological-sections provides a tool to identify active periods of wood formation from dendrometer series (calibrate) and explore monitoring datasets.https://www.frontiersin.org/article/10.3389/ffgc.2019.00060/fulldendrometermicrocorexylogenesiswood anatomyGompertzWeibull
collection DOAJ
language English
format Article
sources DOAJ
author Roberto Cruz-García
Angela Balzano
Katarina Čufar
Tobias Scharnweber
Marko Smiljanić
Martin Wilmking
spellingShingle Roberto Cruz-García
Angela Balzano
Katarina Čufar
Tobias Scharnweber
Marko Smiljanić
Martin Wilmking
Combining Dendrometer Series and Xylogenesis Imagery—DevX, a Simple Visualization Tool to Explore Plant Secondary Growth Phenology
Frontiers in Forests and Global Change
dendrometer
microcore
xylogenesis
wood anatomy
Gompertz
Weibull
author_facet Roberto Cruz-García
Angela Balzano
Katarina Čufar
Tobias Scharnweber
Marko Smiljanić
Martin Wilmking
author_sort Roberto Cruz-García
title Combining Dendrometer Series and Xylogenesis Imagery—DevX, a Simple Visualization Tool to Explore Plant Secondary Growth Phenology
title_short Combining Dendrometer Series and Xylogenesis Imagery—DevX, a Simple Visualization Tool to Explore Plant Secondary Growth Phenology
title_full Combining Dendrometer Series and Xylogenesis Imagery—DevX, a Simple Visualization Tool to Explore Plant Secondary Growth Phenology
title_fullStr Combining Dendrometer Series and Xylogenesis Imagery—DevX, a Simple Visualization Tool to Explore Plant Secondary Growth Phenology
title_full_unstemmed Combining Dendrometer Series and Xylogenesis Imagery—DevX, a Simple Visualization Tool to Explore Plant Secondary Growth Phenology
title_sort combining dendrometer series and xylogenesis imagery—devx, a simple visualization tool to explore plant secondary growth phenology
publisher Frontiers Media S.A.
series Frontiers in Forests and Global Change
issn 2624-893X
publishDate 2019-10-01
description Determining the effect of a changing climate on tree growth will ultimately depend on our understanding of wood formation processes and how they can be affected by environmental conditions. In this context, monitoring intra-annual radial growth with high temporal resolution through point dendrometers has often been used. Another widespread approach is the microcoring method to follow xylem and phloem formation at the cellular level. Although both register the same biological process (secondary growth), given the limitations of each method, each delivers specific insights that can be combined to obtain a better picture of the process as a whole. To explore the potential of visualizing combined dendrometer and histological monitoring data and scrutinize intra-annual growth data on both dimensions (dendrometer → continuous; microcoring → discrete), we developed DevX (Dendrometer vs. Xylogenesis), a visualization application using the “Shiny” package in the R programming language. The interactive visualization allows the display of dendrometer curves and the overlay of commonly used growth model fits (Gompertz and Weibull) as well as the calculation of wood phenology estimates based on these fits (growth onset, growth cessation, and duration). Furthermore, the growth curves have interactive points to show the corresponding histological section, where the amount and development stage of the tissues at that particular time point can be observed. This allows to see the agreement of dendrometer derived phenology and the development status at the cellular level, and by this help disentangle shrinkage and swelling due to water uptake from actual radial growth. We present a case study with monitoring data for Acer pseudoplatanus L., Fagus sylvatica L., and Quercus robur L. trees growing in a mixed stand in northeastern Germany. The presented application is an example of the innovative and easy to access use of programming languages as basis for data visualization, and can be further used as a learning tool in the topic of wood formation and its ecology. Combining continuous dendrometer data with the discrete information from histological-sections provides a tool to identify active periods of wood formation from dendrometer series (calibrate) and explore monitoring datasets.
topic dendrometer
microcore
xylogenesis
wood anatomy
Gompertz
Weibull
url https://www.frontiersin.org/article/10.3389/ffgc.2019.00060/full
work_keys_str_mv AT robertocruzgarcia combiningdendrometerseriesandxylogenesisimagerydevxasimplevisualizationtooltoexploreplantsecondarygrowthphenology
AT angelabalzano combiningdendrometerseriesandxylogenesisimagerydevxasimplevisualizationtooltoexploreplantsecondarygrowthphenology
AT katarinacufar combiningdendrometerseriesandxylogenesisimagerydevxasimplevisualizationtooltoexploreplantsecondarygrowthphenology
AT tobiasscharnweber combiningdendrometerseriesandxylogenesisimagerydevxasimplevisualizationtooltoexploreplantsecondarygrowthphenology
AT markosmiljanic combiningdendrometerseriesandxylogenesisimagerydevxasimplevisualizationtooltoexploreplantsecondarygrowthphenology
AT martinwilmking combiningdendrometerseriesandxylogenesisimagerydevxasimplevisualizationtooltoexploreplantsecondarygrowthphenology
_version_ 1725037678743781376