Technical criteria in the selection of low-cost sensors for PM2.5 monitoring. Urban hot climate zone: Cúcuta case

Authors

  • Martha Lucía Pinzón Bedoya Universidad de Pamplona, Villa del Rosario, Colombia
  • Andrés Alejandro Ibarra Cruz Universidad de Pamplona, Villa del Rosario, Colombia
  • Juan Carlos Rojas Vargas Universidad de Pamplona, Pamplona, Colombia

DOI:

https://doi.org/10.61799/2216-0388.2096

Keywords:

Air pollution, PM2,5, Low Cost Sensor, Air Quality Monitoring System, USEPA

Abstract

Low-cost sensors for the measurement of particulate matter smaller than 2.5 micrometers (PM2.5) are tools that, due to the technological advancements of the last decade, ease of operation, affordability, and accessibility, are increasingly being used to complement the measurements recorded by Air Quality Monitoring Systems in Colombia and worldwide, provided that they comply with the guidelines established by the United States Environmental Protection Agency . A fundamental aspect of the use of these sensors is their proper selection. Therefore, the established technical parameters must be considered. However, there is a gap in the sensor selection process, as there is no weighting or prioritization of these parameters to guide decision-making. The objective of this research was to select low-cost sensors for PM2.5 measurement based on the technical criteria specified in international guidelines. The methodology consisted of identifying sensor models that employ the same measurement principle as reference-grade monitoring stations. Through an extensive literature review of scientific publications, 22 commercial sensor models were identified. A comparative analysis of the technical characteristics of each sensor was then conducted, resulting in the selection of two sensor models.The criteria applied for this selection, in order of importance, were as follows: complete technical specifications provided by the manufacturer, relative humidity range, temperature conditions of the study area, accuracy, cost, measurement certifications, and ease of acquisition within the territory. Upon completion of this process, it was concluded that applying the prioritized criteria in the proposed order leads to the identification of low-cost sensors that adequately meet local territorial requirements for the measurement of this pollutant.

Downloads

Download data is not yet available.

Author Biographies

  • Andrés Alejandro Ibarra Cruz, Universidad de Pamplona, Villa del Rosario, Colombia

    Ingeniero Ambiental de la Universidad de Pamplona, especialista en Gestion Ambiental y candidato a Maestria en Ingnieria Ambiental.

  • Juan Carlos Rojas Vargas, Universidad de Pamplona, Pamplona, Colombia

    Ingeniero Ambiental, Maestría en gestion de proyectos y Doctorado en ciencias y tecnologias del medio ambiente

References

[1] E. Onyeabor, “International Environmental Governance: Legal and Institutional Dimensions,” in Environmental Law: International and Regional African Perspectives on Law and Management, Cham, Switzerland: Springer Nature Switzerland, 2024. doi: 10.1007/978-3-031-68956-7.

[2] E. Boldo, La contaminación del aire. Barcelona, España: Reverté, 2016.

[3] Instituto de Hidrología, Meteorología y Estudios Ambientales (IDEAM), “Contaminación atmosférica,” 2024. [Online]. Available: https://www.ideam.gov.co/atencion-y-servicios-a-la-ciudadania/glosario/contaminacion-atmosferica

[4] R. A. Montone, R. Rinaldi, A. Bonanni, A. Severino, D. Pedicino, F. Crea, and G. Liuzzo, “Impact of air pollution on ischemic heart disease: Evidence, mechanisms, and clinical perspectives,” Atherosclerosis, vol. 366, pp. 22–31, 2023, doi: 10.1016/j.atherosclerosis.2023.01.013.

[5] B. Ostro, Y. Awe, and E. Sánchez-Triana, When the Dust Settles: A Review of the Health Implications of the Dust Component of Air Pollution, Washington, DC, USA: World Bank, Rep. no. 163070, 2021.

[6] G. Thurston, Y. Awe, B. Ostro, and E. Sánchez-Triana, Are All Air Pollution Particles Equal? How Constituents and Sources of Fine Air Pollution Particles (PM2.5) Affect Health, Washington, DC, USA: World Bank, Rep. no. 36269, 2021.

[7] Institute for Health Metrics and Evaluation (IHME), Global Burden of Disease 2021: Summary Report, Seattle, WA, USA: IHME, 2024.

[8] Consejo Nacional de Política Económica y Social (CONPES), Política para el mejoramiento de la calidad del aire, Documento CONPES 3943, Bogotá, Colombia, Jul. 31, 2018.

[9] F. Chen, X. Zhang, and Z. Chen, “Air pollution and mental health: Evidence from China Health and Nutrition Survey,” Journal of Asian Economics, vol. 86, Art. no. 101611, 2023, doi: 10.1016/j.asieco.2023.101611.

[10] W. Ni, X. Hu, Y. Ju, and Q. Wang, “Air pollution and indoor work efficiency: Evidence from professional basketball players in China,” Journal of Cleaner Production, vol. 399, Art. no. 136644, 2023, doi: 10.1016/j.jclepro.2023.136644.

[11] G. Huang, Y. Jiang, W. Zhou, S. T. A. Pickett, and B. Fisher, “The impact of air pollution on behavior changes and outdoor recreation in Chinese cities,” Landscape and Urban Planning, vol. 234, Art. no. 104727, 2023, doi: 10.1016/j.landurbplan.2023.104727.

[12] A. Herrera, C. Echeverri, G. Maya, and J. Ordóñez, “Patologías respiratorias en niños preescolares y su relación con la concentración de contaminantes en el aire en la ciudad de Medellín (Colombia),” Revista Ingenierías Universidad de Medellín, vol. 10, no. 19, pp. 21–31, 2011.

[13] J. Sánchez, J. Urrego, J. Zakzuk, A. Bornacelly, I. Castro, and L. Caraballo, “Niveles de contaminantes en el aire de Cartagena, Colombia,” Revista de la Universidad Industrial de Santander Salud, vol. 45, no. 3, pp. 35–44, 2013.

[14] J. A. Soto-Moreno and F. Ballester-Díez, “Contaminación del aire de interiores en hogares en situación de pobreza extrema en Colombia,” Revista de Salud Pública, vol. 15, no. 1, pp. 80–89, 2013.

[15] J. E. Pérez-Cárdenas, “La calidad del aire en Colombia: Un problema de salud pública, un problema de todos,” Biosalud, vol. 16, no. 2, pp. 5–6, 2017, doi: 10.17151/biosa.2017.16.2.1.

[16] N. E. Arias-Ortiz, G. Icaza-Noguera, and P. Ruiz-Rudolph, “Thyroid cancer incidence in women and proximity to industrial air pollution sources: A spatial analysis in a middle size city in Colombia,” Atmospheric Pollution Research, vol. 9, pp. 464–475, 2018, doi: 10.1016/j.apr.2017.11.003.

[17] E. K. Medina Palacios, “La contaminación del aire, un problema de todos,” Revista de la Facultad de Medicina, vol. 67, no. 2, pp. 189–191, 2019, doi: 10.15446/revfacmed.v67n2.82160.

[18] P. Badida, A. Krishnamurthy, and J. Jayaprakash, “Meta-analysis of health effects of ambient air pollution exposure in low- and middle-income countries,” Environmental Research, vol. 216, Art. no. 114604, 2023, doi: 10.1016/j.envres.2022.114604.

[19] Instituto de Hidrología, Meteorología y Estudios Ambientales (IDEAM), Informe del estado de la calidad del aire en Colombia 2023, Bogotá, Colombia: IDEAM, 2024. [Online]. Available: https://storymaps.arcgis.com/stories/8d565731dfb1413eb679f9bd904de1c5

[20] Hill Consulting SAS, Rediseño del Sistema de Vigilancia de Calidad del Aire de Cúcuta-Región, Bogotá, Colombia: Hill Consulting SAS, 2022. [Online]. Available: https://corponor.gov.co/web/wp-content/uploads/2022/05/Rediseno_Sistema-Vigilancia-Calidad-del-Aire.pdf

[21] United States Environmental Protection Agency, The Enhanced Air Sensor Guidebook, Washington, DC, USA, EPA/600/R-22/213, 2022.

[22] L. X. Roncancio Valbuena, “Evaluación del desempeño de sensores de bajo costo como complemento para el monitoreo de la calidad del aire de Bogotá y como herramienta para la determinación del grado de exposición de una población caso de estudio,” M.S. thesis, Departamento de Ingeniería Química y Ambiental, Universidad Nacional de Colombia, 2019.

[23] V. M. Conesa Fernández, Guía metodológica para la evaluación del impacto ambiental, 3rd ed. Madrid, España: Mundi-Prensa, 2010.

[24] J. C. Tójar, Investigación cualitativa: Comprender y actuar. Madrid, España: Ediciones La Muralla, 2006.

[25] J. Baena Hamburger and M. Campo Morales, “Evaluación de las concentraciones internas y externas de material particulado PM2.5 en dos instituciones educativas de la ciudad de Barranquilla, Atlántico,” B.S. thesis, Programa de Ingeniería Ambiental, Corporación Universidad de la Costa, Barranquilla, Colombia, 2020.

[26] S. D. Caro, E. Y. A. Montero, A. del S. A. Consuegra, and A. S. Montero, “Evaluación del desempeño de un sensor de bajo costo para medir la calidad del aire,” in Encuentro Internacional de Educación en Ingeniería, Bogotá, Colombia, 2021, doi: 10.26507/ponencia.1999.

[27] F. Escobar-Díaz, C. Buitrago, L. Quiñones, F. Grajales, and T. Mejía, “Evaluación de microsensores de material particulado para construir la red colaborativa de sensores de bajo costo de Bogotá,” in Congreso Colombiano y Conferencia Internacional de Calidad de Aire y Salud Pública (CASAP), Bogotá, Colombia, 2021, pp. 1–5, doi: 10.1109/CASAP54985.2021.9703397.

[28] A. C. Maldonado Maya and N. F. Rojas Monroy, “Propuesta de bajo costo para el monitoreo de material particulado PM2.5 y PM10 en tiempo real en la Universidad El Bosque, Bogotá,” B.S. thesis, Facultad de Ingeniería, Universidad El Bosque, Bogotá, Colombia, 2019.

[29] L. M. Gamba Gallego, “Calibración y validación de dos equipos de bajo costo para la medición de material particulado a partir de los modelos de regresión lineal simple y múltiple,” B.S. thesis, Facultad de Ingeniería, Universidad El Bosque, 2022.

[30] A. F. Castrillón Gutiérrez, “Modelos para la validación del empleo de sensores de bajo costo en la medición de la calidad del aire,” M.S. thesis, Escuela de Ingenierías, Universidad Pontificia Bolivariana, Medellín, Colombia, 2024.

[31] J. J. V. Moreno, “Nuevos métodos de monitoreo de material particulado para el estudio de la calidad del aire,” in VII Congreso Colombiano y Conferencia Internacional de Calidad del Aire y Salud Pública (CASAP), Barranquilla, Colombia, 2019.

[32] M. C. Lozano Rivera, “Monitoreo de la calidad del aire en el sur de la ciudad de Cali empleando un sensor a bajo costo,” B.S. thesis, Facultad de Ingeniería, Universidad Autónoma de Occidente, Cali, Colombia, 2021.

[33] C. D. Hoyos, L. Herrera-Mejía, N. Roldán-Henao, and A. Isaza, “Efectos de los fuegos artificiales sobre la concentración de material particulado en un valle angosto: el caso del área metropolitana de Medellín,” Environmental Monitoring and Assessment, vol. 192, Art. no. 6, 2020, doi: 10.1007/s10661-019-7838-9.

[34] D. Díaz Veloza and J. F. Ríos López, “Caracterización y evaluación de exactitud para establecer la factibilidad del uso de sensores de bajo costo de PM2.5 y PM10 en el monitoreo de la calidad del aire en smart cities,” B.S. thesis, Facultad de Ingeniería, Universidad Distrital Francisco José de Caldas, Bogotá, Colombia, 2024.

[35] C. A. Bonilla-Granados, A. Y. Sánchez-Delgado, Y. M. Rubio-Gómez, and M. Cortéz-Huerta, “Niveles de concentración por PM2.5 mediante sensores de bajo costo. Caso de estudio: Pamplona, Colombia,” Revista UIS Ingenierías, vol. 22, no. 3, pp. 29–38, 2023, doi: 10.18273/revuin.v22n3-2023003.

[36] N. Hernández Siachoque, “Diseño e implementación de un sistema IoT para monitorear calidad del aire,” B.S. thesis, Departamento de Ingeniería Eléctrica y Electrónica, Universidad de los Andes, 2021.

[37] Y. D. León Salas, “Aplicabilidad del uso de sensores electroquímicos de bajo costo como alternativa en la medición de la calidad del aire: caso PM2.5,” B.S. thesis, Facultad de Medio Ambiente y Recursos Naturales, Universidad Distrital Francisco José de Caldas, Bogotá, Colombia, 2021.

[38] D. Kim, D. Shin, and J. Hwang, “Calibration of low-cost sensors for measurement of indoor particulate matter concentrations via laboratory/field evaluation,” Aerosol and Air Quality Research, vol. 23, no. 5, pp. 1–11, 2023, doi: 10.4209/aaqr.230097.

[39] S. Kim, H. Go, E. Bang, et al., “Field performance evaluation of low-cost PM2.5 sensors for enhancing spatial resolution of PM2.5 monitoring: a case study in the smart city of Sejong, Korea,” Environmental Monitoring and Assessment, vol. 197, no. 118, pp. 1–14, 2025, doi: 10.1007/s10661-024-13601-2.

[40] A. Božilov, V. Tasić, N. Živković, et al., “Performance assessment of NOVA SDS011 low-cost PM sensor in various microenvironments,” Environmental Monitoring and Assessment, vol. 194, no. 595, pp. 1–15, 2022, doi: 10.1007/s10661-022-10290-7.

[41] H. Y. Liu, P. Schneider, R. Haugen, and M. Vogt, “Performance assessment of a low-cost PM2.5 sensor for a near four-month period in Oslo, Norway,” Atmosphere, vol. 10, no. 2, pp. 1–19, 2019, doi: 10.3390/atmos10020041.

[42] V. R. Dharaiya, V. Malyan, V. Kumar, et al., “Evaluating the performance of low-cost PM sensors over multiple COALESCE network sites,” Aerosol and Air Quality Research, vol. 23, no. 6, Art. no. 220390, 2023, doi: 10.4209/aaqr.220390.

[43] S. Srishti, P. Agrawal, P. Kulkarni, et al., “Multiple PM low-cost sensors, multiple seasons’ data, and multiple calibration models,” Aerosol and Air Quality Research, vol. 23, no. 6, Art. no. 220428, 2023, doi: 10.4209/aaqr.220428.

[44] Y. Romero, R. M. A. Velásquez, and J. Noel, “Development of a multiple regression model to calibrate a low-cost sensor considering reference measurements and meteorological parameters,” Environmental Monitoring and Assessment, vol. 192, no. 8, Art. no. 498, 2020, doi: 10.1007/s10661-020-08440-w.

[45] M. Tagle, F. Rojas, F. Reyes, et al., “Field performance of a low-cost sensor in the monitoring of particulate matter in Santiago, Chile,” Environmental Monitoring and Assessment, vol. 192, no. 3, Art. no. 171, 2020, doi: 10.1007/s10661-020-8118-4.

[46] X. Liu, Q. Zhao, S. Zhu, et al., “An experimental application of laser-scattering sensor to estimate the traffic-induced PM2.5 in Beijing,” Environmental Monitoring and Assessment, vol. 192, no. 7, Art. no. 450, 2020, doi: 10.1007/s10661-020-08398-9.

[47] M. U. Rabuan, M. S. M. Nadzir, S. Z. A. Sham, S. B. I. W. S. Bahri, J. Borah, S. Majumdar, T. M. T. Lei, S. H. M. Ali, M. I. A. Wahab, and N. H. M. Yunus, “Evaluations of low-cost air quality sensors for particulate matter (PM2.5) under indoor and outdoor conditions,” Sensors and Materials, vol. 35, no. 8, pp. 2881–2895, 2023.

[48] O. Stampfer, C. Zuidema, R. W. Allen, et al., “Practical considerations for using low-cost sensors to assess wildfire smoke exposure in school and childcare settings,” Journal of Exposure Science and Environmental Epidemiology, 2024, doi: 10.1038/s41370-024-00677-8.

[49] C. J. Rathbone, D. Bousiotis, O. G. Rose, et al., “Using low-cost sensors to assess common air pollution sources across multiple residences,” Scientific Reports, vol. 15, no. 1803, 2025, doi: 10.1038/s41598-025-85985-1.

[50] E. Anastasiou, M. J. R. Vilcassim, J. Adragna, et al., “Feasibility of low-cost particle sensor types in long-term indoor air pollution health studies after repeated calibration, 2019–2021,” Scientific Reports, vol. 12, Art. no. 14571, 2022, doi: 10.1038/s41598-022-18200-0.

[51] Plantower, “PMS5003—Laser PM2.5 Sensor,” Plantower Technology, [Online]. Available: https://www.plantower.com/en/products_33/74.html

[52] Temtop, “Temtop M2000 2nd Generation Air Quality Monitor for PM2.5, PM10 particles, CO₂, HCHO, temperature, humidity,” Temtop, [Online]. Available: https://temtopus.com/products/temtop-m2000-2nd-generation-air-quality-monitor-for-pm2-5-pm10-particles-co2-hcho-temperature-humidity-settable-audio-alarm-data-export-recording-curve-easy-calibration?variant=40587983421488

[53] Honeywell, “HPM Series Particulate Matter Sensor,” Technical Datasheet, Honeywell International Inc., 2022. [Online]. Available: https://prod-edam.honeywell.com/content/dam/honeywell-edam/sps/siot/en-us/products/sensors/particulate-matter-sensors-hpm-series/documents/sps-siot-particulate-hpm-series-datasheet-32322550-ciid-165855.pdf

[54] Plantower Technology, “PMS3003—Laser PM2.5 Sensor,” Plantower Technology, [Online]. Available: https://www.plantower.com/en/products_33/73.html

[55] Shinyei Technology Co., Ltd., “PPD42NJ – Particulate Matter Sensor,” Technical Datasheet, Shinyei Technology Co., Ltd., 2013. [Online]. Available: https://www.shinyei.co.jp/stc/eng/products/optical/ppd42nj.html

[56] Nova Fitness Co., Ltd., “SDS011 – High Precision Laser PM2.5 Sensor,” Technical Datasheet, Nova Fitness Co., Ltd., 2013. [Online]. Available: https://cdn-reichelt.de/documents/datenblatt/X200/SDS011-DATASHEET.pdf

[57] DFRobot, “Air Quality Monitor (PM2.5, Formaldehyde, Temperature & Humidity Sensor) – SEN0233,” Technical Datasheet, DFRobot, 2017. [Online]. Available: https://mm.digikey.com/Volume0/opasdata/d220001/medias/docus/863/SEN0233_Web.pdf

[58] Clarity Movement Co., “Clarity Node-S: PM & NO₂ Air Quality Sensor,” Clarity Movement, [Online]. Available: https://www.clarity.io/products/clarity-node-s

[59] GVZ Components, “PPD60PV-T2 – Particle Sensor Datasheet,” Technical Datasheet, GVZ Components, [Online]. Available: https://gvzcomp.it/component/djcatalog2/?format=raw&task=download&fid=463#.pdf

[60] DFRobot, “HK-A5 Laser PM2.5/PM10 Sensor Datasheet,” Technical Datasheet, DFRobot, [Online]. Available: https://dfimg.dfrobot.com/nobody/wiki/1211380111ac0284979e33578da23a37.pdf

[61] Plantower Technology, “PMSA003 – Laser PM2.5 Sensor,” Plantower Technology, [Online]. Available: https://www.plantower.com/en/products_33/77.html

[62] Electronilab, “Sensor Material Particulado / Calidad de Aire – SPS30,” Electronilab, [Online]. Available: https://electronilab.co/tienda/sensor-material-particulado-calidad-de-aire-sps30

[63] Vistronica, “Sensor Óptico de Polvo GP2Y1010AU0F,” Vistronica, [Online]. Available: https://www.vistronica.com/sensores/proximidad-y-distancia/sensor-optico-de-polvo-gp2y1010au0f-detail.html

[64] Plantower Technology Co., Ltd., “PMS7003 Laser PM2.5 Sensor,” Plantower Technology, 2025. [Online]. Available: https://www.plantower.com/en/products_33/76.html

[65] Mouser Electronics, “Laser Type PM Sensor SN-GCJA5,” 2021. [Online]. Available: https://www.mouser.com/catalog/specsheets/panasonic_10152024_SN_GCJA5.pdf

[66] Cubic Sensor and Instrument Co., Ltd., “Cubic PM2105L Laser Particle Sensor Module Specification,” 2022. [Online]. Available: https://en.gassensor.com.cn/Product_files/Specifications/Cubic-PM2105L-Laser-Particle-Sensor-Module-Specification.pdf

[67] Prana Air, “Prana Air PAS-OUT-1 Outdoor PM Sensor Datasheet,” 2022. [Online]. Available: https://www.pranaair.com/wp-content/uploads/2022/11/prana-air-pas-out-1-outdoor-pm-sensor-datasheet.pdf

[68] Sensirion AG, “Sensirion Datasheet SEN5x,” 2022. [Online]. Available: https://cdn.sparkfun.com/assets/5/b/f/2/8/Sensirion_Datasheet_SEN5x.pdf

[69] Zhengzhou Winsen Electronics Technology Co., Ltd., “ZH03 Series Laser Dust Sensor Module Manual,” 2016. [Online]. Available: https://www.tme.eu/Document/396da8ad44f80d0b88777119c642bb01/zh03-series.pdf

[70] Alphasense Ltd., “OPC-N3 Particle Monitor – For Use in High Pollution Urban Environments,” 2018. [Online]. Available: https://ametekcdn.azureedge.net/mediafiles/project/oneweb/oneweb/alphasense/products/datasheets/alphasense_opc-n3_datasheet_en_1.pdf

[71] Davis Instruments, “Manual del Usuario – Sensor de Calidad del Aire AirLink 7210,” 2020. [Online]. Available: https://cdn.shopify.com/s/files/1/0339/7965/files/DAVI-7210_Manual_Espanol.pdf?v=17253852335

[72] TSI Incorporated, “BlueSky™ Air Quality Monitor Models 8143 and 8145,” 2023. [Online]. Available: https://tsi.com/getmedia/e68b17de-52a1-4c49-a180-56c3cc4556cb/BlueSky-Air-Quality-Monitor_US_5002491_RevD_Web?ext=.pdf

[73] CSA Group, “Product Conformity Certificate,” CSA Group, Toronto, Canada, CSA MC200350/03, 2019.

[74] S. Newstead, “MCERTS: Development of a UK-based Monitoring Certification Scheme,” Environment Agency, Bristol, UK, R&D Technical Report P6-T1/01, 1997.

Published

2026-06-25

Issue

Section

Artículo Originales

How to Cite

[1]
Pinzón Bedoya, M.L. et al. 2026. Technical criteria in the selection of low-cost sensors for PM2.5 monitoring. Urban hot climate zone: Cúcuta case. Mundo FESC Journal. 16, 35 (Jun. 2026). DOI:https://doi.org/10.61799/2216-0388.2096.