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PhotoGEA: An R Package for Closer Fitting of Photosynthetic Gas Exchange Data With Non‐Gaussian Confidence Interval Estimation
Author(s) -
Lochocki Edward B.,
SalesseSmith Coralie E.,
McGrath Justin M.
Publication year - 2025
Publication title -
plant, cell and environment
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 2.646
H-Index - 200
eISSN - 1365-3040
pISSN - 0140-7791
DOI - 10.1111/pce.15501
Subject(s) - curve fitting , range (aeronautics) , gaussian , limiting , gaussian function , computer science , algorithm , variable (mathematics) , confidence interval , data point , interval (graph theory) , statistics , mathematics , machine learning , chemistry , materials science , engineering , computational chemistry , combinatorics , mechanical engineering , mathematical analysis , composite material
ABSTRACT Fitting mechanistic models, such as the Farquhar‐von‐Caemmerer‐Berry model, to experimentally measured photosynthetic CO 2 response curves ( A ‐ C i curves) is a widely used technique for estimating the values of key leaf biochemical parameters and determining limitations to photosynthesis in vivo. Here, we present PhotoGEA , an R package with tools for C 3 A ‐ C i , C 3 Variable J and C 4 A ‐ C i curve fitting. In contrast to existing software, these automated tools use derivative‐free optimizers to ensure close fits and they calculate non‐Gaussian confidence intervals to indicate which parameter values are most reliable. Results from PhotoGEA 's C 3 A ‐ C i curve fitting tool are compared against other available tools, where it is found to achieve the closest fits and most reasonable parameter estimates across a range of curves with different characteristics. PhotoGEA 's C 3 Variable J and C 4 A ‐ C i fitting tools are also presented, demonstrating how they can provide insights into mesophyll conductance and the processes limiting C 4 photosynthesis at high CO 2 concentrations. PhotoGEA enables users to develop data analysis pipelines for efficiently reading, processing, fitting and analysing photosynthetic gas exchange measurements. It includes extensive documentation and example scripts to help new users become proficient as quickly as possible.

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