An inverse problems approach to micro-PIV for measuring flow around freely flying tiny insects

Brightfield micro-particle image velocimetry (micro-PIV) has traditionally been limited to aqueous media and by a poor signal to noise ratio. Here, we introduce a brightfield micro-PIV system suitable for measuring the 2D flows generated by freely flying sub-millimeter insects while simultaneously measuring the 3D wing and body kinematics. Our methodology couples a novel aerosolization system and an inverse problems approach to image preprocessing to alleviate these limitations. Using optimization, the inverse problems approach obtains each particle's position relative to the focal plane and generates a synthetic image comprising the in-focus and nearly in-focus particles and excluding noise from out-of-focus particles. We find that a 0.85 mm tobacco whitefly (Bemisia tabaci) utilizes a deep U-shaped wingtip trajectory to generate a 0.5 m s-1 downward jet as the wings clap together. Our technique can validate numerical simulations of tiny insect flight and measure the aerodynamics of various insect species exhibiting high morphological diversity.

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Publication Details

Journal
Journal of Experimental Biology
Published
2025-04-15
DOI
https://doi.org/10.1242/jeb.249417
Primary Topic
Biomimetic flight and propulsion mechanisms
Type
article
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article

An inverse problems approach to micro-PIV for measuring flow around freely flying tiny insects

David Murphy, E. J. Williams, John Murray–Bruce
Journal of Experimental Biology
Biomimetic flight and propulsion mechanisms
article

An inverse problems approach to micro-PIV for measuring flow around freely flying tiny insects

David Murphy, E. J. Williams, John Murray–Bruce
article en

Abstract

Brightfield micro-particle image velocimetry (micro-PIV) has traditionally been limited to aqueous media and by a poor signal to noise ratio. Here, we introduce a brightfield micro-PIV system suitable for measuring the 2D flows generated by freely flying sub-millimeter insects while simultaneously measuring the 3D wing and body kinematics. Our methodology couples a novel aerosolization system and an inverse problems approach to image preprocessing to alleviate these limitations. Using optimization, the inverse problems approach obtains each particle's position relative to the focal plane and generates a synthetic image comprising the in-focus and nearly in-focus particles and excluding noise from out-of-focus particles. We find that a 0.85 mm tobacco whitefly (Bemisia tabaci) utilizes a deep U-shaped wingtip trajectory to generate a 0.5 m s-1 downward jet as the wings clap together. Our technique can validate numerical simulations of tiny insect flight and measure the aerodynamics of various insect species exhibiting high morphological diversity.

Journal of Experimental BiologyVol. 228(8)
University of South Florida (US)
Good health and well-being
Openalex Percentile: Top 89%
Biomimetic flight and propulsion mechanisms
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An inverse problems approach to micro-PIV for measuring flow around freely flying tiny insects — David Murphy, E. J. Williams, et al. · Journal of Experimental Biology (2025) | TGRS Research Map | TGRS