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Splash behaviour and oily marine aerosol production by raindrops impacting oil slicks

Published online by Cambridge University Press:  07 September 2015

David W. Murphy
Affiliation:
Department of Mechanical Engineering, Johns Hopkins University, Baltimore, MD 21218, USA
Cheng Li
Affiliation:
Department of Mechanical Engineering, Johns Hopkins University, Baltimore, MD 21218, USA
Vincent d’Albignac
Affiliation:
Department of Mechanical Engineering, Johns Hopkins University, Baltimore, MD 21218, USA
David Morra
Affiliation:
Department of Mechanical Engineering, Johns Hopkins University, Baltimore, MD 21218, USA
Joseph Katz*
Affiliation:
Department of Mechanical Engineering, Johns Hopkins University, Baltimore, MD 21218, USA
*
†Email address for correspondence: katz@jhu.edu

Abstract

The high-speed impact of a droplet on a bulk fluid at high Weber number (We) is not well understood but is relevant to the production of marine aerosol by raindrop impact on the sea surface. These splashes produce a subsurface cavity and a crown which closes into a bubble canopy, but a floating layer of immiscible oil, such as a crude oil slick, alters the splash dynamics. The effects of oil layer fluid properties and thickness, droplet size and impact speed are examined by high-speed visualization. Oil layer rupture and crown behaviour are classified by dimensional scaling. The subsurface cavity volume for impact on thick layers is shown to depend on the Reynolds number (Re), although canopy formation at high Re introduces a competing We effect since rapid canopy closure is found to retard cavity expansion. Time-resolved kinematic measurements show that thin crude oil slicks similarly alter crown closure and cavity growth. The size and spatial distributions of airborne droplets are examined using high-speed holographic microscopy. The droplets have a bimodal distribution with peaks at 50 and $225~{\rm\mu}\text{m}$ and are clustered by size at different elevation angles. Small droplets ( $50~{\rm\mu}\text{m}$ ) are ejected primarily at shallow angles, indicating production by splashing within the first $100~{\rm\mu}\text{s}$ and by breakup of microligaments. Larger droplets ( $225~{\rm\mu}\text{m}$ ) are found at steeper elevation angles, indicating later production by capillary instability acting on large ligaments protruding upward from the crown. Intermittent droplet release while the ligaments grow and sweep upward is thought to contribute to the size-dependent spatial ordering. Greater numbers of small droplets are produced at high elevation angles when a crude oil layer is present, indicating satellite droplet formation from ligament breakup. A crude oil layer also increases the target fluid Ohnesorge number, leading to creation of an intact ejecta sheet, which then ruptures to form aerosolized oil droplets.

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Papers
Copyright
© 2015 Cambridge University Press 
Figure 0

Figure 1.The $\mathit{We}_{d}{-}\mathit{Fr}_{d}$ plane showing classification of miscible droplet impact behaviour into five regimes based on previous studies: $\times$ C&VR, coalescence and vortex ring; ▵ RE, regular entrainment; ○ S&TJ, swell and thin jet; ▫ C&TJ, crown and thick jet; ♢ BC, bubble canopy. Solid black line (raindrop TS), 0.4–5.8 mm raindrops falling at terminal speed (Gunn & Kinzer 1949); solid grey line (drop TS ($C_{d}=1$)), constant Fr for drops falling at terminal speed with an assumed drag coefficient $C_{d}=1$; dashed line, onset of the bubble canopy regime at $\mathit{We}_{d}=2000$. The $d{-}u$ axes indicate the directions of increasing drop diameter and drop speed respectively. Dotted lines, constant drop diameter of $d=0.5$ and 10 mm; dash-dot lines, constant drop speeds of $u=0.5$ and $10~\text{m}~\text{s}^{-1}$.

Figure 1

Table 1.The measured physical properties of artificial seawater, different oil types and crude oil–dispersant mixture at a dispersant to oil ratio (DOR) of 1:25.

Figure 2

Figure 2.(a) Set-up for high-speed visualization experiments. (b) A sample image showing the fields of view of holographic observations relative to the splash crown and liquid surface ($t=3~\text{ms}$ after impact; $h=400~{\rm\mu}\text{m}$). The upper field of view (black outline) is used for measuring droplet statistics while the lower field of view (white outline) is used for examination of droplet generation mechanisms at early time points. The scale bar is 4 mm. (c) Top view of the holographic set-up.

Figure 3

Table 2.The parameters of the three experimental series showing fluid layer composition, layer thickness $h$, nominal layer thickness for series one, mean droplet width $d_{h}$ and height $d_{v}$ and mean droplet speed $u$.

Figure 4

Figure 3.Sample images from a time series showing the impact of a freshwater drop ($d=4.1~\text{mm}$; $u=7.2~\text{m}~\text{s}^{-1}$; $\mathit{Fr}_{d}=1288$; $\mathit{We}_{d}=2964$) on artificial seawater without an oil layer (control case): (a) $-2$ ms, (b) 1 ms, (c) 3 ms, (d) 8 ms, (e) 17 ms, (f) 31 ms, (g) 43 ms, (h) 85 ms, (i) 118 ms, (j) 420 ms, (k) 765 ms, (l) 785 ms, inset to (l) 775 ms. Inset to (k): production of film drops from ligaments on the receding bubble cap rim. The arrows in the inset to (l) show fine droplets produced from the impact of the rim onto the surface. White asterisks indicate examples of tracked crown rim positions.

Figure 5

Table 3.Characteristics of canopy bubble formation and rupture. Here, $n$ represents the number of replicates and NA indicates a case where measurement was not available.

Figure 6

Figure 4.Conceptual schematic of the cavity and splash crown behaviour for oil layers of various thicknesses at approximately 1–3 ms after drop impact. Dark grey areas, seawater; black lines, oil; light grey areas/lines, raindrop fluid. (a) The oil layer ruptures immediately on impact; a single crown is formed. (b) The oil layer remains initially stretched over the cavity but then undergoes delayed rupture; a double crown is formed. (c) The oil layer does not rupture; a single crown composed of the layer fluid forms.

Figure 7

Figure 5.(a–c) Sample images showing the impact of the water droplet (same as in figure 3) on an oil layer of thickness $h=100~{\rm\mu}\text{m}$. The insets (all at the same magnification) show magnified sections of the images. The white inset scale bar at 1 ms in (a) is 2 mm: (a) 1 ms, (b) 8 ms and (c) 43 ms. (d–i) Magnified images showing the oil layer rupture and breakup for oil layer thicknesses of (d,e) $h=10~{\rm\mu}\text{m}$, (f,g) $h=30~{\rm\mu}\text{m}$ and (h,i) $h=100~{\rm\mu}\text{m}$. Here, $a$ is the air cavity, $r$ is the raindrop fluid layer and $s$ is the seawater. The arrows show the retracting oil film at 1 ms (d,f,h) and the collected oil droplets at 8 ms (e,g,i).

Figure 8

Figure 6.(a–h) Sample images showing the impact of the water droplet (same as in figure 3) on an oil layer thickness of $h=200~{\rm\mu}\text{m}$: (a) 1 ms, (b) 2 ms, (c) 4 ms, (d) 8 ms, (e) 19 ms, (f) 85 ms, (g) 380 ms, (h) 395 ms. The scale bars in the insets are 2 mm for that time point. The white arrows in (b–d) show the edge of the receding raindrop fluid. The white asterisks indicate examples of tracked lower crown rim positions. Magnified views showing the impact of the water droplet on an oil layer thickness of $h=200~{\rm\mu}\text{m}$ at (i) 1 ms, (j) 2 ms, (k) 15 ms and (l) 19 ms. Here, $a$ is the air cavity, $r$ is the raindrop fluid layer and $s$ is the seawater. The white arrows show the edge of the retracting raindrop fluid, the black arrows show the intact oil sheet in (i) and (j) and oil droplets in (k) and (l), and the dashed black arrows show the annular rim separating the upper and lower crowns in (i) and (k).

Figure 9

Figure 7.(a–h) Sample images showing the impact of a freshwater drop (same as in figure 3) on crude oil layer with thickness $h=400~{\rm\mu}\text{m}$: (a) 2 ms, (b) 5 ms, (c) 8 ms, (d) 31 ms, (e) 52 ms, (f) 118 ms, (g) 219 ms, (h) 255 ms. The inset to (b) shows a magnified section. The scale bar in the inset is 2 mm. The white arrows show the edge of the retracting raindrop fluid, the black arrows show the vesicle, the dashed black arrows show the annular rim between the upper and lower crowns and the white asterisks indicate examples of lower crown rim positions. (i) Magnified view of double-crown formation at 2 ms. The dashed black arrows show the annular rim between the upper and lower crowns. (j–l) Sample images showing an oil vesicle rising to the surface and rupturing. The view is partially obscured by the oil layer at the tank wall: (j) 656 ms, (k) 761 ms, (l) 767 ms, (m) 773 ms.

Figure 10

Figure 8.Sample parts of a time series showing the impact of a freshwater drop (same as in figure 3) on a crude oil layer above artificial seawater with thickness of $h=2300~{\rm\mu}\text{m}$: (a) 2 ms, (b) 8 ms, (c) 23 ms, (d) 113 ms. The white arrow shows the edge of the retracting raindrop fluid.

Figure 11

Figure 9.Sample parts of a time series showing the impact of a freshwater drop (same as in figure 3) on artificial seawater with an $h=500~{\rm\mu}\text{m}$ thick layer of premixed 1:25 DOR oil–dispersant mixture: (a) $-2$ ms, (b) 1 ms, (c) 3 ms, (d) 18 ms, (e) 28 ms, (f) 43 ms, (g) 75 ms, (h) 111 ms, (i) 168 ms, (j) 241 ms, (k) 721 ms, (l) 2538 ms, inset to (j) 274 ms, inset to (k) 977 ms. The white scale bars in the insets are 2 mm. The dashed black arrows show the upper rim of the lower crown and the white arrow shows the hole in the oil–dispersant layer.

Figure 12

Figure 10.The $\mathit{ReFr}_{h}{-}\mathit{We}_{h}$ plane showing classification of splash behaviour for droplet impact onto immiscible oil layers. Crown behaviour is classified by symbols into regimes separated by dashed lines. Oil layer behaviour is classified by colour into regimes separated by dotted lines. Alternate axes indicate directions of increasing oil layer viscosity ${\it\mu}_{h}$, layer thickness $h$, droplet impact speed $u$ and droplet diameter $d$.

Figure 13

Figure 11.Cavity volume at maximum cavity depth ($V_{c}^{max}/V_{d}$) as a function of Re for droplet impact on thick oil layers ($h=5.7d$) and for droplet impact on water (both for $d=3.8~\text{mm}$, $u=7.28~\text{m}~\text{s}^{-1}$). The symbols indicate crown behaviour and correspond to the same symbols as in figure 10.

Figure 14

Figure 12.(a) Sample parts of a time series showing the impact of a freshwater drop ($d=3.8~\text{mm}$, $u=7.28~\text{m}~\text{s}^{-1}$) on a thick gasoline layer ($h=5.7d$): (a) 1.3, 17.3 ms, (b) 2.7, 21.3 ms. (b) Sample parts of time series showing the impact of the same freshwater drop on a silicone oil layer ($h=5.7d$) above artificial seawater. Here, $Y_{R}^{min}$ at $t=21.3~\text{ms}$ indicates the height of the bubble canopy after full expansion of the cavity. In (a,b), the layers float above artificial seawater not visible in the images. (c) Non-dimensionalized crown rim trajectories created for the same drop impact on various oil layers of $h=5.7d$ and on artificial seawater. The time delay between points in each trajectory is 0.65 ms and the starting point represents the edge of the falling raindrop on the fluid surface on impact ($t=0~\text{ms}$).

Figure 15

Figure 13.(a) Bubble canopy closure time $t_{c}u/d$ as a function of $\mathit{We}_{t}$. (b) Maximum height of crown $Y_{R}^{max}/d$ as a function of $\mathit{We}_{t}$. (c) Canopy ceiling fall distance $(Y_{R}^{max}-Y_{R}^{min})/Y_{R}^{max}$ as a function of canopy closure time $t_{c}u/d$. The symbols correspond to the fluid types in figure 12.

Figure 16

Figure 14.Variation with time of the cavity volume $V_{c}/V_{d}$ for several crude oil layer thicknesses. The error bars indicate the standard deviation.

Figure 17

Figure 15.Variation of the mean and standard deviation of the horizontal ($X_{R}/d$) crown rim position with time for crude oil layer experiments for (a) the control and immediately rupturing cases, and (b) the control, delayed rupture and non-rupture cases (lower crown only).

Figure 18

Figure 16.Non-dimensionalized crown rim trajectories created by the control and (a) initially rupturing crude oil layers, (b) delayed and non-rupturing crude oil layers (lower crown only) and (c) crude oil layers with and without dispersant. The time delay between points in each trajectory is 1 ms, and the starting point represents the point where the crown first appears.

Figure 19

Table 4.Kinematic characteristics of the crown and cavity for the control and immediately rupturing oil layers at 2 ms ($tu/d=3.5$) after impact.

Figure 20

Figure 17.Example reconstructed holograms and vertical distribution of airborne droplets for (a) the control case, (b) crude oil with $h=30~{\rm\mu}\text{m}$, (c) crude oil with $h=400~{\rm\mu}\text{m}$ and (d) an $h=500~{\rm\mu}\text{m}$ layer of dispersant–crude oil mixture with $\text{DOR}=1:25$. The bottom of the field of view is located at $y=13~\text{mm}$.

Figure 21

Figure 18.Ensemble averaged size distributions of airborne droplets per realization (12–25 experiments) for (a) the control case, (b) oil with $h=30~{\rm\mu}\text{m}$, (c) oil with $h=400~{\rm\mu}\text{m}$ and (d) an $h=500~{\rm\mu}\text{m}$ layer of dispersant–oil mixture with $\text{DOR}=1:25$. The minimum resolution is $12.4~{\rm\mu}\text{m}$ and the bin width is $24.9~{\rm\mu}\text{m}$. Also shown are scatter plots of the corresponding droplet elevation angle ${\it\alpha}$ for 10 realizations for each of the four cases. The bottom of the field of view in which these data are acquired is located at $y=13~\text{mm}$.

Figure 22

Figure 19.Sample original holograms illustrating the impact of a freshwater droplet ($d=3.8~\text{mm}$, $u=7.28~\text{m}~\text{s}^{-1}$) on (a–d) artificial seawater (control case), $49~{\rm\mu}\text{s}$, (e–h) crude oil layer with $h=30~{\rm\mu}\text{m}$, $99~{\rm\mu}\text{s}$, (i–l) crude oil layer with $h=400~{\rm\mu}\text{m}$, $148~{\rm\mu}\text{s}$, and (m–p) an $h=500~{\rm\mu}\text{m}$ layer of premixed dispersant–oil mixture with $\text{DOR}=1:25$, $197~{\rm\mu}\text{s}$, (q–t) $246~{\rm\mu}\text{s}$.

Figure 23

Figure 20.(a) Sample original holograms illustrating the impact of a freshwater drop (same as figure 3) on the artificial seawater surface ($h=0$): 0 ms, 0.33 ms, 0.67 ms, 1 ms, 1.33 ms. Inset: sample reconstructed hologram at $t=0$ focusing on microdroplets generated during the initial splash. The arrows at 1 ms indicate droplets in the size range of $188{-}288~{\rm\mu}\text{m}$ already shed or being shed from ligaments. (b) Sample series of holograms illustrating satellite droplet formation from ligament breakup after the impact of a freshwater drop (same as figure 19) on an oil layer with $h=400~{\rm\mu}\text{m}$: 1.13 ms, 1.18 ms, 1.23 ms, 1.28 ms. The white arrows at $t=1.28~\text{ms}$ indicate satellite droplets.

Figure 24

Figure 21.Time series of cumulative distribution functions of the sizes of airborne droplets in proximity to the crown rim corresponding to the raindrop impact on seawater in figure 20(a).

Figure 25

Figure 22.Mean and standard deviation of ligament thickness with time. The solid symbols up to 1 ms are for ligament base diameters as measured from holograms. The hollow symbols are for ligament base diameters as measured from the high-speed visualization images. The solid symbols at 3.5 ms are for ligament diameters measured from the holograms at $y/d=3.3$.

Figure 26

Figure 23.Dynamic surface tensions of crude oil (squares) and premixed dispersant–oil mixture with DOR 1:25 (circles) at 22 °C. Dynamic interfacial tension of crude oil with seawater (diamonds) at 19 °C. The measurements were performed with the pendant drop technique. Grey level shadings indicate replicate measurement series.