13 February 2018 Spatial mapping and analysis of aerosols during a forest fire using computational mobile microscopy
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Abstract
Forest fires are a major source of particulate matter (PM) air pollution on a global scale. The composition and impact of PM are typically studied using only laboratory instruments and extrapolated to real fire events owing to a lack of analytical techniques suitable for field-settings. To address this and similar field test challenges, we developed a mobilemicroscopy- and machine-learning-based air quality monitoring platform called c-Air, which can perform air sampling and microscopic analysis of aerosols in an integrated portable device. We tested its performance for PM sizing and morphological analysis during a recent forest fire event in La Tuna Canyon Park by spatially mapping the PM. The result shows that with decreasing distance to the fire site, the PM concentration increases dramatically, especially for particles smaller than 2 µm. Image analysis from the c-Air portable device also shows that the increased PM is comparatively strongly absorbing and asymmetric, with an aspect ratio of 0.5–0.7. These PM features indicate that a major portion of the PM may be open-flame-combustion-generated element carbon soot-type particles. This initial small-scale experiment shows that c-Air has some potential for forest fire monitoring.
Conference Presentation
© (2018) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Yichen Wu, Yichen Wu, Ashutosh Shiledar, Ashutosh Shiledar, Yi Luo, Yi Luo, Jeffrey Wong, Jeffrey Wong, Cheng Chen, Cheng Chen, Bijie Bai, Bijie Bai, Yibo Zhang, Yibo Zhang, Miu Tamamitsu, Miu Tamamitsu, Aydogan Ozcan, Aydogan Ozcan, } "Spatial mapping and analysis of aerosols during a forest fire using computational mobile microscopy", Proc. SPIE 10485, Optics and Biophotonics in Low-Resource Settings IV, 104850T (13 February 2018); doi: 10.1117/12.2288889; https://doi.org/10.1117/12.2288889
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