Environmental ScienceMedicine

Matthew S. Landis, Russell W. Long, J. Krug, M. Colón, Jenny Perth, Shawn P Urbanski

2026.2.9JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION

DOI: 10.1080/10962247.2026.2629562

Abstract

AWMA REQUIRED “IMPLICATIONS STATEMENT” The results presented in this paper provide federal, state, local, and tribal air monitoring and public health agencies with performance information on numerous commercially available non-regulatory instruments/sensors to address air quality monitoring data collection and interpretation challenges presented by wildland fire smoke. The presented accuracy, precision, and linearity performance metrics provides knowledge for the selection of new air quality monitors and insight on the deployment/use of existing monitors during wildland fire events to improve management oversight for professional practitioners/responders, and for communication of health messaging to the public.

Citation format

LANDIS, Matthew S., et al. Performance evaluation of commercially available non-regulatory instruments and sensors in smoke for PM, CO, CO2, NO2, and SO2. JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION, 2026, 76(5): 383–405.