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Disentangling Planets from Photoelectric Instability in Gas-rich Optically Thin Dusty Disks

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Published 2019 December 4 © 2019. The American Astronomical Society. All rights reserved.
, , Citation Areli Castrejon et al 2019 ApJ 887 6 DOI 10.3847/1538-4357/ab3f3b

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0004-637X/887/1/6

Abstract

Structures in circumstellar disks such as gaps and rings are often attributed to planets. This connection has been difficult to show unequivocally, as other processes may also produce these features. In particular, a photoelectric instability (PEI) has been proposed, operating in gas-rich optically thin disks, that generates structures predicted by planet–disk interactions. We examine the question of how to disentangle the planetary effects on disk structure from the effects of the PEI. We use the Pencil Code to perform 2D global hydrodynamical models of the dynamics of gas and dust in a thin disk with and without planetary perturbers. Photoelectric heating is modeled with an equation of state where pressure is proportional to dust surface density. The drag force on grains and its backreaction on the gas are included. Analyzing the situation without PEI, we find that gas–dust interactions alter the shape of the planetary gap from the dust-free case when the local dust-to-gas ratio ε approaches unity. This result also applies to primordial disks, because dust drifting inward accumulates at the edge of the planetary gap, and any initial dust-to-gas ratio eventually achieves ε = 1 if the dust reservoir is sufficient. We find a result particular to high dust-to-gas ratio disks as well: as dust drifts inward, the dust front becomes a sharp transition, and the backreaction triggers the Rossby wave instability. When PEI is included, we find that it obscures structures induced by planets unless the planet's mass is sufficiently large to carve a noticeable gap. Specifically, the instability generates arcs and rings of regular spacing: a planet is discernible when it carves a dust gap wider than the wavelength of the PEI.

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1. Introduction

Exoplanets form and dwell in disks of gas and dust, which show rings, spirals, and other patterns in optical (Grady et al. 2013; Hornbeck et al. 2016; Konishi et al. 2016), infrared (Currie & Kenyon 2009; Currie et al. 2014, 2016; Benisty et al. 2015), and submillimeter images (Andrews et al. 2011; Muto et al. 2012; Dong et al. 2015, 2017; Dong & Dawson 2016). Planets orbiting in disks perturb them gravitationally, creating similar patterns to those observed (Kley & Nelson 2012) that have, in turn, been used to infer the presence of hidden planets and constrain their properties (e.g., Kuchner & Holman 2003; Chiang et al. 2009; Dong et al. 2016; Dipierro & Laibe 2017; Dong & Fung 2017; Hord et al. 2017). A planet has been observed within the gap of the transition disk around PDS 70 (Keppler et al. 2018; Müller et al. 2018), a disk that indeed shows several of the features predicted by planet–disk interaction, validating the approach of using disk features as signposts for planets.

Yet our understanding of disk processes and planet–disk interaction is not complete. The dynamics of planet–disk interaction are usually modeled in the dust- or gas-free limits. The former (e.g., Kley & Nelson 2012) is applicable to primordial disks, where gas dominates the dynamics, entraining the dust grains seen in optical and infrared images. The latter (e.g., Kuchner & Holman 2003) is applicable to debris disks, where dust dominates the dynamics. But as disks evolve from gas-rich toward sparse, gas-free systems like our own solar system, they inevitably pass through a phase when they become optically thin, and the gas-to-dust mass ratio drops to the range of 0.1–1. In this phase, the disk physics becomes more complex, because dust grains and gas molecules both interact with stellar photons, and both gas and dust play an important role dynamically due to their similar total masses (Klahr & Lin 2005; Besla & Wu 2007). This phase corresponds to young debris disks and certain regions of every transitional and pretransitional disk.

Over the past two decades, studies have shown that gas is indeed a common component of many debris disks (e.g., Chen & Jura 2003; France et al. 2007; Redfield 2007; Roberge & Weinberger 2008; Moór et al. 2011; Welsh & Montgomery 2013; Riviere-Marichalar et al. 2014; Moór et al. 2015; Lieman-Sifry et al. 2016; Marino et al. 2016, 2017; Hales et al. 2017). The bulk of the gas may be metals, or it may be molecular hydrogen, which is much more difficult to detect (Thi et al. 2001). The origin of the gas in these disks is a matter of continued debate. It is either leftover primordial gas, or it is produced from solid debris by photodesorption (Grigorieva et al. 2007) or collisions (Czechowski & Mann 2007), processes that should occur in every debris disk at some level.

We have only just begun to understand which processes dominate in gas-rich optically thin disks, the nature of the hydromagnetic turbulence (Kral & Latter 2016), the instabilities that can arise, and how these processes can affect the morphology of these disks. As a matter of fact, gap carving by a planet, a problem long benchmarked (de Val-Borro et al. 2006), has never been studied in the regime of dust-to-gas ratios close to unity. Gap carving is relatively well understood for gas-rich primordial disks, for which the dust backreaction can usually (but not always) be ignored, as the dust-to-gas ratio is close to the interstellar value ($\varepsilon \approx {10}^{-2}$).

In this case, gas is cleared away by planetary torques, and viscous torques tend to fill the gap (Kley & Nelson 2012, and references therein). It is also relatively well understood for gas-free debris disks, as objects are cleared away by eccentricity pumping at resonances, leaving the planet neighborhood following the so-called Tisserand tails (e.g., Zhu et al. 2014). Yet when both gas and dust are dominant, gap carving may deviate significantly from these idealized cases. This leads to the first question we pose: what happens to a disk gap when dust is added to the point that the gas drag backreaction changes the torques acting to close the gap?

A second question we pose, which depends on understanding the first, is related to the combined effect of the gravitational potential of a planet and a dynamical instability in gas-rich optically thin disks. The instability, suggested by Klahr & Lin (2005) and Besla & Wu (2007), is affected by the combined operation of two dynamical processes. First, if the disk is optically thin, stellar UV photons eject electrons from dust grains, heating the gas (Jonkheid et al. 2004; Kamp & van Zadelhoff 2004; Zagorovsky et al. 2010). Second, the hot gas provides a local pressure maximum that concentrates the dust grains (Whipple 1972), establishing a positive feedback process. In just a few orbital periods, this photoelectric instability (PEI) can radically reshape the disk structure. In the first 2D and 3D models of this instability, Lyra & Kuchner (2013) found that the PEI would concentrate power in high wavenumbers if not for the effect of the gas drag backreaction, which organizes the dust in rings and arcs. They also found that the PEI leads to several patterns usually associated with planet–disk interactions, challenging any correlations drawn between dust structures and perturbing planets. Richert et al. (2018) incorporated radiation pressure into a PEI model and showed that while grains of different sizes feel very different amounts of different radiation pressure force, the PEI can still produce dramatic structures in such a more realistic disk model, depending on the parameters of the system. The morphology of the flow depends strongly on the gas density (which determines the gas drag), the dust density (which determines the photoelectric heating), and the dust-to-gas ratio (which determines the drag backreaction). For disks with a modest level of gas, ≈10−6 g cm−2, and a dust-to-gas ratio ε = 10−1, sharp concentric rings and arcs are seen, showing the anticorrelation between gas and dust seen in models of the PEI without radiation pressure (Lyra & Kuchner 2013). For a higher surface density ≈10−4 g cm−2 and lower gas-to-dust ratio ε = 10−3, erratic spiral structure is seen throughout the disk, with transient small-scale structure in dynamical timescales and no obvious tendency of the dust and gas to anticorrelate. At even higher gas densities, outward gas flows can entrain even larger grains that do not participate in the instability.

Given the variety of structures that the PEI can generate in a disk, which muddles an unequivocal association with planetary perturbations, a natural question to ask is: what are the expected patterns when both a planet and PEI are present in a disk? How do we disentangle them? This is the goal of the current study.

We structure this paper as follows. In Section 2 we describe the equations and numerical method used. In Section 3 we present our results, in Section 4 we discuss caveats regarding this research, and we conclude in Section 5.

2. Method

2.1. The Equations

We work in the thin disk approximation using the vertically averaged equations of hydrodynamics. Our model includes gas and dust; the gas is evolved in an Eulerian grid, whereas the dust is treated as Lagrangian particles. The equations solved are

Equation (1)

Equation (2)

Equation (3)

Equation (4)

Equation (5)

Equation (6)

and

Equation (7)

In the equations above, Σg and Σd are the vertically integrated gas and bulk densities of dust, respectively. Their quotient defines the dust-to-gas ratio ε = Σdg.5 The velocity of gas parcels is given by ${\boldsymbol{u}};$ P stands for the vertically integrated pressure, Φ is the gravitational potential, and ${\boldsymbol{v}}$ is the velocities of dust grains. The gravitational potential includes contributions from the star and embedded planets, treated as massive particles with an N-body evolution dynamically integrated with the hydrodynamics evolution. In Equation (4), G is the gravitational constant, Mi is the mass of particle i, and ${R}_{i}=| {\boldsymbol{r}}-{{\boldsymbol{r}}}_{{p}_{i}}| $ is the distance relative to particle i, located at ${{\boldsymbol{r}}}_{{p}_{i}}$. The quantity bi is the distance over which the gravity field of particle i is softened to prevent singularities. In Equation (3), S is the gas entropy, given by

Equation (8)

where ${c}_{{}_{V}}$ is the specific heat at constant volume, $\gamma ={c}_{p}/{c}_{{}_{V}}$ is the adiabatic index, and cP is the specific heat at constant pressure; P0 and Σg0 are the reference pressure and gas density values, respectively. In Equation (3), T stands for the gas temperature,

Equation (9)

where cs is the sound speed; ${\tau }_{{}_{T}}$ is the thermal coupling time between gas and dust. The quantity Tp is the gas temperature set by equilibrium between the different heating and cooling processes, including photoelectric heating. Calculating it accurately necessitates a detailed radiative transfer that is beyond the scope of the present work. Instead, we use a simple prescription for the gas temperature set by photoelectric heating as used in Klahr & Lin (2005),

Equation (10)

where T0 is a reference temperature. We keep β = 1 (see the Appendix of Klahr & Lin 2005 and Figure 1 of that work for the estimate of β ≈ 1 given by a balance between photoelectric heating of silicate grains and cooling via the C ii line). In the Lagrangian dust equations, ${{\boldsymbol{v}}}_{p}$ is the velocity of a dust grain, and ${{\boldsymbol{x}}}_{p}$ is its position. The last term in Equation (7) is the drag force by which gas and dust interact dynamically. It brings the velocities of the dust grains to that of the gas within the timescale ${\tau }_{{\rm{f}}}$, the friction time. The last term in Equation (2) is the backreaction of the drag force. We choose the friction time as proportional to the local orbital period

Equation (11)

as in this case, the relative timescales (the PEI growth rate also scales with the orbital period) are similar at all radii.6 We keep ${{\tau }_{{\rm{f}}}}_{0}{{\rm{\Omega }}}_{0}=1$. The operator

Equation (12)

represents the advective derivative.

Given that the goal of this work is to examine the competing roles of the PEI and gravitational perturbation by a planet, we ignore the effects of radiation pressure. Because the thermal time is expected to be very low, we use the instantaneous thermal coupling approximation (Lyra & Kuchner 2013). That means that instead of solving the energy equation, we equate T = Tp and update the sound speed accordingly. This change effectively amounts to choosing a new equation of state that depends on the dust density,

Equation (13)

We solve the equations with the Pencil Code,7 which integrates the evolution equations with sixth-order spatial derivatives and a third-order Runge–Kutta time integrator. Sixth-order hyperdissipation terms are added to equations of motion to provide extra dissipation near the grid scale. They are needed because the high-order scheme of the Pencil Code has little overall numerical dissipation (McNally et al. 2012). The calculations are sped up by using the "fargo" orbital advection algorithm (Masset 2000; Lyra et al. 2017).

2.2. Run Parameters and Units

The simulations are performed on a uniform cylindrical grid (coordinates r, ϕ) with resolution (Nr, Nϕ) = (528, 528), linear domain Lr = [0.4, 2.5], and full 2π coverage in azimuth. To represent the dust grains, 200,000 Lagrangian superparticles are scattered uniformly across the disk. The star and planet orbit around the barycenter of the system in circular orbits. Disk self-gravity is ignored. We ran simulations with three different planet masses. The mass ratios of the planet to the host star are q = 10−3, 10−4, and 10−5. For each planet, we simulated five different dust-to-gas ratios, from 10−4 to 1, logarithmically spaced. The runs from ε = 10−2 to 1 are in the zone of highest growth rate for the PEI (Lyra & Kuchner 2013; Richert et al. 2018). We choose our units such that

Equation (14)

All quantities with subscript "0" are measured at r0. For r0 = 100 au and M = 1M, our unit of time is ≈160 yr, and the unity of velocity is ≈3 km s−1. We investigate disks of aspect ratios h ∈ {0.05, 0.1, 0.2}, where h = H/r, with H = cs/Ω the disk scale height. For a solar mixture of molecular hydrogen and helium of mean molecular weight μ = 2.5 and γ = 7/5, these correspond to temperatures of T = 5, 20, and 80 K, respectively. We consider monodispersive particles of radius a = 1 μm. This choice, along with the choice of Stokes number unity,

Equation (15)

sets the unit of density.8 This is because the friction time in the Epstein regime is

Equation (16)

where ρ is the grain internal density. For icy grains, it should be ρ ≈ 1 g cm−3. Multiplying Equation (16) by Ω to obtain the Stokes number and setting to 1 yields, solving for density,

Equation (17)

which, for h = 0.1, results in ρ ≈ 10−8 g cm−3, with an associated column density of ${\rm{\Sigma }}=\sqrt{2\pi }\rho H\approx 2.5\times {10}^{-4}$ g cm−2. We keep the gas and dust densities constant with radius, whereas the temperature decreases according to T = T0rb. We usually use b = 1 corresponding to a negative global pressure gradient, causing the dust to slowly drift inward. Although a drift is present, the resolution is not high enough to capture the streaming instability (Youdin & Goodman 2005; Johansen et al. 2007; Lyra & Kuchner 2013). A subset of simulations uses b = 0.

The parameters of the simulations we ran are shown in Table 1. We explored the parameter space of planet mass, sound speed, and dust-to-gas ratio.

Table 1.  Parameter Space Explored in Our Simulations

Run h ε q
Fiducial runs with no dust
i 0.05 0 10−3
ii 0.05 0 10−4
Runs with a single planet
A 0.05 10−1 10−3
B 0.05 10−1 10−4
F 0.05 1 10−3
G 0.05 1 10−4
K 0.1 1 10−3
L 0.1 1 10−4
P 0.2 1 10−3
Q 0.2 1 10−4
AA 0.05 10−4 10−3
AB 0.05 10−4 10−4
AC 0.05 10−3 10−3
AD 0.05 10−3 10−4
AE 0.05 10−2 10−3
AF 0.05 10−2 10−4
Runs with PEI
C 0.05 10−1 0
H 0.05 1 0
M 0.1 1 0
R 0.2 1 0
Runs with a planet and instability
D 0.05 10−1 10−3
E 0.05 10−1 10−4
I 0.05 1 10−3
J 0.05 1 10−4
N 0.1 1 10−3
O 0.1 1 10−4
S 0.2 1 10−3
T 0.2 1 10−4
Runs with no gas backreaction
BA 0.05 10−1 0
BB 0.05 10−2 0

Note. Here h is the disk scale height of the disk, ε is the initial dust-to-gas ratio, and q is the planet-to-star mass ratio. The letter identifier in the first column is shown in the upper left corner of each plot in this paper for easier referral.

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To investigate the effect of the PEI, we ran 36 simulations. We used two planets, analogous to a Neptune- and a Jupiter-mass planet. For each planet, we varied three disk temperatures, two dust-to-gas ratios, and three different cases for carving a gap in the disk. The cases are the effect of a single planet with no PEI, a disk with the instability on its own, and a combination of an embedded planet and the instability.

3. Results

We first show the reproduction of the benchmarks of de Val-Borro et al. (2006) for embedded planets of mass ratio q = 10−3 (Jupiter) and 10−4 (Neptune) in a disk with no dust. In the top panels of Figure 1, we plot the gas densities. The Jupiter-mass planet carves out a deep gap in its orbit. Strong vortices are also seen in the inner and outer edges of the gap, spawned by the Rossby wave instability (RWI; Lovelace et al. 1999; de Val-Borro et al. 2007). The Neptune-mass case has the same qualitative structures but is much weaker in intensity, and the gap is shallower and narrower. In the bottom panel of Figure 2, we plot the density divided by the initial density as a function of distance from the star. The usual gap shapes are reproduced. The runs with dust and PEI will be compared against these benchmark gap profiles.

Figure 1.

Figure 1. Fiducial run of a global disk containing only gas. Top left:  planet of mass ratio q = 10−4. Top right:  planet of mass ratio q = 10−3. Both planets carve a gap and generate a spiral in the gas. Bottom:  averaged gas density as a function of radius from the star. The black curve represents a planet with mass ratio q = 10−3, and the blue curve represents q = 10−4. These models represent the benchmarks against which we will compare models including dust and PEI.

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Figure 2.

Figure 2. Effect of dust-to-gas ratio on the shape of planetary gaps. Snapshots are taken at 100 disk orbits for all cases. The top panel shows the gas gap shapes for different initial dust-to-gas ratios for a Jupiter-mass planet. The bottom panel shows the local dust-to-gas ratios. In the top panel, the black line shows a dustless model. We see that as the dust-to-gas ratio increases, the pressure bump in the inner gap edge eventually gets significantly depressed, and the bump in the outer gap edge is almost largely washed out. Inspecting the lower plots, we notice that these significant deviations from the dustless profile start to become prominent when the local dust-to-gas ratio approaches unity. This is expected, as the backreaction of the drag force comes to heavily influence the gas motion. This threshold is easily reached in the pressure bumps of the planetary gap edges for the runs with initially high dust-to-gas ratios, but we stress that even for ε = 10−2 (and lower), the accumulation in the gap edge will eventually reach unity if the drift of pebbles is continuous and the disk is large enough. We also remark that the disk initially did not have a global negative pressure gradient. The resulting particle drift is effected by the planetary gap. A global negative pressure gradient will speed up the process. Finally, we highlight that because this simulation suite does not include photoelectric heating, this particular result is not restricted to optically thin disks and thus also applies to primordial and transition disks.

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3.1. The Effect of Dust

In order to study the effects of the PEI in planet–disk interactions, we need to first investigate how dust changes the shape of the gap. The vast majority of works on planet–disk interaction assumed either dust-free or gas-free scenarios. Even works with both gas and dust mainly explored the regime of low dust-to-gas ratios, appropriate for primordial disks, but where the dust is mostly passive. The regime appropriate for late-stage transition disks, or debris disks with gas, of a dust-to-gas ratio near unity has been severely unexplored. Here we seek to find at what point the dust backreaction generates a noticeable effect on the gap carving process. We explore the parameter space of dust-to-gas ratios ε = ρd/ρg and planet-to-star mass ratios q = Mp/M. Table 1 shows the explored values.

3.1.1. Dust Flattens the Gap Pressure Bump

In the top panel of Figure 2, we plot the gas density over the initial gas density as a function of distance from the star. The curves correspond to dust-to-gas ratios of zero (gas-only), 10−4, 10−3, 10−2, 10−1, and 1 for h = 0.05. We see that up to ε = 10−2, the shape of the gap does not deviate much from the gas-only case. However, for ε = 10−1, and more strongly for ε = 1, a significant deviation is seen. This corresponds to the regime where the dust begins having a significant effect on the gas. In the bottom panel, we plot the local dust-to-gas density. The dashed line marks ε = 1. We see that only the disks with a dust-to-gas ratio of 1 or 0.1 cross this threshold. We conclude that only when the local value of ε reaches unity is the shape of the gap affected, as one would indeed intuitively expect.

3.1.2. Dependency on Extent of Mass Reservoir

Because of the global negative pressure gradient, the grains in the outer disk drift inward. At later times, the drift is also affected by the pressure gradient generated by the planetary gap. Notice the strong dependency of the drift speed on the dust-to-gas ratio, with the particles started at ε = 1 drifting slowest as they strongly affect the gas.

An immediate conclusion is that if the drift continues and all grains pile up at the gap edge, any initial dust-to-gas ratio will eventually achieve ε = 1. Indeed, the simulation that started with a global value of ε = 10−2 (yellow line) is close to this threshold. Whether they can reach this value based on drift alone is determined by the extent of the disk, i.e., by the extent of the mass reservoir. To estimate the disk size needed to achieve ε = 1 at the gap, let us equate the disk mass in grains beyond the gap with the trapped mass. The former is

Equation (18)

where p ≥ 0 is the slope of the column density gradient, Σ = Σ0 (r0/r)p. If p = 0, then

Equation (19)

if we consider the gap trap to be of width Δr, then the trapped mass is

Equation (20)

Now we equate Mdisk and Mgap and solve for rdisk,

Equation (21)

requiring εgap = 1, and for ε0 = 10−2, rgap = 1.4, and Δr = H, then rdisk ∼ 5.5, i.e., over 500 au. A steep slope will make the demand for a larger disk even more pronounced, as the mass per ring would be less than in the idealized case we considered.

3.1.3. Differences in the Inner Disk for Different Planet Masses and Dust-to-gas Ratios

Another feature of Figures 2 and 3 is the reversal seen in the behavior of the inner disk with dust-to-gas ratio for the two planetary masses. In the outer disk, both planets show a depression in the gap edge as the dust-to-gas ratio increases. However, for the inner disk, while the Jupiter-mass planet presents the same behavior, the Neptune-mass planet does the opposite, with the inner gap wall increasing with dust-to-gas ratio.

Figure 3.

Figure 3. Same as Figure 2 but for q = 10−4. A high dust-to-gas ratio value once again causes the gap shapes to be distorted, strongly for the cases of initial ε = 1 and 0.01 but also for the ε = 0.01 case. Curiously, the effect in the inner bump is the opposite of the higher-mass planet q = 10−3. We explain this in Section 3.1.3 and Figure 4.

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The difference in behavior seems to be associated with the particle drift. This effect is seen in Figure 4. The red lines show runs with ε = 1, and black lines show runs with ε = 0.1. Solid lines have b = 1 (b is the power law of the temperature, giving a global negative pressure gradient); the dashed lines correspond to b = 0 and thus no global negative pressure. Without the drift, the situations are similar, with ε = 1 (red dashed line) slightly more depressed than ε = 0.1 (black dashed line) because of the flattening effect already discussed. For the runs with the global drift, a pronounced difference is seen. As particles drift inward, to conserve angular momentum, they push the gas outward. For a higher dust-to-gas ratio (solid red line), more gas is pushed outward than for a lower dust-to-gas ratio (black solid line). This effect is not seen in the Jupiter-mass case because in this case, the planet carves a deep gap early enough. In the Neptune case, the shallow gap does not lead to a strong enough pressure gradient to virtually dominate the particle motion, as it does in the Jupiter case.

Figure 4.

Figure 4. Effect of the particle drift and angular momentum conservation in the gap profile of a Neptune-mass planet. The red lines show runs with ε = 1. The black lines show runs with ε = 0.1. Solid lines have b = 1 (b is the power law of the temperature, giving a global negative pressure gradient); the dashed lines are control runs corresponding to b = 0 and thus no global negative pressure. The control runs are similar, with the higher dust-to-gas ratio showing a small depression. However, when drift is included, to conserve angular momentum, the gas is pushed outward. For a higher dust-to-gas ratio (solid red line), more gas is pushed outward than for a lower dust-to-gas ratio (black solid line).

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In Figure 5, we show 2D plots of the gas density for the planet masses q = 10−3 (top panels) and 10−4 (bottom panels). Dust-to-gas ratios ε = 10−2, 10−1, and 1 are shown in the left, middle, and right panels, respectively. The effect of a nonzero dust-to-gas ratio is barely distinguishable for ε = 10−2 and q = 10−4 (compare to Figure 1). For a dust-to-gas ratio of 0.1, the gas in the disk becomes more turbulent at the edges of the planet's orbit. The spirals that are caused by the planet in the dustless case are smooth and laminar, whereas the addition of dust to the necessary threshold causes them to become visibly turbulent at the ε = 0.1 case. For ε = 1, the wake and gap look even more turbulent, with the spiral clearly passing from laminar to turbulent at some distance from the planet in a pattern resembling cigarette smoke.

Figure 5.

Figure 5. The 2D visualization of the effect of the dust-to-gas ratio shown in Figures 2 and 3. The plots show the gas density for a disk with a planet of mass ratio q = 10−3 (top panels) and 10−4 (bottom panels), with a dust-to-gas ratio ε = 10−2 (left), 10−1 (middle), and 1 (right). In the case of ε = 10−2, the dust concentration does not get high enough to significantly affect the gas dynamics, and the situation looks very similar to the ε = 0 case, shown in Figure 1. However, for ε = 0.1, the effect is visible on gap edges, the gas in corotation, and the spiral wake, which all acquire a fuzzy and turbulent-like appearance. In the ε = 1 case, the spiral wake breaks up into eddies akin to cigarette smoke.

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We stress that although we consider debris disks and micron grains, this particular result depends only on the Stokes number and dust-to-gas ratio. It is therefore applicable to primordial protoplanetary disks if pebbles and boulders ever reach these high values of ε.

3.2. Disk with ε = 10−1 and h = 0.05

In Figure 6, we plot the dust (top) and gas (bottom) for a disk with H = 0.05 and an initial dust-to-gas ratio of ε = 10−1. For each panel, the left columns are simulations containing an embedded planet and no photoelectric heating, the middle columns are simulations of a disk containing photoelectric heating but no embedded planet, and the right columns are disks containing both an embedded planet and photoelectric heating. The top and bottom rows for each panel represent a Jupiter-mass and a Neptune-mass planet, respectively.

Figure 6.

Figure 6. Dust (top panels) and gas (bottom panels) in a disk with an initial dust-to-gas ratio ε = 10−1. The top row shows results for a disk with a planet of mass ratio q = 10−3, and the bottom row shows results for mass ratio q = 10−4. The first column shows the effect of a planet with no photoelectric heating. The middle column shows the effect of the PEI on its own. The last column shows the combined effect of PEI and a planet. The most striking feature of this comparison is that the q = 10−4 planet with PEI is virtually indistinguishable from PEI alone (the middle case). The main feature that makes q = 10−3 distinguishable in the midst of PEI structures is the deep and clear planetary gap. We conclude that when photoelectric heating is included, we find that the PEI obscures structures induced by planets unless the planet's mass is sufficiently large to carve a noticeable gap. The plots are shown after 100 planetary orbits.

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The top panels show the local dust density divided by the initial dust density on a logarithmic scale. The cavities carved in runs A and B manifest differently, with run A having a gap noticeably larger than that of run B. Run A also has an overall lower dust density throughout the disk compared to run B. These well-known results (Paardekooper & Mellema 2004) are expected as a higher-mass planet clears its orbit.

Run C demonstrates the effects of photoelectric heating on a disk. The structures created are similar to those of Lyra & Kuchner (2013), with rings and incomplete arcs.

Runs D and E correspond to a disk subject to photoelectric heating and containing a planet. Run E, which represents the Neptune analog, is nearly identical to the control run C, containing the same structures as in the pure instability case. We conclude that the addition of a Neptune-mass planet does not noticeably alter the shape or number of structures from the pure instability case. Run D, which contains a Jupiter-mass perturber, shows larger arcs and a discernible cavity. This is another novel result. When photoelectric heating is included, the PEI obscures structures induced by planets unless the planet's mass is sufficiently large to carve a noticeable gap. The shape of the structures caused by PEI are also changed in the Jupiter case compared to the Neptune case, likely due to the stronger eccentricity stirring at mean-motion resonances with higher planet mass (Murray & Dermott 1999; Zhu et al. 2014).

The bottom panel shows the same plots but for the gas (gas density divided by the initial gas density) on a linear scale. The most pronounced feature is the anticorrelation between the dust and the gas, such that a large concentration of dust coincides with gas depletion. Reiterating for the gas case, we see that a Jupiter-mass perturber carves a larger gap, as well as a more prominent spiral. The spiral launched by the Neptune-mass planet is almost lost in the midst of the structure generated by the PEI.

In Figure 7, we plot an averaged linear dust density as a function of radius from the star. The left panel coincides with a Jupiter-mass planet and the right with a Neptune-mass planet. In the left panel, the combined case (black line) creates larger concentrations of dust than the pure instability case (blue line). Additionally, the more massive planet (left) carves a considerable gap at the location of the planet (100 au). The width of the gap is on the order of 50 au. For the Neptune case, the blue and black lines coincide at various locations throughout the disk. This echoes our conclusion that a planet must carve a substantial gap in the dust for the patterns created by the planet to be differentiated from those associated with photoelectric heating. The shapes shown here in the dust can be used in tandem with actual observations in order to narrow down the possibility of an embedded planet in a disk where the gas is subject to photoelectric heating.

Figure 7.

Figure 7. Azimuthal average of the dust density for the simulations shown in Figure 6. The left panel shows the q = 10−3 case, and the right panel shows the q = 10−4 case. The cases of planet-only (red line) and planet + instability (black line) both have a large gap in the dust centered at r = 1, where the planet is located. The pure PEI case (blue line) shows the structure inside the predicted location of the gap. The lower-mass planet also carves a dust gap, but the pure instability and combined case coincide almost exactly. The planet cannot easily be disentangled from the instability in this case.

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3.3. Disk with ε = 1 and h = 0.05

In Figure 8, we plot the dust and gas for a disk with a value of h = 0.05 and dust-to-gas ratio of 1. For the dust, runs F and G show a gap due to the perturber's influence, as expected.

Figure 8.

Figure 8. Dust (top panels) and gas (bottom panels) for a disk with a dust-to-gas ratio of unity. The disk aspect ratio is h = 0.05. With the increased dust-to-gas ratio (and stronger effect of the drag force backreaction), the planet-only case shows increased turbulent-like behavior, and the wake has the appearance of cigarette smoke. The middle panels show a simulation with PEI only. With more dust, the structures are different than in Figure 6, which is to be expected, given more photoelectric heating and backreaction. In the combined case (right panels), the plots suggest that the simulation with the higher-mass planet is more depleted in grains than the simulation with the lower-mass planet. We quantify this result in Figure 11. In the gas plots (bottom panels), the spiral wake of the higher-mass planet is visible.

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The increase of ε to unity enhances the effect of the dust, as it is easier now for dust concentrations to affect or dominate the gas motions. The extent of the dust distribution is larger for the ε = 1 case than for ε = 0.1 because the dust dominated over the gas and stopped drifting. The lack of drift is clear from the inner disk, where the amount of dust in the ε = 1 case is substantial compared to the depleted inner disk in the ε = 0.1 case. Run H, which corresponds to the PEI case, shows various arcs, rings, and gaps. This is identical to the fiducial run of Lyra & Kuchner (2013; Figure 3 of that paper). Comparing to the PEI case in Figure 6, we see that the structures are significantly different, with mostly small-scale arcs in the ε = 0.1 case and no complete rings. This is similar to the backreaction-free models of Lyra & Kuchner (2013), who found that backreaction was needed to stabilize and maintain complete rings. In that paper, we examined only ε = 1 for the 2D runs, finding that in a run without the backreaction (Supplementary Figure 6 of that paper), the disk broke into several clumps. We explained it in terms of the tendency of the gas to counterrotate in and around regions of high pressure, which is, in turn, disrupted by the backreaction. For the ε = 0.1 case, the backreaction is weaker than in the ε = 1 case, so the ability of the PEI to structure the dust into rings is diminished. Run C, however, is more self-organized than the no-backreaction run in Lyra & Kuchner (2013), which appears strongly turbulent. The difference between these runs is not just the presence of backreaction but also the lower amount of dust that leads to less heating.

In Figure 9, we check the effect of the dust backreaction for a simulation of ε = 0.1. The top panels show the gas, while the bottom panels show the dust; the left panels are runs without backreaction, and the right panels are runs with backreaction. We see that the backreaction indeed confines the dust into shapely and organized structures. The run without backreaction shows spiral features and accumulation of power in high azimuthal wavenumbers, albeit at a lesser degree than in the ε = 1 run in Lyra & Kuchner (2013). In Figure 10, we show the case for a much lower dust to gas ratio of 0.01. In the top panel for the dust BB, the dust does not arrange into structures despite the backreaction being present. This can be attributed to the lower quantity of dust present. The conclusion is that well-organized PEI structures should be expected only in disks with high dust-to-gas ratios, higher than primordial.

Figure 9.

Figure 9. Comparison with backreaction active and inactive for a disk of ε = 10−1 and h = 0.05. We see that the backreaction confines the dust into shapely and organized structures.

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Runs I and J show a disk with PEI and planets of q = 10−3 and 10−4, respectively. The more massive perturber clears out a noticeable gap in the dust. Comparing run J to run H, we see no noticeable differences. This echoes the conclusion that only planets that carve substantial gaps can be disentangled from the effect of PEI. For the gas in Figure 8, we see similar results to Figure 6. Runs I and J, which include a planet and PEI, show one important difference. The Lindblad spiral of the Neptune analog, which had already become weaker in run E (ε = 0.1), has all but disappeared in run J (ε = 1), washed out by the stronger effect of the PEI. The Jupiter-mass planet in run I is still visible, showing a gap and the Lindblad spiral.

Figure 10.

Figure 10. Comparison of the effect with and without backreaction for two dust-to-gas ratios. The two ratios are ε = 0.1 and 10−2. The case with a lower dust-to-gas ratio does not yield enough photoelectric heating to form structures, so the effect of the backreaction being turned off does not change the results.

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Figure 11 is the same as Figure 7, but now the dust-to-gas ratio is equal to unity. For the Jupiter-mass planet, the dust averages are shown on the left-hand side. The red and black lines both contain a planet and show a depletion of the dust around the location of the planet at r = 1. The blue line is for a simulation with only PEI, and the dust densities are unchanged where r = 1. The Neptune case is plotted on the right. Again, the red and black lines are for simulations with a planet. The pure instability case (blue line) coincides almost identically with the case including a planet and PEI, except for the peak near the planet, inside the gap. In this simulation, a case may be made that with sufficient accuracy, an observation would be able to distinguish between a PEI (blue line) and a planet + PEI (black line) case, judging by the lower dust peak at r = 1 in the planet + PEI simulation, so we do not categorically state that the case is hopeless for these lower-mass planets, only that significant effort from the observational side would be required to detect such a subtle difference. Our results help in the effort to remove the signatures from hydrodynamical effects in order to unambiguously detect planets in disks and may be applicable to disks such as HD 141569A and 49 Ceti, where the structures seen qualitatively match those produced by PEI.

Figure 11.

Figure 11. Same as Figure 7 but for ε = 1. The simulations with the Jupiter-mass planet case show a discernible gap that breaks the repeating pattern of the PEI. This is the key to distinguishing a planet in a disk with PEI. The gap size δrgap must be larger than the wavelength of the instability λPEI. For the Neptune case, the planet carves a much narrower gap, which almost coincides with the periodicity of the instability, making the identification of a planet more challenging.

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Figure 12.

Figure 12. Same as Figure 8 but for h = 0.1. For the dust plots, we see the typical clearing out of dust, with the Jupiter-mass planet carving a larger gap. The instability case now shows only a few arcs and one large-diameter ring on the outer edges of the disk. The combined case shows the large disk at the outer boundaries with some added features. Again, the Jupiter-mass planet pushes grains away from its gap, and the Neptune-mass planet does not generate structures easily distinguishable from the PEI alone. With this higher temperature, the Neptune-mass planet does not carve a partial gap in the gas, as expected from its lower thermal mass. Run L shows an asymmetry in the outer edge of the dust distribution. The gas plot reveals that these asymmetries are caused by vortices in a prominent m = 3 mode. These vortices were generated by RWI, effected by the backreaction of the drag force as the dust front drifts inward.

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3.4. Dependence on Thermal Mass

Because our results depend on the ability of the planet to carve a gap, the parameter that controls the observability is not the mass of the planet but the thermal mass. The thermal mass is that for which the Hill radius of the planet equals the scale height of the disk. That yields a mass ratio

Equation (22)

For h = 0.05, a Jupiter-mass planet is equivalent to $q=8{q}_{\mathrm{th}}/3\approx 2.7{q}_{\mathrm{th}}$, and the q = 10−4 planet is equivalent to ≈0.27qth.

Increasing the aspect ratio h by a factor of 2 (to h = 0.1) increases the thermal mass by a factor of 8. The Jupiter-mass planet should become equivalent to qth/3, roughly equivalent to the q = 10−4 planet in the h = 0.05 case.

We have found the condition that disentangles the carving of a gap from the structures created from the PEI. We take the radius of the dust gap and the frequency of the PEI to be ${r}_{{gap}}^{(d)}$ and λPEI, respectively. In order for the two processes to be differentiated, we must have ${r}_{{gap}}^{(d)}\gt {\lambda }_{\mathrm{PEI}}$. In this regime, the gap is large enough that the peaks caused by the instability are within the gap, as seen in Figure 11 for the Jupiter case. Comparing this to the Neptune case in the same figure, ${r}_{{gap}}^{(d)}\approx {\lambda }_{\mathrm{PEI}}$, showing no concrete difference between the PEI and combined case.

In the next subsections, we explore the role of temperature.

3.4.1. Disk with ε = 1 and h = 0.1

Figure 12 shows the dust and gas for a disk of aspect ratio h = 0.1. The top panel plots the dust and the bottom panel plots the gas, as in the previous cases. The Jupiter-mass planet has a thermal mass of 0.33, and the Neptune-mass planet has 0.03. We see that indeed, the Neptune analog does not carve a gap in the gas, staying deeply embedded. The Jupiter-mass planet carves a shallower gap, as expected from its thermal mass now being lower than 1.

The dust panel of run L shows a departure from axisymmetry and an enhanced dust drift compared to the Jupiter case for otherwise the same parameters (run K). Examining the gas plots below, we notice three prominent structures in run L, at r = 2. These structures resemble vortices, but if so, it is curious that they are not trapping dust. This should only happen if the vortices are triggered after the dust has drifted inward, so that there is no dust to be captured. Indeed, the outer boundary of the dust distribution, seen in the dust panel of run L, is inward of the radial location of the vortices, as seen in the gas panel of the same run.

It is suspicious that this phenomenon occurs near the boundary. Yet run K does not show the vortices, which rules out boundary conditions as the culprit. Instead, we conjecture that what we are seeing is RWI triggered by the dust drift in a high dust-to-gas ratio. As the dust drifts inward, the dust front constitutes a sharp discontinuity. At a high dust-to-gas ratio, the backreaction of the drag force has significant dynamical relevance, so the gas has a different rotational velocity immediately inward and outward of the dust front. This difference eventually becomes sufficient to trigger the RWI. This is a novel effect, RWI triggered at a dust front. While in this case, the dust front is artificial (it would not exist if there was a supply of dust from the outer disk), there are physical situations where a sharp dust discontinuity exists, as in, e.g., the birth ring model. In disks with a birth ring and significant gas, we thus predict that RWI should be triggered in the gas. If the vortices disturb the population of grains in the same way, the birth ring would turn eccentric, as the dust front in run L.

The Jupiter-mass planet does not show the same phenomenon because of the reduced dust drift, so the front is still located at the boundary region of the run, where the quantities are driven back to the initial conditions. For the h = 0.05 run, we conjecture that the same process would be present, but the dust has not drifted far enough inward yet for the dust front to be resolved out of the boundary region. The dust drift is proportional to the sub-Keplerian reduction parameter η, which is proportional to h2. Increasing h by a factor of 2 increases the drifting time by a factor of 4, making the effect noticeable. Also, the resolution was probably too low to resolve the narrow band of the instability. Increasing h to 0.1 (Figure 13) doubled the width of the transition, allowing the modes to be resolved.

Figure 13.

Figure 13. Same as Figure 11 but for h = 0.1. Again, the Jupiter-mass planet shows its influence by carving a gap that interrupts the periodicity of the PEI. The Neptune-mass planet has δrgap < λPEI and is not easily distinguishable from the instability.

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In run M, which is a simulation with PEI and no planet, we see less arcs and more rings than in the h = 0.05 case; also, the structures are thicker with the increased value of H. The gas disk is empty in the center, owing to increased heating, according to Equation (10). The gas expands due to the higher temperature, thinning out. At the boundaries, it retains the high initial density value because of our boundary condition that drives the quantities back to their initial values.

The combined case of a planet and PEI, shown in runs N and O, shows rings and arcs as well. Run N shows a larger gap, with a lack of dust in the immediate area, apart from two concentrations at 12 and 5 o'clock. Run O, for a lower-mass planet, shows various arcs and a nondiscernible gap in the dust.

3.4.2. Disk with ε = 1 and h = 0.2

Finally, we consider a disk with a scale height of h = 0.2, which is on the hotter side for primordial disks but fairly typical for the scale heights of debris disks with gas, including β Pic. In the top panel of Figure 14, we plot the dust structures, and in the bottom panel, we plot the gas structures. For the Jupiter case (top left), we see a gap carved in the dust. However, for the Neptune case, we only see a small ring inward of the planet and nothing outward. Clearly, the dust drift is more intense for the Neptune case. The reason for this is twofold. First, as seen in the gas plots (bottom panel), the Jupiter-mass planet, though having a thermal mass of 0.04, carves a very shallow gap. The Neptune-mass planet has a thermal mass of 0.004 and is unable to open a gap. The high density outside the Jupiter-mass planet traps the drifting grains. In the Neptune-mass planet case, they stream past the planet orbit and are trapped at the density maximum inward of it.

Figure 14.

Figure 14. Similar to Figure 8 but for h = 0.2. In this hot disk, neither of the planets is massive enough to carve a deep gas gap. For the Jupiter case, a gap is carved in the dust, but for the Neptune case, the dust streams past the planet's orbit (left panels). This is because in this hot disk, the drift time past the planet's corotational region is faster than a planetary orbit. For the Neptune case, these times are comparable (see Section 3.4.2), and the dust can stream past the planet. The Jupiter-mass planet, with a larger corotational region, will be able to scatter the grains and carve a deep dust gap. The combined effect of a planet and the instability is barely distinguishable from purely PEI in this hotter disk, mostly because a gap is not carved and most of the dust has rapidly drifted inward.

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It is curious that although there is no gas gap, the grains are able to stream past the planet, bypassing the dust filtering that planets usually do. This seems to happen because the drifting time is faster than a planetary orbit. We can compare the time it takes a grain to drift past the corotational region of the planet to the orbital period of the planet,

Equation (23)

If Θ > 1, the drifting is slow and the planet is able to scatter the particle. If, on the other hand, Θ < 1, the planet is too slow and the grain can drift past it. Consider the drift velocity of a grain (Youdin 2010),

Equation (24)

where vk = Ωk r is the Keplerian velocity and

Equation (25)

is the sub-Keplerian parameter. The time it takes to drift is ${v}_{r}/2{x}_{s}$, where xs is the half-width of the corotational region, given by Paardekooper & Papaloizou (2009),

Equation (26)

and rp is the planet's location. Solving for Θ,

Equation (27)

Equation (28)

where χ = α + β with $\alpha =-\partial \mathrm{ln}\rho /\partial \mathrm{ln}r$ and $\beta =-\partial \mathrm{ln}T/\partial \mathrm{ln}r$. For q = 10−4, h = 0.2, and $\mathrm{St}=1$ and considering α + β = 1, we get Θ = 0.5. For the Jupiter-mass planet, Θ = 1.4. Thus, it is reasonable to expect that in the Neptune-mass case, the $\mathrm{St}=1$ grains can drift past the corotational region in this hot disk but that the Jupiter-mass planet, with a larger corotational region, will be able to scatter the grains and carve a deep dust gap.9 In the simulation with PEI (run R), we see a much denser ring of dust in the center of the domain. The combined case of instability plus planet (runs S and T) are shown in the plots on the right-hand side. For the massive planet (run S), the main differences are that the grains, instead of being scattered roughly uniformly as in run P, now concentrate in arcs. In addition, an arc coinciding with the location of the Lagrange point L5 is prominent. The lower-mass planet (run T) seems indistinguishable from the pure instability case (run R).

The behavior of the gas (bottom panels) resembles the situation with h = 0.1. The gas density is much lower throughout most of the disk due to the enhanced photoelectric heating being driven back to the initial value at the boundaries. A spiral is barely discernible for the Jupiter-mass planet. No clear distinction is present for the lower-mass planet.

4. Caveats

The presented models are admittedly simplified. In this section, we state what we consider to be the main limitations of our calculations.

The most stringent limitation of the models is the 2D approximation. The two-dimensionality imposes that the vertical direction is degenerate, so we do not resolve the vertical scale height. As a result, the backreaction of the drag force is largely underestimated. In 3D, the midplane grain layer would be far denser due to sedimentation.

Another caveat is that we kept the Stokes number constant. In reality, the Stokes number in the Epstein regime should depend on density and temperature, according to Equation (11). The effect of a self-consistent Stokes number in the PEI has not been explored, but it is not expected to be significant—as dust concentrates, it increases the gas temperature, which also decreases the density through gas expansion. The former decreases $\mathrm{St}$ and the latter increases $\mathrm{St}$, so both combined mitigate the effect on $\mathrm{St}$.

5. Conclusions

In this paper, we have considered for the first time disk–planet interaction in the presence of PEI. We also study for the first time planet–disk interaction for disks of a dust-to-gas ratio around unity, where gas and dust have similar inertia and none dominate over the other.

We find that the gaps carved in disks with dust and gas deviate from the gas-only case when the local dust-to-gas ratio approaches unity. The gap walls, because they are dust traps, are the places where the deviation occurs. At a global dust-to-gas ratio ε = 10−2, the effect starts to become noticeable as a slight reduction in the height of the gap wall. For ε = 10−1 and 1, the gap wall is significantly depressed as the local dust enhancement goes well above unity. This result does not depend on PEI and thus applies to optically thick (primordial and gas-rich transition) disks as well.

Our simulations show that when PEI is included, the features produced by low-mass planets are not conspicuous enough to be distinguishable from the features produced by the instability alone. The signature of gap carving and a conspicuous spiral are the telltale signatures of planets, as is usual for conventional transition disks. The clearest sign of a planet is a radial clearing in the PEI-induced structures, wider than the typical separation between them. That is, we can distinguish a planet amid PEI structures if the planet carves a dust gap larger than the wavelength of the PEI. Quantitatively, we can state that the criterion to distinguish a planet in a disk with PEI is ${\rm{\Delta }}{r}_{\mathrm{gap}}^{(d)}\gt {\lambda }_{\mathrm{PEI}}$, where ${\rm{\Delta }}{r}_{\mathrm{gap}}^{(d)}$ is the radial width of the dust gap and λPEI is the wavelength of the instability. The quantity ${\rm{\Delta }}{r}_{\mathrm{gap}}^{(d)}$ is the simpler one to quantify. The boundary of the dust gap is located at the edge of the gas gap, which functions as a dust trap. As for λPEI, linear instability analysis predicts growth even for $k\to \infty $ (Lyra & Kuchner 2013). Regularizing with viscosity produces the most unstable wavelength of the order of the scale of viscous dissipation, which is very small in primordial and transitional disks but of order au in late transition and debris disks. Yet a 3D run in Lyra & Kuchner (2013) shows ring spacing of ≈0.1H for a simulation with grid resolution dx = H/256 ≈ 0.004, i.e., λPEI/dx ≈ 25, and thus far from the viscous range. A specific prediction for λPEI is still lacking in the literature, a situation that is compounded by the fact that the PEI also exists in the nonlinear regime.

Our simulations also show that the PEI leads to well-defined sharp structures only for high dust-to-gas ratios, because of the pivotal role of the drag force backreaction in confining the dust. Simulations without backreaction, or with too little dust, ε ≈ 10−1, easily break into spiral structures and turbulence. We conclude that well-organized PEI structures should be expected only in disks with dust-to-gas ratios higher than primordial.

Finally, incomplete arcs are not produced in the simulations with planets alone: they require the PEI. However, we did not consider situations with self-gravity, which is thought to be a component in a possible mechanism to maintain incomplete arcs in the ring system of Neptune (Namouni & Porco 2002; Tsui 2018), albeit unlikely in the case of debris disks of very low mass to produce a noticeable effect.

The models of Richert et al. (2018) show that radiation pressure can have a significant effect on the global dust distributions of optically thin disks. The models we present in Section 3 are most straightforwardly applicable to optically thin disks around low-mass stars (spectral types K and M) and white dwarfs, whose low luminosities imply a minimal amount of radiation pressure even on small, well-coupled $({\tau }_{{\rm{f}}}{\rm{\Omega }}=1)$ grains. On the other hand, for more luminous stars, the greater radiation pressure will likely cause the disk morphologies to deviate substantially from the models presented in this paper. Nonetheless, our models and those of Richert et al. (2018) demonstrate that radiation pressure, massive planets, and the PEI can all play an important role in shaping optically thin disks, suggesting that future models should more extensively explore the combination of these and other effects. In particular, the magnetorotational instability is another potentially important process in such systems (Kral & Latter 2016) whose interplay with these other processes remains poorly explored.

W.L. acknowledges the support of the Space Telescope Science Institute through grant HST-AR-14572 and the NASA Exoplanet Research Program through grant 16-XRP16_2-0065. M.K. acknowledges the support provided by NASA through a grant from the Space Telescope Science Institute (HST Cycle 21 AR13257.01), which is operated by the Association of Universities for Research in Astronomy, Inc., under NASA contract NAS 5-26555. The simulations presented in this paper utilized the Stampede2 cluster of the Texas Advanced Computing Center (TACC) at the University of Texas at Austin through XSEDE grant TG-AS140014. We are indebted to the referee, Dr Sébastien Charnoz, for thoughtful comments that helped improve the manuscript.

Footnotes

  • As we use the 2D infinitely thin approximation, the different scale heights of grains and gas are not resolved. The definition of dust-to-gas ratio used here is the ratio of their column densities; in 3D, it should be the ratio of their volume densities, which, because of the different degree of stratification, is larger for loosely coupled grains in the midplane by $\exp [(\mathrm{St}+\delta )/\delta ]$ (Lyra & Lin 2013). For well-sedimented grains, the 2D approach may underestimate the local dust-to-gas ratio by orders of magnitude.

  • The drag time in the Epstein regime is (see Youdin 2010) τf = aρ/(csρ), where a is the grain radius, ρm is the grain's material density, and ρ is the gas volume density. As such, Equation (11) is equivalent to grains of identical size and material density scattered through a disk where csρ ∝ Ω. This would be the case for, e.g., ρ ∝ 1/r and ${c}_{s}\propto 1/\sqrt{r}$, which are not unreasonable choices for the density and temperature gradients.

  • The code, including improvements done for the present work, is publicly available under a GNU open-source license and can be downloaded at http://www.nordita.org/software/pencil-code.

  • The Stokes number should, in fact, be dynamic, updated by density and temperature, as given by Equation (16). Setting it as a constant is a choice we make to better isolate the physical phenomenon we want to study. But notice that because the photoelectric heating introduces an anticorrelation between gas density and gas temperature, the product csρ varies a lot less than either cs or ρ, so $\mathrm{St}\approx \mathrm{const}$ is not a bad first approximation.

  • Built into this estimate is our assumption that the Stokes number is constant. In fact, if a planet carves a deep gas gap, the Stokes number should go to infinity (as there is no gas, there is no drag). As such, this analysis applies only to partially depleted gaps (low- and intermediate-mass planets).

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10.3847/1538-4357/ab3f3b