Quality control of eddy covariance fluxes of two ecosystem types with local flux-variance similarity functions in West Africa

IF 4.5 2区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES
Ossénatou Mamadou , Miriam Hounsinou , Djidjoho Renaud Roméo Koukoui , Jean-Martial Cohard , Simon Afouda , Romain Biron , Jean Kempf , Théodore Ouani , Basile Kounouhewa
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Abstract

Ecosystem capacity studies for carbon sequestration and water extraction are largely conditioned by Eddy Covariance (EC) measurement availability and quality. Our study aims at evaluating several procedures of EC data qualification. Indeed, quality control of EC data is generally ensured by stationarity and well-developed turbulence tests. The latter is based on integral turbulence characteristic (ITC) models. In this study, we revisited the quality control procedure using locally established ITC models for wind speed components and atmospheric scalars (temperature, humidity and carbon dioxide molar densities) in unstable and stable conditions. We also considered the interdependence of flux qualities because of the corrections applied to fluxes during their preprocessing. The analyses were carried out using one year of data collected above a woodland forest and mixed crop sites, both situated in Northern Benin, West Africa. From these analyzes we note that the quality flags vary depending on the use of local or existing ITC models. Also, the test of turbulence development on atmospheric scalars, previously neglected, is of great importance in the quality control of data. Thus, taking into account the ITC models associated with the atmospheric scalars established locally in the well-developed turbulence test as well as taking into account the interdependence of the flux quality have considerably improved the standard quality control procedure used in effectively filtering unrealistic flux data while keeping a considerable percentage of good and medium quality data.
利用西非当地通量-方差相似函数对两种生态系统类型的涡度协方差通量进行质量控制
固碳和取水的生态系统能力研究在很大程度上取决于涡度协方差(EC)测量的可用性和质量。我们的研究旨在评估几种涡度协方差数据鉴定程序。事实上,EC 数据的质量控制一般由静止性和完善的湍流测试来保证。后者以整体湍流特性(ITC)模型为基础。在本研究中,我们利用当地建立的不稳定和稳定条件下的风速分量和大气标量(温度、湿度和二氧化碳摩尔密度)ITC 模型,重新审视了质量控制程序。我们还考虑了通量质量之间的相互依存关系,因为在通量预处理期间对其进行了修正。分析使用了在林地森林和混合作物地点收集的一年数据,这两个地点都位于西非贝宁北部。从这些分析中我们注意到,质量标志因使用当地或现有的 ITC 模型而异。此外,以前被忽视的大气标量湍流发展测试在数据质量控制方面也非常重要。因此,在完善的湍流测试中考虑到与当地建立的大气标量相关的 ITC 模型,并考虑到通量质量的相互依存性,大大改进了标准质量控制程序,有效过滤了不切实际的通量数据,同时保留了相当比例的优质和中等质量数据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Atmospheric Research
Atmospheric Research 地学-气象与大气科学
CiteScore
9.40
自引率
10.90%
发文量
460
审稿时长
47 days
期刊介绍: The journal publishes scientific papers (research papers, review articles, letters and notes) dealing with the part of the atmosphere where meteorological events occur. Attention is given to all processes extending from the earth surface to the tropopause, but special emphasis continues to be devoted to the physics of clouds, mesoscale meteorology and air pollution, i.e. atmospheric aerosols; microphysical processes; cloud dynamics and thermodynamics; numerical simulation, climatology, climate change and weather modification.
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