Evidence map›Paper›PMID 42476545›Full record

ArticleIntegrative and comparative biology2026

Swimming in the Air: The Power of Drag at Miniature Scales.

Michael Sidebottom, Lee Margetts, Mostafa R A Nabawy

Abstract read
In one paragraph

Article in Integrative and comparative biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Michael SidebottomDepartment of Mechanical and Aerospace Engineering, School of Engineering, The University of Manchester, Manchester M13 9PL, UK.ORCID 0009-0008-4409-3014
Lee MargettsDepartment of Mechanical and Aerospace Engineering, School of Engineering, The University of Manchester, Manchester M13 9PL, UK.
Mostafa R A NabawyDepartment of Mechanical and Aerospace Engineering, School of Engineering, The University of Manchester, Manchester M13 9PL, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

At the very edge of powered flight exist miniature insects with typical characteristic wing lengths of less than 1 mm. At such small scales, this domain of flight is characterized by Reynolds numbers ($Re$) of the order of 10 or less where the effects of air viscosity are significant. One distinguishable feature of miniature-scale flight is that of "drag-based" flapping kinematics, which are as closely related to the motions of swimming as they are to flying. The exact reason why miniature insects use drag-based kinematics, rather than the classical lift-based approach used by non-miniature insects, is not obvious. Hence, in this study, we investigate the above ambiguity via a quasi-steady aerodynamic approach. It is found that, for a stroke whose translational profile is symmetric about the half-period, pure-drag-based kinematics cannot be more aerodynamically effective or efficient than pure-lift-based kinematics. In fact, in almost all of the cases considered, lift-based flight is actually more advantageous than drag-based flight when half-strokes are symmetric. However, pure-drag-based kinematics become more favorable when we begin to consider flapping half-strokes that are asymmetric about the half period. When the asymmetry between the down- and up-stroke periods is increased, it is found that a force imbalance arises, via which viscous drag can be used to counteract the gravitational force. As such, the present study suggests that the reason why miniature insects do not use the conventional lift-based approach for flight, is a matter of taking advantage of their highly viscous environment, which allows for augmentation of both effectiveness and aerodynamic efficiency in hovering flight.

Indexed as

Flight, AnimalInsectaModels, BiologicalSwimmingWings, AnimalAirAnimalsBiomechanical PhenomenaViscosity

Identifiers

PMID42476545
PMCPMC13435816

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.