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Atmospheric Measurement Techniques An interactive open-access journal of the European Geosciences Union
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Volume 10, issue 7 | Copyright
Atmos. Meas. Tech., 10, 2383-2395, 2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.

Research article 03 Jul 2017

Research article | 03 Jul 2017

Evaluation and environmental correction of ambient CO2 measurements from a low-cost NDIR sensor

Cory R. Martin1, Ning Zeng1,2, Anna Karion3, Russell R. Dickerson1,2, Xinrong Ren1,4, Bari N. Turpie1, and Kristy J. Weber1,a Cory R. Martin et al.
  • 1Department of Atmospheric and Oceanic Science, University of Maryland, College Park, MD 20742, USA
  • 2Earth System Science Interdisciplinary Center, University of Maryland, College Park, MD 20742, USA
  • 3National Institute of Standards and Technology, Gaithersburg, MD 20899, USA
  • 4Air Resources Laboratory, National Oceanic and Atmospheric Administration, College Park, MD 20740, USA
  • anow at: Department of Geography, University of Colorado at Boulder, Boulder, CO 80309, USA

Abstract. Non-dispersive infrared (NDIR) sensors are a low-cost way to observe carbon dioxide concentrations in air, but their specified accuracy and precision are not sufficient for some scientific applications. An initial evaluation of six SenseAir K30 carbon dioxide NDIR sensors in a lab setting showed that without any calibration or correction, the sensors have an individual root mean square error (RMSE) between  ∼ 5 and 21 parts per million (ppm) compared to a research-grade greenhouse gas analyzer using cavity enhanced laser absorption spectroscopy. Through further evaluation, after correcting for environmental variables with coefficients determined through a multivariate linear regression analysis, the calculated difference between the each of six individual K30 NDIR sensors and the higher-precision instrument had an RMSE of between 1.7 and 4.3ppm for 1min data. The median RMSE improved from 9.6 for off-the-shelf sensors to 1.9ppm after correction and calibration, demonstrating the potential to provide useful information for ambient air monitoring.

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Short summary
A low-cost sensor for measuring carbon dioxide is evaluated for its performance in detecting concentrations in Earth's atmosphere. After a multivariate regression correcting for environmental variables, the root mean square error between it and a research-grade gas analyzer is less than 0.5 % of the observed average value. This demonstrates the viability for using these sensors in certain real-world atmospheric observing applications.
A low-cost sensor for measuring carbon dioxide is evaluated for its performance in detecting...