Atmospheric Measurement Techniques
Atmospheric Measurement Techniques
AMT
Articles | Volume 11, issue 11
Articles | Volume 11, issue 11
https://doi.org/10.5194/amt-11-6351-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/amt-11-6351-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume 11, issue 11
Research article
 | 
28 Nov 2018
Research article |  | 28 Nov 2018

Testing the performance of field calibration techniques for low-cost gas sensors in new deployment locations: across a county line and across Colorado

Joanna Gordon Casey and Michael P. Hannigan

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Short summary
Low-cost sensors have the potential to improve understanding of air quality in complex regions like oil and gas production basins. Regression methods have been used to quantify pollutants from sensor signals, but these methods have not been tested when sensors are moved to new sampling locations, away from model training locations. We use sensor data collected at multiple sites to test how well these field calibration methods perform when they are extended to new locations and times.
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