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Donut-shaped Bubbles Formed by Raindrops

Fluid Dynamics · Submitted 18 Oct 2010

abstract compiled · 2026-09-23 · no language-model review

The authors' main claim A few milliseconds after forming the usually observed cavity, canopy and coronet (Prosperetti et al. 1993), drops of diameters typically greater than 3.8 mm consistently generated toroidal (donut-shaped) air bubbles upon impact at the water surface.

how it is stated · asserted 1.00 read the record →

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arXiv ID1010.3526 (version 1)
Pith IDWHARII7A, Pith's permanent record of this paper and its review
CitationFabrice Veron, Florian Bernard, Marc Buckley. "Donut-shaped Bubbles Formed by Raindrops." arXiv:1010.3526 (2010). https://pith.science/paper/WHARII7A
Claim paper

The compiled record

The paper's own sentences, arranged. Each label is drawn from a closed vocabulary; the number beside it is the probability the classifier gave that label. Numbers in the tables are the authors', checked by code. No sentence in this record was written by a model.

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Compiled by classifier-1.13-20260917 via OpenRouter, question bank abstract-p1-20260923, 2026-09-23: 1 request, 8,294 input tokens, $0.0003 reported.

What the abstract itself states, as probabilities: claims first 0.04 · states limitation 0.32 · human participants 0.02 · controlled comparison 0.03 · randomized assignment 0.01 · states quantitative result 0.93 · compares with prior results 0.46 · mentions code or data availability 0.04.

The abstract, sentence by sentence

arXiv listing abstract v1. Results and the main claim are underlined; .

Single free-falling freshwater drops were generated with no initial velocity by hypodermic needles, at an altitude of 3.61 m above a still freshwater surface. High resolution high speed videos (0.13 mm/pixel, 500 frames/second) of the dynamics of the impact were acquired. A few milliseconds after forming the usually observed cavity, canopy and coronet (Prosperetti et al. 1993), drops of diameters typically greater than 3.8 mm consistently generated toroidal (donut-shaped) air bubbles upon impact at the water surface. Videos of the dynamics of the impingement were successively taken from different angles, and with a 105 mm lens focused on different regions of the event. These allowed for a qualitative description and hypothetical explanation of the observed phenomena, which are presented alongside the actual video footage, in the hereby displayed fluid dynamics video. The video displays a cartoon of the experimental setup, followed by two simultaneously running videoclips of the drop impact upon the water surface, from 2 different viewpoints (front and top). As the event occurs over less than 1 second, the videos were slowed down to a frame rate of 12 frames/sec. The footage suggests that the air is trapped by the converging rim (or coronet) of the closing canopy. The very bottom of the cavity then rises rapidly, and collides with the falling water mass provided by the fully converged canopy rim. This incidentally prevents the formation of a secondary jet. The center (or donut hole) of the unstable toroidal air bubble eventually moves outward, thus yielding a hemispherical air bubble.

background contribution method result interpretation main claim

What the classifier reports for each sentence. The number is the probability it gave the label.
#sentencerolethe authors' own workstates the main conclusionstrength
s0 Single free-falling freshwater drops were generated with no initial velocity by hypodermic needles, at an altitude of 3.61 m above a still freshwater surface. method 1.00 0.92 0.02 asserted 0.99
s1 High resolution high speed videos (0.13 mm/pixel, 500 frames/second) of the dynamics of the impact were acquired. method 1.00 0.94 0.02 asserted 0.99
s2 A few milliseconds after forming the usually observed cavity, canopy and coronet (Prosperetti et al. 1993), drops of diameters typically greater than 3.8 mm consistently generated toroidal (donut-shaped) air bubbles upon impact at the water surface. result 1.00 0.89 0.76 asserted 1.00
s3 Videos of the dynamics of the impingement were successively taken from different angles, and with a 105 mm lens focused on different regions of the event. method 1.00 0.94 0.02 asserted 0.99
s4 These allowed for a qualitative description and hypothetical explanation of the observed phenomena, which are presented alongside the actual video footage, in the hereby displayed fluid dynamics video. contribution 0.81 0.76 0.05 asserted 0.77
s5 The video displays a cartoon of the experimental setup, followed by two simultaneously running videoclips of the drop impact upon the water surface, from 2 different viewpoints (front and top). method 0.73 0.75 0.02 asserted 1.00
s6 As the event occurs over less than 1 second, the videos were slowed down to a frame rate of 12 frames/sec. method 1.00 0.91 0.02 asserted 1.00
s7 The footage suggests that the air is trapped by the converging rim (or coronet) of the closing canopy. interpretation 0.99 0.82 0.17 hedged possibility 1.00
s8 The very bottom of the cavity then rises rapidly, and collides with the falling water mass provided by the fully converged canopy rim. interpretation 0.71 0.86 0.06 asserted 0.98
s9 This incidentally prevents the formation of a secondary jet. interpretation 0.75 0.76 0.05 asserted 0.95
s10 The center (or donut hole) of the unstable toroidal air bubble eventually moves outward, thus yielding a hemispherical air bubble. result 0.82 0.86 0.27 asserted 0.96

What kind of paper the classifier reports this is: empirical study 1.00 · evidence from observation or experiment 1.00.

What was examined, and what was not

sources read
  • arXiv listing abstract v1
not examined
  • full text
  • figures and tables
  • references and citing sentences
  • relations to other papers
levels run
  • P abstract
not run
  • S sections
  • T body sentences
  • C citations
  • R cross-paper relations

Every quoted sentence on this record is the authors'. Every label is from Pith's closed vocabulary, with the probability shown beside it. Every number in the measurements table is the authors', checked by code. Record as JSON

The paper
Original abstract

Single free-falling freshwater drops were generated with no initial velocity by hypodermic needles, at an altitude of 3.61 m above a still freshwater surface. High resolution high speed videos (0.13 mm/pixel, 500 frames/second) of the dynamics of the impact were acquired. A few milliseconds after forming the usually observed cavity, canopy and coronet (Prosperetti et al. 1993), drops of diameters typically greater than 3.8 mm consistently generated toroidal (donut-shaped) air bubbles upon impact at the water surface. Videos of the dynamics of the impingement were successively taken from different angles, and with a 105 mm lens focused on different regions of the event. These allowed for a qualitative description and hypothetical explanation of the observed phenomena, which are presented alongside the actual video footage, in the hereby displayed fluid dynamics video. The video displays a cartoon of the experimental setup, followed by two simultaneously running videoclips of the drop impact upon the water surface, from 2 different viewpoints (front and top). As the event occurs over less than 1 second, the videos were slowed down to a frame rate of 12 frames/sec. The footage suggests that the air is trapped by the converging rim (or coronet) of the closing canopy. The very bottom of the cavity then rises rapidly, and collides with the falling water mass provided by the fully converged canopy rim. This incidentally prevents the formation of a secondary jet. The center (or donut hole) of the unstable toroidal air bubble eventually moves outward, thus yielding a hemispherical air bubble.

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