diff options
Diffstat (limited to 'fg21sim/extragalactic/clusters')
| -rw-r--r-- | fg21sim/extragalactic/clusters/helper.py | 79 |
1 files changed, 73 insertions, 6 deletions
diff --git a/fg21sim/extragalactic/clusters/helper.py b/fg21sim/extragalactic/clusters/helper.py index b58dc87..ecbb866 100644 --- a/fg21sim/extragalactic/clusters/helper.py +++ b/fg21sim/extragalactic/clusters/helper.py @@ -51,6 +51,7 @@ import logging import numpy as np from scipy import integrate +from scipy import optimize from ...share import CONFIGS, COSMO from ...utils.units import (Units as AU, @@ -63,6 +64,46 @@ from ...utils.transform import circle2ellipse logger = logging.getLogger(__name__) +def beta_model(rho0, rc, beta): + """ + Return a function that calculates the value (gas density) at a radius + according to the β-model with the given parameters. + """ + def func(r): + x = r / rc + return rho0 * (1 + x**2) ** (-1.5*beta) + + return func + + +def calc_gas_density_profile(mass, z): + """ + Calculate the parameters of the β-model that is used to describe the + gas density profile. + + NOTE + ---- + The core radius is assumed to be: ``rc = 0.1 r_vir``, and the beta + parameters is assumed to be ``β = 0.8``. + + Reference: [cassano2005],Sec.(4.1) + + Returns + ------- + fbeta : function + A function of the β-model. + Unit: [Msun/kpc^3] + """ + r_vir = radius_virial(mass, z) # [kpc] + rc = 0.1 * r_vir + beta = 0.8 + fint = beta_model(1, rc, beta) + v = integrate.quad(lambda r: fint(r) * r**2, + a=0, b=r_vir)[0] # [kpc^3] + rho0 = mass * COSMO.baryon_fraction / (4*np.pi * v) # [Msun/kpc^3] + return beta_model(rho0, rc, beta) + + def radius_virial(mass, z=0.0): """ Calculate the virial radius of a cluster at a given redshift. @@ -85,8 +126,7 @@ def radius_virial(mass, z=0.0): Dc = COSMO.overdensity_virial(z) rho = COSMO.rho_crit(z) # [g/cm^3] R_vir = (3*mass*AUC.Msun2g / (4*np.pi * Dc * rho))**(1/3) # [cm] - R_vir *= AUC.cm2kpc # [kpc] - return R_vir + return R_vir * AUC.cm2kpc # [kpc] def radius_halo(mass, z=0.0, configs=CONFIGS): @@ -124,6 +164,35 @@ def radius_halo(mass, z=0.0, configs=CONFIGS): return R_halo +def radius_stripping(M_main, M_sub, z, configs=CONFIGS): + """ + Calculate the stripping radius of the in-falling sub-cluster, which + is determined by the equipartition between the static and ram pressure. + + Reference: [cassano2005],Eqs.(11,12,13,14) + + Returns + ------- + rs : float + The stripping radius of the sub-cluster. + Unit: [kpc] + """ + r_vir = radius_virial(M_sub, z) # [kpc] + rho_main = density_number_thermal(M_main, z) * AC.mu*AC.u # [g/cm^3] + f_rho_sub = calc_gas_density_profile(M_sub, z) # [Msun/kpc^3] + vi = velocity_impact(M_main, M_sub, z) # [km/s] + kT_sub = kT_cluster(M_sub, z) # [keV] + rhs = rho_main * vi**2 * AC.mu*AC.u / kT_sub # [g/cm^3][g*km^2/s^2/keV] + rhs *= 1e3 * AUC.J2erg / AUC.keV2erg # [g/cm^3] + rhs *= AUC.g2Msun / AUC.cm2kpc**3 # [Msun/kpc^3] + try: + rs = optimize.brentq(lambda r: f_rho_sub(r) - rhs, + a=0.1*r_vir, b=r_vir, xtol=1e-1) + except ValueError: + rs = 0.1 * r_vir + return rs # [kpc] + + def kT_virial(mass, z=0.0, radius=None): """ Calculate the virial temperature of a cluster. @@ -308,8 +377,7 @@ def velocity_virial(mass, z=0.0): """ R_vir = radius_virial(mass, z) * AUC.kpc2cm # [cm] vv = np.sqrt(AC.G * mass*AUC.Msun2g / R_vir) # [cm/s] - vv /= AUC.km2cm # [km/s] - return vv + return vv / AUC.km2cm # [km/s] def velocity_impact(M_main, M_sub, z=0.0): @@ -339,8 +407,7 @@ def velocity_impact(M_main, M_sub, z=0.0): R_vir = radius_virial(M_main, z) * AUC.kpc2cm # [cm] vi = np.sqrt(2*AC.G * (1-1/eta_v) * (M_main+M_sub)*AUC.Msun2g / R_vir) # [cm/s] - vi /= AUC.km2cm # [km/s] - return vi + return vi / AUC.km2cm # [km/s] def time_crossing(M_main, M_sub, z=0.0): |