Stephanie J. Wilson, Ben Bond-Lamberty, Genevieve Noyce, Roberta Bittencourt Peixoto, J. Patrick Megonigal
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引用次数: 0
摘要
温室气体通量是地球自然气候的重要组成部分,但人为排放造成了不平衡,导致全球气候变化。量化这些气体的排放对我们了解其自然和人为来源和吸收汇至关重要。静态室法是将相关系统封闭起来,随时间测量气体浓度的方法,被广泛用于估算温室气体的通量。随着支持高频浓度数据的红外气体分析仪(IRGA)等仪器的发展,对计算通量的开源工作流程的需求日益增长。在此,我们介绍一个 R 软件包 fluxfinder,旨在支持以静态室方法测量的温室气体通量的可重复计算和处理。该软件包包括来自广泛使用的 IRGA 的原始数据文件解析、元数据匹配、单位转换、通量估算和初始质量保证/质量控制(QA/QC)。诊断图提供了一种透明的方法来区分测量问题和非线性行为。该软件包还可与 gasfluxes 软件包轻松集成,以进一步拟合非线性浓度-时间模型,从而实现替代或额外的流量质量保证/质量控制。fluxfinder 软件包提供了一个灵活的工作流程,易于调整,以促进温室气体通量估算的公开性和可重复性。
fluxfinder: An R Package for Reproducible Calculation and Initial Processing of Greenhouse Gas Fluxes From Static Chamber Measurements
Fluxes of greenhouse gases are a critical component of the earth's natural climate, but anthropogenic emissions have created an imbalance and resulted in global climate change. Quantifying the emission of these gases is vital to our understanding of their sources and sinks, both natural and anthropogenic. The static chamber method, in which a system of interest is enclosed, and gas concentrations are measured over time, is widely used to estimate fluxes of greenhouse gases. With the development of instruments such as infrared gas analyzers (IRGAs) supporting high-frequency concentration data, there is a growing need for open-source workflows to calculate fluxes. Here we present fluxfinder, an R package designed to support reproducible calculations and processing of greenhouse gas fluxes measured with the static chamber method. The package includes raw data file parsing from widely used IRGAs, metadata matching, unit conversion, flux estimations, and initial quality assurance/quality control (QA/QC). Diagnostic graphical plots provide a transparent way to differentiate between measurement issues and nonlinear behavior. The package is also designed to be easily integrated with the gasfluxes package for further fitting of nonlinear concentration-time models, allowing alternative or additional flux QA/QC. The fluxfinder package offers a flexible workflow that is easily adaptable to promote open and reproducible greenhouse gas flux estimations.
期刊介绍:
JGR-Biogeosciences focuses on biogeosciences of the Earth system in the past, present, and future and the extension of this research to planetary studies. The emerging field of biogeosciences spans the intellectual interface between biology and the geosciences and attempts to understand the functions of the Earth system across multiple spatial and temporal scales. Studies in biogeosciences may use multiple lines of evidence drawn from diverse fields to gain a holistic understanding of terrestrial, freshwater, and marine ecosystems and extreme environments. Specific topics within the scope of the section include process-based theoretical, experimental, and field studies of biogeochemistry, biogeophysics, atmosphere-, land-, and ocean-ecosystem interactions, biomineralization, life in extreme environments, astrobiology, microbial processes, geomicrobiology, and evolutionary geobiology