Evidence map›Paper›PMID 33724182›Full record

ArticleeLife2021

How oscillating aerodynamic forces explain the timbre of the hummingbird's hum and other animals in flapping flight.

Ben J Hightower, Patrick Wa Wijnings, Rick Scholte, Rivers Ingersoll, Diana D Chin, Jade Nguyen, Daniel Shorr, David Lentink

Open access · goldAbstract read
In one paragraph

Article in eLife, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
7.2field-weighted citation impact, top 4% of its field
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

5 citing papers in PubMed, 13 citations in OpenAlex.

  1. Electric transportation and electroreception in hummingbird flower mites.Proceedings of the National Academy of Sciences of the United States of America · 2025
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

8 authors at 2 institutions in 2 countries.

Ben J Hightower *Mechanical Engineering, Stanford University, Stanford, United States.ORCID 0000-0003-3423-3948
Patrick Wa Wijnings *Electrical Engineering, Eindhoven University of Technology, Eindhoven, Netherlands.
Rick ScholteEngineering, Sorama, Eindhoven, Netherlands.
Rivers IngersollMechanical Engineering, Stanford University, Stanford, United States.ORCID 0000-0001-7194-0911
Diana D ChinMechanical Engineering, Stanford University, Stanford, United States.ORCID 0000-0002-3015-7645
Jade NguyenMechanical Engineering, Stanford University, Stanford, United States.
Daniel ShorrMechanical Engineering, Stanford University, Stanford, United States.
David LentinkMechanical Engineering, Stanford University, Stanford, United States.ORCID 0000-0003-4717-6815
Stanford University · USEindhoven University of Technology · NL

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

How hummingbirds hum is not fully understood, but its biophysical origin is encoded in the acoustic nearfield. Hence, we studied six freely hovering Anna's hummingbirds, performing acoustic nearfield holography using a 2176 microphone array in vivo, while also directly measuring the 3D aerodynamic forces using a new aerodynamic force platform. We corroborate the acoustic measurements by developing an idealized acoustic model that integrates the aerodynamic forces with wing kinematics, which shows how the timbre of the hummingbird's hum arises from the oscillating lift and drag forces on each wing. Comparing birds and insects, we find that the characteristic humming timbre and radiated power of their flapping wings originates from the higher harmonics in the aerodynamic forces that support their bodyweight. Our model analysis across insects and birds shows that allometric deviation makes larger birds quieter and elongated flies louder, while also clarifying complex bioacoustic behavior.

Indexed as

Flight, AnimalSoundAnimalsBiomechanical PhenomenaBirdsWings, AnimalbatsbehaviorbioacousticCalypte annaevolutionary biologyflapping wingflying animalsinsects, birds

Identifiers

PMID33724182
PMCPMC8055270
OpenAlexW3137090477

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.