© ESO 2020

1. Introduction

The Kuiper belt is a disk of icy minor planets extending outward from the orbit of Neptune (i.e., ∼30 AU). At the time of writing, more than 600 distant Kuiper belt objects (KBOs) have been discovered at semimajor axes a beyond 50 AU up to more than 1000 AU. These objects can provide new and rich information on the dynamical environment of the very edge of the solar system. Especially, the farthest components with a >  250 AU, including Sedna and 2012 VP113, exhibit clustering in the argument of perihelion and the longitude of the ascending node (Trujillo & Sheppard 2014; Batygin & Brown 2016). One possible explanation for this orbital distributions is the existence of an additional 5−10 m_⊕ planet residing on an extremely wide orbit (a₉ = 400−800 AU), which has eccentricity e₉ = 0.2−0.6 and inclination i₉ = 15°−30° (Batygin & Brown 2016; Brown & Batygin 2016; Batygin et al. 2019). This hypothesized planet is currently referred to as Planet 9.

Moreover, Bailey et al. (2016), Lai (2016), and Gomes et al. (2017) found that the secular perturbation from Planet 9 could induce a slow precession of the invariable plane of the solar system. In this work, the invariable plane is defined as the plane perpendicular to the total angular momentum vector of the eight known planets, and hereafter is named IP8. Over a timespan of ∼4.5 Gyr, the proposed Planet 9 can yield the current 6° tilt between the Sun’s equator and IP8. Then, we speculate that this mechanism could also cause the change of the apparent orbital planes of the distant KBOs.

The first attempt to determine the mean plane of the Kuiper belt was made more than a decade ago by Collander-Brown et al. (2003) and Brown & Pan (2004). As a much larger number of KBOs have been discovered in recent years, Volk & Malhotra (2017) extended the study of the mean plane as a function of the semimajor axis. These authors found that, for the classical Kuiper belt between 42 AU < a < 48 AU, the expected mean plane has an inclination ≲2° with respect to IP8 from secular theory; this value is consistent with the current observations. At a larger semimajor axis a >  50 AU, the expected mean plane is very flat and close to IP8 in the unperturbed solar system model (i.e., without any additional planet). Even by including the possible Planet 9 on high-inclination orbit, for the Kuiper belt exterior to but not too far away from 50 AU, this plane would be nearly unaffected and still confined to the local Laplacian plane determined by the Jovian planets (almost equivalent to IP8). But if the KBOs are approaching the orbit of Planet 9 at hundreds of AU, the associated mean plane could substantially deviate from IP8. Laerhoven et al. (2019) found that from 50 AU to 150 AU the mean plane of the observed Kuiper belt is consistent with IP8, while Batygin et al. (2019) reported that the orbital planes of the 14 known KBOs with a >  250 AU are clustered around a common plane (at the 96.5% confidence), which is inclined to the ecliptic by ∼7°. In this paper, we aim to quantify exactly how far and how large the warp of the mean plane of the Kuiper belt can be produced by the perturbations from the unseen Planet 9. If such a warp is detectable, it could put constraints on the proposed mass and orbital elements of Planet 9.

The rest of this paper is organized as follows. In Sect. 2, we develop both the theoretical and numerical approaches to determine the expected mean plane of the Kuiper belt beyond 50 AU, in the presence of Planet 9. Accordingly, we calculate the relative angle δ between this plane and IP8. In Sect. 3, we measure the angle δ for the currently observed KBOs with semimajor axes in the range 100–200 AU and the measurement uncertainty is also evaluated. In Sect. 4, based on the analysis of the expected and measured values of δ, we present the most probable parameters of Planet 9. The conclusions are summarized in Sect. 5.

2. Expected mean plane

2.1. Theoretical approach

To determine the expected mean plane of the Kuiper belt, we consider the gravitational perturbations from the eight known planets plus a hypothetical Planet 9. As for the motion of a test KBO, the inclination vector is defined by (q, p) = (sin i cosΩ, sin i sinΩ), where i and Ω are the inclination and the longitude of ascending node, respectively. Throughout this paper, the reference plane is given as IP8. Then, according to the classical Laplace-Lagrange secular theory, the forced inclination vector (q₀, p₀) can be written as (see Murray & Dermott 1999, Chap. 7)

(1)

where f_i and γ_i are the secular nodal eigenfrequency and associated phase, respectively; and

(2)

where m_⊙ is the mass of the Sun, m_j is the mass of the jth planet, n is the mean motion of the test KBO, I_ji is the amplitude corresponding to f_i; and

(3)

(4)

where a and a_j are the semimajor axes of the test KBO and the jth planet, respectively. In Eq. (2), the Laplace coefficient is given by

(5)

Since the secular modes of the known planets are supposed to be unaffected by the distant Planet 9, Volk & Malhotra (2017) express the forced inclination vector (Eq. (1)) in an approximate form

(6)

where the subscript 9 refers to Planet 9; and

(7)

(8)

where n₉ is the mean motion of Planet 9. Volk & Malhotra (2017) also point out that, for a >  50 AU, the vector represents the forced plane determined by the known plants, which should be nearly coincident with IP8. Therefore, the tilt of the forced plane of test KBOs in this a region is solely induced by Planet 9 and can be measured by the forced inclination

(9)

In this paper, we consider the Kuiper belt extended from 50 AU all the way out to the neighborhood of Planet 9 at hundreds of AU; that is, the semimajor axis ratio α₉ = a/a₉ could not always be close to 1. Then unlike in Volk & Malhotra (2017), for the calculation of the Laplace coefficient , we evaluate the integral in Eq. (5) without any approximation.

Bearing in mind that, the proposed Planet 9 has a substantial eccentricity e₉. The value of e₉ is very important for determining the forced inclination i₀, as we see below. Borrowing the method from Gomes et al. (2006) to implement the averaged effect of the eccentric Planet 9, we assume a scaled semimajor axis

(10)

Substituting the expression of for a₉ into Eqs. (7) and (8), we can finally obtain the intrigue value of i₀ from Eq. (9).

For the KBOs with instantaneous locations in three-dimensional space, the pole of the mean plane should be aligned with the forced inclination vector (Chiang & Choi 2008). Equation (6) shows that the direction of depends on the secular mode of Planet 9 and varies with time. But as a magnitude, the forced inclination i₀ from Eq. (9) remains constant. Therefore, i₀ measures the relative angle δ between the mean plane of the Kuiper belt and IP8. Since the masses and semimajor axes of the known planets are constant in calculating B, at a certain a, the tilt of the Kuiper belt’s mean plane (i.e., δ) is completely determined by the mass (m₉) and orbital elements (a₉, e₉ and i₉) of Planet 9.

As described in the introduction, Planet 9 could possibly have m₉ = 10 m_⊕, a₉ = 400−600 AU, e₉ = 0.4−0.6, and i₉ = 20°−30°. Within this parameter space, we calculated the tilt δ of the expected mean plane by our theoretical approach. Figure 1 shows that the value of δ is as small as <1° in the semimajor axis range of a ∼ 50−90 AU, indicating that the Kuiper belt’s mean plane should nearly coincide with IP8. But along with the increasing a, the mean plane would become more and more inclined relative to IP8, by up to the order of magnitude of δ ∼ 10°. As envisioned by Volk & Malhotra (2017), such a massive and distant Planet 9 has a negligible effect on the mean plane of the KBOs exterior to a ∼ 100 AU. We note that throughout this paper we do not consider the semimajor axis region of q₉ − a <  10 AU (q₉ is the perihelion of Planet 9), where the KBOs could undergo strong gravitational interactions with Planet 9 and secular theory may be not available.

Fig. 1. Relative angle δ between the expected mean plane of the Kuiper belt and IP8 in the presence of a 10 m⊕ Planet 9 with orbital elements a9 (top panel: = 400 AU; bottom panel: = 600 AU), e9 (=0.4−0.6), and i9 (=20°−30°), as a function of the semimajor axis a (>50 AU). The curve denotes the prediction from secular theory and the dots indicate the results from numerical computations with no approximations. The figure indicates these two approaches show good agreement.

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2.2. Numerical approach

For the eight known planets, their masses, initial positions, and velocities are adopted from DE405 with epoch 1969 June 28 (Standish 1998). Then we calculate the total angular momentum vector H₈ of these planets, by which the inclination and longitude of the ascending node of IP8 can be determined (Souami & Souchay 2012). Using the rotational transformation, we proceed to change the reference plane from the mean equator of J2000.0 to IP8. Finally, we introduce Planet 9 with m₉, a₉, e₉ and i₉ to our solar system model.

Considering a set of N test particles, each having the position r_j and velocity v_j, the total (unit) angular momentum vector is given by

(11)

Then the relative angle δ between the vectors H and H₈ is computed by (Li et al. 2019)

(12)

As long as the sample size N is large enough, this angle could represent the deviation of the mean plane of the particles from IP8 (Cambioni & Malhotra 2018).

2.2.1. Pre-runs

Given m₉ = 10 m_⊕, firstly we chose the orbital elements of Planet 9 to be a₉ = 400 AU, e₉ = 0.6 and i₉ = 30°. In this case, Planet 9 has the minimum perihelion q₉ = 160 AU and the highest inclination according to the proposed parameter space (Bailey et al. 2016; Batygin et al. 2019). Consequently, such an additional planet would exert the strongest influence on the mean plane of the Kuiper belt.

The test particles were uniformly distributed in the a space between 50 AU and 150 AU, where 10 AU interior to the perihelion of Planet 9. Within each a-bin of 10 AU (e.g., a = 50−60 AU), there were 101 test particles with even separation Δa = 0.1 AU. As for the “nominal” population, initial e-values were taken to be 0.01, and initial i-values were randomly sampled in the range 0°−20°. The other three orbital elements were all chosen randomly between 0° and 360°. For the sake of saving computation time, in all numerical simulations performed below, the four terrestrial plants are added to the Sun; and the angular momentum vector H₈ is determined by the four Jovian planets. This simplicity has little influence on the measurement of the angle δ. We then integrated the system consisting of the Sun, Jovian planets, Planet 9, and test particles over 4.5 Gyr.

We find that because of the perturbations from Planet 9, the direction of the vector H₈ (i.e., the pole of IP8) is not steady but evolves with time. The precession of the inclination of IP8 with respect to its initial plane observed in our simulations is identical to that shown in Fig. 2 of Bailey et al. (2016). Such that, in the numerical approach, our reference plane is indeed the instantaneous IP8. Accompanying the evolution of H₈, the total angular momentum vector H of test particles also keeps changing direction, but the relative angle δ between these two vectors would no longer remain around zero.

As we expected, at the end of the integration, the angle δ increases monotonously with increasing heliocentric distance, from ∼1° for the a = 50−60 AU bin to ∼6° for the a = 120−130 AU bin. For test particles farther than a = 130 AU, they experienced stronger perturbations from Planet 9 and a small fraction survived, thus a meaningful measurement of the mean plane cannot be reached. The associated δ-value is determined later from high a-resolution simulations with a larger sample size. Aside from the nominal population of test particles, we also carried out several additional simulations by varying either the initial e or i, for example, i = 0.01°, e = 0−0.2, and e = 0.2−0.4. These different inputs all reproduce nearly the same outcomes. The independence of the angle δ on particles e and i is easy to understand because these two orbital parameters are not visible in the calculation of the forced inclination i₀ (equivalent to δ), as presented in Sect. 2.1.

2.2.2. High a-resolution runs

In order to refine the value of δ, we employed a higher spatial resolution of Δa = 0.02 AU, which yields 501 test particles in each a-bin with a width of 10 AU (starting from a = 50−60 AU). The initial eccentricities and inclinations were adopted to be the same as those of the nominal population mentioned about above, i.e., e = 0.01 and i = 0°−20°. Then we performed the high a-resolution runs with six different sets of (a₉, e₉, i₉) for a 10 m_⊕ Planet 9, corresponding to the theoretical study in Sect. 2.1. In this subsection, we chose a shorter integration timescale of 1.5 Gyr for the numerical simulations. Even so, each run for a specific orbit set of Planet 9 would take over ten days of computing time on our workstation.

As an example, Fig. 2 shows the time evolution of the angle δ for the a = 120−130 AU bin. We note that δ is osculating around the average value, and the amplitude could become rather small at the end of the integration. Thus for test particles in each semimajor axis bin of [a⁽¹⁾, a⁽²⁾], the angle δ is taken to be the average value during the integration, and it is assigned to the location of the median a = (a⁽¹⁾ + a⁽²⁾)/2, as indicated by the dots in Fig. 1. In comparison with the angle δ predicted by the secular theory, as plotted by the curves in Fig. 1, we find that the numerical results are in good agreement. This can nicely support the validity of our theoretical approach developed in Sect. 2.1. It should be noticed that, for the orbital elements of Planet 9, the theoretical approach only requires a₉, e₉, and i₉, but neither the argument of perihelion ω₉ nor the longitude of ascending node Ω₉. The parameters ω₉ and Ω₉ could control the orbital alignments of the 14 known KBOs with a ≥ 250 AU (Batygin et al. 2019), but they should not affect the tilt of the Kuiper belt’s mean plane.

	Fig. 2. Time evolution of the angle δ for the semimajor axis bin of a = 120−130 AU due to the presence of a 10 m⊕ Planet 9 with different orbit sets (a9, e9, i9). The figure shows that δ can nearly converge to the average value at the end of the 1.5 Gyr integration.
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Figure 1 shows that, within the a <  100 AU region, both the theoretical and numerical values of δ are below ∼1°−2°. Considering the observational bias, we do not think such a slight warp in the Kuiper belt could be detected by future surveys. As a result, we focus on the KBOs between 100 <  a <  200 AU. Even so, this population is much closer and more detectable than the extremely distant KBOs with a >  250 AU that are believed to be clustered in physical space by now. We intend to use the angle δ as a constraint on the mass and orbit of the possible Planet 9 in the solar system.

3. Kuiper belt observation

3.1. Real KBOs

We selected the KBOs observed over multiple oppositions as of September 2019, taken from the Minor Planet Center¹. Among these, there are 46 objects with semimajor axes 100 <  a <  200 AU and perihelion distances q >  30 AU. These objects comprise our sample KBOs and were used to calculate the mean plane of such a truncated Kuiper belt. In Volk & Malhotra (2017), the resonant KBOs were excluded since Neptune’s mean motion resonances are not considered in secular theory. But in the direct N-body integrations performed in Sect. 2.2, we fully took the complete perturbations from the planets including Neptune into account. The agreement between our numerical and theoretical approaches suggests that the weak high-order resonances in the distant Kuiper belt could have little impact on the mean plane determination. As a matter of fact, Saillenfest & Lari (2017) found that, for the majority of resonant KBOs with a >  50 AU, their secular behaviors can hardly be affected by mean motion resonances. Up to now, only three resonant KBOs have been identified in the a >  100 AU region, i.e., 2004 PB₁₁₂ in the 5:27 resonance (Saillenfest & Lari 2017), 2015 KE₁₇₂, and 2007 TC₄₃₃ in the 1:9 resonance (Volk et al. 2018); these KBOs are in our sample.

Since the number density of our sample KBOs is very low in the wide a-space, the mean plane measured by their total angular momentum may suffer from severe observational bias. Instead, in this section we apply the alternative method employed in Brown & Pan (2004) and Volk & Malhotra (2017): if a plane can, on average, go through all the sky-plane velocity vectors of the considered objects, then it defines the associated mean plane. For the unit pole vector n perpendicular to this mean plane, it can be computed by minimizing the residual (Volk & Malhotra 2017)

(13)

where v_i is the unit vector of the sky-plane velocity of a KBO. All the v_i used were evaluated at a common epoch of 2019 April 27. Consequently, the mean plane can be achieved in a manner almost regardless of the discovery positions of the KBOs. Detailed descriptions can be found in the two papers cited above. It must be noted that when the number density of sample particles is large enough (e.g., that used in Sect. 2.2.2), we would obtain exactly the same mean plane by applying either the velocity vector (Eq. (13)) or the angular momentum (Eq. (12)), while the latter approach is much computationally cheaper.

We find that, for the 100 <  a <  200 AU Kuiper belt, using the directional velocity v_i to determine the mean plane yields an overall inclination . This value seems too large to be authentic according to our theoretical results in Sect. 2. We then realized that by minimizing the residual E in Eq. (13), such a large can result from the contamination of certain sample(s) with v_i deviated substantially from the others, especially when the sample size is very limited. By excluding a single KBO (2015 RQ₂₈₁), the angle can drop sharply to only 1.0° and a comparable value could also be obtained even if we continue to remove some additional sample(s). With such a slight relative angle of , the mean plane of the considered Kuiper belt could be regarded as nearly coincident with IP8. However, the census of the distant KBOs is far from observational completeness, thus the measurement error is clearly warranted.

3.2. Monte Carlo samples

For the uncertainty of the derived mean plane due to the small number of real observed samples, following Li et al. (2019), Monte Carlo simulations were constructed to estimate the possible for the overall 100 <  a <  200 AU Kuiper belt. It is obvious that the measurement error strongly depends on the space dispersion of the inclined KBOs. By adopting an unbiased inclination distribution from Brown (2004), as

(14)

where the Gaussian standard deviation σ = 20°, we first created 100 000 synthetic samples with random inclinations i relative to IP8. For each synthetic sample with assigned i, we randomly chose

(15)

and

(16)

where a_real is the semimajor axis of a random component from 568 real KBOs with multiple-opposition orbits and a >  50 AU, and e_real is the eccentricity of another random component (also see Volk & Malhotra 2017, Appendix C). The other three angles of an orbit were randomly selected in the range 0°−360°.

Then, for each object in the catalog of these real observed KBOs, near the latitude and longitude where each object was discovered, we searched for a corresponding synthetic sample. In this way we obtained a set of 568 synthetic objects, among which those with 100 <  a <  200 AU and q >  30 AU were selected to be our Monte Carlo samples. Subsequently, we measured the mean plane of a Monte Carlo population via Eq. (13). This procedure was repeated 10 000 times for the statistical analysis.

We find that the 10 000 Monte Carlo populations give the angle with a 1σ confidence level. This result indicates that, for the overall a = 100−200 AU range, the measured mean plane of the real KBOs (i.e., having ) could be deemed within 1σ error of the true mean plane. Accordingly, the mean plane of the Kuiper belt for this semimajor axis bin probably deviates from IP8 by less than 5°. This critical value could be served as an upper limit of to put constraints on the parameter space of Planet 9.

4. Constraints for Planet 9

With the addition of Planet 9 to the solar system, the expected mean plane of the Kuiper belt at semimajor axis a >  100 AU would not remain in the vicinity of IP8, but can be substantially inclined by up to ∼10°, as shown in Fig. 1. While based on the observational data of the KBOs, the true mean plane is found to have an inclination of <5° at 1σ confidence. We thereby suppose that the existence of Planet 9 is possible if the relative angle δ between the expected mean plane and IP8 is smaller than or comparable to 5°. The larger δ may indicate that Planet 9 has produced a distinguishable discrepancy from the current observation, leading to the unlikelihood of certain mass (m₉) or orbital elements (a₉, e₉, i₉). Since the theoretical and numerical approaches agree nicely (see Fig. 1), we used the former to make our prediction, while the latter is too computationally expensive to fulfill an extensive suite of calculations with various parameters of Plane 9.

To examine the possibility of Planet 9, we consider a combination of the proposed m₉, a₉, e₉, and i₉, as already presented in the introduction. Then the forced inclination i₀ in Eq. (9), equivalent to the angle δ, is solely a function of the location a of the Kuiper belt. This is a specific calculation to every a, while the overall tilt of the expected mean plane for a wide semimajor axis range can be written as

(17)

where a_in = 100 AU and a_out = 200 AU are the inner and outer edges of the considered Kuiper belt, respectively.

In Fig. 3, we plot the maps of the angle for several representative values of i₉. The left-hand and right-hand columns are for the cases of m₉ = 10 m_⊕ and 5 m_⊕, respectively. On the right side of the black curve, the colorful regions refer to the relatively small deviation (i.e., ) of the mean plane of the Kuiper belt from IP8. This is allowable according to the results obtained in Sect. 3, thus Planet 9 with the given parameters is most probable. The gray regions on the left side of the black curve (i.e., ) are considered to be the less likely zones, and the darker the color the lower the possibility. It seems that the most inclined Planet 9 with i₉ = 30° possibly has an orbit of a₉ ≳ 440−530 AU (see top panels). We also notice that the unlikely gray regions have significantly shrunk with decreasing i₉ and the effective constraints on the (a₉, e₉) pair can only be found for i₉ ≳ 20°. In Fig. 3, the white zone on the top left of each panel corresponds to the unconsidered region of q₉ − a <  10 AU, where the KBOs may experience chaotic evolution due to strong perturbations from Planet 9 and thus secular theory would be not applicable.

Fig. 3. Allowable (a9, e9) space for Planet 9 with m9 = 10 m⊕ (left-hand column) and 5 m⊕ (right-hand column), at representative inclinations i9 = 15°, 20° and 30°. The color represents the relative angle between the expected mean plane of the 100 <  a <  200 AU Kuiper belt and IP8. The black curve demarcates the upper limit of deduced from the known KBOs: on the right side, the colorful regions with are the most probable zones for Planet 9; while on the left side, the gray regions with are less likely since the perturbation from Planet 9 seems too strong. The white regions indicate the zones with q9 − a <  10 AU, where our theoretical approach for calculating may fail due to strong interactions between the KBOs and Planet 9.

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5. Conclusions

The existence of an inclined Planet 9 can induce IP8 to evolve from its initial plane, yielding the current tilt of ∼6° relative to the Sun’s equator (Bailey et al. 2016; Lai 2016; Gomes et al. 2017). As a natural extension, in this paper we explored the effect of this additional perturber on the mean plane of the Kuiper belt beyond 50 AU.

Firstly, in the context of the secular theory, we adopted and developed the theoretical approach of Volk & Malhotra (2017) to determine the relative angle δ between the expected mean plane of the Kuiper belt and IP8 at every specific semimajor axis a. We found that in the region of a = 50−90 AU, the expected mean plane nearly coincides with IP8. But at a >  100 AU, a noticeable deviation between these two planes appears because δ could become as large as ∼10°. By taking into account the complete perturbations from the known planets and Planet 9, we also constructed numerical simulations to compute the angle δ for test KBOs with considerable space dispersion. The good agreement validates our theoretical approach, which allows us to explore a large suite of the mass (m₉) and orbital elements (a₉, e₉, m₉) of Planet 9 within a reasonable amount of computing time.

Next, for the real KBOs with semimajor axes 100 <  a <  200 AU, we obtained an overall mean plane deviating from IP8 by a small angle of . Considering the small number of such distant KBO samples at present, we carried out Monte Carlo simulations to evaluate the measurement uncertainty due to the observational incompleteness. The results show that the measured is just within 1σ limit of 1.0°−4.6°. We then suppose that an upper limit of , taken to be 5°, can be used as a constraint on the parameter space of Planet 9.

By integrating the angle δ as a function of the semimajor axis a in our theoretical approach, we are able to obtain the overall tilt of the expected mean plane for a wide range, i.e., 100 <  a <  200 AU. In our final results for the proposed Planet 9 with m₉ = 5−10 m_⊕ and i₉ = 15°−30°, we plot the maps of the angle on the (a₉, e₉) plane. Confined by the prescribed constraint of , we propose that Planet 9 has the most probable orbit depicted by the colorful region in Fig. 3:

• (1)

  For m₉ = 10 m_⊕: Planet 9 could exist on a highly inclined orbit (i₉ = 30°) in a more distant region beyond a₉ = 530 AU, or have moderate inclination i₉ = 20° (15°) and smaller semimajor axis a₉ >  450 (400) AU.

• (2)

  For m₉ = 5 m_⊕: Planet 9 is allowed to reside on a i₉ = 30° orbit with a₉ >  440 AU, or possibly any less inclined (i₉ <  20°) orbit with a₉ >  400 AU.

With increasing e₉, the deduced minimum a₉ would grow slightly but not significantly; this critical a₉ value at e₉ = 0.6 is on a level of 1.2 times larger than the corresponding value at e₉ = 0.2.

The above results could help to reduce the uncertainty of the proposed Planet 9’s parameters. For instance, Bailey et al. (2016) showed a 10 m_⊕ planet on a a₉ = 400 AU, e₉ = 0.4−0.6, i₉ = 20°−30° orbit is capable of inducing the observed solar obliquity. However, such combinations of the mass and orbital elements clearly correspond to the unlikely regions shown in Fig. 3. A less massive (5 m_⊕) or more distant (a₉ = 800 AU) planet is suggested by Batygin et al. (2019) from the clustering of the orbital planes of KBOs. Furthermore, Kaib et al. (2019) found that a much lower inclination (i₉ = 5°) for Planet 9 seems favorable to replicate the inclination distribution of the observed scattering KBOs.

Since more and more faint KBOs will be discovered in the near future, for example, by the Large Synoptic Survey Telescope (LSST)² (Jones et al. 2016), they would help to further improve the measurement of the Kuiper belt’s mean plane. Especially, for the discussed KBOs with 100 <  a <  200 AU, a larger number of samples will allow us to examine smaller a-bin so that a finer profile of the mean plane can be drawn. Consequently, even tighter constraints would be put on the mass and orbit of yet undiscovered Planet 9.

Acknowledgments

This work was supported by the National Natural Science Foundation of China (Nos. 11973027 and 11933001), the National Key R&D Program of China (2019YFA0706601), and the Fundamental Research Funds for the Central Universities (No. 020114380038). We would also like to express our sincere thanks to the anonymous referee for the valuable comments.

References

All Figures

	Fig. 1. Relative angle δ between the expected mean plane of the Kuiper belt and IP8 in the presence of a 10 m⊕ Planet 9 with orbital elements a9 (top panel: = 400 AU; bottom panel: = 600 AU), e9 (=0.4−0.6), and i9 (=20°−30°), as a function of the semimajor axis a (>50 AU). The curve denotes the prediction from secular theory and the dots indicate the results from numerical computations with no approximations. The figure indicates these two approaches show good agreement.
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In the text

	Fig. 2. Time evolution of the angle δ for the semimajor axis bin of a = 120−130 AU due to the presence of a 10 m⊕ Planet 9 with different orbit sets (a9, e9, i9). The figure shows that δ can nearly converge to the average value at the end of the 1.5 Gyr integration.
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In the text

	Fig. 3. Allowable (a9, e9) space for Planet 9 with m9 = 10 m⊕ (left-hand column) and 5 m⊕ (right-hand column), at representative inclinations i9 = 15°, 20° and 30°. The color represents the relative angle between the expected mean plane of the 100 <  a <  200 AU Kuiper belt and IP8. The black curve demarcates the upper limit of deduced from the known KBOs: on the right side, the colorful regions with are the most probable zones for Planet 9; while on the left side, the gray regions with are less likely since the perturbation from Planet 9 seems too strong. The white regions indicate the zones with q9 − a <  10 AU, where our theoretical approach for calculating may fail due to strong interactions between the KBOs and Planet 9.
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In the text