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The Possibility of Changing the Wettability of Material Surface by Adjusting Gravity
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Yong-Ming Liu1, 2, Zi-Qing Wu1, Sheng Bao1, Wei-Hong Guo1, Da-Wei Li1, Jin He1, Xiang-Bin Zeng1, Lin-Jun Huang1, Qin-Qin Lu1, Yun-Zhu Guo1, Rui-Qing Chen1, Ya-Jing Ye1, Chen-Yan Zhang1, Xu-Dong Deng1, Da-Chuan Yin1, 3
Research. Vol 2020 Article ID 2640834
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Research. Vol 2020 Article ID 2640834
• Research Article •
The Possibility of Changing the Wettability of Material Surface by Adjusting Gravity
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Yong-Ming Liu1, 2, Zi-Qing Wu1, Sheng Bao1, Wei-Hong Guo1, Da-Wei Li1, Jin He1, Xiang-Bin Zeng1, Lin-Jun Huang1, Qin-Qin Lu1, Yun-Zhu Guo1, Rui-Qing Chen1, Ya-Jing Ye1, Chen-Yan Zhang1, Xu-Dong Deng1, Da-Chuan Yin1, 3
Affiliations
  • 1Key Lab of Space Bioscience & Biotechnology, School of Life Sciences, Northwestern Polytechnical University, Xi’an, 710072 Shaanxi, China
  • 2School of Bioengineering, Sichuan University of Science and Engineering, Zigong, 643000 Sichuan, China
  • 3Shenzhen Research Institute of Northwestern Polytechnical University, Shenzhen, 518057 Guangdong, China
About Author:

Authors’ Contributions

Y. M. Liu designed the experimental apparatuses, performed all of the experiments, analyzed the data, did theoretical analyses, and prepared the manuscript. D. C. Yin designed and supervised this study, did theoretical analyses, and revised the manuscript. Z. Q. Wu designed and manufactured the centrifuge and assisted in all of the experiments. S. Bao, W. H. Guo, D. W. Li, X. B. Zeng, L. J. Huang, and J. He performed the surface treatment of samples. Q. Q. Lu, C. Y. Zhang, X. D. Deng, Y. J. Ye, Y. Z. Guo, and R. Q. Chen analyzed the source data. Y. M. Liu and Z. Q. Wu contributed equally.

Published: 2020-01-20 doi: 10.34133/2020/2640834
Outline
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The contact angle, as a vital measured parameter of wettability of material surface, has long been in dispute whether it is affected by gravity. Herein, we measured the advancing and receding contact angles on extremely low contact angle hysteresis surfaces under different gravities (1-8G) and found that both of them decrease with the increase of the gravity. The underlying mechanism is revealed to be the contact angle hysteresis and the deformation of the liquid-vapor interface away from the solid surface caused by gradient distribution of the hydrostatic pressure. The real contact angle is not affected by gravity and cannot measured by an optical method. The measured apparent contact angles are angles of inclination of the liquid-vapor interface away from the solid surface. Furthermore, a new equation is proposed based on the balance of forces acting on the three-phase contact region, which quantitatively reveals the relation of the apparent contact angle with the interfacial tensions and gravity. This finding can provide new horizons for solving the debate on whether gravity affects the contact angle and may be useful for the accurate measurement of the contact angle and the development of a new contact angle measurement system.

Yong-Ming Liu, Zi-Qing Wu, Sheng Bao, Wei-Hong Guo, Da-Wei Li, Jin He, Xiang-Bin Zeng, Lin-Jun Huang, Qin-Qin Lu, Yun-Zhu Guo, Rui-Qing Chen, Ya-Jing Ye, Chen-Yan Zhang, Xu-Dong Deng, Da-Chuan Yin. The Possibility of Changing the Wettability of Material Surface by Adjusting Gravity[J]. Research, 2020 , 2020 (1) : 2640834 - . DOI: 10.34133/2020/2640834
Wetting is one of the basic characteristics of solid surfaces. It is very important for processes like adhesion [1], self-cleaning [2], fluid drag reduction [3], heterogeneous nucleation [4], and the formation of coffee rings [5]. Therefore, it has attracted immense interest in a large diversity of research fields ranging from physical, biological, and environmental sciences. Owing to its complexity, wetting and the parameter used to measure it, the contact angle, have been investigated for many years [6–27]. Currently, thousands of papers are published annually about the topic. However, there are still fundamental questions to be answered. The relationship between the wetting and gravity is one of them.
In 1805, Young pointed out that every solid-liquid pair has an “appropriate angle of contact” [6]. This “appropriate angle of contact” is called Young’s contact angle. According to his description, a famous equation named Young’s equation can be written as
(1)γlvcosθY=γsv−γsl,
where γlv is the liquid-vapor interfacial tension, γsv is the solid-vapor interfacial tension, γsl is the solid-liquid interfacial tension, and θY is Young’s contact angle for a drop on a solid.
Because the disjoining pressure, resulted from the intermolecular interaction, makes the structure of three-phase contact line complicated, Benner et al. [28] referred to Young’s equation not being valid, and the alternative equations for contact angle were derived by other researchers [29–32] based on various intermolecular force models. This issue was resolved by Keller and Merchant [33], and a precise mathematical definition for the contact angle was proposed: a boundary condition to the Young-Laplace equation where the film thickness is 0. Physically, as addressed by de Gennes [34], Young’s contact angle is a measurable macroscopic contact angle which is on a scale above that of long-ranged intermolecular forces [34]. At present, it is considered that Young’s equation describes the relationship between macroscopic, measurable, thermodynamic variables, and the contact angle. And the interfacial tensions refer to the constant, interfacial Gibbs free energies far from the contact line. In Young’s equation, gravity is not included as a variable.
Some researchers [8–14] also derived the same Young’s equation based on the thermodynamics of wetting and pointed out that the contact angle depends only on the physical and chemical properties of the solid, liquid, and vapor accordingly and is not affected by gravity. Gravity only affects the shape of the drop [8–14]. Recently, Bormashenko imposing the transversality conditions on the variational problem of wetting also demonstrates that gravity does not influence equilibrium contact angles [35–37]. However, many experimental observations [15–27] under some gravities (≤2G) differed from these theoretical conclusions. This discrepancy becomes an important issue, especially in the space era, when interfacial phenomena frequently draw more attention because they are dominant events in microgravity and much different from those observed on Earth. Extensive studies on wetting and the contact angle are beneficial for clarifying this issue.
It is generally believed that Young’s contact angle represents the contact angle of the liquid on an ideal surface, which refers to a rigid, smooth, chemically homogeneous, and inert surface. On an ideal surface, the system has a single and unique contact angle. However, for a real solid surface and a liquid, many contact angles can be measured since the system has many metastable equilibrium states, and each metastable equilibrium state corresponds to one contact angle [38]. Among these contact angles, the lowest metastable contact angle is the receding contact angle, and the highest one is the advancing contact angle [38]. They can be measured by receding and advancing liquid on a solid surface [7, 38, 39]. And the difference between advancing and receding contact angles is called contact angle hysteresis. Nearly all real solid surfaces exhibit contact angle hysteresis [7, 39, 40]. Only a few smooth, chemically homogeneous, and inert real surfaces possess very low contact angle hysteresis [41, 42]. They are the ones that most closely approach an ideal surface. The contact angles on these low contact angle hysteresis surfaces are very close to Young’s contact angle. Previous experimental studies [15–27, 43] at different gravities used ordinary surfaces. Thus, the results of the effect of gravity on the contact angle may be caused by contact angle hysteresis. To rule out this possibility, it is necessary to systematically study the relationship between the contact angle and gravity using surfaces with low contact angle hysteresis.
In addition to the requirement for using low contact angle hysteresis surfaces, clarification of the relationship between the contact angle and gravity needs to consider the drop size.
Even on ideal surfaces, the contact angle is affected by the drop volume increases, due to line tension σ [9, 44]. Equation (2) is the line tension-modified Young’s equation:
(2)γsv=γlv⋅cosθY+γsl+σR,
where R is the three-phase contact radius.
According to Equation (2), when the drop is large enough, the effect of the line tension σ can be ignored [7, 38]. Furthermore, in order for the measurement and interpretation to be meaningful, the drop must be sufficiently large compared with the size scale of heterogeneity that ensures the drop base is axisymmetric [45]. Therefore, reproducible and reliable measurement of the contact angle shall be carried out using large drops. In the literatures, it has been reported that the radius of the sessile drop should be larger than 2.5-3.5 mm [46] or even larger than 3.0-5.0 mm [7], especially for chemically and morphologically heterogeneous surfaces. In previous experimental measurements of the contact angle under different gravities, large drops were rarely used.
In general, the sessile droplet on an inclined plate (real surface, not idea surface) will be deformed due to the pinning of the contact line and gravity, and the contact angle will be changed by gravity [47–51]. This issue was widely investigated by researchers [47–51]. The tilt plate method is also used to measure the advancing and receding contact angle. However, they are related to the weight of the drop. According to literature report, the advancing and receding contact angles obtained by the tilt plate method are not consistent with that obtained by the sessile drop [38, 45]. Thus, the sessile drop method is employed in this study.
In this study, the advancing and receding contact angles of large drops on solid surfaces with extremely low contact angle hysteresis under a wide range of gravities (1-8 G) were measured for the first time. The large range of hypergravities (1-8 G) were generated by a long-arm (d=6 m) centrifuge which was specially designed and developed for the accurate measurement of apparent contact angles via a remote control. The dynamic process of gravity affecting the apparent contact angle was analyzed by solving the augmented Young-Laplace equation. The relationship between the contact angle measured by the optical method and the real contact angle was discussed. And a new equation describing the relationship between gravity and the apparent contact angle was presented. The discovery can provide new horizons for solving the debate on whether gravity affects contact angle and may be useful for the accurate measurement of the contact angle and the development of a new contact angle measurement system.
The contact angles of liquids on solid surfaces were measured under different gravities generated by a home-made specially designed long-arm (d=6 m) centrifuge (Figures 1(a) and 1(b)). The maximum rotation rate of this centrifuge is 65 RPM. It can provide a stable and long durable gravity level of 1-8 G. The contact between the liquid and solid surface takes place at point B which is inside a sealed box in the contact angle measurement unit (Figure 1(c)). The contact angle measurement unit (Figure 1) hangs on one end of the long-arm, while an object of the same weight hangs on the other end of the long-arm for balance (Figure 1(b)). The liquid can be injected onto or withdrawn from the solid surface through a syringe via a remote liquid control unit (Figure 1(b)). A CCD camera equipped with a low distortion telecentric lens (resolution: 22~37 lp/mm) is used to capture the contact process between the liquid and solid surface, and a video of this process can be transmitted by a wireless video transmission system (Figure 1(b)). From the video, the images of the sessile drops can be captured, and the contact angle can be determined from the images using the DropSnake program [52].
In this work, silicon wafers were treated using DMDCS (dimethyldichlorosilane), PDMS2K (trimethylsilyl-terminated linear poly (dimethylsiloxane), MW 2,000), and PDMS9K (trimethylsilyl-terminated linear poly (dimethylsiloxane), MW 9,000) to obtain smooth surfaces with low contact angle hysteresis. Their morphologies were studied by AFM (Atomic Force Microscope) (Figure 2(a)). It can be seen that the roughness of all surfaces is ~1 nm. Compared with the DMDCS, PDMS2K and PDMS9K have many small hills, and those of the PDMS9K are rougher than those of the PDMS2K. The low-rate dynamic contact angles of water, ethylene glycol, and glycerol on these surfaces were measured under 1-8 G. Figure S1 shows the measurement results of the contact angle of water on DMDCS at different gravities. The results show that the DMDCS was indeed low contact angle hysteresis surface. Most of the other surfaces also exhibited the same properties. Figure 2(b) shows the contact angles of different liquids on different solid surfaces at 1-8 G. It can be seen that the contact angle hysteresis was very low (<3°) in most cases except for ethylene glycol and glycerol on PDMS9K. Generally, surface roughness and chemical heterogeneity will lead to pinning of the three-phase contact line, which subsequently results in contact angle hysteresis [35, 53]. For the PDMS9K, the pinning effect of these small hills on the three-phase contact line may be the reason for the relatively larger contact angle hysteresis.
From Figure 2(b), it can also be seen that the apparent contact angle decreased as gravity increased, especially for the advancing contact angle. Although low contact angle hysteresis surfaces were used in this study, the contact angle hysteresis still exists. Thus, the decrease of the apparent contact angle with the increase of gravity may be related to contact angle hysteresis.
For a drop on a real surface, the wetting state is generally in a metastable equilibrium state, and the most stable equilibrium state is difficult to achieve because many energy barriers need to be overcome [38]. The advancing and receding contact angles can be easily measured because of the low energy barrier [38]. Generally, additional energy can overcome the energy barrier and make the wetting state reach a more stable equilibrium state [38, 45]. The direct result is that the additional energy decreases the advancing contact angle and increases the receding contact angle [38]. The increasing gravity may provide additional energy to make wetting reach a more stable state, so that the advancing and receding contact angles are different under different gravities. However, upon checking the data in Figure 2(b) more carefully, we found that all receding contact angles do not increase with the increase of gravity as predicted by theory except receding contact angles of ethylene glycol on DMDCS and PDMS9K. In addition, by comparing Δθ (the difference in the contact angles at 1 G and 8 G) and ΔH (the average contact angle hysteresis) (Figure 2(c)), we also found that in six of nine liquid-solid contact systems, Δθ was greater than ΔH. This means that the apparent contact angle decrease relative to the increasing gravity was not only caused by contact angle hysteresis.
As showed in Figures 2(b) and 2(c), the apparent contact angles are affected by gravity. The direct consequence of gravity for a drop is the presence of the hydrostatic pressure, which means that the apparent contact angle under gravity is related to the hydrostatic pressure.
Figure 3(a) shows example images of the sessile drop (water on DMDCS, R=2.5 mm) under gravities ranging from 1 to 8 G. It can be seen that the height h of the drops decreased upon increasing gravity (Figure 3(b)). However, the hydrostatic pressure ρgh at the three-phase contact line was increasing during the increase of gravity g (Figure 3(c)). This result means that the effect of gravity on the hydrostatic pressure is more significant than that of the drop height. The results of all hydrostatic pressure cases investigated in this research are summarized in Figure 3(d), which show that the hydrostatic pressure does increase with increasing gravity, despite the height of the drop decreasing with increasing gravity. However, how does the hydrostatic pressure affects the apparent contact angle?
In the conventional analysis of the equilibrium of forces near the three-phase contact line, Young’s equation was obtained [6] (Figure 3(e)), and the hydrostatic pressure was not considered. In gravitational field, the diagram of the hydrostatic pressure (red arrows) acting on the liquid-vapor interface of the drop of the three-phase contact region is shown in Figure 3(f). The hydrostatic pressure increases from 0 to ρgh from the top to the bottom of the drop. As shown in Figure 3(f), the drop will be deformed due to the hydrostatic pressure, leading to a smaller contact angle as compared with that without considering gravity. With increasing gravity, the hydrostatic pressure will increase, so that the deformation of the drop will be more significant, resulting in a smaller contact angle (Figure 3(d)).
However, theoretically, the contact angle has nothing to do with gravity, whether the disjoining pressure is ignored (such as derivation of Young’s equation by Bormashenko [35, 36]) or considered (for an example, the classical work by Starov and Velarde [37]). This is in contradiction with our experimental results. The possible reason is that the contact angles we measured are the apparent contact angles, not the mathematically defined contact angles. They are on the liquid-vapor interface and away from the solid surface due to the low resolution of the measurement system. If the resolution of the measurement system is high enough, we will see the real three-phase contact region. In this region, viscous resistance, resulted from the intermolecular interaction, is very high. Compared with the disjoining pressure, ~106 N/m2, the hydrostatic pressure (~102 N/m2 under 8G) is much smaller, and it is impossible to deform the liquid-vapor interface in the three-phase contact region. The deformation of liquid-vapor interface caused by hydrostatic pressure can only occur in the area controlled by capillary action far away from the solid surface and the three-phase contact region. The situation shown in Figure 3(d) is just a macrosituation. In fact, the measured apparent contact angles are the angles of inclination of a certain position on the liquid-vapor interface. In order to confirm this point, it is necessary to study the relationship between droplet profile and inclination angle under different gravities.
In this part, we use the method of Diaz et al. [31] to deduce the relationship between drop profile and inclination angle of liquid-vapor interface. Figure 4 shows the 2D profile of a liquid-vapor interface shape in the vicinity of the contact line. As shown in Figure 4, there are three regions—molecular, transition, and capillary regions. The molecular region is dominated by the disjoining pressure and spatially varying interfacial free energies resulted from the molecular interaction; the capillary region is dominated by the capillarity and gravity; and in the transition region, the disjoining pressure competes with the hydrostatic pressure, and the surface tension is assumed constant. Within the molecular region, the equation for the shape of the liquid-vapor interface is the fully augmented Young-Laplace equation [31]:
(3)glvh,θ2H=−∏h,θ−pl−pv,
where glvh,θ is liquid-vapor interfacial free energy, h is the film thickness, θ is the angle of inclination of the liquid-vapor interface, 2H is the curvature, Πh,θ is the disjoining pressure, pl is the pressure in liquid, and pv is the pressure in vapor. Above the molecular region, glvh,θ becomes a constant, γlv.
In Equation (3), 2H can be expressed by
(4)2H=‐dcosθdh.
For convenience, considering only the contribution from Van der Waals force, the disjoining pressure can be expressed by
(5)‐∏h,θ=ALLGθ−ASL6πh3,
where A is Hamaker constants, Gθ=1/2+3/4cosθ−1/4cos3θ [54].
By introducing a molecular film thickness, hm,
(6)hm=ALLGθ0−ASL6πγlv,
then,
(7)∏h=‐γlvhm2h3.
For the liquid slice, the hydrostatic pressure at any point on the interface can be expressed by
(8)pl−pv=ρghe−h,
where he, the equilibrium height of the drop, is a certain constant at a particular gravitational level; h is the height of any point on the liquid-vapor interface.
Outside the molecular region, an augmented Young-Laplace equation can be obtained by combining Equations (3), (4), (7), and (8)
(9)‐dcosθdh=hm2h3−he−hκ‐12,
where κ‐1=γlv/ρg is the capillary length.
Integrating Equation (9) and imposing h=he, θ=0 yields the solution
(10)cosθ=hm22h2−hm22he+1−he22⋅κ‐12+hheκ‐12−h22⋅κ‐12.
Without the disjoining pressure, Equation (10) becomes the Young-Laplace equation:
(11)cosθ=1−he22⋅κ‐12+hheκ‐12−h22⋅κ‐12.
Figure 5(a) shows a variation of the angle θ of the water drop on DMDCS with the film thickness h under different gravity (θ is calculated by using Equation (10) and assuming hm=2×10−9 m). It can be seen that the transition region, where the film curvature is negligible, decreases with the increasing gravity. When gravity increases to 100,000 G, the linear transition region of the liquid-vapor interface begins to deform. However, the contact angle θ0 (h=0 m) is independent of gravity. Only above the transition region, the angles of inclination of the liquid-vapor interface decrease with the increase of gravity.
In this study, the resolution of the measurement system is of 22~37 lp/mm. That is, the minimum size that the measurement system can identify is of 2.7×10−5~4.5×10−5 m. On this scale, our experimental results (Figure 2(b)) are in good agreement with the theoretical values (Figure 5). That means the measured apparent contact angles, θma, are angles of inclination of the liquid-vapor interface at a distance of 10-4~10-5 m from the solid surface. In other words, the measured apparent contact angles are not the real contact angles. The measured apparent contact angles depend on the resolution of the measurement system.
From Figure 5, we can also see that the lower the gravity is, or the higher the resolution of measurement system is, the closer the measured apparent contact angle is to the real contact angle. Therefore, it is suggested to measure the contact angle under a lower gravity environment or using a higher resolution measurement system.
In this section, for convenience, only the distribution of Van der Waals force to the disjoining pressure was considered. In fact, for water, other two components, electrostatic component and structural component, are also important components for the disjoining pressure. Unfortunately, there are no firm and precise theoretical equations for these two components [55]. The real shape of the three-phase contact region for water or aqueous solution under high gravity may be very complex.
The contact angle is independent on gravity. However, the measured apparent contact angle, which is an angle of inclination of the liquid-vapor interface away from the solid surface, can be affected by gravity. It is related to the resolution of the measurement system. In order to clarify the relationship between the apparent contact angle and gravity, neglecting completely the disjoining pressure, we used the mechanical method of deriving the Young-Laplace equation [56], with consideration of the presence of hydrostatic pressure, liquid-vapor, solid-vapor, and solid-liquid interfacial tensions. And for this large drop, we consider a small rectangular section (ABCD, Figure 6) of the liquid-vapor interface at the three-phase contact line, where CD is a segment of the apparent three-phase contact line. The liquid-vapor interfacial tension forces pull the three edges of surface ABCD along the tangent direction perpendicular to the edges, and the solid-liquid and the solid-vapor interfacial tension forces Fsl and Fsv pull the side of CD along the horizontal direction. If the sessile drop is in gravity g, the surface ABCD will experience a hydrostatic pressure, resulting in a force Fg that is perpendicular to the surface. The sum of the forces in the horizontal direction must be zero (detail showed in Supplementary Materials). And a new equation can be written as below:
(12)γsv=γlv⋅cosθ+γsl−ρghehs,
where he is the height of the drop and hs,BC⋅sinθ, is an unknown length and is related to the resolution of the measurement system. When hs equals to 0, the measured apparent contact angle will be equal to the real contact angle. When hs is not equal to 0, the apparent contact angle is dependent on gravity g. The larger the hs is, the more obvious is the influence of gravity on the contact angle.
From Equation (12), it can be seen that the dependence of the apparent contact angle on gravity depends on hs. Therefore, it is possible to use the calculated contact angle to fit the measured apparent contact angle by adjusting the value of the length hs. The schematic flowchart of the calculation process is shown in Figure S2. Table 1 shows the results of the value of hs. From Table 1, we can see that the scale of the hs value is 10-4~10-5 m. It is also consistent with the results which are shown in Figure 5 and the resolution of measurement system which is used in this study.
In this work, we found that the contact angle was not affected by gravity, while the measured apparent contact angle was gravity-dependent. The measured apparent contact angle is not the real contact angle. Actually, it is the angle of inclination of the liquid-vapor interface far away from the solid surface. The contact angle cannot be measured by the optical method because it depends on the resolution of the measurement system. However, using a high-solution measurement system, one can obtained an approximation of the contact angle. This is of great significance for the accurate measurement of the contact angle and the development of a new contact angle measurement system. Furthermore, with the combination of theoretical derivation and experimental measurements, we obtained a new equation (Equation (12)), which can be used to calculate the apparent contact angle at different gravities based on the resolution of measurement system. This study can provide new horizons for solving the debate on whether gravity affects contact angle.
Purified water (18 MΩ·cm, obtained using a Millipore Milli-Q system), ethylene glycol (CP, purchased from Sinopharm Chemical Reagent Co. Ltd., China), and glycerol (CP, purchased from Sinopharm Chemical Reagent Co. Ltd., China) were chosen as probe liquids.
Silicon wafers (100 orientation, P/B doped, resistivity from 20 to 40  Ω·cm) were chosen as the substrate for the preparation of the probe surface, which were purchased from Zhejiang Li Jing Silicon Material Co. Ltd., China. Disks (4 inches) was cut into rectangular shapes of about 2 cm×4 cm and then soaked in a freshly prepared mixture of 7 parts concentrated with sulfuric acid and 3 parts 30% hydrogen peroxide at 150°C for 30 min, rinsed with purified water, dried in a clean oven at 120°C for 1-2 h, and then allowed to cool to room temperature.
The dry silicon wafers were transferred to a flask containing 0.5 mL of DMDCS. To make sure there was no direct contact between the liquids and solid surfaces, silicon wafers were placed in an oven at 70°C for 3 days, and then rinsed sequentially with toluene, ethanol, ethanol-purified water (1 : 1), and purified water, and dried in a clean oven at 120°C for 1-2 h [42].
The dry silicon wafers were transferred to a flask and wet with PDMS2K or PDMS9K(purchased from Sinopharm Chemical Reagent Co. Ltd., China), placed in a clean oven at 100°C for 24 h, rinsed sequentially by copious toluene, acetone, and purified water, and dried in a clean oven at 120°C for 1-2 h [41].
The surface morphology was studied using atomic force microscopy (PicoPlus AFM, manufactured by Modular Imaging, USA), and tapping mode was selected. The scanned domain was 10.0 μm×10.0 μm. The roughness of the sample surfaces was analyzed from the AFM images with PicoView 1.12 Software (Agilent Technologies, USA).
The contact angles of liquids on solid surfaces were measured under different gravities generated by a long-arm centrifuge. Each measurement was carried out at a new location on the sample surface. The advancing/receding velocity of the three-phase contact line was 0.1-1.5 mm/min.
  • Scientific Research Foundation for the Introduction of Talent of Sichuan University of Science and Engineering(2017RCL75)
  • National Natural Science Foundation of China(U1632126)
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Article Info
doi: 10.34133/2020/2640834
  • Receive Date:2019-07-07
  • Online Date:2026-10-27
  • Published:2020-01-20
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  • Received:2019-07-07
  • Accepted:2020-01-01
Funding
Scientific Research Foundation for the Introduction of Talent of Sichuan University of Science and Engineering(2017RCL75)
National Natural Science Foundation of China(U1632126)
Affiliations
    1Key Lab of Space Bioscience & Biotechnology, School of Life Sciences, Northwestern Polytechnical University, Xi’an, 710072 Shaanxi, China
    2School of Bioengineering, Sichuan University of Science and Engineering, Zigong, 643000 Sichuan, China
    3Shenzhen Research Institute of Northwestern Polytechnical University, Shenzhen, 518057 Guangdong, China
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表12种不同金属材料的力学参数
科
Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)
属
Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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