Overcoming barriers in long-term, continuous monitoring of soil CO2 flux: a low-cost sensor system

IF 4.3 2区 农林科学 Q1 SOIL SCIENCE
Soil Pub Date : 2025-09-25 DOI:10.5194/soil-11-639-2025
Thi Thuc Nguyen, Nadav Bekin, Ariel Altman, Martin Maier, Nurit Agam, Elad Levintal
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Abstract

Abstract. Soil CO2 flux (Fs) is a carbon cycling metric crucial for assessing ecosystem carbon budgets and global warming. However, global Fs datasets often suffer from low temporal-spatial resolution, as well as from spatial bias. Fs observations are severely deficient in tundra and dryland ecosystems due to financial and logistical constraints of current methods for Fs quantification. In this study, we introduce a novel, low-cost sensor system (LC-SS) for long-term, continuous monitoring of soil CO2 concentration and flux. The LC-SS, built from affordable, open-source hardware and software, offers a cost-effective solution (∼ USD 700 and ∼ 50 h for assembling and troubleshooting), accessible to low-budget users, and opens the scope for research with a large number of sensor system replications. The LC-SS was tested over ∼ 6 months in arid soil conditions, where fluxes are small, and accuracy is critical. CO2 concentration and soil temperature were measured at 10 min intervals at depths of 5 and 10 cm. The LC-SS demonstrated high stability during the tested period. Both diurnal and seasonal soil CO2 concentration variabilities were observed, highlighting the system's capability of continuous, long-term, in-situ monitoring of soil CO2 concentration. In addition, Fs was calculated using the measured CO2 concentration via the gradient method and validated with Fs measured by the flux chamber method using the well-accepted LI-COR gas analyzer system. Gradient method Fs was in good agreement with flux chamber Fs (RMSE = 0.15 µmol m−2 s−1), highlighting the potential for alternative or concurrent use of the LC-SS with current methods for Fs estimation – particularly in environments characterized by consistently low soil water content, such as drylands. Leveraging the accuracy and cost-effectiveness of the LC-SS (below 10 % of automated gas analyzer system cost), strategic implementation of LC-SSs could be a promising means to effectively increase the number of measurements, spatially and temporally, ultimately aiding in bridging the gap between global Fs uncertainties and current measurement limitations.
克服长期持续监测土壤二氧化碳通量的障碍:一种低成本的传感器系统
摘要。土壤CO2通量(Fs)是评估生态系统碳收支和全球变暖的重要碳循环指标。然而,全球Fs数据集往往存在低时空分辨率和空间偏差的问题。由于目前的Fs量化方法在财政和后勤方面的限制,在冻土带和旱地生态系统中Fs观测严重不足。在本研究中,我们介绍了一种新型的低成本传感器系统(LC-SS),用于长期、连续监测土壤二氧化碳浓度和通量。LC-SS由经济实惠的开源硬件和软件构建,提供了具有成本效益的解决方案(约700美元和约50小时的组装和故障排除时间),适用于低预算用户,并通过大量传感器系统复制打开了研究范围。LC-SS在干旱土壤条件下进行了约6个月的测试,其中通量很小,准确性至关重要。在5 cm和10 cm深度每隔10 min测量CO2浓度和土壤温度。LC-SS在测试期间表现出较高的稳定性。观测了土壤CO2浓度的日变化和季节变化,突出了系统连续、长期、原位监测土壤CO2浓度的能力。此外,利用梯度法测量的CO2浓度计算Fs,并利用公认的LI-COR气体分析仪系统的通量室法测量Fs进行验证。梯度法Fs与通量室Fs非常一致(RMSE = 0.15µmol m−2 s−1),突出了LC-SS与当前估算Fs方法的替代或同时使用的潜力,特别是在土壤含水量持续较低的环境中,如旱地。利用LC-SS的准确性和成本效益(低于自动化气体分析仪系统成本的10%),LC-SS的战略实施可能是一种有前途的手段,可以有效地增加空间和时间上的测量数量,最终有助于弥合全球f不确定性和当前测量限制之间的差距。
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来源期刊
Soil
Soil Agricultural and Biological Sciences-Soil Science
CiteScore
10.80
自引率
2.90%
发文量
44
审稿时长
30 weeks
期刊介绍: SOIL is an international scientific journal dedicated to the publication and discussion of high-quality research in the field of soil system sciences. SOIL is at the interface between the atmosphere, lithosphere, hydrosphere, and biosphere. SOIL publishes scientific research that contributes to understanding the soil system and its interaction with humans and the entire Earth system. The scope of the journal includes all topics that fall within the study of soil science as a discipline, with an emphasis on studies that integrate soil science with other sciences (hydrology, agronomy, socio-economics, health sciences, atmospheric sciences, etc.).
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