Articles | Volume 16, issue 12
https://doi.org/10.5194/amt-16-3313-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/amt-16-3313-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
30 Jun 2023
Research article |
| 30 Jun 2023
| 30 Jun 2023
Field evaluation of low-cost electrochemical air quality gas sensors under extreme temperature and relative humidity conditions
Roubina Papaconstantinou
Climate and Atmosphere Research Centre, The Cyprus Institute, 2121 Nicosia, Cyprus
Marios Demosthenous
Climate and Atmosphere Research Centre, The Cyprus Institute, 2121 Nicosia, Cyprus
Spyros Bezantakos
Climate and Atmosphere Research Centre, The Cyprus Institute, 2121 Nicosia, Cyprus
Neoclis Hadjigeorgiou
Climate and Atmosphere Research Centre, The Cyprus Institute, 2121 Nicosia, Cyprus
Marinos Costi
Climate and Atmosphere Research Centre, The Cyprus Institute, 2121 Nicosia, Cyprus
Melina Stylianou
Medisell Co Ltd, 2033 Nicosia, Cyprus
Elli Symeou
Medisell Co Ltd, 2033 Nicosia, Cyprus
Chrysanthos Savvides
Department of Labour Inspection, Ministry of Labour Welfare and Social Insurance, 1463 Nicosia, Cyprus
George Biskos
CORRESPONDING AUTHOR
Climate and Atmosphere Research Centre, The Cyprus Institute, 2121 Nicosia, Cyprus
Faculty of Civil Engineering and Geosciences, Delft University of Technology, 2628CN Delft, the Netherlands
Viewed
Total article views: 5,052 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 17 Feb 2023)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 3,605 | 1,274 | 173 | 5,052 | 539 | 208 | 282 |
- HTML: 3,605
- PDF: 1,274
- XML: 173
- Total: 5,052
- Supplement: 539
- BibTeX: 208
- EndNote: 282
Total article views: 3,558 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 30 Jun 2023)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 2,762 | 712 | 84 | 3,558 | 274 | 127 | 131 |
- HTML: 2,762
- PDF: 712
- XML: 84
- Total: 3,558
- Supplement: 274
- BibTeX: 127
- EndNote: 131
Total article views: 1,494 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 17 Feb 2023)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 843 | 562 | 89 | 1,494 | 265 | 81 | 151 |
- HTML: 843
- PDF: 562
- XML: 89
- Total: 1,494
- Supplement: 265
- BibTeX: 81
- EndNote: 151
Viewed (geographical distribution)
Total article views: 5,052 (including HTML, PDF, and XML)
Thereof 4,974 with geography defined
and 78 with unknown origin.
Total article views: 3,558 (including HTML, PDF, and XML)
Thereof 3,484 with geography defined
and 74 with unknown origin.
Total article views: 1,494 (including HTML, PDF, and XML)
Thereof 1,490 with geography defined
and 4 with unknown origin.
| Country | # | Views | % |
|---|
| Country | # | Views | % |
|---|
| Country | # | Views | % |
|---|
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
Cited
33 citations as recorded by crossref.
- Development of a Unified IoT Platform for Assessing Meteorological and Air Quality Data in a Tropical Environment D. Kairuz-Cabrera et al.
- Chemical Detection Using Mobile Platforms and AI-Based Data Processing Technologies D. Noh & E. Oh
- In-situ baseline calibration approach for enhanced data quality of large-scale air sensor monitoring networks H. Mei et al.
- Enhancing the Reliability of NO2 Monitoring Using Low-Cost Sensors by Compensating for Temperature and Humidity Effects D. Alejo Sánchez et al.
- Mapping trends and analyzing key themes in low-cost sensors for air quality monitoring K. Alhasa et al.
- How electrochemical sensors measure up to reference-grade nitrogen dioxide monitors across temporal scales S. Schmitz et al.
- Highly Sensitive Wireless NO2 Gas Sensing System Z. Bizak et al.
- Comparing spatial and temporal variabilities between the Vaisala AQT530 monitor and reference measurements R. Papaconstantinou et al.
- Low-Cost Source Apportionment (LoCoSA) of air pollution - literature review of the state of the art D. Bousiotis et al.
- Measurement report: A complex street-level air quality observation campaign in a heavy-traffic area utilizing the multivariate adaptive regression splines method for field calibration of low-cost sensors P. Bauerová et al.
- Design of a Wireless Cyber–Physical System for Gas Leak Detection With LoRa C. O'Brien et al.
- Calibration and Inter-Unit Consistency Assessment of an Electrochemical Sensor System Using Machine Learning I. Apostolopoulos et al.
- Low-Cost Sensor Systems and IoT Technologies for Indoor Air Quality Monitoring: Instrumentation, Models, Implementation, and Perspectives for Validation S. Lopes et al.
- A comparative review of electrochemical sensing and QCL-based photoacoustic spectroscopy for ppb-Level SO₂ detection Y. Wang et al.
- Drone measurements reveal high near-surface urban haze A. Ahlawat et al.
- Dataset for characterization of gas sensor under varying ambient temperature and humidity conditions A. Abdullah et al.
- Wearable Nano-Based Gas Sensors for Environmental Monitoring and Encountered Challenges in Optimization S. Hooshmand et al.
- Physically interpretable partitioned temperature-dependent calibration for wide-range electrochemical gas sensors Y. Wang et al.
- Wearable sensors for monitoring workplace chemical exposures in occupational health management H. Liu et al.
- Deriving ozone and PM pollution vertical profiles using lightweight, cost-effective sensors and deep learning D. Nissenbaum et al.
- Early warning of lithium-ion battery thermal runaway based on gas sensors Y. Song et al.
- Low-cost sensors for atmospheric NO2 measurement: A review C. Ayvaz et al.
- A comprehensive review on advancements in sensors for air pollution applications T. Seesaard et al.
- Sustained Performance of Low-Cost Air Quality Sensors in Long-Term Deployments A. Winter et al.
- Impacts of sugarcane industry on air quality and public health in a rural area of Atoyac, México U. Hernandez-Sánchez et al.
- Short-Term Machine-Learning Calibration of PID Sensors for Ambient VOC OH Reactivity H. Yang et al.
- Minimized Training of Machine Learning-Based Calibration Methods for Low-Cost O3 Sensors S. Tondini et al.
- A review of machine learning approaches for improving calibration and performance of low-cost air quality sensor networks C. Yan
- Design, construction, and testing of a real-time ammonia measurement system using an electrochemical sensor: A Do-It-Yourself framework M. Lee et al.
- An overview of outdoor low-cost gas-phase air quality sensor deployments: current efforts, trends, and limitations K. Okorn & L. Iraci
- Printed Sensors for Environmental Monitoring: Advancements, Challenges, and Future Directions A. Al-Amri
- Transferability of machine-learning-based global calibration models for NO2 and NO low-cost sensors A. Abu-Hani et al.
- A Lightweight Air Quality Monitoring Method Based on Multiscale Dilated Convolutional Neural Network Z. Wang et al.
33 citations as recorded by crossref.
- Development of a Unified IoT Platform for Assessing Meteorological and Air Quality Data in a Tropical Environment D. Kairuz-Cabrera et al.
- Chemical Detection Using Mobile Platforms and AI-Based Data Processing Technologies D. Noh & E. Oh
- In-situ baseline calibration approach for enhanced data quality of large-scale air sensor monitoring networks H. Mei et al.
- Enhancing the Reliability of NO2 Monitoring Using Low-Cost Sensors by Compensating for Temperature and Humidity Effects D. Alejo Sánchez et al.
- Mapping trends and analyzing key themes in low-cost sensors for air quality monitoring K. Alhasa et al.
- How electrochemical sensors measure up to reference-grade nitrogen dioxide monitors across temporal scales S. Schmitz et al.
- Highly Sensitive Wireless NO2 Gas Sensing System Z. Bizak et al.
- Comparing spatial and temporal variabilities between the Vaisala AQT530 monitor and reference measurements R. Papaconstantinou et al.
- Low-Cost Source Apportionment (LoCoSA) of air pollution - literature review of the state of the art D. Bousiotis et al.
- Measurement report: A complex street-level air quality observation campaign in a heavy-traffic area utilizing the multivariate adaptive regression splines method for field calibration of low-cost sensors P. Bauerová et al.
- Design of a Wireless Cyber–Physical System for Gas Leak Detection With LoRa C. O'Brien et al.
- Calibration and Inter-Unit Consistency Assessment of an Electrochemical Sensor System Using Machine Learning I. Apostolopoulos et al.
- Low-Cost Sensor Systems and IoT Technologies for Indoor Air Quality Monitoring: Instrumentation, Models, Implementation, and Perspectives for Validation S. Lopes et al.
- A comparative review of electrochemical sensing and QCL-based photoacoustic spectroscopy for ppb-Level SO₂ detection Y. Wang et al.
- Drone measurements reveal high near-surface urban haze A. Ahlawat et al.
- Dataset for characterization of gas sensor under varying ambient temperature and humidity conditions A. Abdullah et al.
- Wearable Nano-Based Gas Sensors for Environmental Monitoring and Encountered Challenges in Optimization S. Hooshmand et al.
- Physically interpretable partitioned temperature-dependent calibration for wide-range electrochemical gas sensors Y. Wang et al.
- Wearable sensors for monitoring workplace chemical exposures in occupational health management H. Liu et al.
- Deriving ozone and PM pollution vertical profiles using lightweight, cost-effective sensors and deep learning D. Nissenbaum et al.
- Early warning of lithium-ion battery thermal runaway based on gas sensors Y. Song et al.
- Low-cost sensors for atmospheric NO2 measurement: A review C. Ayvaz et al.
- A comprehensive review on advancements in sensors for air pollution applications T. Seesaard et al.
- Sustained Performance of Low-Cost Air Quality Sensors in Long-Term Deployments A. Winter et al.
- Impacts of sugarcane industry on air quality and public health in a rural area of Atoyac, México U. Hernandez-Sánchez et al.
- Short-Term Machine-Learning Calibration of PID Sensors for Ambient VOC OH Reactivity H. Yang et al.
- Minimized Training of Machine Learning-Based Calibration Methods for Low-Cost O3 Sensors S. Tondini et al.
- A review of machine learning approaches for improving calibration and performance of low-cost air quality sensor networks C. Yan
- Design, construction, and testing of a real-time ammonia measurement system using an electrochemical sensor: A Do-It-Yourself framework M. Lee et al.
- An overview of outdoor low-cost gas-phase air quality sensor deployments: current efforts, trends, and limitations K. Okorn & L. Iraci
- Printed Sensors for Environmental Monitoring: Advancements, Challenges, and Future Directions A. Al-Amri
- Transferability of machine-learning-based global calibration models for NO2 and NO low-cost sensors A. Abu-Hani et al.
- A Lightweight Air Quality Monitoring Method Based on Multiscale Dilated Convolutional Neural Network Z. Wang et al.
Saved (final revised paper)
Latest update: 08 May 2026
Short summary
In this paper, we investigate the performance of low-cost electrochemical gas sensors. We carried out yearlong measurements at a traffic air quality monitoring station, where the low-cost sensors were collocated with reference instruments and exposed to highly variable environmental conditions with extremely high temperatures and low relative humidity (RH). Sensors provide measurements that exhibit increasing errors and decreasing correlations as temperature increases and RH decreases.
In this paper, we investigate the performance of low-cost electrochemical gas sensors. We...
