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Plantecophys--An R Package for Analysing and Modelling Leaf Gas Exchange Data
1Hawkesbury Institute for the Environment, Western Sydney University, Penrith, NSW, Australia.
Plos One
|November 19, 2015
Summary
The R package plantecophys offers tools for analyzing leaf gas exchange data. It simplifies complex modeling of photosynthesis and stomatal conductance, making plant physiology research more accessible.
Area of Science:
- Plant Physiology
- Computational Biology
- Ecology
Background:
- Leaf gas exchange measurements (photosynthesis, transpiration) are crucial in plant science.
- Analysis often involves complex biophysical models like the Farquhar-von Caemmerer-Berry (FvCB) model and Ball-Berry models.
- Accessibility of these models for researchers can be a barrier.
Purpose of the Study:
- Introduce the R package 'plantecophys' as a comprehensive toolkit for leaf gas exchange data analysis.
- Provide accessible functions for fitting and simulating key plant physiology models.
- Facilitate interpretation of experimental data in plant ecophysiology.
Main Methods:
- Development of an open-source R package, 'plantecophys'.
- Implementation of functions for fitting the FvCB model to A-Ci curves.
- Inclusion of functions for Ball-Berry models, C3/C4 photosynthesis modeling, and optimal stomatal behavior.
- Integration of energy balance calculations using the Penman-Monteith equation.
Main Results:
- The 'plantecophys' package provides accessible tools for fitting and simulating leaf gas exchange models.
- It supports analysis of C3 and C4 photosynthesis, stomatal conductance, and energy balance.
- The package simplifies technically challenging calculations for a wider user base.
Conclusions:
- 'plantecophys' democratizes the analysis of plant gas exchange data.
- The package enhances the ability of researchers to model and interpret plant physiological responses.
- It is freely available on CRAN, promoting wider adoption in plant ecophysiology research.
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