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Hydrodynamical Escape Approximation for Pluto
David, Chien-Chang YenMathematics, Fu Jen Catholic University, Taiwan
Danie, Mao-Chang LiangResearch Center for Environmental Changes, Academia Sinica,
TaiwanRonald E. Taam
Astronomy & Atrophysics, Academia Sinica, Taiwan
The 6the East-Asian Numerical Astrophysics MeetingKyung Hee University, Suwon, Korea
September 18, 2014
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
Outline
◮ Hydrodynamic Escape and the Corresponding Equations
◮ Boundary Conditions
◮ Relaxation Methods
◮ Previous Results
◮ Our Numerical Results
◮ A Comparison Study
◮ An Application on Isotope
◮ Conclusion
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
HD 209458
Artist’s illustration of the hot Jupiter-like planet orbiting star HD209458. Astronomers have now discovered oxygen and carbon in ina violent atmospheric ’blow-off.’ (Image credit: AlfredVidal-Madjar)
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
Two Classes of Escape MechanismThermal or Non-Thermal
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
UV photon heat the upper atmosphere
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
Absorption of Solar EUV/UV
Solar UV absorption drives atmospheric:
◮ constituent densities,
◮ thermal structure, and
◮ dynamics
Solar UV is absorbed by
◮ ozone (200-320 nm)
◮ molecular oxygen (140-242 nm)
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
Isothermal Atmosphere (Hydrostatic)
dp
dz= −ρg
p = nkT = ρk
mT, ρ = mp/kT
dp
p= −
mg
kTdz ≡ −
dz
Ha
ln p = −z
Ha+ const.
p = p0 exp
(
−z − z0
Ha
)
As z → ∞, p → 0 as expected.
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
Parker Isothermal Solution
u = cs, r = rs =GMs
2c2s
(u
)2 − ln(u
)2 − 4 ln(r
) − 4rs
= C = Const.David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
Gravity Varies with Height
g =GM
r2
dp
p= −
GMm
r2kTdr
ln p =GMm
rkT+ const.
p = p0 exp(GMm
kT(1
r−
1
r0)).
As r → ∞, p → p0 > 0 ⇒ infinite mass.
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
Modifications
◮ The atmosphere becomes collisionless at some height, so thatpressure is not defined in the normal manner.
◮ The atmosphere is not hydrostatic, i.e. it must expand into space.
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
Hydrodynamic Escape Equations
∂(ρr2)
∂t+
∂(ρur2)
∂r= 0, (1)
∂(ρur2)
∂t+
∂(ρu2r2 + pr2)
∂r= −ρGM + 2pr, (2)
∂(Er2)
∂t+
∂((E + p)ur2)
∂r= −ρuGM + qr2 +
∂
∂r(κr2 ∂T
∂r), (3)
where the total energy E, internal energy e, and the pressure p are
given by E = ρ(u2
2 + e), e = pρ(γ−1) , p = ρRT. Here, heating
(q) from the central star and thermal conduction (coefficientκ = νT are also imposed, where ν is a constant) in theatmosphere are also considered.
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
A Mathematical Problem
du
dr=
u
u2 − γkBT/µme× [2γkBT/(µmer) − (γ − 1)q/(ρu)
−GMp
r2−
γ − 1
ρur2
d
dr(κr2 dT
dr)
]
(4)
dρ
dr= −
ρ
u
du
dr−
2ρ
r(5)
dT
dr= (γ − 1)
(
q
ρu
µme
kB+
T
ρ
dρ
dr+
1
r2ρu
µme
kB
d
dr(κr2 dT
dr)
)
.(6)
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
Boundary Conditions
We impose the density ρb and the temperature Tb at the bottomboundary rb,
ρb = ρ(rb, t), Tb = T (rb, t). (7)
There two conditions are required. The transonic solution isdesired, and it follows that
u2 = c2 = γRT, (8)
and
2γRT/r − (γ − 1)q/(ρu) −GMp
r2−
γ − 1
ρur2
d
dr(κr2 dT
dr) = 0 (9)
at the sonic position rs.
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
More Boundary Conditions
We introduce three extra dependent variables
L = −κr2 dT
dr, W =
dL
dr, and Z = rs − rb.
L = −κr2(γ − 1)
[
T (−1
u
du
dr
∣
∣
rs
−2
r) −
Wµme
ρur2kB
]
, (10)
◮ The mathematical problem is well-posed.
◮ The existence and uniqueness of the solution of the HEP isun-resolved.
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
Relaxation Method
The quantities (T, u, ρ, Z,L,W ) are given at discrete points:
du
dr=
u
u2 − γkBT/µme×
[
2γkBT/(µmer) − (γ − 1)q/(ρu) −GMp
r2+
γ − 1
ρur2W
]
dρ
dr= −
ρ
u
du
dr−
2ρ
rdT
dr= −
L
κr2
dL
dr=
ρur2kB
µme
[
−1
γ − 1
dT
dr+
T
ρ
dρ
dr+
µme
ρukBq
]
dL
dr= W,
dZ
dr= 0
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
The Derivative of Velocity at the Sonic Position
du
dr|rs
=γ − 1
γ + 1
{
−2u
r−
γW
2ρu2r2+
1
2u
[
(γW
ρur2)2 − 8
(γ + 1)
(γ − 1)
uW
ρr3
+16
(γ − 1)
uW
ρr3+
8(5 − 3γ)
(γ − 1)2u4
r2
]1/2}
,
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
Darrell F. Strobel, 2008, Icarus
◮ The number density 4E+12 (1/cm3) and the temperature 88.2 Kat the lower boundary.
◮ Conduction κ(T ) = 8.37T and Ms = 1.305E + 25 g.
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
Results of Strobel
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
Results of Strobel
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
Results of the Relaxation Method
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
Hybrid Fluid/Kinetic Models
The hybrid fluid/kinetic model of Erwin, Tucker, and Johnson(2012) attempts to describe the atmospheric escape morerealistically. Such an approach consists of the hydrodynamicescape result of Strobel (2008) and a modified Maxwell-Boltzmannto include the bulk velocity u in the velocity distribution(Yell,2004; Tian et al., 2009; Volkov et al., 2011). However, thetreatment of the transition from the collisional regime to the noncollisional regime is approximate.
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
Jeans escape
Jeans escape corresponds to the literal evaporation atom by atom,molecule by molecule, off the top of the atmosphere. At loweraltitudes, collisions confine particles, but above a certain altitude,known as the exobase, air is so tenuous that gas particles hardlyever collide.The Jean’s escape framework in terms of the Jeans parameter,λ(r) = GMµmp/rkBT . The Jean’s escape rate is given as
ΦJ = 4πr2xnx
√
kTx
2πµmp(1 + λx) exp(−λx).
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
Settings for Pluto Simulations
◮ The lower boundary rmin = 1.45E + 8 cm
◮ The temperature T = 88.2 at the lower boundary
◮ The number density n = 4E + 12 at the lower boundary
◮ The mass of the Pluto Mp = 1.31E + 25 g
◮ For nitrogen simulation, µ = 28.
We request the heat profile q of solar mean from Strobel for twonumerical simulations.
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
Results for Pluto Simulations
4 6 8 10 12
1
2
3
4
5
6
x 104 log
10(ρ
n)
0 2000 4000 6000 8000
1
2
3
4
5
6
x 104 u
20 40 60 80 100 120 140
1
2
3
4
5
6
x 104 T
40 42 44 46
1
2
3
4
5
6
x 104 z
−2000 0 2000
1
2
3
4
5
6
x 104 L
−1 0 1
x 104
1
2
3
4
5
6
x 104 W
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
Models
◮ Model A is a consistent model.
◮ Model B is a fixed heat profile in Strobel (2009) to compare withStrobel’s result.
◮ Model C is a fixed heat profile to compare with Johnson’ssimulations.
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
Comparision
Model Tpk r(Tpk) M Qunit K 108 cm 1027cm−3 erg/sA 137 2.20 3.98 16.06B 132 2.08 1.73 11.35C 123 2.07 0.77 7.8
Strobel 117 2.02 3.26 11.35Johnson 120 2.13 2.58 7.8
This table shows us the peak temperature Tpk, its location r(Tpk),
the mass flux M , and the total heat Q for the model A, B, C,Strobel and Johnson’s simulations.
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
Comparison
Model r(Texo) ρ Texo λ(r(Texo))unit 108 cm 108cm−3 KA 7.93 0.014 67 5.6B 7.20 0.015 68 6.2C 6.20 0.014 71 6.7
Strobel 4.83 0.027 66 9.3Johnson 7.40 0.002 80 3.8
This table shows us the exobases for temperature and density andtheir corresponding temperature, density and the Jeans parameterfor Model A, B, C, Strobel and Johnson.
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
Comparison
Model r(ρexo) ρexo T λ(r(ρexo))unit 108cm−3 KA 3.5 1.55 112 7.5B 3.4 1.62 106 8.2C 3.2 1.86 105 9.0
Strobel 3.0 1.97 95 10.4Johnson 9.7 3.11 74 4.1
This table shows us the exobases for temperature and density andtheir corresponding temperature, density and the Jeans parameterfor Model A, B, C, Strobel and Johnson.
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
Comparison of results for Pluto’s atmosphere
40 60 80 100 120 1401000
2000
3000
4000
5000
6000
7000
8000
9000
10000
x
o
x
o
x
o
104 106 108 1010 1012 1014 1016 1018 1020 1022 1024
40 60 80 100 120 1401000
2000
3000
4000
5000
6000
7000
8000
9000
10000 xo
x
o
x
o
104 106 108 1010 1012 1014 1016 1018 1020 1022 1024
The superpose profiles of density and temperature for the modelsA, B, Strobel, and A, C, Johnson labeled by red, blue and blackline are shown in left and right, respectively. The marker “x” and“o” indicate the exobase locations.
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
New Settings for Pluto Simulations
◮ The lower boundary rmin = 1.18E + 8 cm
◮ The temperature T = 37 at the lower boundary
◮ The number density T = 4E + 15 at the lower boundary
◮ The mass of the Pluto Mp = 1.31E + 25 g
◮ For nitrogen simulation, µ = 28.
We request the heat profile q of solar mean from Strobel for twonumerical simulations.
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
Comparison of results for Pluto’s atmosphere
1 2 3 4 5 6 7 8 9 10
40
60
80
100
120
140
tem
pera
ture
(K
)
r/r0
1 2 3 4 5 6 7 8 9 100
5
10
15
log 10
(ρn)
r/r0
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
Notations for isotope simulations
Let us denote the density, velocity, and temperature for the majorspecies as ρ, u, and T , respectively; the corresponding quantitiesfor the minor constituent are labeled with the subscript “i.” Thetemperature T , the velocity u, and the density ρ are fixed for thesimulation of the minor species.
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
Equations for isotope simulations
Following (Zahnle and Kasting 1986), they are described as
d
dr(ρiuir
2) = 0, (11)
d
dr(ρiu
2i r
2 + pir2) = −GMpρi + 2pir
+ ρ2νi(u − ui)r2Φi (12)
where Φi = 1, νi = σnc = σn√
γkBT/µmp andpi = ρikBT/µimp.
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
Approximation of isotope solutions
Under the assumption of the temperature of the major and minorspecies is the same, T = Ti, the mass and momentum equationsfor minor species are only needed to be solved. Equations (11) and(12) can be rewritten as
dui
dr=
ui
u2i − kBT/µimp
×
[
−kB
µimp
dT
dr+
2kBT
µimpr−
GMp
r2+ νi(u − ui)Φi
]
(13)
dρi
dr= −
ρi
ui
dui
dr−
2ρi
r(14)
◮ The singularity occurs at the thermal critical point.
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
Thermal critical
Since the solution is required to be smooth and (13), the velocityui at the singular position rc should satisfy
u2i =
kBT
µimp(15)
and
−kB
µimp
dT
dr+
2kBT
µimprc−
GMp
r2+ νi(u − ui)Φi = 0. (16)
In the other words, the numerator and denomerator in (13) arevanished. This singular position rc is identified as a thermal criticaland also regarded as the top boundary.
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
Results for isotope simulation
0 5 10 15 203
3.5
4
4.5
5
ρn
1
(dashed); ρn
2
(solid)
log10
(ρn)
log 10
(km
)
−8 −6 −4 −2 0 2 43
3.5
4
4.5
5
u1(dashed);u
2(solid)
log10
(cm/sec)
0 100 200 3003
3.5
4
4.5
5
ρn
1
/ρn
2
log 10
(km
)
1 2 3 4 53
3.5
4
4.5
5
u1/u
2
M = 1.4702 × 1026cm−3 and Mi = 5.7139 × 1023cm−3
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
Conclusion
◮ The mathematical study of the hydrodynamic escape problem isin its infancy, since even the existence and uniqueness of solutionsare still open. On the other hand, through our numericalsimulations, the hydrodynamic solution can approximate thesituation of the rare gas for Pluto.
◮ Under the framework of hydrodynamic approximation, it wasgenerally accepted that the process produced rather small isotopicfractionation. Here, we show that the escape highly fractionatesthe isotopic composition of nitrogen.
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
Thanks for your attention
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
References
◮ J. Erwin, O. J. Tucker, R. E. Johnson, Hybrid fluid/kineticmodeling of Pluto’s escaping atmosphere, Icarus, 226, 375-384,2013.
◮ T. E. Holzer and W. I. Axford, The Theory of Stellar Wind andRelated Flows, Annual Review of Astronomy and Astrophysics, 8,31-60, 1970.
◮ J. M. Hong, C. C. Yen, and B. C. Huang, Characterization of theTransonic Stationary Solutions of the Hydrodynamic EscapeProblem, submitted to SIAM Journal on Applied Mathematics.
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto
References
◮ M. C. Liang, R. E. Taam, David C. C. Yen, On the Suitability ofthe Hydrodynamical Approximation for Atmospheric Escape fromPluto, in preparation.
◮ R. A. Murray-Clay, E. I. Chiang, and N. Murray, AtmosphericEscape From Hot Jupiters, The Astrophysical Journal, 693,23-43, 2009.
◮ Darrell F. Strobel, N2 escape rates from Pluto’s atmosphere,Icarus, 193, 612-619, 2008.
◮ F. Tian and O.B. Toon, Hydrodynamic escape of nitrogen fromPluto, Geophys. Res. Lett., 32, L1820, 2005.
David, Chien-Chang Yen Mathematics, Fu Jen Catholic University, Taiwan Danie, Mao-Chang Liang Research Center for EnvironmentalHydrodynamical Escape Approximation for Pluto