Abstract
The orbits of Saturn’s inner mid-sized moons (Mimas, Enceladus, Tethys, Dione, and Rhea) have been notably difficult to reconcile with their geology. Here, we present numerical simulations coupling thermal, geophysical, and simplified orbital evolution for 4.5 billion years that reproduce observed characteristics of their orbits and interiors, provided that the outer four moons are old. Tidal dissipation within Saturn expands the moons’ orbits over time. Dissipation within the moons decreases their eccentricities, which are episodically increased by moon-moon interactions, causing past or present oceans in the interior of Enceladus, Dione, and Tethys. In contrast, Mimas’ proximity to Saturn’s rings generates interactions that cause such rapid orbital expansion that Mimas must have formed only 0.1–1 Gyr ago if it postdates the rings. The resulting lack of radionuclides keeps it geologically inactive. These simulations can explain the Mimas-Enceladus dichotomy, reconcile the moons’ orbital properties and geological diversity, and self-consistently produce a recent ocean on Enceladus.
The moons’ ages are debated. Their crater distributions, assuming Sun-orbiting impactors extrapolated from present-day observed small body populations, suggest surfaces billions of years old1·. Conversely, the measured fast expansion of their orbits2, likely due to tides raised by the moons on Saturn, indicates – assuming dissipation levels constant over time and frequency of tidal excitation – that this relatively compact moon system is less than a billion years old. This could explain why some moons may not have encountered predicted orbital resonances3, and supports scenarios of non-primordial formation from debris of the tidal or collisional disruption of progenitor moons4–6.
The moons’ widely different bulk densities (i.e. rock contents or bulk porosities) and internal structures are surprisingly uncorrelated with mass or distance to Saturn (Table 1). Formation from a debris ring could first result in stochastic accretion of rock seeds more resistant than ice to tidal disruption, then coated by ice shells as the moons raise tides on Saturn, move outward, and experience lower tidal stresses7. Enceladus and Dione have low-density (≈2400 kg m−3) rocky cores and ice shells8–10, Mimas too is differentiated11, whereas Rhea, the largest moon and thus most prone to retaining endogenic heat, seems homogeneous12. Tethys’ interior is unconstrained.
Table 1: Measured interior and orbital characteristics of Saturn’s mid-sized moons, and moon-specific physical input parameters.
Parameter | Mimas | Enceladus | Tethys | Dione | Rhea | Condition for match |
---|---|---|---|---|---|---|
Observed characteristics | ||||||
Mean radius R (km)a | 198.2 | 252.0b | 531.0 | 561.4 | 763.5 | Within 5% |
Mass M (kg)c | 3.75 × 1019 | 1.08 × 1020 | 6.17 × 1020 | 1.10 × 1021 | 2.30 × 1021 | N/A (model input) |
Bulk density ρ (kg m−3) | 1149 | 1611 | 985 | 1478 | 1237 | Within 5% |
Core density ρc (kg m−3)d | 1200–3300e | ~2400f | Unknown | 1940–3120 | 1240–2100 | Within range |
2450g | ||||||
Corresponding core radius Rc (km)h | 82–181 | 190–192h | Unknown | 344–450j | 463–758k | Within range |
180–185i | ||||||
183–199j | ||||||
Present-day ocean? | Maybe e | Yesf,g,i,j | Unknown | Maybej | Unknown | Presence or absence |
Past near-surface heat flux (mW m−2)l | Not estimated | ≈150m | 60p | 20–60q | s15 | Within 20% |
110–400n | 60p | |||||
Semi-major axis (km) | 185539 | 237948 | 294660 | 377400 | 527040 | Within 20% |
(Saturn radii) | 3.19 | 4.09 | 5.06 | 6.48 | 9.05 | |
Eccentricity | 0.0196 | 0.0047 | 0.0001 | 0.0022 | 0.0010 | Range overlaps |
Assumed quantities | ||||||
Porosity-free radius (km) | 186.5 | 252.0 | 507.7 | 556.5 | 762.2 | |
Initial radius with 20% bulk porosity (km) | 200.9 | 271.5 | 546.9 | 599.5 | 821.1 | |
Porosity-free bulk density (kg m−3) | 1378 | 1611 | 1127 | 1517 | 1267 | |
Surface temperaturet | 76 | 68 | 68 | 70 | 72 | |
Case with initial Q = 80000, initial e = 0.016 | ||||||
Time of formation (Myr after CAIs)u | 3450 | primordial | primordial | primordial | primordial | |
Initial semi-major axis (km)u | 160000 | 165000 | 155000 | 354000 | 520000 | |
Case with constant Q = 2452.8, initial e = 0.016 | ||||||
Time of formation (Myr after CAIs)u | 4470 | 4140 | 4760 | 2280 | primordial | |
Initial semi-major axis (km)u | 160000 | 160000 | 160000 | 160000 | 478000 |
Thomas45.
Thomas et al.13.
Jacobson et al.46.
Estimated from gravity and libration measurements; the determination of interior models is non-unique. For Dione and Rhea, densities are calculated from reported core radii.
Range of densities explored by Tajeddine et al.11.
less et al.47.
McKinnon10.
Calculated as Rc = R [(ρ − ρi)/(ρc − ρi)]1/3 assuming an ice shell density ρi = 985 kg m−3.
Čadek et al.9.
Beuthe et al.8.
Tortora et al.12.
Inferred from analyses of surface topography and crater relaxation.
Bland et al.48.
White et al.51.
Hammond et al.52.
Nimmo et al.53.
Effective temperatures, assumed constant over time; Enceladus’ surface temperature is equated to that of Tethys (see Methods).
Estimated based on Saturn’s Q (Fig. 1) and refined as needed to account for orbital evolution driven by the rings and tidal dissipation inside the moons.
CAIs: Ca-Al-rich inclusions, the oldest known remaining solar system solid material that set the “time zero” of solar system history.
The contrast in tidally driven geological activity between Mimas and Enceladus is also exceptional. Enceladus harbors a global ocean13 interacting with the rocky core14;15 and venting to space16 in an area of high heat flow17–19. On Mimas’ closer-in, more eccentric orbit, saturnian tides should be 30 times stronger20. Yet, Mimas shows no geological activity1;21. This dichotomy must arise from their differing propensity to deform due to tides, as previously postulated22–24 but not elucidated.
In order to model the effect of tidal coupling on the properties of the moons, both geophysical (billion years) and orbital (daily) timescales need to be considered, which is currently unachievable. For this reason, previous approaches have prescribed either orbital25;26 or interior properties3;7;27.
Here, we present simulations of the moons’ orbits, degree of differentiation, and internal activity over time. The coupled thermal, geophysical, and orbital evolution of all five moons is concurrently simulated from formation to the present day. Our 1D simulations (see Methods) compute rock-ice differentiation, heat transfer, parameterized convection in the core, ocean, and shell, and porosity compaction. Semi-major axes and eccentricities change due to tidal dissipation in Saturn and in the moons, moon-ring interactions, and mutual gravitational interactions between moons approximated as repeated conjunctions to address the timescale issues7. We validate this approach against an averaged-Hamiltonian model of resonant interactions between moon pairs28. We assume that some moons form from Saturn’s rings7, and thus that the rings predate at least these moons. Measurements of the rings’ masses, silicate contents, and infall micrometeoroid fluxes suggest the rings are young29;30, contradicting this assumption, but proposed origin scenarios favor either much older rings5;31;32 or a common origin for the rings and the moon (Mimas) that accretes from them33.
Saturn’s tidal quality factor Q (inverse of the mean angle between the actual and frictionless tidal bulges) is arbitrarily decreased linearly over time to 2452.8, the geometric midpoint of the present-day range2. A constant Q in this range leads to non-primordial inner moons. Assuming higher past values allows us to probe scenarios with older moons. We neglect any dependence on excitation frequency, as Q seems currently uniform within an order of magnitude at the moons’ orbital frequencies2 and cannot yet be quantitatively predicted from evolutionary models of Saturn’s interior. Qualitatively, a linearly decreasing Q may emulate an effective decrease linked to the evolution of Saturn’s internal structure, if dissipation inside Saturn takes place by fluid waves with velocities commensurable to the moons’ orbital velocities34.
The moons start closer to Saturn than today, because angular momentum transferred from Saturn’s relatively faster spin into their orbits tends to increase orbital semi-major axes a more than tidal dissipation inside the moons decreases them (equation 4 in Methods). Plausible starting positions are computed by integrating the second term of equation (4) backward in time to produce the a(t) curves shown in Fig. 1. Moons beyond the outer ring radius Rout at t = 0 are assumed primordial. Otherwise, they are spawned from the rings when their orbit is slightly beyond Rout.
Initial conditions (Tables 1 and 2), model upgrades, and simplifying assumptions are further discussed in Methods and Supplementary Material.
Table 2: Other model input parameters.
Parameter | Symbol | Value or range | Units | Notes or references |
---|---|---|---|---|
Mass of Saturn | M | 5.68 × 1026 | kg | |
Radius of Saturn | Rp | 58232 | km | |
Final ring mass | Mring | 1019 − 1020 | kg | Robbins et al.35 |
Ring inner edge | Rin | 92000 | km | Inner edge of B ring |
Ring outer edge | Rout | 140000 | km | Radius of F ring |
Saturn’s initial tidal quality factor | Q | 2452.8–200000 | Lainey et al.2 | |
Initial eccentricity | e | 0.016 | Canup5 | |
Initial rock grain density | ρr | 2900 | kg m−3 | Hydrated rock |
Initial ice grain density | ρi | 985 | kg m−3 | |
Water volume fraction in the core | Xice | 0.25 | ||
Initial bulk porosity | Φ | 0.2 | ||
Initial temperature | Tinit | 100 | K |
A young Mimas and an old Rhea
To constrain some parameters of the initial satellite system, we determine age limits on Mimas and Rhea from examination of their tidal relationships with the rings and Saturn, respectively. Moon-ring interactions hasten orbital expansion out to a = 222000 km, where the lowest-order inner Lindblad resonance leaves the rings’ outer edge7. Today, these interactions affect only Mimas’ orbit (Table 1), expanded from a = 160000 km in ≈ 1.1 (1019 kg/Mring) billion years (Gyr), i.e. ≈ 0.14 to 1 Gyr for Mring = 1.1 − 8 × 1019 kg35;36. Preliminary Cassini gravity measurements suggest Mring ≈ 1.8 × 1019 kg36, within this range. Expansion from a = 140000 km, the current outer edge of the dense rings, to 160000 km is even faster because of additional higher-order Lindblad resonances (equation 2). Thus, Mimas must be younger than ≈1 Gyr if predated by Saturn’s rings5, otherwise Mimas-ring interactions would have widened its orbit beyond today’s. Alternatively, a primordial Mimas would require younger rings and a poorly dissipative Saturn.
Conversely, Rhea is likely primordial, even for a low Saturn Q. Although we neglect this dependence in our simulations, Q varies with time and orbital frequency (semi-major axis). Since today Q(a, t) = 1500–5000 for Enceladus, Tethys, and Dione and 300 for Rhea2, we assume for this argument that Q(a) > 1650 out to 500000 km (between Dione and Rhea) and 300 beyond. Provided this frequency-dependent Q was constant through time, it took > 4.6 Gyr for Rhea’s orbit to expand from the rings’ outer radius by tides raised on Saturn. Rhea-ring interactions hasten early expansion, but dissipation inside Rhea moderates it. For higher, likelier past values of Q, Rhea is primordial. Early migration is even slower if Rhea progressively accreted from less massive moons7 raising weaker tides, but previous work has shown that for a low Saturn Q, a Rhea-sized moon forming from the rings accretes most of its mass within just a few million years (Myr)7.
Consequently, in our explored scenarios, Mimas is spawned from the rings at a time that depends on Mring, Rhea is primordial, and the other moons fall into either category depending on Saturn’s initial Q. Primordial moons are assumed to accrete homogeneous and differentiate if heated enough. Moons spawned from rings are assumed to form layered into a rocky core and ice shell on the grounds that a more cohesive rock-rich seed accretes first7. In either case the core, assumed to retain ≈25% water-filled porosity37;38 has density ρc = Xiceρi + (1 − Xice)ρr = 2421 kg m−3 (Table 2), consistent with constraints for Enceladus and Dione (Table 1). The core water volume fraction is too low to dominate the rheology of the (assumed well-mixed) rock-ice mixture, as ice grains are on average not adjoined.
The canonical case
We first assume an initial Saturn Q = 80000, the lowest value for which all moons except Mimas are primordial. We set Mring = 1 × 1019 kg, 4.5–8 times lower than estimated35 to reflect the lower surface density of the A ring with which moons solely interact for a ≥ 190000 km. Setting Mring = 5 × 1019 kg yields similar results (Supplementary Fig. 1). A starting eccentricity e = 0.016 is assumed for all moons (see Methods). The resulting orbital a and e; internal temperatures; and core, ocean, and shell radii are respectively shown in Fig. 2a, c, and d. The four outer moons start with eccentricities higher than today. At initial uniform temperatures set to 100 K, their interior ice is poorly dissipative. Therefore, early heating is predominantly radiogenic and depends on each moon’s rock content, especially since hydrated rock is more insulating than cold crystalline ice. As the moons warm up in the first 500 Myr (Fig. 2c), increased dissipation in compacted, less viscous ice circularizes their orbits (Fig. 2a). Dione and Rhea differentiate (Fig. 2d). Rhea sustains a ~100-km thick ocean for the next 1.5 Gyr until it refreezes as radiogenic heating decreases. Tidal heating remains comparatively negligible owing to Rhea’s low eccentricity. Dione has no ocean (liquid water outside its core), but harbors pore liquid water in the core (Fig. 2d).
About 2.8 Gyr after formation, Tethys and Dione enter a 3:2 mean-motion resonance that excites their orbital eccentricities, generating enough dissipation that their orbits contract. Enceladus’ expanding orbit and Tethys’ contracting orbit converge into a 4:3 mean-motion resonance (Fig. 2b), raising Enceladus’ eccentricity (but not that of Tethys, which is already high; equation 6 in Methods). Our simplistic model computes a sudden increase from e ~ 10−7 to 0.5 (Fig. 2a). Using a more sophisticated treatment of moon-moon interactions similarly leads to fast excitation to e > 0.1 (Supplementary Sections 2 and 3), suggesting that this behavior is robust. The resulting tidal dissipation, equivalent to that produced for an eccentricity ≈ 0.1 (see Methods), results in runaway heating. As the ice viscosity decreases, Enceladus becomes more dissipative and gets warmed further. Ice melts in the innermost zones, triggering global differentiation. Meltwater circulates throughout the porous core, distributing the tidal heat from the shell throughout the interior to a homogeneous 300–400 K (Fig. 2c). Core porosity arises from the thermal pressurization of pore water (see Methods) assumed trapped in rock during differentiation. Some porosity could also remain from the sedimentation of rock grains. Thus, Enceladus develops an ocean (Fig. 2d) that persists for 1 Gyr but refreezes as Enceladus’ eccentricity decreases quickly from 0.07 at 3.9 Gyr to 0.0007 at 4.0 Gyr. Freezing could be stalled by resonant ocean tidal heating39, neglected in our model. Enceladus then returns to its pre-3 Gyr state of quiescence. Its eccentricity stabilizes to a few 10−4, then increases slightly due to dissipation inside Saturn.
The 3:2 Tethys:Dione resonance leads to Tethys maintaining an ocean from 3.1 Gyr to the present. Dione’s ice shell also melts briefly then, and again at 3.7 Gyr when in 7:4 resonance with Rhea (whose eccentricity is already high enough to avoid excitation).
At 3.4 Gyr, Mimas is spawned from the rings and, gravitationally interacting with them, quickly recedes to its current orbit. Its eccentricity is too low for its poorly dissipative interior to experience much tidal heating, and too high to be affected by moon-moon resonances.
Simulation outcomes bear striking commonalities with the present-day Saturn system (Table 3). Radii and bulk densities are matched within 5%. Computed core sizes are within the ranges reported in Table 1. A simulation snapshot taken between 3 and 4 Gyr reproduces an ocean on Enceladus, hydrothermally circulating through its rocky core, with temperatures of 300–400 K that match those (≥ 323–363 K) inferred from analyses of plume material14;40. Computed mean global heat fluxes across Enceladus’ ice shell, 25–100 mW m−2 (20–80 GW total heat output rate), are bracketed by present-day measurements of 4.2–15.8 GW just around the tiger stripes18;19 and past fluxes estimated from relaxation of surface features (Table 1). A possible ocean on Dione8 is also reproduced, with corresponding computed heat flows of 70–85 mW m−2 through its upper ice shell comparable to reported estimates (Table 1). So are Rhea’s, computed to reach 12 mW m−2 at 2.4 Gyr. The simulation results in a compositionally layered yet geologically inactive Mimas, as observed11. Despite approximated disk torques and N-body interactions, the model reasonably reproduces the present-day orbits of all mid-sized moons. At 4 Gyr, the semi-major axes of Mimas and Rhea are within 0.5% of today’s, although Enceladus, Tethys, and Dione are slightly too close in by 12, 20, and 7%, respectively. Therefore, Enceladus and Dione are not in a 2:1 mean-motion resonance. The match is better at 4.5 Gyr: within 3, 9, and 5%, respectively, due to our choice of initial semi-major axes (Table 1). The range of eccentricities experienced by each moon includes its present-day value. Mimas’ eccentricity, whose computation ends up depending only on interactions with Saturn, matches its observed value within a few percent.
Table 3: Match between simulation outcomes and observations with the conditions of Table 1 for the results depicted in Fig. 2 (initial Saturn Q = 80000) and Fig. 3 (constant Saturn Q ≈ 2450).
Initial Saturn Q = 80000 | Constant Saturn Q ≈ 2450 | |||
---|---|---|---|---|
Moon | Orbit | Interior | Orbit | Interior |
Mimas | Match | Match | Match | Match |
Enceladus | Match at 3–4 Gyr | Match at 3–4 Gyr | e too large | Too cold, no ocean |
Tethys | Too close in | Match | Match | Match |
Dione | Match at 3–4 Gyr | Match at 3–4 Gyr | Match | Past ocean only |
Rhea | Match | Match | Match | Match |
Varying initial conditions
Some outcomes change when varying initial values for Saturn’s Q and initial orbits accordingly (Supplementary Table 1). If initially Q = 200000 (simulation not shown), neither Enceladus nor Dione have oceans: both undergo only a weaker resonance with Mimas (5:3 at 3.4 Gyr and 3:1 at 3.9 Gyr, respectively), which does not raise their eccentricity enough to trigger melting, owing to Mimas’ relatively low mass. Dione excites Tethys’ eccentricity at 3.8 Gyr, but Tethys’ interior is too cold then for even high-eccentricity dissipation to cause melting or differentiation.
An initial Q = 50000 requires that both Mimas and Enceladus form past 3 Gyr, layered, from the rings (Supplementary Fig. 2). Enceladus never has an ocean: although its eccentricity is significant, its cold interior, in part due to the lack of live radionuclides accreted, is not sufficiently dissipative to elicit positive tidal feedbacks. In the first 2 Gyr, Tethys, locked in a 2:1 resonance with Dione, undergoes repeated eccentricity excitation roughly every 400 Myr, causing a repeating pattern of increased temperatures and melt (Supplementary Fig. 2e,f). High dissipation in both moons maintains their orbits at relatively constant semi-major axes. Furthermore, Tethys’ semi-major axis is kept at a minimum of 222000 km owing to its interactions with rings about four times as massive as today, which incorporates the material that later spawns Enceladus, then Mimas. The system’s evolution is otherwise similar to the above cases and to the Q = 20000 scenario (Supplementary Fig. 3), in which Tethys too forms late at ≈ 3 Gyr.
With Q = 2452.8 constant over time (Fig. 3), all moons except Rhea form late. Orbits expand promptly, especially when close to the rings. For this simulation, the final ring mass is arbitrarily higher (7 × 1019 kg, within the estimated range35); a lower mass would make the late-forming moons older. As in the other Q ≤ 50000 cases, Mimas and Enceladus never have an ocean, but Rhea, Dione, and even a young Tethys do.
Simulations (not shown) with starting eccentricities 10 and 100 times lower than 0.016 for primordial moons and Q = 105 produce less dynamical and geological activity in the system. Enceladus’ eccentricity is only excited once (5:3 resonance with Mimas), and not sufficiently to provoke melting and differentiation. This could be due to a fortuitous lack of mean-motion resonances, compounded with less opportunities for crossing mean-motion resonances because of slow early migration at high Saturn Q and less orbital contraction in the absence of strong tidal dissipation in the moons.
Thus, varying starting Q, orbital positions, and eccentricities results in simulations not matching quite as well observational constraints (Table 3), even though salient features are retained: Mimas forms late and remains cold, Rhea is primordial and radiogenically heated, and the other moons can undergo moon-moon interactions that raise their eccentricities, triggering episodes of high tidal dissipation so long as the moons’ interiors are sufficiently warm and therefore dissipative.
Discussion
Matching the present-day Saturn system requires a high initial Saturn Q such that Enceladus, Tethys, Dione, and Rhea form early on. Late-forming moons seem less prone to have interacted with other moons because their initial outward migration is dominated by interactions with the ring7. This ring-dominated regime seems a robust result, but should be confirmed with more faithful models of moon-moon interactions. In late-forming moons, radiogenic heating is negligible, further preventing the onset of significant dissipation in frigid interiors.
This provides an interpretation for the Mimas-Enceladus dichotomy: Mimas formed less than 1 Gyr ago from Saturn’s rings; whereas Enceladus formed earlier (possibly in the Saturn subnebula), underwent dynamical excitation by interacting with other moons (primarily Tethys and Dione), consequently experienced high levels of tidal dissipation, and its orbit is currently circularizing such that it is out of tidal equilibrium41;42. This explanation for Enceladus’ extraordinary internal activity has been proposed25;26, but not modeled consistently with the long-term evolution of the whole inner Saturn system. Observations are best matched at ≈4 Gyr into the simulation, close to today’s 4.57 Gyr. Mimas’ time of formation from the rings hinges on their mass, but is too late for radiogenic or even tidal heating to be significant. This could yield a possibly unrelaxed core11;20, although our computed lack of pore compaction in the shell is at odds with Mimas’ relatively relaxed shape43. Since Mimas is heavily cratered, a formation less than 1 Gyr ago would strongly constrain impact source populations, including secondaries, sesquinaries, and planetocentric debris1.
Our results suggest that Saturn’s rings predate at least Mimas (or that the rings are young, but Mimas is not), but because the evolution of the other moons (if primordial) is insensitive to the presence or mass of the rings, these moons do not further constrain their origin. Thus, both primordial or more recent rings remain viable scenarios5;31. In particular, the canonical scenario is fully compatible with an origin for Mimas and the rings < 1 Gyr ago from the disruption of a common parent moon33. More generally, it implies rings orders of magnitude less massive than rings resulting from the tidal disruption of a Titan companion5, but compatible with the collisional disruption of a primordial small moon31. In this scenario, Enceladus’ early orbital expansion is also sped up by interactions with the rings, but equivalently Enceladus could have formed before the rings and about 220000 km from Saturn (Fig. 2a, extrapolating a(t) between 0.5 and 2.8 Gyr back in time to 0 Gyr). This may justify our prescribed and otherwise puzzling lack of moon formation by ring viscous spreading in the long interval between the formations of Enceladus and Mimas.
Our simulations, including the canonical case, result in eccentricities above 0.1. These would result in orbit crossing and, perhaps, collisions3;4. Reaccreted moons would likely have lost any stored radiogenic heat, which could be compensated by accretional heating. Their orbits would likely differ from their progenitors’.
Results that consider resonance capture (Supplementary Fig. 9) suggest that Enceladus and Dione could remain at or near the 2:1 resonance for several Gyr, as was previously found assuming a constant Q for Saturn and the moons28. With slightly different initial orbits, the resonance can be exited after 20 Myr due to eccentricity pumping of both moons (Supplementary Fig. 8) or capture avoided altogether (Supplementary Fig. 7) because Dione’s eccentricity is excited by prior passage through a 3:2 resonance with Tethys. In our simulations, this 3:2 resonance is much more easily broken (after 14 Myr, Supplementary Fig. 7–9) than in a previous study27 for k2/Q values similar within an order of magnitude, maybe because k2/Q is varied with tidal dissipation in our model. This resonance could also be broken due to inclination excitation3, which we did not model.
The lack of resonance capture in the repeated encounter model could considerably affect the simulated moon dynamics and thermal states. Resonances induce relative changes in semi-major axes Δa/a ∝ e2 (ref.44), i.e. ~1% for excitation of e ≪ 1 to e ≈ 0.1. This translates to differences in tidal dissipation (proportional to a−7.5) of about 10%. More importantly, because of slow secular expansion, the timing of subsequent orbital resonances is sensitive to the relative a of the moons, differing by > 1 Gyr if the a of one moon is changed by only < 1.5% (cf. Enceladus and Dione in Supplementary Table 1 and Fig. 7–9). Moreover, the duration of orbital resonances and corresponding tidal dissipation forcing depend sensitively on pre-resonance conditions44. With only slight variations of the age and initial positions of Enceladus and Dione, their 2:1 resonance can last Gyr, Myr, or not occur at all (Supplementary Section 2). The repeated encounter model best approximates brief (Myr) resonance durations that punctually excite eccentricities, but fully accounting for resonance capture (e.g. with N-body simulations) could result in much more prolonged or much less heating. The results of this work must be interpreted with these caveats in mind: our simplified model can reproduce much of the inner Saturn system, but other families of solutions also compatible with observations may be identified as the space of initial conditions is more systematically explored with higher-fidelity models of orbital evolution.
We have assumed that moons spawned from rings were fully formed upon reaching a = 160000 km. More continuous accretion7 from less massive proto-moons that raise weaker tides on Saturn would imply slower orbital expansion, and further lessen the role of radioactive heating – dissipated faster in smaller bodies–, but imply a role for impacts in affecting both interiors and orbits.
Beyond reproducing the best available constraints on the moons’ internal structures, our models suggest that a primordial Tethys must have differentiated, and likely experienced past episodes of high heat flow (up to 50 mW m−2) consistent with surface evidence (Table 1). The cores of Enceladus, Dione, and Rhea are much larger than expected from the full differentiation between silicates and ice. Such low-density cores, consistent with observations, can be maintained over geologic time if the rock maintains ≈25% water-filled porosity37;38. Deep pore water in the core, better insulated from the surface, is melted more easily than in the shell, promoting water-rock interaction in the moons’ interiors.
Methods
Interior-orbital evolution code
We model the thermal evolution of each icy moon using a routine created by Desch et al.54, which performs time-dependent calculations of the internal temperature profile and structure of bodies made of rock and ice, including the effects of differentiation55. This code was modified to include a detailed model of the effects of core fracturing, hydrothermal circulation, rock hydration and dehydration56, as well as tidal heating (as a function of depth, temperature, and composition) and porosity20. Self-compression is neglected.
Mass is distributed assuming spherical symmetry on a fixed-volume one-dimensional grid, with a specified number of zones (here, 200) evenly distributed in radius. The internal energy in each grid zone is computed from the initial temperature using equations of state for rock and ice (here assumed to be pure water). Accretional heating is assumed dissipated before the simulation starts. Rock and radionuclides are assumed to be solely in the core (no mud in oceans or ice shells and no leaching of 40K). A thermal structure is determined by balancing conductive heat transfer with radiogenic (long-lived radionuclides only; abundances from Lodders57), gravitational54, chemical56, and tidal heating20, using a finite-difference method and a 50-year time step. Thermal conductivities depend on composition, temperature, and porosity20. Tidal dissipation due to orbital eccentricity is computed by solving the equations of Tobie et al.58 with a propagator matrix technique42;59 assuming an Andrade model for the response of non-Newtonian rock, ice, and rock-ice mixtures to tidal forcing20. Fluid tides are ignored, even though they could induce major heating in moons with an ocean39. Porosity can compact at rates set by material viscosities. Volume changes due to ice melting or freezing are neglected. Enhanced heat transfer is computed in the ice shell and/or fractured core (hydrothermal circulation) if the Rayleigh number appropriate for convection between two plates or for porous media, respectively, exceeds a critical value56. In such grid zones, an effective thermal conductivity is computed through multiplication by the Nusselt number (ratio of convective to conductive heat fluxes, a function of the Rayleigh number54). In liquid grid zones, an effective thermal conductivity is set to 400 W m−1 K−1, high enough to yield a nearly isothermal liquid layer, yet sufficiently low to satisfy the Courant criterion.
The evolution of a moon’s orbit is computed only in terms of its semi-major axis a and eccentricity e; spin and orbital planes are assumed coplanar with Saturn’s equator and rings. The lack of consideration of orbital inclinations prevents us from using these as an additional, useful constraint on the history of the system3. In our previous models20, a moon’s orbit changed solely due to tidal dissipation inside this moon (which decreases a and e) and inside Saturn (which increases them, since Saturn spins faster than the moons orbit). For the present study, we have added the effects of moon-ring and moon-moon interactions as follows.
Moon-ring interactions
We model moon-ring interactions arising from Lindblad resonances7. These occur when ring particles and a moon exterior to the rings have mean motions in the ratio k:(k − 1), where k is a positive integer60. Lindblad resonances also occur for moons interior to rings, but are not relevant here. Such interactions result in a torque Γ between the moon and the rings, of magnitude (equation 16 of Meyer-Vernet & Sicardy60):
(1) |
where Γk are individual torques arising from Lindblad resonances of order k; is the orbital frequency of the moon, with G the gravitational constant and M the mass of Saturn; Ωk = ωk/(k − 1) is the orbital frequency of ring particles; and Σ is the ring surface density, which we approximate as with Mring, Rout, and Rin the ring mass, outer radius, and inner radius, respectively. Ak is the product of Gm/2a, with m the moon’s mass, and a term of order k (equations 9 and 17 of Meyer-Vernet & Sicardy60); we approximate it as Ak ~ GMk/2a. Thus:
(2) |
The ring exerts a torque Γ on the moon, whereas the moon exerts a torque −Γ on the rings; i.e., the moon and the rings repel each other60. In practice, the calculation of Γ involves summation over only a few k terms, unless the moon is very close to the outer edge of the rings: , which corresponds to 150000 km for k = 10, assuming Rout = 140000 km. Beyond 222000 km, the lowest-order (k = 2) resonance leaves the rings and ring torques no longer affect the moon’s orbital evolution7. Because Saturn’s A and B rings are the densest and most massive, we neglect the C and D rings and assume a constant surface density between Rin = 92000 km (inner edge of the B ring) and Rout = 140000 km (radius of the narrow F ring, just outside the A ring).
This torque is assumed to only affect orbital semi-major axes, although it has been argued that eccentricities may be affected too61. Its effect on orbital expansion is7:
(3) |
We add this term to equation (14) of Neveu & Rhoden20 to compute the net change in a moon’s semi-major axis due to tidal dissipation inside this moon (first term below), tidal dissipation inside Saturn (second term), and moon-ring interactions (third term):
(4) |
Here, Rp, k2, and Q refer to Saturn’s radius, degree-2 tidal potential Love number, and bulk tidal quality factor (for solid tides, inverse of the mean angle between the actual and frictionless tidal bulges), respectively. Qi,tide is the tidal heating rate inside each of the moon’s grid zones62. The k2 of Saturn is set to its best estimate of 0.39 (ref.2; precision 0.024). The evolution of a moon’s orbital eccentricity is governed by:
(5) |
in the absence of moon-moon interactions.
Moon-moon interactions
We have upgraded our code to simulate the internal evolution of N objects simultaneously. The code reads the input file, sets parameters common to the entire system, such as the mass of Saturn; and then calls N parallel instances of the thermal evolution subroutine (here, N = 5). This subroutine is run for one time step; it returns the updated orbital parameters (a and e) of its corresponding moon to the main program, which feeds orbital parameters for all moons into each thermal evolution subroutine instance at the next time step. Thus, each moon “sees” where all other moons are in real time, so that mutual gravitational effects can be computed. The parallelization of the code results in simulation times for 5 moons that are about double those for a single object. Each simulation spanning 4.5 Gyr, with 50-year time steps, takes about 300 CPU hours, or 4 days with a dual 2.4 GHz Intel Xeon 8-core processor (Mac Pro).
Accurately computing mutual gravitational effects between moons would require computing the moons’ orbital elements many times along an orbit63. The moons’ current orbits have periods of 1 to 4.5 days; requiring time steps of ≤ 1 hour. With such small time steps, a simulation spanning 4.5 Gyr would take ≥ 108 CPU hours, an impractical amount of time (20 years per simulation on a 1000-core supercomputer). Thus, we compute moon-moon interactions using a simplistic but much faster approximation, which neglects any effects other than mean-motion resonances such as trapping and secular effects7. We assume that resonances occur only if the mean motions of two moons (neglecting the moons’ masses relative to Saturn’s) remain commensurate to within less than 1% over one time step Δt; i.e. |j n1 − (j + k) n2| < 0.01 n1/Norbits if n1 > n2; or |(j + k) n1 − j n2| < 0.01 n1/Norbits otherwise, with j and k positive integers, and Norbits = Δt/(2π/n1) the number of orbits traveled over one time step. Thus, the right-hand side of each condition is implemented as (0.01 2π/Δt). We consider only low-order resonances: j ≤ 5 and k ≤ 3, i.e. from 2:1 to 8:5. Furthermore, we assume that these interactions only act to increase eccentricities, as described by equations (4) and (5) of Charnoz et al.7:
(6) |
where Tres is the period between two conjunctions between moons, equated to 2π/(j n1) if n1 > n2 or 2π/(j n2) otherwise; vk is the Keplerian velocity of the moon experiencing the perturbation, approximated as n × a; and Δv is the velocity perpendicular to orbital motion imparted by repeated encounters between two moons64:
(7) |
where m1 is the mass of the moon and m2 that of the moon it interacts with, vrel = |n1a1 − n2a2| the relative orbital velocity between the two interacting moons, and
(8) |
with P the impact parameter or distance of closest approach between the moons, approximated as |a1 − a2|. The above two equations are equations 1 and 2 of Greenberg et al.64. Thus, the evolution of a moon’s orbital eccentricity is governed by:
(9) |
These terms describe tidal dissipation inside the moon (as a function of the tidal heating rate), tidal dissipation inside Saturn, and gravitational interactions with other moons, respectively. For the mid-sized moons, Δv/vk has values of ~ 10−6 to a few 10−5, so only moons with e < 10−6 − 10−5 are affected by interactions with other moons.
A drawback of this model is that the overall scaling of eccentricity increases, a physical quantity, depends on the chosen time step, a numerical construct. To achieve results that are physically realistic at the order-of-magnitude level, we adjusted the time step so that the maximum eccentricities excited by mutual interactions are often at least 10−3, can be higher than 0.1, and rarely exceed 1 (ejection from the system). Such outcomes are suggested by our simulations with a more accurate averaged Hamiltonian dynamical model28 (Supplementary Section 1) validated against previous computations of the orbital evolution of Saturn’s mid-sized moons28;66 (Supplementary Fig. 6), and by previous studies using N-body simulations of the Saturn3;67 and Uranus systems68, and planetary systems in general69;70. The resonance period Tres being about 105 s, the third term in equation (9) is of order 10−11 to a few 10−10, so a realistic behavior is reproduced by choosing a time step of Δt = 50 years ≈ 1.6 × 109 s.
Eccentricity increases due to moon-moon interactions are assumed instantaneous, i.e. as reaching maximum eccentricity within one time step due to repeated conjunctions during that time step. This assumption is validated a posteriori by comparison with averaged Hamiltonian model simulations, in which eccentricity increases are also fast. In simulations with either model (compare Fig. 2 to Supp. Fig. 7, 8, and 9, and compare Fig. 3 and Supp. Fig. 3 to Supp. Fig. 10 and 11, respectively), moon-moon interactions (a) are more likely to occur if the moons’ eccentricities are low before resonance71, (b) can increase them to above 0.1, inducing melting in the moons’ shells, and (c) tend to perturb orbits more for a moon in closer conjunction with a relatively more massive moon. While no simulation with the averaged Hamiltonian model resulted in sufficient excitation of Enceladus’ eccentricity to induce melting in its shell, the few simulations carried out sampled only a tiny fraction of an immense orbital parameter space (e.g. behavior of Saturn’s Q and starting moon longitudes of pericenter and mean anomaly), which cannot be explored by a systematic or Monte Carlo approach with our computational capabilities.
In both models, even though computed eccentricities can reach values above 0.5, we truncate tidal equations to their lowest-order terms, assuming e ≪ 1. At e = 0.5, accounting for eccentricity terms to order 10 yields an energy dissipation about 25 times higher than by truncating the tidal heating term to order 2 (equation 26 of Wisdom72). In this case, our truncation is equivalent to underestimating eccentricities by a factor of ~5. This is within the order-of-magnitude uncertainties of the above moon-moon interaction model, and partly compensates any overestimation of eccentricities (the magnitude of the eccentricities effectively accounted for in heating terms does not exceed ~ 0.1).
Our models neglect moons exterior to Rhea’s orbit, in particular Titan. Secular interactions with Titan may keep Rhea’s eccentricity non-negligible65. However, a control simulation with a sixth moon with the size (radius 2576 km) and bulk density (1879 kg m−3) of Titan (Supplementary Fig. 4) produces similar outcomes as our canonical results (Fig. 2). Finally, our models neglect the growth of the moons during accretion. Accretion is assumed completed before a simulation starts, or before a late-forming moon is spawned. This limitation could matter most for late-forming moons such as Mimas. Even then, the effect on the results is small, as quantified by control simulations carried out without Mimas (i.e. moon with zero mass at the onset of accretion; compare Supplementary Figures 1 and 6). This assumption also prevents us from seeking explanations to the puzzling lack of trend between the moons’ bulk densities (accreted rock content) and their masses or semi-major axes7;73;74.
Other assumptions & initial conditions
The moons are assumed to accrete hydrated rock (possibly hydrated in satellitesimals, in which ice may have been melted due to the decay of short-lived radionuclides or accretional heat). Moon cores are assumed to retain 25 vol.% of pore water. This assumption was previously made to assess whether the resulting increased tidal dissipation in Enceladus’ core could explain its level of geological activity37;38. Interestingly, this model yields differentiated internal structures compatible with observational constraints for all five moons, in particular the low density of Enceladus’ core8–10;13;47 and Rhea’s low degree of differentiation12.
We do not attempt to realistically relate variations in Q to changes in Saturn’s interior over time, and neglect any variation of Q with excitation frequency. The dependence on frequency seems small at the present day at the orbital frequencies of Enceladus, Tethys, Dione, and (to a lesser extent) Rhea2. Saturn’s internal structure and evolution (presence and extent of a core, contraction over time, helium separation from hydrogen) remain too poorly constrained to fully match predictions and observations of Q as a function of frequency and time2;75. Thus, future work could more realistically simulate Saturn’s Q.
Starting orbital semi-major axes are chosen so that the moons reach their current positions at the present day. A common canonical starting eccentricity e = 0.016 is assumed for all moons, chosen so that Mimas reaches its present-day eccentricity of 0.0196 without significant internal tidal dissipation or moon-moon interactions. For late-forming moons, this value is consistent with an eccentricity increase away from Saturn for small moons between the outer edge of the rings and Mimas (Supplementary Fig. 12). For primordial moons forming in Saturn’s accretion disk, a similar value of ≈ 0.02 reflects a balance between mutual gravitational interactions and eccentricity damping by density waves in the disk, in the absence of significant early tidal dissipation inside the moons5.
If a moon forms from the rings, the ring mass is decreased instantaneously by the mass of this moon. Thus, the initial ring mass is chosen to be the final ring mass, constrained to ≥ 4.5 − 8 × 1019 kg (ref.35), augmented by those of the late-forming moons5;7;76;77. We also run simulations with final ring masses as low as 1 × 1019 kg to approximate the surface density of the A ring, which is several times lower than that of the B ring but governs moon-ring interactions for a > 190000 km. Moons spawned from rings are assumed to form differentiated (layered) following the rock seed accretion scenario7, although moons may get their rock content from subsequent exogenic input74. Starting semi-major axes are typically around 160000 km, which is slightly higher than the dense rings’ current outer radius (135000–140000 km) to account for the fact that the moon may still be accreting material after leaving the rings; we assume it is fully formed by the time its semi-major axis reaches 160000 km. Primordial moons are assumed to form homogeneous. In either case, the moons are assumed to accrete with 20% porosity, which is allowed to compact over time at rates that depend on material viscosity20.
For simplicity, surface temperatures are assumed constant over time, even though there were likely variations in mean surface albedo, heliocentric distance of the Saturn system, and solar luminosity. We set them to the effective temperatures determined from measured albedos78, but equate Enceladus’ surface temperature to Tethys’ (the next brightest of the five moons) on the grounds that reflective snow at Enceladus’ surface may be due to recent cryovolcanic activity.
Data and code availability
All data generated or analysed during this study are included in this published article and supplementary files. The code used to generate those data is freely available at https://github.com/MarcNeveu/IcyDwarf.
Supplementary Material
Acknowledgements
This research was funded by A.R.R.’s startup funds at Arizona State University and NASA’s Cassini Data Analysis Program program award NNX16AI42G. We thank four anonymous reviewers and Associate Editor L. Maltagliati for comments that substantially improved this article, and S. Desch for providing access to the computers on which the model was developed and simulations were run.
Footnotes
Competing financial interests
The authors declare no competing financial interests.
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
All data generated or analysed during this study are included in this published article and supplementary files. The code used to generate those data is freely available at https://github.com/MarcNeveu/IcyDwarf.